warning: commands will be executed using /bin/sh
job 1847 at Sat Nov 23 11:35:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	14
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
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 726864 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 726864 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 38146 members 
Mstep: Class 3 contains 38377 members 
Mstep: Class 4 contains 38176 members 
Mstep: Class 5 contains 38444 members 
Mstep: Class 6 contains 38606 members 
Mstep: Class 7 contains 38242 members 
Mstep: Class 8 contains 38031 members 
Mstep: Class 9 contains 38122 members 
Mstep: Class 10 contains 38270 members 
Mstep: Class 11 contains 38438 members 
Mstep: Class 12 contains 38043 members 
Mstep: Class 13 contains 37947 members 
Mstep: Class 14 contains 38013 members 
Mstep: Class 15 contains 38153 members 
Mstep: Class 16 contains 38193 members 
Mstep: Class 17 contains 38413 members 
Mstep: Class 18 contains 38244 members 
Mstep: Class 19 contains 38190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 212.740387 but Gain 614.090820
Score: -18922792.000000 Penalty: 11053.628906
Iteration 0F: 19 clusters Score -1.892279e+07 nChanged 686559
Entering Unmasked Mstep 
Mstep: Class 0 contains 478 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 12481 members 
Mstep: Class 3 contains 37344 members 
Mstep: Class 4 contains 32272 members 
Mstep: Class 5 contains 27407 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 43108 members 
Mstep: Class 8 contains 24086 members 
Mstep: Class 9 contains 27401 members 
Mstep: Class 10 contains 24907 members 
Mstep: Class 11 contains 60996 members 
Mstep: Class 12 contains 65139 members 
Mstep: Class 13 contains 61535 members 
Mstep: Class 15 contains 87950 members 
Mstep: Class 16 contains 28536 members 
Mstep: Class 17 contains 36188 members 
Mstep: Class 18 contains 32771 members 
Mstep: Class 19 contains 14571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20601044.000000 Penalty: 11053.628906
Iteration 1F: 19 clusters Score -2.060104e+07 nChanged 220726
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 66665 members 
Mstep: Class 2 contains 6261 members 
Mstep: Class 3 contains 27683 members 
Mstep: Class 4 contains 25709 members 
Mstep: Class 5 contains 25255 members 
Mstep: Class 6 contains 49925 members 
Mstep: Class 7 contains 38609 members 
Mstep: Class 8 contains 17434 members 
Mstep: Class 9 contains 23294 members 
Mstep: Class 10 contains 18341 members 
Mstep: Class 11 contains 63214 members 
Mstep: Class 12 contains 59619 members 
Mstep: Class 13 contains 97009 members 
Mstep: Class 15 contains 100890 members 
Mstep: Class 16 contains 19536 members 
Mstep: Class 17 contains 34074 members 
Mstep: Class 18 contains 40762 members 
Mstep: Class 19 contains 12527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20844572.000000 Penalty: 11053.628906
Iteration 2F: 19 clusters Score -2.084457e+07 nChanged 157566
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 68233 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 17901 members 
Mstep: Class 4 contains 18396 members 
Mstep: Class 5 contains 20225 members 
Mstep: Class 6 contains 52290 members 
Mstep: Class 7 contains 29651 members 
Mstep: Class 8 contains 14796 members 
Mstep: Class 9 contains 21848 members 
Mstep: Class 10 contains 12543 members 
Mstep: Class 11 contains 57159 members 
Mstep: Class 12 contains 57991 members 
Mstep: Class 13 contains 135150 members 
Mstep: Class 15 contains 115962 members 
Mstep: Class 16 contains 13549 members 
Mstep: Class 17 contains 30862 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 10892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20998758.000000 Penalty: 11053.628906
Iteration 3F: 19 clusters Score -2.099876e+07 nChanged 124270
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 1318 members 
Mstep: Class 3 contains 10220 members 
Mstep: Class 4 contains 11944 members 
Mstep: Class 5 contains 14929 members 
Mstep: Class 6 contains 54590 members 
Mstep: Class 7 contains 20012 members 
Mstep: Class 8 contains 12867 members 
Mstep: Class 9 contains 20083 members 
Mstep: Class 10 contains 7652 members 
Mstep: Class 11 contains 48442 members 
Mstep: Class 12 contains 61681 members 
Mstep: Class 13 contains 173452 members 
Mstep: Class 15 contains 130108 members 
Mstep: Class 16 contains 9783 members 
Mstep: Class 17 contains 27274 members 
Mstep: Class 18 contains 47448 members 
Mstep: Class 19 contains 9379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21115974.000000 Penalty: 11053.628906
Iteration 4F: 19 clusters Score -2.111597e+07 nChanged 103145
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 4919 members 
Mstep: Class 4 contains 7283 members 
Mstep: Class 5 contains 11313 members 
Mstep: Class 6 contains 55771 members 
Mstep: Class 7 contains 11750 members 
Mstep: Class 8 contains 10730 members 
Mstep: Class 9 contains 17339 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 38253 members 
Mstep: Class 12 contains 69420 members 
Mstep: Class 13 contains 207590 members 
Mstep: Class 15 contains 142955 members 
Mstep: Class 16 contains 7862 members 
Mstep: Class 17 contains 23087 members 
Mstep: Class 18 contains 45376 members 
Mstep: Class 19 contains 7999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21211280.000000 Penalty: 11053.628906
Iteration 5F: 19 clusters Score -2.121128e+07 nChanged 84384
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 54727 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 1972 members 
Mstep: Class 4 contains 4329 members 
Mstep: Class 5 contains 9776 members 
Mstep: Class 6 contains 55403 members 
Mstep: Class 7 contains 6045 members 
Mstep: Class 8 contains 8412 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 10 contains 1964 members 
Mstep: Class 11 contains 27967 members 
Mstep: Class 12 contains 78182 members 
Mstep: Class 13 contains 235322 members 
Mstep: Class 15 contains 152933 members 
Mstep: Class 16 contains 7135 members 
Mstep: Class 17 contains 18819 members 
Mstep: Class 18 contains 42595 members 
Mstep: Class 19 contains 6548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21284496.000000 Penalty: 11053.628906
Iteration 6F: 19 clusters Score -2.12845e+07 nChanged 66344
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 793 members 
Mstep: Class 4 contains 2551 members 
Mstep: Class 5 contains 8809 members 
Mstep: Class 6 contains 54091 members 
Mstep: Class 7 contains 2846 members 
Mstep: Class 8 contains 6065 members 
Mstep: Class 9 contains 11211 members 
Mstep: Class 10 contains 867 members 
Mstep: Class 11 contains 19357 members 
Mstep: Class 12 contains 85390 members 
Mstep: Class 13 contains 256493 members 
Mstep: Class 15 contains 159463 members 
Mstep: Class 16 contains 7184 members 
Mstep: Class 17 contains 15072 members 
Mstep: Class 18 contains 40440 members 
Mstep: Class 19 contains 5083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 435.820770 but Gain 614.090820
Score: -21336360.000000 Penalty: 10439.538086
Iteration 7F: 18 clusters Score -2.133636e+07 nChanged 50490
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 828 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 52269 members 
Mstep: Class 7 contains 1370 members 
Mstep: Class 8 contains 3924 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 410 members 
Mstep: Class 11 contains 13344 members 
Mstep: Class 12 contains 90877 members 
Mstep: Class 13 contains 272525 members 
Mstep: Class 15 contains 162690 members 
Mstep: Class 16 contains 7893 members 
Mstep: Class 17 contains 11944 members 
Mstep: Class 18 contains 38884 members 
Mstep: Class 19 contains 3758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 374.654236 but Gain 614.089844
Score: -21370594.000000 Penalty: 9825.448242
Iteration 8F: 17 clusters Score -2.137059e+07 nChanged 37538
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 1023 members 
Mstep: Class 4 contains 1054 members 
Mstep: Class 5 contains 7085 members 
Mstep: Class 6 contains 49876 members 
Mstep: Class 7 contains 737 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 7244 members 
Mstep: Class 11 contains 9782 members 
Mstep: Class 12 contains 95068 members 
Mstep: Class 13 contains 284967 members 
Mstep: Class 15 contains 163248 members 
Mstep: Class 16 contains 9005 members 
Mstep: Class 17 contains 9410 members 
Mstep: Class 18 contains 37622 members 
Mstep: Class 19 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 520.741882 but Gain 614.090820
Score: -21391736.000000 Penalty: 9211.357422
Iteration 9F: 16 clusters Score -2.139174e+07 nChanged 28699
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 1227 members 
Mstep: Class 4 contains 832 members 
Mstep: Class 5 contains 6343 members 
Mstep: Class 6 contains 47197 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 6016 members 
Mstep: Class 11 contains 7552 members 
Mstep: Class 12 contains 98282 members 
Mstep: Class 13 contains 295056 members 
Mstep: Class 15 contains 162801 members 
Mstep: Class 16 contains 10391 members 
Mstep: Class 17 contains 7496 members 
Mstep: Class 18 contains 36522 members 
Mstep: Class 19 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21405818.000000 Penalty: 9211.357422
Iteration 10Q: 16 clusters Score -2.140582e+07 nChanged 21641
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 1429 members 
Mstep: Class 4 contains 734 members 
Mstep: Class 5 contains 5628 members 
Mstep: Class 6 contains 44431 members 
Mstep: Class 8 contains 1138 members 
Mstep: Class 9 contains 5148 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 100455 members 
Mstep: Class 13 contains 303188 members 
Mstep: Class 15 contains 161852 members 
Mstep: Class 16 contains 11896 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 35614 members 
Mstep: Class 19 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21415710.000000 Penalty: 9211.357422
Iteration 11Q: 16 clusters Score -2.141571e+07 nChanged 17585
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 4 contains 688 members 
Mstep: Class 5 contains 4979 members 
Mstep: Class 6 contains 41570 members 
Mstep: Class 8 contains 985 members 
Mstep: Class 9 contains 4531 members 
Mstep: Class 11 contains 5060 members 
Mstep: Class 12 contains 102000 members 
Mstep: Class 13 contains 310150 members 
Mstep: Class 15 contains 160868 members 
Mstep: Class 16 contains 13423 members 
Mstep: Class 17 contains 4967 members 
Mstep: Class 18 contains 34855 members 
Mstep: Class 19 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21422818.000000 Penalty: 9211.357422
Iteration 12Q: 16 clusters Score -2.142282e+07 nChanged 14928
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 1722 members 
Mstep: Class 4 contains 671 members 
Mstep: Class 5 contains 4524 members 
Mstep: Class 6 contains 38697 members 
Mstep: Class 8 contains 930 members 
Mstep: Class 9 contains 4108 members 
Mstep: Class 11 contains 4334 members 
Mstep: Class 12 contains 102910 members 
Mstep: Class 13 contains 316413 members 
Mstep: Class 15 contains 159770 members 
Mstep: Class 16 contains 14894 members 
Mstep: Class 17 contains 4260 members 
Mstep: Class 18 contains 34259 members 
Mstep: Class 19 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21428402.000000 Penalty: 9211.357422
Iteration 13Q: 16 clusters Score -2.14284e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 4 contains 667 members 
Mstep: Class 5 contains 4261 members 
Mstep: Class 6 contains 35919 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 11 contains 3856 members 
Mstep: Class 12 contains 103500 members 
Mstep: Class 13 contains 322158 members 
Mstep: Class 15 contains 158469 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 17 contains 3823 members 
Mstep: Class 18 contains 33778 members 
Mstep: Class 19 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21432826.000000 Penalty: 9211.357422
Iteration 14Q: 16 clusters Score -2.143283e+07 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 4 contains 671 members 
Mstep: Class 5 contains 4163 members 
Mstep: Class 6 contains 33249 members 
Mstep: Class 8 contains 978 members 
Mstep: Class 9 contains 3597 members 
Mstep: Class 11 contains 3518 members 
Mstep: Class 12 contains 103952 members 
Mstep: Class 13 contains 327304 members 
Mstep: Class 15 contains 157019 members 
Mstep: Class 16 contains 17334 members 
Mstep: Class 17 contains 3534 members 
Mstep: Class 18 contains 33336 members 
Mstep: Class 19 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21435848.000000 Penalty: 9211.357422
Iteration 15Q: 16 clusters Score -2.143585e+07 nChanged 10019
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 1924 members 
Mstep: Class 4 contains 673 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 30680 members 
Mstep: Class 8 contains 1018 members 
Mstep: Class 9 contains 3445 members 
Mstep: Class 11 contains 3297 members 
Mstep: Class 12 contains 104360 members 
Mstep: Class 13 contains 332167 members 
Mstep: Class 15 contains 155418 members 
Mstep: Class 16 contains 18385 members 
Mstep: Class 17 contains 3332 members 
Mstep: Class 18 contains 32992 members 
Mstep: Class 19 contains 1465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21439138.000000 Penalty: 9211.357422
Iteration 16Q: 16 clusters Score -2.143914e+07 nChanged 9175
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1967 members 
Mstep: Class 4 contains 676 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 28223 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 3388 members 
Mstep: Class 11 contains 3106 members 
Mstep: Class 12 contains 104693 members 
Mstep: Class 13 contains 336728 members 
Mstep: Class 15 contains 153773 members 
Mstep: Class 16 contains 19406 members 
Mstep: Class 17 contains 3224 members 
Mstep: Class 18 contains 32662 members 
Mstep: Class 19 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21441412.000000 Penalty: 9211.357422
Iteration 17Q: 16 clusters Score -2.144141e+07 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 4 contains 676 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 25878 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 3346 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 12 contains 104951 members 
Mstep: Class 13 contains 341018 members 
Mstep: Class 15 contains 152302 members 
Mstep: Class 16 contains 20379 members 
Mstep: Class 17 contains 3133 members 
Mstep: Class 18 contains 32412 members 
Mstep: Class 19 contains 1467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21443514.000000 Penalty: 9211.357422
Iteration 18Q: 16 clusters Score -2.144351e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 4 contains 690 members 
Mstep: Class 5 contains 3976 members 
Mstep: Class 6 contains 23628 members 
Mstep: Class 8 contains 1094 members 
Mstep: Class 9 contains 3350 members 
Mstep: Class 11 contains 2854 members 
Mstep: Class 12 contains 105105 members 
Mstep: Class 13 contains 345076 members 
Mstep: Class 15 contains 150943 members 
Mstep: Class 16 contains 21311 members 
Mstep: Class 17 contains 3049 members 
Mstep: Class 18 contains 32173 members 
Mstep: Class 19 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21445230.000000 Penalty: 9211.357422
Iteration 19Q: 16 clusters Score -2.144523e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 4 contains 707 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 21581 members 
Mstep: Class 8 contains 1105 members 
Mstep: Class 9 contains 3384 members 
Mstep: Class 11 contains 2742 members 
Mstep: Class 12 contains 105222 members 
Mstep: Class 13 contains 348836 members 
Mstep: Class 15 contains 149657 members 
Mstep: Class 16 contains 22217 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 31918 members 
Mstep: Class 19 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21447474.000000 Penalty: 9211.357422
Iteration 20F: 16 clusters Score -2.144747e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 1942 members 
Mstep: Class 4 contains 725 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 19748 members 
Mstep: Class 8 contains 1353 members 
Mstep: Class 9 contains 3470 members 
Mstep: Class 11 contains 2664 members 
Mstep: Class 12 contains 105315 members 
Mstep: Class 13 contains 352131 members 
Mstep: Class 15 contains 148360 members 
Mstep: Class 16 contains 23039 members 
Mstep: Class 17 contains 3012 members 
Mstep: Class 18 contains 31566 members 
Mstep: Class 19 contains 1461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21449404.000000 Penalty: 9211.357422
Iteration 21Q: 16 clusters Score -2.14494e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 1905 members 
Mstep: Class 4 contains 730 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 18089 members 
Mstep: Class 8 contains 1585 members 
Mstep: Class 9 contains 3573 members 
Mstep: Class 11 contains 2576 members 
Mstep: Class 12 contains 105403 members 
Mstep: Class 13 contains 355154 members 
Mstep: Class 15 contains 147018 members 
Mstep: Class 16 contains 23806 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 31268 members 
Mstep: Class 19 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21451038.000000 Penalty: 9211.357422
Iteration 22Q: 16 clusters Score -2.145104e+07 nChanged 5937
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1872 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 3642 members 
Mstep: Class 6 contains 16554 members 
Mstep: Class 8 contains 1793 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 11 contains 2488 members 
Mstep: Class 12 contains 105450 members 
Mstep: Class 13 contains 357881 members 
Mstep: Class 15 contains 145752 members 
Mstep: Class 16 contains 24575 members 
Mstep: Class 17 contains 3117 members 
Mstep: Class 18 contains 30966 members 
Mstep: Class 19 contains 1478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21452368.000000 Penalty: 9211.357422
Iteration 23Q: 16 clusters Score -2.145237e+07 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 3567 members 
Mstep: Class 6 contains 15165 members 
Mstep: Class 8 contains 1933 members 
Mstep: Class 9 contains 3867 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 105500 members 
Mstep: Class 13 contains 360337 members 
Mstep: Class 15 contains 144581 members 
Mstep: Class 16 contains 25293 members 
Mstep: Class 17 contains 3191 members 
Mstep: Class 18 contains 30684 members 
Mstep: Class 19 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21453576.000000 Penalty: 9211.357422
Iteration 24Q: 16 clusters Score -2.145358e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 1785 members 
Mstep: Class 4 contains 749 members 
Mstep: Class 5 contains 3510 members 
Mstep: Class 6 contains 13881 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 4045 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 105520 members 
Mstep: Class 13 contains 362633 members 
Mstep: Class 15 contains 143416 members 
Mstep: Class 16 contains 25973 members 
Mstep: Class 17 contains 3297 members 
Mstep: Class 18 contains 30419 members 
Mstep: Class 19 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21454638.000000 Penalty: 9211.357422
Iteration 25Q: 16 clusters Score -2.145464e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 1746 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 3447 members 
Mstep: Class 6 contains 12752 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 9 contains 4255 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 105519 members 
Mstep: Class 13 contains 364728 members 
Mstep: Class 15 contains 142344 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 3409 members 
Mstep: Class 18 contains 30136 members 
Mstep: Class 19 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21455368.000000 Penalty: 9211.357422
Iteration 26Q: 16 clusters Score -2.145537e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1709 members 
Mstep: Class 4 contains 736 members 
Mstep: Class 5 contains 3398 members 
Mstep: Class 6 contains 11722 members 
Mstep: Class 8 contains 2117 members 
Mstep: Class 9 contains 4454 members 
Mstep: Class 11 contains 2108 members 
Mstep: Class 12 contains 105548 members 
Mstep: Class 13 contains 366617 members 
Mstep: Class 15 contains 141359 members 
Mstep: Class 16 contains 27208 members 
Mstep: Class 17 contains 3501 members 
Mstep: Class 18 contains 29850 members 
Mstep: Class 19 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21455880.000000 Penalty: 9211.357422
Iteration 27Q: 16 clusters Score -2.145588e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 3341 members 
Mstep: Class 6 contains 10801 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 4683 members 
Mstep: Class 11 contains 1992 members 
Mstep: Class 12 contains 105498 members 
Mstep: Class 13 contains 368350 members 
Mstep: Class 15 contains 140446 members 
Mstep: Class 16 contains 27836 members 
Mstep: Class 17 contains 3608 members 
Mstep: Class 18 contains 29561 members 
Mstep: Class 19 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21456444.000000 Penalty: 9211.357422
Iteration 28Q: 16 clusters Score -2.145644e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1608 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 3260 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 4924 members 
Mstep: Class 11 contains 1901 members 
Mstep: Class 12 contains 105424 members 
Mstep: Class 13 contains 369953 members 
Mstep: Class 15 contains 139556 members 
Mstep: Class 16 contains 28484 members 
Mstep: Class 17 contains 3697 members 
Mstep: Class 18 contains 29255 members 
Mstep: Class 19 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21457144.000000 Penalty: 9211.357422
Iteration 29Q: 16 clusters Score -2.145714e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 3170 members 
Mstep: Class 6 contains 9242 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 5176 members 
Mstep: Class 11 contains 1817 members 
Mstep: Class 12 contains 105280 members 
Mstep: Class 13 contains 371375 members 
Mstep: Class 15 contains 138748 members 
Mstep: Class 16 contains 29138 members 
Mstep: Class 17 contains 3775 members 
Mstep: Class 18 contains 28968 members 
Mstep: Class 19 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21457528.000000 Penalty: 9211.357422
Iteration 30Q: 16 clusters Score -2.145753e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1526 members 
Mstep: Class 4 contains 764 members 
Mstep: Class 5 contains 3100 members 
Mstep: Class 6 contains 8593 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 5437 members 
Mstep: Class 11 contains 1752 members 
Mstep: Class 12 contains 105059 members 
Mstep: Class 13 contains 372651 members 
Mstep: Class 15 contains 137980 members 
Mstep: Class 16 contains 29823 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 28694 members 
Mstep: Class 19 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21458186.000000 Penalty: 9211.357422
Iteration 31Q: 16 clusters Score -2.145819e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 3050 members 
Mstep: Class 6 contains 8009 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 104810 members 
Mstep: Class 13 contains 373748 members 
Mstep: Class 15 contains 137301 members 
Mstep: Class 16 contains 30547 members 
Mstep: Class 17 contains 3855 members 
Mstep: Class 18 contains 28469 members 
Mstep: Class 19 contains 1521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21458646.000000 Penalty: 9211.357422
Iteration 32Q: 16 clusters Score -2.145865e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 3012 members 
Mstep: Class 6 contains 7493 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 5853 members 
Mstep: Class 11 contains 1567 members 
Mstep: Class 12 contains 104614 members 
Mstep: Class 13 contains 374697 members 
Mstep: Class 15 contains 136658 members 
Mstep: Class 16 contains 31249 members 
Mstep: Class 17 contains 3872 members 
Mstep: Class 18 contains 28272 members 
Mstep: Class 19 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21458952.000000 Penalty: 9211.357422
Iteration 33Q: 16 clusters Score -2.145895e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1397 members 
Mstep: Class 4 contains 750 members 
Mstep: Class 5 contains 2958 members 
Mstep: Class 6 contains 7014 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 6015 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 104394 members 
Mstep: Class 13 contains 375533 members 
Mstep: Class 15 contains 136042 members 
Mstep: Class 16 contains 31971 members 
Mstep: Class 17 contains 3900 members 
Mstep: Class 18 contains 28107 members 
Mstep: Class 19 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21459234.000000 Penalty: 9211.357422
Iteration 34Q: 16 clusters Score -2.145923e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 2901 members 
Mstep: Class 6 contains 6600 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 104183 members 
Mstep: Class 13 contains 376292 members 
Mstep: Class 15 contains 135444 members 
Mstep: Class 16 contains 32706 members 
Mstep: Class 17 contains 3909 members 
Mstep: Class 18 contains 27930 members 
Mstep: Class 19 contains 1494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21459558.000000 Penalty: 9211.357422
Iteration 35Q: 16 clusters Score -2.145956e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1333 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 2835 members 
Mstep: Class 6 contains 6241 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 6316 members 
Mstep: Class 11 contains 1321 members 
Mstep: Class 12 contains 103977 members 
Mstep: Class 13 contains 376987 members 
Mstep: Class 15 contains 134832 members 
Mstep: Class 16 contains 33427 members 
Mstep: Class 17 contains 3923 members 
Mstep: Class 18 contains 27759 members 
Mstep: Class 19 contains 1484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21459836.000000 Penalty: 9211.357422
Iteration 36Q: 16 clusters Score -2.145984e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 1312 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 2784 members 
Mstep: Class 6 contains 5899 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 6466 members 
Mstep: Class 11 contains 1238 members 
Mstep: Class 12 contains 103764 members 
Mstep: Class 13 contains 377628 members 
Mstep: Class 15 contains 134239 members 
Mstep: Class 16 contains 34145 members 
Mstep: Class 17 contains 3917 members 
Mstep: Class 18 contains 27603 members 
Mstep: Class 19 contains 1471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21460194.000000 Penalty: 9211.357422
Iteration 37Q: 16 clusters Score -2.146019e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 1291 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 2726 members 
Mstep: Class 6 contains 5625 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 6618 members 
Mstep: Class 11 contains 1160 members 
Mstep: Class 12 contains 103488 members 
Mstep: Class 13 contains 378194 members 
Mstep: Class 15 contains 133629 members 
Mstep: Class 16 contains 34935 members 
Mstep: Class 17 contains 3894 members 
Mstep: Class 18 contains 27463 members 
Mstep: Class 19 contains 1460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21460386.000000 Penalty: 9211.357422
Iteration 38Q: 16 clusters Score -2.146039e+07 nChanged 2154
Entering ConstructFrom: 
Score: -21460386.000000 Penalty: 9211.357422
Entering ConstructFrom: 
Trying to split cluster 1 (23419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Entering Unmasked Estep 
Score: -749712.875000 Penalty: 457.789307
	Iteration 0F: 2 clusters Score -749712.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -734007.500000 Penalty: 915.578613
	Iteration 0F: 3 clusters Score -734007.5 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -740527.875000 Penalty: 915.578613
	Iteration 1F: 3 clusters Score -740527.9 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -741127.187500 Penalty: 915.578613
	Iteration 2F: 3 clusters Score -741127.2 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -742084.750000 Penalty: 915.578613
	Iteration 3F: 3 clusters Score -742084.8 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -743608.500000 Penalty: 915.578613
	Iteration 4F: 3 clusters Score -743608.5 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -745315.937500 Penalty: 915.578613
	Iteration 5F: 3 clusters Score -745315.9 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -746345.312500 Penalty: 915.578613
	Iteration 6F: 3 clusters Score -746345.3 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -746790.500000 Penalty: 915.578613
	Iteration 7Q: 3 clusters Score -746790.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -746940.312500 Penalty: 915.578613
	Iteration 8Q: 3 clusters Score -746940.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -747007.312500 Penalty: 915.578613
	Iteration 9Q: 3 clusters Score -747007.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -747058.812500 Penalty: 915.578613
	Iteration 10Q: 3 clusters Score -747058.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -747106.437500 Penalty: 915.578613
	Iteration 11Q: 3 clusters Score -747106.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -747159.187500 Penalty: 915.578613
	Iteration 12Q: 3 clusters Score -747159.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -747199.187500 Penalty: 915.578613
	Iteration 13Q: 3 clusters Score -747199.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -747247.437500 Penalty: 915.578613
	Iteration 14Q: 3 clusters Score -747247.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -747294.875000 Penalty: 915.578613
	Iteration 15Q: 3 clusters Score -747294.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -747337.937500 Penalty: 915.578613
	Iteration 16Q: 3 clusters Score -747337.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -747372.062500 Penalty: 915.578613
	Iteration 17Q: 3 clusters Score -747372.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -747407.500000 Penalty: 915.578613
	Iteration 18Q: 3 clusters Score -747407.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -747428.687500 Penalty: 915.578613
	Iteration 19Q: 3 clusters Score -747428.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -747451.937500 Penalty: 915.578613
	Iteration 20F: 3 clusters Score -747451.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -747468.937500 Penalty: 915.578613
	Iteration 21Q: 3 clusters Score -747468.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -747483.312500 Penalty: 915.578613
	Iteration 22Q: 3 clusters Score -747483.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -747500.687500 Penalty: 915.578613
	Iteration 23Q: 3 clusters Score -747500.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -747524.562500 Penalty: 915.578613
	Iteration 24Q: 3 clusters Score -747524.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -747539.500000 Penalty: 915.578613
	Iteration 25Q: 3 clusters Score -747539.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -747558.687500 Penalty: 915.578613
	Iteration 26Q: 3 clusters Score -747558.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -747580.625000 Penalty: 915.578613
	Iteration 27Q: 3 clusters Score -747580.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -747592.500000 Penalty: 915.578613
	Iteration 28Q: 3 clusters Score -747592.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -747613.625000 Penalty: 915.578613
	Iteration 29Q: 3 clusters Score -747613.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -747637.250000 Penalty: 915.578613
	Iteration 30Q: 3 clusters Score -747637.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -747662.250000 Penalty: 915.578613
	Iteration 31Q: 3 clusters Score -747662.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -747680.687500 Penalty: 915.578613
	Iteration 32Q: 3 clusters Score -747680.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -747702.687500 Penalty: 915.578613
	Iteration 33Q: 3 clusters Score -747702.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -747723.312500 Penalty: 915.578613
	Iteration 34Q: 3 clusters Score -747723.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -747752.375000 Penalty: 915.578613
	Iteration 35Q: 3 clusters Score -747752.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -747792.562500 Penalty: 915.578613
	Iteration 36Q: 3 clusters Score -747792.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -747833.500000 Penalty: 915.578613
	Iteration 37Q: 3 clusters Score -747833.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -747881.437500 Penalty: 915.578613
	Iteration 38Q: 3 clusters Score -747881.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -747924.937500 Penalty: 915.578613
	Iteration 39Q: 3 clusters Score -747924.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -747976.812500 Penalty: 915.578613
	Iteration 40F: 3 clusters Score -747976.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -748008.937500 Penalty: 915.578613
	Iteration 41Q: 3 clusters Score -748008.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -748034.500000 Penalty: 915.578613
	Iteration 42Q: 3 clusters Score -748034.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -748052.000000 Penalty: 915.578613
	Iteration 43Q: 3 clusters Score -748052 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -748071.375000 Penalty: 915.578613
	Iteration 44Q: 3 clusters Score -748071.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -748085.937500 Penalty: 915.578613
	Iteration 45Q: 3 clusters Score -748085.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -748094.312500 Penalty: 915.578613
	Iteration 46Q: 3 clusters Score -748094.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -748110.437500 Penalty: 915.578613
	Iteration 47Q: 3 clusters Score -748110.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -748123.000000 Penalty: 915.578613
	Iteration 48Q: 3 clusters Score -748123 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -748130.000000 Penalty: 915.578613
	Iteration 49Q: 3 clusters Score -748130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -748140.937500 Penalty: 915.578613
	Iteration 50Q: 3 clusters Score -748140.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -748150.312500 Penalty: 915.578613
	Iteration 51Q: 3 clusters Score -748150.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -748162.750000 Penalty: 915.578613
	Iteration 52Q: 3 clusters Score -748162.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -748167.562500 Penalty: 915.578613
	Iteration 53Q: 3 clusters Score -748167.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -748175.937500 Penalty: 915.578613
	Iteration 54Q: 3 clusters Score -748175.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -748187.250000 Penalty: 915.578613
	Iteration 55Q: 3 clusters Score -748187.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -748193.062500 Penalty: 915.578613
	Iteration 56Q: 3 clusters Score -748193.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -748200.687500 Penalty: 915.578613
	Iteration 57Q: 3 clusters Score -748200.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -748206.187500 Penalty: 915.578613
	Iteration 58Q: 3 clusters Score -748206.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -748216.875000 Penalty: 915.578613
	Iteration 59Q: 3 clusters Score -748216.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -748221.375000 Penalty: 915.578613
	Iteration 60F: 3 clusters Score -748221.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -748231.750000 Penalty: 915.578613
	Iteration 61Q: 3 clusters Score -748231.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -748243.875000 Penalty: 915.578613
	Iteration 62Q: 3 clusters Score -748243.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -748250.000000 Penalty: 915.578613
	Iteration 63Q: 3 clusters Score -748250 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -748270.000000 Penalty: 915.578613
	Iteration 64Q: 3 clusters Score -748270 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -748290.562500 Penalty: 915.578613
	Iteration 65Q: 3 clusters Score -748290.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -748309.000000 Penalty: 915.578613
	Iteration 66Q: 3 clusters Score -748309 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -748320.000000 Penalty: 915.578613
	Iteration 67Q: 3 clusters Score -748320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -748336.062500 Penalty: 915.578613
	Iteration 68Q: 3 clusters Score -748336.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -748346.750000 Penalty: 915.578613
	Iteration 69Q: 3 clusters Score -748346.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -748360.250000 Penalty: 915.578613
	Iteration 70Q: 3 clusters Score -748360.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -748370.750000 Penalty: 915.578613
	Iteration 71Q: 3 clusters Score -748370.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -748385.375000 Penalty: 915.578613
	Iteration 72Q: 3 clusters Score -748385.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -748404.812500 Penalty: 915.578613
	Iteration 73Q: 3 clusters Score -748404.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -748426.062500 Penalty: 915.578613
	Iteration 74Q: 3 clusters Score -748426.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -748437.750000 Penalty: 915.578613
	Iteration 75Q: 3 clusters Score -748437.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -748457.687500 Penalty: 915.578613
	Iteration 76Q: 3 clusters Score -748457.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -748475.687500 Penalty: 915.578613
	Iteration 77Q: 3 clusters Score -748475.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -748493.750000 Penalty: 915.578613
	Iteration 78Q: 3 clusters Score -748493.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -748517.687500 Penalty: 915.578613
	Iteration 79Q: 3 clusters Score -748517.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -748534.750000 Penalty: 915.578613
	Iteration 80F: 3 clusters Score -748534.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -748553.562500 Penalty: 915.578613
	Iteration 81Q: 3 clusters Score -748553.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -748567.000000 Penalty: 915.578613
	Iteration 82Q: 3 clusters Score -748567 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -748587.312500 Penalty: 915.578613
	Iteration 83Q: 3 clusters Score -748587.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -748608.187500 Penalty: 915.578613
	Iteration 84Q: 3 clusters Score -748608.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -748634.312500 Penalty: 915.578613
	Iteration 85Q: 3 clusters Score -748634.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -748663.000000 Penalty: 915.578613
	Iteration 86Q: 3 clusters Score -748663 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -748697.312500 Penalty: 915.578613
	Iteration 87Q: 3 clusters Score -748697.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -748731.562500 Penalty: 915.578613
	Iteration 88Q: 3 clusters Score -748731.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -748758.812500 Penalty: 915.578613
	Iteration 89Q: 3 clusters Score -748758.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -748788.062500 Penalty: 915.578613
	Iteration 90Q: 3 clusters Score -748788.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -748816.000000 Penalty: 915.578613
	Iteration 91Q: 3 clusters Score -748816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -748844.125000 Penalty: 915.578613
	Iteration 92Q: 3 clusters Score -748844.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -748865.187500 Penalty: 915.578613
	Iteration 93Q: 3 clusters Score -748865.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -748883.250000 Penalty: 915.578613
	Iteration 94Q: 3 clusters Score -748883.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -748905.250000 Penalty: 915.578613
	Iteration 95Q: 3 clusters Score -748905.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -748936.000000 Penalty: 915.578613
	Iteration 96Q: 3 clusters Score -748936 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -748965.500000 Penalty: 915.578613
	Iteration 97Q: 3 clusters Score -748965.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -748996.312500 Penalty: 915.578613
	Iteration 98Q: 3 clusters Score -748996.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -749030.375000 Penalty: 915.578613
	Iteration 99Q: 3 clusters Score -749030.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -749064.187500 Penalty: 915.578613
	Iteration 100F: 3 clusters Score -749064.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -749099.187500 Penalty: 915.578613
	Iteration 101Q: 3 clusters Score -749099.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -749141.687500 Penalty: 915.578613
	Iteration 102Q: 3 clusters Score -749141.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -749177.687500 Penalty: 915.578613
	Iteration 103Q: 3 clusters Score -749177.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -749216.437500 Penalty: 915.578613
	Iteration 104Q: 3 clusters Score -749216.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -749256.875000 Penalty: 915.578613
	Iteration 105Q: 3 clusters Score -749256.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -749290.000000 Penalty: 915.578613
	Iteration 106Q: 3 clusters Score -749290 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -749321.437500 Penalty: 915.578613
	Iteration 107Q: 3 clusters Score -749321.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -749345.250000 Penalty: 915.578613
	Iteration 108Q: 3 clusters Score -749345.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -749368.625000 Penalty: 915.578613
	Iteration 109Q: 3 clusters Score -749368.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -749393.812500 Penalty: 915.578613
	Iteration 110Q: 3 clusters Score -749393.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -749421.000000 Penalty: 915.578613
	Iteration 111Q: 3 clusters Score -749421 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -749438.937500 Penalty: 915.578613
	Iteration 112Q: 3 clusters Score -749438.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -749459.375000 Penalty: 915.578613
	Iteration 113Q: 3 clusters Score -749459.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -749473.000000 Penalty: 915.578613
	Iteration 114Q: 3 clusters Score -749473 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -749481.937500 Penalty: 915.578613
	Iteration 115Q: 3 clusters Score -749481.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -749489.375000 Penalty: 915.578613
	Iteration 116Q: 3 clusters Score -749489.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -749499.562500 Penalty: 915.578613
	Iteration 117Q: 3 clusters Score -749499.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -749509.625000 Penalty: 915.578613
	Iteration 118Q: 3 clusters Score -749509.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -749518.375000 Penalty: 915.578613
	Iteration 119Q: 3 clusters Score -749518.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -749524.687500 Penalty: 915.578613
	Iteration 120F: 3 clusters Score -749524.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -749530.500000 Penalty: 915.578613
	Iteration 121Q: 3 clusters Score -749530.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -749533.562500 Penalty: 915.578613
	Iteration 122Q: 3 clusters Score -749533.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -749537.312500 Penalty: 915.578613
	Iteration 123Q: 3 clusters Score -749537.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -749538.937500 Penalty: 915.578613
	Iteration 124Q: 3 clusters Score -749538.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -749543.500000 Penalty: 915.578613
	Iteration 125Q: 3 clusters Score -749543.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -749544.437500 Penalty: 915.578613
	Iteration 126Q: 3 clusters Score -749544.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -749545.562500 Penalty: 915.578613
	Iteration 127Q: 3 clusters Score -749545.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -749546.875000 Penalty: 915.578613
	Iteration 128Q: 3 clusters Score -749546.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -749548.687500 Penalty: 915.578613
	Iteration 129Q: 3 clusters Score -749548.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -749548.375000 Penalty: 915.578613
	Iteration 130Q: 3 clusters Score -749548.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -749549.562500 Penalty: 915.578613
	Iteration 131Q: 3 clusters Score -749549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -749549.562500 Penalty: 915.578613
	Iteration 132Q: 3 clusters Score -749549.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -749549.125000 Penalty: 915.578613
	Iteration 133Q: 3 clusters Score -749549.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -749550.125000 Penalty: 915.578613
	Iteration 134Q: 3 clusters Score -749550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -749549.000000 Penalty: 915.578613
	Iteration 135Q: 3 clusters Score -749549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -749550.062500 Penalty: 915.578613
	Iteration 136Q: 3 clusters Score -749550.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -749549.875000 Penalty: 915.578613
	Iteration 137Q: 3 clusters Score -749549.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -749551.375000 Penalty: 915.578613
	Iteration 138Q: 3 clusters Score -749551.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -749551.875000 Penalty: 915.578613
	Iteration 139Q: 3 clusters Score -749551.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -749552.500000 Penalty: 915.578613
	Iteration 140F: 3 clusters Score -749552.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -749552.750000 Penalty: 915.578613
	Iteration 141Q: 3 clusters Score -749552.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -749552.187500 Penalty: 915.578613
	Iteration 142Q: 3 clusters Score -749552.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -749552.187500 Penalty: 915.578613
	Iteration 143F: 3 clusters Score -749552.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -40411.101562 Penalty: 325.285492
	Iteration 0F: 2 clusters Score -40411.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -39416.820312 Penalty: 650.570984
	Iteration 0F: 3 clusters Score -39416.82 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -39761.324219 Penalty: 650.570984
	Iteration 1F: 3 clusters Score -39761.32 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -39856.867188 Penalty: 650.570984
	Iteration 2F: 3 clusters Score -39856.87 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -39934.621094 Penalty: 650.570984
	Iteration 3F: 3 clusters Score -39934.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -39995.714844 Penalty: 650.570984
	Iteration 4F: 3 clusters Score -39995.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40036.316406 Penalty: 650.570984
	Iteration 5Q: 3 clusters Score -40036.32 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -40064.042969 Penalty: 650.570984
	Iteration 6Q: 3 clusters Score -40064.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40090.484375 Penalty: 650.570984
	Iteration 7Q: 3 clusters Score -40090.48 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -40112.125000 Penalty: 650.570984
	Iteration 8Q: 3 clusters Score -40112.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -40131.000000 Penalty: 650.570984
	Iteration 9Q: 3 clusters Score -40131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40151.460938 Penalty: 650.570984
	Iteration 10Q: 3 clusters Score -40151.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40168.769531 Penalty: 650.570984
	Iteration 11Q: 3 clusters Score -40168.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40176.562500 Penalty: 650.570984
	Iteration 12Q: 3 clusters Score -40176.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -40179.851562 Penalty: 650.570984
	Iteration 13Q: 3 clusters Score -40179.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -40181.500000 Penalty: 650.570984
	Iteration 14Q: 3 clusters Score -40181.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40181.863281 Penalty: 650.570984
	Iteration 15Q: 3 clusters Score -40181.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -40181.863281 Penalty: 650.570984
	Iteration 16F: 3 clusters Score -40181.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -28767.865234 Penalty: 301.756073
	Iteration 0F: 2 clusters Score -28767.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -28090.777344 Penalty: 603.512146
	Iteration 0F: 3 clusters Score -28090.78 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -28275.382812 Penalty: 603.512146
	Iteration 1F: 3 clusters Score -28275.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28306.037109 Penalty: 603.512146
	Iteration 2F: 3 clusters Score -28306.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28317.396484 Penalty: 603.512146
	Iteration 3Q: 3 clusters Score -28317.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28323.972656 Penalty: 603.512146
	Iteration 4Q: 3 clusters Score -28323.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28332.642578 Penalty: 603.512146
	Iteration 5Q: 3 clusters Score -28332.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28336.904297 Penalty: 603.512146
	Iteration 6Q: 3 clusters Score -28336.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28339.001953 Penalty: 603.512146
	Iteration 7Q: 3 clusters Score -28339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -28339.650391 Penalty: 603.512146
	Iteration 8Q: 3 clusters Score -28339.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28340.115234 Penalty: 603.512146
	Iteration 9Q: 3 clusters Score -28340.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28340.550781 Penalty: 603.512146
	Iteration 10Q: 3 clusters Score -28340.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28341.052734 Penalty: 603.512146
	Iteration 11Q: 3 clusters Score -28341.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -28342.433594 Penalty: 603.512146
	Iteration 12Q: 3 clusters Score -28342.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -28344.796875 Penalty: 603.512146
	Iteration 13Q: 3 clusters Score -28344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -28347.775391 Penalty: 603.512146
	Iteration 14Q: 3 clusters Score -28347.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -28352.656250 Penalty: 603.512146
	Iteration 15Q: 3 clusters Score -28352.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -28359.216797 Penalty: 603.512146
	Iteration 16Q: 3 clusters Score -28359.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -28365.916016 Penalty: 603.512146
	Iteration 17Q: 3 clusters Score -28365.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -28373.207031 Penalty: 603.512146
	Iteration 18Q: 3 clusters Score -28373.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -28385.671875 Penalty: 603.512146
	Iteration 19Q: 3 clusters Score -28385.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28397.562500 Penalty: 603.512146
	Iteration 20F: 3 clusters Score -28397.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -28400.750000 Penalty: 603.512146
	Iteration 21Q: 3 clusters Score -28400.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -28401.640625 Penalty: 603.512146
	Iteration 22Q: 3 clusters Score -28401.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -28402.195312 Penalty: 603.512146
	Iteration 23Q: 3 clusters Score -28402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28402.609375 Penalty: 603.512146
	Iteration 24Q: 3 clusters Score -28402.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28403.509766 Penalty: 603.512146
	Iteration 25Q: 3 clusters Score -28403.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28403.785156 Penalty: 603.512146
	Iteration 26Q: 3 clusters Score -28403.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -28403.785156 Penalty: 603.512146
	Iteration 27F: 3 clusters Score -28403.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Entering Unmasked Estep 
Score: -88818.812500 Penalty: 358.970398
	Iteration 0F: 2 clusters Score -88818.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -86967.781250 Penalty: 717.940796
	Iteration 0F: 3 clusters Score -86967.78 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -87603.562500 Penalty: 717.940796
	Iteration 1F: 3 clusters Score -87603.56 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -87689.359375 Penalty: 717.940796
	Iteration 2F: 3 clusters Score -87689.36 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -87775.351562 Penalty: 717.940796
	Iteration 3Q: 3 clusters Score -87775.35 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -87857.601562 Penalty: 717.940796
	Iteration 4Q: 3 clusters Score -87857.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -87936.015625 Penalty: 717.940796
	Iteration 5Q: 3 clusters Score -87936.02 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -88010.406250 Penalty: 717.940796
	Iteration 6Q: 3 clusters Score -88010.41 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -88070.265625 Penalty: 717.940796
	Iteration 7Q: 3 clusters Score -88070.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -88134.250000 Penalty: 717.940796
	Iteration 8Q: 3 clusters Score -88134.25 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -88189.234375 Penalty: 717.940796
	Iteration 9Q: 3 clusters Score -88189.23 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -88234.101562 Penalty: 717.940796
	Iteration 10Q: 3 clusters Score -88234.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -88271.125000 Penalty: 717.940796
	Iteration 11Q: 3 clusters Score -88271.12 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -88296.429688 Penalty: 717.940796
	Iteration 12Q: 3 clusters Score -88296.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -88321.304688 Penalty: 717.940796
	Iteration 13Q: 3 clusters Score -88321.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -88340.281250 Penalty: 717.940796
	Iteration 14Q: 3 clusters Score -88340.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -88355.781250 Penalty: 717.940796
	Iteration 15Q: 3 clusters Score -88355.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -88369.273438 Penalty: 717.940796
	Iteration 16Q: 3 clusters Score -88369.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -88381.796875 Penalty: 717.940796
	Iteration 17Q: 3 clusters Score -88381.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -88390.078125 Penalty: 717.940796
	Iteration 18Q: 3 clusters Score -88390.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -88396.851562 Penalty: 717.940796
	Iteration 19Q: 3 clusters Score -88396.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -88404.875000 Penalty: 717.940796
	Iteration 20F: 3 clusters Score -88404.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -88415.867188 Penalty: 717.940796
	Iteration 21Q: 3 clusters Score -88415.87 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -88431.281250 Penalty: 717.940796
	Iteration 22Q: 3 clusters Score -88431.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -88442.703125 Penalty: 717.940796
	Iteration 23Q: 3 clusters Score -88442.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -88448.015625 Penalty: 717.940796
	Iteration 24Q: 3 clusters Score -88448.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -88455.976562 Penalty: 717.940796
	Iteration 25Q: 3 clusters Score -88455.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -88462.320312 Penalty: 717.940796
	Iteration 26Q: 3 clusters Score -88462.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -88469.085938 Penalty: 717.940796
	Iteration 27Q: 3 clusters Score -88469.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -88475.671875 Penalty: 717.940796
	Iteration 28Q: 3 clusters Score -88475.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -88483.023438 Penalty: 717.940796
	Iteration 29Q: 3 clusters Score -88483.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -88489.382812 Penalty: 717.940796
	Iteration 30Q: 3 clusters Score -88489.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -88494.257812 Penalty: 717.940796
	Iteration 31Q: 3 clusters Score -88494.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -88498.085938 Penalty: 717.940796
	Iteration 32Q: 3 clusters Score -88498.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -88499.250000 Penalty: 717.940796
	Iteration 33Q: 3 clusters Score -88499.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -88500.742188 Penalty: 717.940796
	Iteration 34Q: 3 clusters Score -88500.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -88501.710938 Penalty: 717.940796
	Iteration 35Q: 3 clusters Score -88501.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -88502.382812 Penalty: 717.940796
	Iteration 36Q: 3 clusters Score -88502.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -88502.609375 Penalty: 717.940796
	Iteration 37Q: 3 clusters Score -88502.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -88502.609375 Penalty: 717.940796
	Iteration 38F: 3 clusters Score -88502.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Entering Unmasked Estep 
Score: -181704.500000 Penalty: 390.763611
	Iteration 0F: 2 clusters Score -181704.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -178076.875000 Penalty: 781.527222
	Iteration 0F: 3 clusters Score -178076.9 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -179470.046875 Penalty: 781.527222
	Iteration 1F: 3 clusters Score -179470 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -179615.156250 Penalty: 781.527222
	Iteration 2F: 3 clusters Score -179615.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -179762.515625 Penalty: 781.527222
	Iteration 3F: 3 clusters Score -179762.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -179954.718750 Penalty: 781.527222
	Iteration 4F: 3 clusters Score -179954.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -180199.890625 Penalty: 781.527222
	Iteration 5F: 3 clusters Score -180199.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -180489.203125 Penalty: 781.527222
	Iteration 6F: 3 clusters Score -180489.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -180698.171875 Penalty: 781.527222
	Iteration 7Q: 3 clusters Score -180698.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -180856.906250 Penalty: 781.527222
	Iteration 8Q: 3 clusters Score -180856.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180976.796875 Penalty: 781.527222
	Iteration 9Q: 3 clusters Score -180976.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -181055.671875 Penalty: 781.527222
	Iteration 10Q: 3 clusters Score -181055.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -181113.921875 Penalty: 781.527222
	Iteration 11Q: 3 clusters Score -181113.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -181151.750000 Penalty: 781.527222
	Iteration 12Q: 3 clusters Score -181151.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -181191.468750 Penalty: 781.527222
	Iteration 13Q: 3 clusters Score -181191.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -181217.921875 Penalty: 781.527222
	Iteration 14Q: 3 clusters Score -181217.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -181245.781250 Penalty: 781.527222
	Iteration 15Q: 3 clusters Score -181245.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -181270.640625 Penalty: 781.527222
	Iteration 16Q: 3 clusters Score -181270.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -181292.250000 Penalty: 781.527222
	Iteration 17Q: 3 clusters Score -181292.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -181310.625000 Penalty: 781.527222
	Iteration 18Q: 3 clusters Score -181310.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -181329.406250 Penalty: 781.527222
	Iteration 19Q: 3 clusters Score -181329.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -181339.453125 Penalty: 781.527222
	Iteration 20F: 3 clusters Score -181339.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -181345.921875 Penalty: 781.527222
	Iteration 21Q: 3 clusters Score -181345.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -181347.375000 Penalty: 781.527222
	Iteration 22Q: 3 clusters Score -181347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -181349.609375 Penalty: 781.527222
	Iteration 23Q: 3 clusters Score -181349.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -181352.859375 Penalty: 781.527222
	Iteration 24Q: 3 clusters Score -181352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -181356.187500 Penalty: 781.527222
	Iteration 25Q: 3 clusters Score -181356.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -181358.984375 Penalty: 781.527222
	Iteration 26Q: 3 clusters Score -181359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -181361.125000 Penalty: 781.527222
	Iteration 27Q: 3 clusters Score -181361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -181363.078125 Penalty: 781.527222
	Iteration 28Q: 3 clusters Score -181363.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -181363.531250 Penalty: 781.527222
	Iteration 29Q: 3 clusters Score -181363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -181363.531250 Penalty: 781.527222
	Iteration 30F: 3 clusters Score -181363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Entering Unmasked Estep 
Score: -58647.742188 Penalty: 349.363831
	Iteration 0F: 2 clusters Score -58647.74 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 1044 members 
Entering Unmasked Estep 
Score: -57076.414062 Penalty: 698.727661
	Iteration 0F: 3 clusters Score -57076.41 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -57655.957031 Penalty: 698.727661
	Iteration 1F: 3 clusters Score -57655.96 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -57760.644531 Penalty: 698.727661
	Iteration 2F: 3 clusters Score -57760.64 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -57861.894531 Penalty: 698.727661
	Iteration 3F: 3 clusters Score -57861.89 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -57965.867188 Penalty: 698.727661
	Iteration 4F: 3 clusters Score -57965.87 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58068.746094 Penalty: 698.727661
	Iteration 5F: 3 clusters Score -58068.75 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -58203.675781 Penalty: 698.727661
	Iteration 6F: 3 clusters Score -58203.68 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -58300.035156 Penalty: 698.727661
	Iteration 7Q: 3 clusters Score -58300.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -58351.734375 Penalty: 698.727661
	Iteration 8Q: 3 clusters Score -58351.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -58379.695312 Penalty: 698.727661
	Iteration 9Q: 3 clusters Score -58379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -58391.667969 Penalty: 698.727661
	Iteration 10Q: 3 clusters Score -58391.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -58406.738281 Penalty: 698.727661
	Iteration 11Q: 3 clusters Score -58406.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -58408.945312 Penalty: 698.727661
	Iteration 12Q: 3 clusters Score -58408.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -58411.035156 Penalty: 698.727661
	Iteration 13Q: 3 clusters Score -58411.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -58411.035156 Penalty: 698.727661
	Iteration 14F: 3 clusters Score -58411.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Entering Unmasked Estep 
Score: -212858.562500 Penalty: 401.200500
	Iteration 0F: 2 clusters Score -212858.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -208289.125000 Penalty: 802.401001
	Iteration 0F: 3 clusters Score -208289.1 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -209930.750000 Penalty: 802.401001
	Iteration 1F: 3 clusters Score -209930.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -210030.843750 Penalty: 802.401001
	Iteration 2Q: 3 clusters Score -210030.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -210139.796875 Penalty: 802.401001
	Iteration 3Q: 3 clusters Score -210139.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -210281.328125 Penalty: 802.401001
	Iteration 4Q: 3 clusters Score -210281.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -210468.812500 Penalty: 802.401001
	Iteration 5Q: 3 clusters Score -210468.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -210730.343750 Penalty: 802.401001
	Iteration 6F: 3 clusters Score -210730.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -211016.265625 Penalty: 802.401001
	Iteration 7F: 3 clusters Score -211016.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -211210.375000 Penalty: 802.401001
	Iteration 8F: 3 clusters Score -211210.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -211288.562500 Penalty: 802.401001
	Iteration 9Q: 3 clusters Score -211288.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -211333.062500 Penalty: 802.401001
	Iteration 10Q: 3 clusters Score -211333.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -211369.906250 Penalty: 802.401001
	Iteration 11Q: 3 clusters Score -211369.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -211396.453125 Penalty: 802.401001
	Iteration 12Q: 3 clusters Score -211396.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -211424.171875 Penalty: 802.401001
	Iteration 13Q: 3 clusters Score -211424.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -211450.156250 Penalty: 802.401001
	Iteration 14Q: 3 clusters Score -211450.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -211479.640625 Penalty: 802.401001
	Iteration 15Q: 3 clusters Score -211479.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -211514.906250 Penalty: 802.401001
	Iteration 16Q: 3 clusters Score -211514.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -211553.796875 Penalty: 802.401001
	Iteration 17Q: 3 clusters Score -211553.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -211593.062500 Penalty: 802.401001
	Iteration 18Q: 3 clusters Score -211593.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -211640.015625 Penalty: 802.401001
	Iteration 19Q: 3 clusters Score -211640 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -211694.546875 Penalty: 802.401001
	Iteration 20F: 3 clusters Score -211694.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -211759.421875 Penalty: 802.401001
	Iteration 21Q: 3 clusters Score -211759.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -211835.343750 Penalty: 802.401001
	Iteration 22Q: 3 clusters Score -211835.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -211899.921875 Penalty: 802.401001
	Iteration 23Q: 3 clusters Score -211899.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -211968.437500 Penalty: 802.401001
	Iteration 24Q: 3 clusters Score -211968.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -212035.046875 Penalty: 802.401001
	Iteration 25Q: 3 clusters Score -212035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -212096.343750 Penalty: 802.401001
	Iteration 26Q: 3 clusters Score -212096.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -212154.281250 Penalty: 802.401001
	Iteration 27Q: 3 clusters Score -212154.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -212210.281250 Penalty: 802.401001
	Iteration 28Q: 3 clusters Score -212210.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -212266.625000 Penalty: 802.401001
	Iteration 29Q: 3 clusters Score -212266.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -212316.171875 Penalty: 802.401001
	Iteration 30Q: 3 clusters Score -212316.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -212365.031250 Penalty: 802.401001
	Iteration 31Q: 3 clusters Score -212365 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -212402.718750 Penalty: 802.401001
	Iteration 32Q: 3 clusters Score -212402.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -212430.500000 Penalty: 802.401001
	Iteration 33Q: 3 clusters Score -212430.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -212451.812500 Penalty: 802.401001
	Iteration 34Q: 3 clusters Score -212451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -212465.687500 Penalty: 802.401001
	Iteration 35Q: 3 clusters Score -212465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -212477.859375 Penalty: 802.401001
	Iteration 36Q: 3 clusters Score -212477.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -212495.640625 Penalty: 802.401001
	Iteration 37Q: 3 clusters Score -212495.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -212502.328125 Penalty: 802.401001
	Iteration 38Q: 3 clusters Score -212502.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -212504.656250 Penalty: 802.401001
	Iteration 39Q: 3 clusters Score -212504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -212505.125000 Penalty: 802.401001
	Iteration 40F: 3 clusters Score -212505.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -212505.828125 Penalty: 802.401001
	Iteration 41Q: 3 clusters Score -212505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -212505.828125 Penalty: 802.401001
	Iteration 42F: 3 clusters Score -212505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -39525.746094 Penalty: 317.888763
	Iteration 0F: 2 clusters Score -39525.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -38640.742188 Penalty: 635.777527
	Iteration 0F: 3 clusters Score -38640.74 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -38883.878906 Penalty: 635.777527
	Iteration 1F: 3 clusters Score -38883.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -38926.437500 Penalty: 635.777527
	Iteration 2F: 3 clusters Score -38926.44 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -38946.832031 Penalty: 635.777527
	Iteration 3Q: 3 clusters Score -38946.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -38957.269531 Penalty: 635.777527
	Iteration 4Q: 3 clusters Score -38957.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -38965.820312 Penalty: 635.777527
	Iteration 5Q: 3 clusters Score -38965.82 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38974.597656 Penalty: 635.777527
	Iteration 6Q: 3 clusters Score -38974.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -38980.050781 Penalty: 635.777527
	Iteration 7Q: 3 clusters Score -38980.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38984.371094 Penalty: 635.777527
	Iteration 8Q: 3 clusters Score -38984.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -38988.324219 Penalty: 635.777527
	Iteration 9Q: 3 clusters Score -38988.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -38990.371094 Penalty: 635.777527
	Iteration 10Q: 3 clusters Score -38990.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -38992.804688 Penalty: 635.777527
	Iteration 11Q: 3 clusters Score -38992.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -38994.437500 Penalty: 635.777527
	Iteration 12Q: 3 clusters Score -38994.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -38997.378906 Penalty: 635.777527
	Iteration 13Q: 3 clusters Score -38997.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -39000.593750 Penalty: 635.777527
	Iteration 14Q: 3 clusters Score -39000.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -39004.125000 Penalty: 635.777527
	Iteration 15Q: 3 clusters Score -39004.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -39007.464844 Penalty: 635.777527
	Iteration 16Q: 3 clusters Score -39007.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -39010.429688 Penalty: 635.777527
	Iteration 17Q: 3 clusters Score -39010.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -39012.757812 Penalty: 635.777527
	Iteration 18Q: 3 clusters Score -39012.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -39015.414062 Penalty: 635.777527
	Iteration 19Q: 3 clusters Score -39015.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -39017.085938 Penalty: 635.777527
	Iteration 20F: 3 clusters Score -39017.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -39019.500000 Penalty: 635.777527
	Iteration 21Q: 3 clusters Score -39019.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -39022.464844 Penalty: 635.777527
	Iteration 22Q: 3 clusters Score -39022.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -39029.148438 Penalty: 635.777527
	Iteration 23Q: 3 clusters Score -39029.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -39033.082031 Penalty: 635.777527
	Iteration 24Q: 3 clusters Score -39033.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -39036.675781 Penalty: 635.777527
	Iteration 25Q: 3 clusters Score -39036.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -39038.578125 Penalty: 635.777527
	Iteration 26Q: 3 clusters Score -39038.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -39039.031250 Penalty: 635.777527
	Iteration 27Q: 3 clusters Score -39039.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -39040.761719 Penalty: 635.777527
	Iteration 28Q: 3 clusters Score -39040.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -39043.281250 Penalty: 635.777527
	Iteration 29Q: 3 clusters Score -39043.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -39044.183594 Penalty: 635.777527
	Iteration 30Q: 3 clusters Score -39044.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -39044.601562 Penalty: 635.777527
	Iteration 31Q: 3 clusters Score -39044.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -39045.414062 Penalty: 635.777527
	Iteration 32Q: 3 clusters Score -39045.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -39046.609375 Penalty: 635.777527
	Iteration 33Q: 3 clusters Score -39046.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -39047.785156 Penalty: 635.777527
	Iteration 34Q: 3 clusters Score -39047.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -39049.628906 Penalty: 635.777527
	Iteration 35Q: 3 clusters Score -39049.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -39050.382812 Penalty: 635.777527
	Iteration 36Q: 3 clusters Score -39050.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -39051.445312 Penalty: 635.777527
	Iteration 37Q: 3 clusters Score -39051.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -39052.808594 Penalty: 635.777527
	Iteration 38Q: 3 clusters Score -39052.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -39055.453125 Penalty: 635.777527
	Iteration 39Q: 3 clusters Score -39055.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -39058.054688 Penalty: 635.777527
	Iteration 40F: 3 clusters Score -39058.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -39062.804688 Penalty: 635.777527
	Iteration 41Q: 3 clusters Score -39062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -39067.386719 Penalty: 635.777527
	Iteration 42Q: 3 clusters Score -39067.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -39071.449219 Penalty: 635.777527
	Iteration 43Q: 3 clusters Score -39071.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -39076.136719 Penalty: 635.777527
	Iteration 44Q: 3 clusters Score -39076.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -39079.609375 Penalty: 635.777527
	Iteration 45Q: 3 clusters Score -39079.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -39086.347656 Penalty: 635.777527
	Iteration 46Q: 3 clusters Score -39086.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -39092.769531 Penalty: 635.777527
	Iteration 47Q: 3 clusters Score -39092.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -39097.648438 Penalty: 635.777527
	Iteration 48Q: 3 clusters Score -39097.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -39102.996094 Penalty: 635.777527
	Iteration 49Q: 3 clusters Score -39103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -39105.640625 Penalty: 635.777527
	Iteration 50Q: 3 clusters Score -39105.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -39107.691406 Penalty: 635.777527
	Iteration 51Q: 3 clusters Score -39107.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -39110.457031 Penalty: 635.777527
	Iteration 52Q: 3 clusters Score -39110.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -39112.148438 Penalty: 635.777527
	Iteration 53Q: 3 clusters Score -39112.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -39115.613281 Penalty: 635.777527
	Iteration 54Q: 3 clusters Score -39115.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -39120.730469 Penalty: 635.777527
	Iteration 55Q: 3 clusters Score -39120.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -39128.914062 Penalty: 635.777527
	Iteration 56Q: 3 clusters Score -39128.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -39138.761719 Penalty: 635.777527
	Iteration 57Q: 3 clusters Score -39138.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -39150.101562 Penalty: 635.777527
	Iteration 58Q: 3 clusters Score -39150.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -39159.500000 Penalty: 635.777527
	Iteration 59Q: 3 clusters Score -39159.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -39169.449219 Penalty: 635.777527
	Iteration 60F: 3 clusters Score -39169.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -39182.792969 Penalty: 635.777527
	Iteration 61Q: 3 clusters Score -39182.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -39195.148438 Penalty: 635.777527
	Iteration 62Q: 3 clusters Score -39195.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -39213.253906 Penalty: 635.777527
	Iteration 63Q: 3 clusters Score -39213.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -39222.968750 Penalty: 635.777527
	Iteration 64Q: 3 clusters Score -39222.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -39224.820312 Penalty: 635.777527
	Iteration 65Q: 3 clusters Score -39224.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -39225.734375 Penalty: 635.777527
	Iteration 66Q: 3 clusters Score -39225.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -39225.734375 Penalty: 635.777527
	Iteration 67F: 3 clusters Score -39225.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (103199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103199 members 
Entering Unmasked Estep 
Score: -3159546.750000 Penalty: 525.270874
	Iteration 0F: 2 clusters Score -3159547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -3089803.750000 Penalty: 1050.541748
	Iteration 0F: 3 clusters Score -3089804 nChanged 50581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -3120741.000000 Penalty: 1050.541748
	Iteration 1F: 3 clusters Score -3120741 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50109 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -3121984.250000 Penalty: 1050.541748
	Iteration 2Q: 3 clusters Score -3121984 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49997 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -3123691.250000 Penalty: 1050.541748
	Iteration 3Q: 3 clusters Score -3123691 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49731 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -3126330.250000 Penalty: 1050.541748
	Iteration 4Q: 3 clusters Score -3126330 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 53818 members 
Entering Unmasked Estep 
Score: -3130402.000000 Penalty: 1050.541748
	Iteration 5F: 3 clusters Score -3130402 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -3135565.250000 Penalty: 1050.541748
	Iteration 6F: 3 clusters Score -3135565 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 54849 members 
Entering Unmasked Estep 
Score: -3139679.500000 Penalty: 1050.541748
	Iteration 7F: 3 clusters Score -3139680 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 55175 members 
Entering Unmasked Estep 
Score: -3141316.500000 Penalty: 1050.541748
	Iteration 8Q: 3 clusters Score -3141316 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -3141740.250000 Penalty: 1050.541748
	Iteration 9Q: 3 clusters Score -3141740 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -3141898.750000 Penalty: 1050.541748
	Iteration 10Q: 3 clusters Score -3141899 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47649 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -3141989.000000 Penalty: 1050.541748
	Iteration 11Q: 3 clusters Score -3141989 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47499 members 
Mstep: Class 2 contains 55700 members 
Entering Unmasked Estep 
Score: -3142076.250000 Penalty: 1050.541748
	Iteration 12Q: 3 clusters Score -3142076 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47327 members 
Mstep: Class 2 contains 55872 members 
Entering Unmasked Estep 
Score: -3142175.750000 Penalty: 1050.541748
	Iteration 13Q: 3 clusters Score -3142176 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 56086 members 
Entering Unmasked Estep 
Score: -3142328.500000 Penalty: 1050.541748
	Iteration 14Q: 3 clusters Score -3142328 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -3142504.000000 Penalty: 1050.541748
	Iteration 15Q: 3 clusters Score -3142504 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -3142720.250000 Penalty: 1050.541748
	Iteration 16Q: 3 clusters Score -3142720 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 56784 members 
Entering Unmasked Estep 
Score: -3142980.500000 Penalty: 1050.541748
	Iteration 17Q: 3 clusters Score -3142980 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -3143264.000000 Penalty: 1050.541748
	Iteration 18Q: 3 clusters Score -3143264 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45943 members 
Mstep: Class 2 contains 57256 members 
Entering Unmasked Estep 
Score: -3143544.750000 Penalty: 1050.541748
	Iteration 19Q: 3 clusters Score -3143545 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 57486 members 
Entering Unmasked Estep 
Score: -3143948.750000 Penalty: 1050.541748
	Iteration 20F: 3 clusters Score -3143949 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 57687 members 
Entering Unmasked Estep 
Score: -3144360.250000 Penalty: 1050.541748
	Iteration 21Q: 3 clusters Score -3144360 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 57894 members 
Entering Unmasked Estep 
Score: -3144804.500000 Penalty: 1050.541748
	Iteration 22Q: 3 clusters Score -3144804 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -3145264.000000 Penalty: 1050.541748
	Iteration 23Q: 3 clusters Score -3145264 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -3145773.750000 Penalty: 1050.541748
	Iteration 24Q: 3 clusters Score -3145774 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 58292 members 
Entering Unmasked Estep 
Score: -3146327.250000 Penalty: 1050.541748
	Iteration 25Q: 3 clusters Score -3146327 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -3146879.250000 Penalty: 1050.541748
	Iteration 26Q: 3 clusters Score -3146879 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 58105 members 
Entering Unmasked Estep 
Score: -3147483.000000 Penalty: 1050.541748
	Iteration 27Q: 3 clusters Score -3147483 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -3148045.500000 Penalty: 1050.541748
	Iteration 28Q: 3 clusters Score -3148046 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 57700 members 
Entering Unmasked Estep 
Score: -3148577.750000 Penalty: 1050.541748
	Iteration 29Q: 3 clusters Score -3148578 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 57446 members 
Entering Unmasked Estep 
Score: -3149024.000000 Penalty: 1050.541748
	Iteration 30Q: 3 clusters Score -3149024 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -3149444.000000 Penalty: 1050.541748
	Iteration 31Q: 3 clusters Score -3149444 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 56842 members 
Entering Unmasked Estep 
Score: -3149787.250000 Penalty: 1050.541748
	Iteration 32Q: 3 clusters Score -3149787 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 56510 members 
Entering Unmasked Estep 
Score: -3150061.750000 Penalty: 1050.541748
	Iteration 33Q: 3 clusters Score -3150062 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 56135 members 
Entering Unmasked Estep 
Score: -3150285.000000 Penalty: 1050.541748
	Iteration 34Q: 3 clusters Score -3150285 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -3150491.500000 Penalty: 1050.541748
	Iteration 35Q: 3 clusters Score -3150492 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 55284 members 
Entering Unmasked Estep 
Score: -3150647.250000 Penalty: 1050.541748
	Iteration 36Q: 3 clusters Score -3150647 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48327 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -3150747.000000 Penalty: 1050.541748
	Iteration 37Q: 3 clusters Score -3150747 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -3150850.750000 Penalty: 1050.541748
	Iteration 38Q: 3 clusters Score -3150851 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -3150921.500000 Penalty: 1050.541748
	Iteration 39Q: 3 clusters Score -3150922 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49552 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -3151075.250000 Penalty: 1050.541748
	Iteration 40F: 3 clusters Score -3151075 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50040 members 
Mstep: Class 2 contains 53159 members 
Entering Unmasked Estep 
Score: -3151195.750000 Penalty: 1050.541748
	Iteration 41Q: 3 clusters Score -3151196 nChanged 561
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50521 members 
Mstep: Class 2 contains 52678 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -3151252 nChanged 549
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Mstep: Class 1 contains 51006 members 
Mstep: Class 2 contains 52193 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -3151329 nChanged 534
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Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51989 members 
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	Iteration 45Q: 3 clusters Score -3151435 nChanged 504
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Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 50720 members 
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	Iteration 46Q: 3 clusters Score -3151494 nChanged 542
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Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -3151601 nChanged 548
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Mstep: Class 1 contains 54109 members 
Mstep: Class 2 contains 49090 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -3151669 nChanged 523
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Mstep: Class 1 contains 54632 members 
Mstep: Class 2 contains 48567 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3151746 nChanged 540
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Mstep: Class 1 contains 55172 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3151812 nChanged 568
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Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 47459 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -3151874 nChanged 616
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Mstep: Class 1 contains 56356 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3151933 nChanged 613
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Mstep: Class 1 contains 56969 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -3152002 nChanged 594
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Mstep: Class 1 contains 57563 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -3152088 nChanged 612
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Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -3152147 nChanged 627
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Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -3152196 nChanged 622
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Mstep: Class 1 contains 59424 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -3152261 nChanged 682
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Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -3152344 nChanged 714
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Mstep: Class 1 contains 60820 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -3152430 nChanged 677
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Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -3152517 nChanged 681
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Mstep: Class 1 contains 62178 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3152622 nChanged 711
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Mstep: Class 2 contains 40310 members 
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	Iteration 63Q: 3 clusters Score -3152724 nChanged 697
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Mstep: Class 2 contains 39613 members 
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Mstep: Class 1 contains 64278 members 
Mstep: Class 2 contains 38921 members 
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	Iteration 65Q: 3 clusters Score -3152898 nChanged 720
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Mstep: Class 1 contains 64998 members 
Mstep: Class 2 contains 38201 members 
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Mstep: Class 1 contains 65765 members 
Mstep: Class 2 contains 37434 members 
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Mstep: Class 2 contains 35856 members 
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	Iteration 69Q: 3 clusters Score -3153394 nChanged 845
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Mstep: Class 2 contains 35011 members 
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Mstep: Class 2 contains 34152 members 
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Mstep: Class 2 contains 33280 members 
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	Iteration 72Q: 3 clusters Score -3153842 nChanged 909
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	Iteration 73Q: 3 clusters Score -3154033 nChanged 865
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	Iteration 74Q: 3 clusters Score -3154164 nChanged 846
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Mstep: Class 2 contains 29033 members 
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	Iteration 79Q: 3 clusters Score -3154913 nChanged 736
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Mstep: Class 2 contains 26744 members 
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Mstep: Class 2 contains 26028 members 
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Mstep: Class 1 contains 77873 members 
Mstep: Class 2 contains 25326 members 
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	Iteration 82Q: 3 clusters Score -3155310 nChanged 728
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Mstep: Class 1 contains 79346 members 
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Mstep: Class 1 contains 80083 members 
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	Iteration 85Q: 3 clusters Score -3155751 nChanged 717
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Mstep: Class 1 contains 80800 members 
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	Iteration 96Q: 3 clusters Score -3157242 nChanged 555
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	Iteration 99Q: 3 clusters Score -3157521 nChanged 454
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Mstep: Class 1 contains 89224 members 
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	Iteration 100F: 3 clusters Score -3157610 nChanged 484
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	Iteration 108Q: 3 clusters Score -3158152 nChanged 297
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	Iteration 109Q: 3 clusters Score -3158185 nChanged 284
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	Iteration 112Q: 3 clusters Score -3158322 nChanged 278
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	Iteration 114Q: 3 clusters Score -3158402 nChanged 285
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	Iteration 116Q: 3 clusters Score -3158507 nChanged 257
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	Iteration 120F: 3 clusters Score -3158624 nChanged 168
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	Iteration 121Q: 3 clusters Score -3158657 nChanged 139
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	Iteration 122Q: 3 clusters Score -3158680 nChanged 131
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	Iteration 123Q: 3 clusters Score -3158692 nChanged 138
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	Iteration 124Q: 3 clusters Score -3158707 nChanged 123
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	Iteration 125Q: 3 clusters Score -3158713 nChanged 115
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	Iteration 126Q: 3 clusters Score -3158716 nChanged 124
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	Iteration 128Q: 3 clusters Score -3158746 nChanged 99
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	Iteration 129Q: 3 clusters Score -3158752 nChanged 86
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	Iteration 130Q: 3 clusters Score -3158762 nChanged 100
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	Iteration 131Q: 3 clusters Score -3158775 nChanged 88
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	Iteration 132Q: 3 clusters Score -3158784 nChanged 84
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	Iteration 133Q: 3 clusters Score -3158781 nChanged 90
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Mstep: Class 2 contains 6114 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 97831 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 98263 members 
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Mstep: Class 1 contains 98311 members 
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Mstep: Class 1 contains 98358 members 
Mstep: Class 2 contains 4841 members 
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Mstep: Class 2 contains 4792 members 
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	Iteration 159Q: 3 clusters Score -3158892 nChanged 43
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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 4092 members 
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Mstep: Class 1 contains 99183 members 
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	Iteration 175Q: 3 clusters Score -3158945 nChanged 35
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Mstep: Class 1 contains 99218 members 
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Mstep: Class 1 contains 99248 members 
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Mstep: Class 1 contains 99277 members 
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	Iteration 179Q: 3 clusters Score -3158956 nChanged 32
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Mstep: Class 1 contains 99339 members 
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	Iteration 180F: 3 clusters Score -3158953 nChanged 28
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	Iteration 181Q: 3 clusters Score -3158956 nChanged 21
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	Iteration 183Q: 3 clusters Score -3158966 nChanged 23
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Mstep: Class 1 contains 99609 members 
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	Iteration 194Q: 3 clusters Score -3158973 nChanged 20
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Mstep: Class 1 contains 99643 members 
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	Iteration 195Q: 3 clusters Score -3158982 nChanged 29
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Mstep: Class 1 contains 99672 members 
Mstep: Class 2 contains 3527 members 
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	Iteration 198Q: 3 clusters Score -3158980 nChanged 9
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Mstep: Class 1 contains 99724 members 
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	Iteration 199Q: 3 clusters Score -3158978 nChanged 17
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Mstep: Class 1 contains 99741 members 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -3158984 nChanged 15
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Mstep: Class 1 contains 99777 members 
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	Iteration 204Q: 3 clusters Score -3158992 nChanged 14
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Mstep: Class 1 contains 99829 members 
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	Iteration 205Q: 3 clusters Score -3158988 nChanged 18
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	Iteration 206Q: 3 clusters Score -3158988 nChanged 11
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Mstep: Class 1 contains 99858 members 
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	Iteration 207Q: 3 clusters Score -3158986 nChanged 6
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	Iteration 208Q: 3 clusters Score -3158989 nChanged 11
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	Iteration 209Q: 3 clusters Score -3158988 nChanged 10
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	Iteration 211Q: 3 clusters Score -3158996 nChanged 20
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	Iteration 212Q: 3 clusters Score -3158996 nChanged 24
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	Iteration 213Q: 3 clusters Score -3158995 nChanged 27
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	Iteration 214Q: 3 clusters Score -3158996 nChanged 26
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	Iteration 215Q: 3 clusters Score -3158997 nChanged 30
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Mstep: Class 1 contains 100018 members 
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	Iteration 216Q: 3 clusters Score -3158993 nChanged 26
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Mstep: Class 1 contains 100044 members 
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	Iteration 217Q: 3 clusters Score -3158996 nChanged 17
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Mstep: Class 1 contains 100057 members 
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	Iteration 218Q: 3 clusters Score -3159002 nChanged 17
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Mstep: Class 1 contains 100074 members 
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	Iteration 219Q: 3 clusters Score -3159006 nChanged 19
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Mstep: Class 1 contains 100093 members 
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	Iteration 220F: 3 clusters Score -3159007 nChanged 20
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Mstep: Class 1 contains 100113 members 
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	Iteration 221Q: 3 clusters Score -3159006 nChanged 12
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	Iteration 222Q: 3 clusters Score -3159013 nChanged 22
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Mstep: Class 1 contains 100147 members 
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	Iteration 223Q: 3 clusters Score -3159010 nChanged 20
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Mstep: Class 1 contains 100167 members 
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	Iteration 224Q: 3 clusters Score -3159010 nChanged 28
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -3159016 nChanged 28
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Entering Unmasked Estep 
Score: -3159019.000000 Penalty: 1050.541748
	Iteration 226Q: 3 clusters Score -3159019 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100240 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3159017.250000 Penalty: 1050.541748
	Iteration 227Q: 3 clusters Score -3159017 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -3159019.000000 Penalty: 1050.541748
	Iteration 228Q: 3 clusters Score -3159019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100275 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -3159024.000000 Penalty: 1050.541748
	Iteration 229Q: 3 clusters Score -3159024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100288 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -3159023.500000 Penalty: 1050.541748
	Iteration 230Q: 3 clusters Score -3159024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100295 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3159022.250000 Penalty: 1050.541748
	Iteration 231Q: 3 clusters Score -3159022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100302 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3159026.000000 Penalty: 1050.541748
	Iteration 232Q: 3 clusters Score -3159026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100309 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -3159027.250000 Penalty: 1050.541748
	Iteration 233Q: 3 clusters Score -3159027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100318 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3159033.250000 Penalty: 1050.541748
	Iteration 234Q: 3 clusters Score -3159033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3159031.250000 Penalty: 1050.541748
	Iteration 235Q: 3 clusters Score -3159031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100325 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3159030.500000 Penalty: 1050.541748
	Iteration 236Q: 3 clusters Score -3159030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3159034.250000 Penalty: 1050.541748
	Iteration 237Q: 3 clusters Score -3159034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3159034.250000 Penalty: 1050.541748
	Iteration 238F: 3 clusters Score -3159034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (378697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378697 members 
Entering Unmasked Estep 
Score: -11916120.000000 Penalty: 584.424377
	Iteration 0F: 2 clusters Score -1.191612e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189124 members 
Mstep: Class 2 contains 189573 members 
Entering Unmasked Estep 
Score: -11657665.000000 Penalty: 1168.848755
	Iteration 0F: 3 clusters Score -1.165766e+07 nChanged 186823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178439 members 
Mstep: Class 2 contains 200258 members 
Entering Unmasked Estep 
Score: -11771277.000000 Penalty: 1168.848755
	Iteration 1F: 3 clusters Score -1.177128e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171296 members 
Mstep: Class 2 contains 207401 members 
Entering Unmasked Estep 
Score: -11775283.000000 Penalty: 1168.848755
	Iteration 2Q: 3 clusters Score -1.177528e+07 nChanged 16521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159911 members 
Mstep: Class 2 contains 218786 members 
Entering Unmasked Estep 
Score: -11782161.000000 Penalty: 1168.848755
	Iteration 3Q: 3 clusters Score -1.178216e+07 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142986 members 
Mstep: Class 2 contains 235711 members 
Entering Unmasked Estep 
Score: -11794388.000000 Penalty: 1168.848755
	Iteration 4F: 3 clusters Score -1.179439e+07 nChanged 25868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121060 members 
Mstep: Class 2 contains 257637 members 
Entering Unmasked Estep 
Score: -11813680.000000 Penalty: 1168.848755
	Iteration 5F: 3 clusters Score -1.181368e+07 nChanged 27518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97498 members 
Mstep: Class 2 contains 281199 members 
Entering Unmasked Estep 
Score: -11837987.000000 Penalty: 1168.848755
	Iteration 6F: 3 clusters Score -1.183799e+07 nChanged 23909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 300686 members 
Entering Unmasked Estep 
Score: -11860212.000000 Penalty: 1168.848755
	Iteration 7F: 3 clusters Score -1.186021e+07 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 313637 members 
Entering Unmasked Estep 
Score: -11874336.000000 Penalty: 1168.848755
	Iteration 8Q: 3 clusters Score -1.187434e+07 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 322595 members 
Entering Unmasked Estep 
Score: -11882472.000000 Penalty: 1168.848755
	Iteration 9Q: 3 clusters Score -1.188247e+07 nChanged 8813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Mstep: Class 2 contains 330012 members 
Entering Unmasked Estep 
Score: -11887837.000000 Penalty: 1168.848755
	Iteration 10Q: 3 clusters Score -1.188784e+07 nChanged 7065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 336695 members 
Entering Unmasked Estep 
Score: -11892221.000000 Penalty: 1168.848755
	Iteration 11Q: 3 clusters Score -1.189222e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 342641 members 
Entering Unmasked Estep 
Score: -11895936.000000 Penalty: 1168.848755
	Iteration 12Q: 3 clusters Score -1.189594e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 348038 members 
Entering Unmasked Estep 
Score: -11899693.000000 Penalty: 1168.848755
	Iteration 13Q: 3 clusters Score -1.189969e+07 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 352754 members 
Entering Unmasked Estep 
Score: -11902904.000000 Penalty: 1168.848755
	Iteration 14Q: 3 clusters Score -1.19029e+07 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 356776 members 
Entering Unmasked Estep 
Score: -11905578.000000 Penalty: 1168.848755
	Iteration 15Q: 3 clusters Score -1.190558e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 360175 members 
Entering Unmasked Estep 
Score: -11907741.000000 Penalty: 1168.848755
	Iteration 16Q: 3 clusters Score -1.190774e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 363101 members 
Entering Unmasked Estep 
Score: -11909580.000000 Penalty: 1168.848755
	Iteration 17Q: 3 clusters Score -1.190958e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 365620 members 
Entering Unmasked Estep 
Score: -11911136.000000 Penalty: 1168.848755
	Iteration 18Q: 3 clusters Score -1.191114e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 367701 members 
Entering Unmasked Estep 
Score: -11912468.000000 Penalty: 1168.848755
	Iteration 19Q: 3 clusters Score -1.191247e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 369395 members 
Entering Unmasked Estep 
Score: -11913504.000000 Penalty: 1168.848755
	Iteration 20F: 3 clusters Score -1.19135e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 370786 members 
Entering Unmasked Estep 
Score: -11914334.000000 Penalty: 1168.848755
	Iteration 21Q: 3 clusters Score -1.191433e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 371864 members 
Entering Unmasked Estep 
Score: -11914854.000000 Penalty: 1168.848755
	Iteration 22Q: 3 clusters Score -1.191485e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 372700 members 
Entering Unmasked Estep 
Score: -11915224.000000 Penalty: 1168.848755
	Iteration 23Q: 3 clusters Score -1.191522e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 373353 members 
Entering Unmasked Estep 
Score: -11915516.000000 Penalty: 1168.848755
	Iteration 24Q: 3 clusters Score -1.191552e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 373886 members 
Entering Unmasked Estep 
Score: -11915790.000000 Penalty: 1168.848755
	Iteration 25Q: 3 clusters Score -1.191579e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 374298 members 
Entering Unmasked Estep 
Score: -11915972.000000 Penalty: 1168.848755
	Iteration 26Q: 3 clusters Score -1.191597e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 374608 members 
Entering Unmasked Estep 
Score: -11916119.000000 Penalty: 1168.848755
	Iteration 27Q: 3 clusters Score -1.191612e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 374839 members 
Entering Unmasked Estep 
Score: -11916157.000000 Penalty: 1168.848755
	Iteration 28Q: 3 clusters Score -1.191616e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 375027 members 
Entering Unmasked Estep 
Score: -11916194.000000 Penalty: 1168.848755
	Iteration 29Q: 3 clusters Score -1.191619e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 375166 members 
Entering Unmasked Estep 
Score: -11916238.000000 Penalty: 1168.848755
	Iteration 30Q: 3 clusters Score -1.191624e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 375280 members 
Entering Unmasked Estep 
Score: -11916261.000000 Penalty: 1168.848755
	Iteration 31Q: 3 clusters Score -1.191626e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 375365 members 
Entering Unmasked Estep 
Score: -11916283.000000 Penalty: 1168.848755
	Iteration 32Q: 3 clusters Score -1.191628e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 375420 members 
Entering Unmasked Estep 
Score: -11916325.000000 Penalty: 1168.848755
	Iteration 33Q: 3 clusters Score -1.191632e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 375452 members 
Entering Unmasked Estep 
Score: -11916309.000000 Penalty: 1168.848755
	Iteration 34Q: 3 clusters Score -1.191631e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 375495 members 
Entering Unmasked Estep 
Score: -11916305.000000 Penalty: 1168.848755
	Iteration 35Q: 3 clusters Score -1.19163e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 375532 members 
Entering Unmasked Estep 
Score: -11916307.000000 Penalty: 1168.848755
	Iteration 36Q: 3 clusters Score -1.191631e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 375565 members 
Entering Unmasked Estep 
Score: -11916312.000000 Penalty: 1168.848755
	Iteration 37Q: 3 clusters Score -1.191631e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 375594 members 
Entering Unmasked Estep 
Score: -11916315.000000 Penalty: 1168.848755
	Iteration 38Q: 3 clusters Score -1.191632e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 375615 members 
Entering Unmasked Estep 
Score: -11916314.000000 Penalty: 1168.848755
	Iteration 39Q: 3 clusters Score -1.191631e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 375635 members 
Entering Unmasked Estep 
Score: -11916317.000000 Penalty: 1168.848755
	Iteration 40F: 3 clusters Score -1.191632e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 375655 members 
Entering Unmasked Estep 
Score: -11916314.000000 Penalty: 1168.848755
	Iteration 41Q: 3 clusters Score -1.191631e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 375689 members 
Entering Unmasked Estep 
Score: -11916329.000000 Penalty: 1168.848755
	Iteration 42Q: 3 clusters Score -1.191633e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 375710 members 
Entering Unmasked Estep 
Score: -11916320.000000 Penalty: 1168.848755
	Iteration 43Q: 3 clusters Score -1.191632e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 375737 members 
Entering Unmasked Estep 
Score: -11916342.000000 Penalty: 1168.848755
	Iteration 44Q: 3 clusters Score -1.191634e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 375761 members 
Entering Unmasked Estep 
Score: -11916343.000000 Penalty: 1168.848755
	Iteration 45Q: 3 clusters Score -1.191634e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 375781 members 
Entering Unmasked Estep 
Score: -11916353.000000 Penalty: 1168.848755
	Iteration 46Q: 3 clusters Score -1.191635e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 375801 members 
Entering Unmasked Estep 
Score: -11916351.000000 Penalty: 1168.848755
	Iteration 47Q: 3 clusters Score -1.191635e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 375819 members 
Entering Unmasked Estep 
Score: -11916350.000000 Penalty: 1168.848755
	Iteration 48Q: 3 clusters Score -1.191635e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 375842 members 
Entering Unmasked Estep 
Score: -11916368.000000 Penalty: 1168.848755
	Iteration 49Q: 3 clusters Score -1.191637e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 375857 members 
Entering Unmasked Estep 
Score: -11916383.000000 Penalty: 1168.848755
	Iteration 50Q: 3 clusters Score -1.191638e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 375874 members 
Entering Unmasked Estep 
Score: -11916375.000000 Penalty: 1168.848755
	Iteration 51Q: 3 clusters Score -1.191638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 375878 members 
Entering Unmasked Estep 
Score: -11916379.000000 Penalty: 1168.848755
	Iteration 52Q: 3 clusters Score -1.191638e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 375880 members 
Entering Unmasked Estep 
Score: -11916390.000000 Penalty: 1168.848755
	Iteration 53Q: 3 clusters Score -1.191639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 375883 members 
Entering Unmasked Estep 
Score: -11916382.000000 Penalty: 1168.848755
	Iteration 54Q: 3 clusters Score -1.191638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 375886 members 
Entering Unmasked Estep 
Score: -11916382.000000 Penalty: 1168.848755
	Iteration 55Q: 3 clusters Score -1.191638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 375885 members 
Entering Unmasked Estep 
Score: -11916382.000000 Penalty: 1168.848755
	Iteration 56Q: 3 clusters Score -1.191638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 375886 members 
Entering Unmasked Estep 
Score: -11916379.000000 Penalty: 1168.848755
	Iteration 57Q: 3 clusters Score -1.191638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 375886 members 
Entering Unmasked Estep 
Score: -11916389.000000 Penalty: 1168.848755
	Iteration 58Q: 3 clusters Score -1.191639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 375886 members 
Entering Unmasked Estep 
Score: -11916389.000000 Penalty: 1168.848755
	Iteration 59F: 3 clusters Score -1.191639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 375886 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 103199 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 15 contains 133067 members 
Mstep: Class 16 contains 35748 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 27318 members 
Mstep: Class 19 contains 1446 members 
Entering Unmasked Estep 
Score: -21460880.000000 Penalty: 9825.448242
Splitting cluster 13 changes total score from -21460386.000000 to -21460880.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (133067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133067 members 
Entering Unmasked Estep 
Score: -3993467.500000 Penalty: 536.836670
	Iteration 0F: 2 clusters Score -3993468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66536 members 
Mstep: Class 2 contains 66531 members 
Entering Unmasked Estep 
Score: -3903426.000000 Penalty: 1073.673340
	Iteration 0F: 3 clusters Score -3903426 nChanged 65142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67674 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -3945850.250000 Penalty: 1073.673340
	Iteration 1F: 3 clusters Score -3945850 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 64538 members 
Entering Unmasked Estep 
Score: -3950238.000000 Penalty: 1073.673340
	Iteration 2F: 3 clusters Score -3950238 nChanged 8741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69850 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -3956299.500000 Penalty: 1073.673340
	Iteration 3F: 3 clusters Score -3956300 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71675 members 
Mstep: Class 2 contains 61392 members 
Entering Unmasked Estep 
Score: -3963446.250000 Penalty: 1073.673340
	Iteration 4F: 3 clusters Score -3963446 nChanged 9432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73775 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -3970684.250000 Penalty: 1073.673340
	Iteration 5F: 3 clusters Score -3970684 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75648 members 
Mstep: Class 2 contains 57419 members 
Entering Unmasked Estep 
Score: -3976089.250000 Penalty: 1073.673340
	Iteration 6F: 3 clusters Score -3976089 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 55840 members 
Entering Unmasked Estep 
Score: -3978941.750000 Penalty: 1073.673340
	Iteration 7Q: 3 clusters Score -3978942 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78556 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -3980366.500000 Penalty: 1073.673340
	Iteration 8Q: 3 clusters Score -3980366 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79969 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -3981512.000000 Penalty: 1073.673340
	Iteration 9Q: 3 clusters Score -3981512 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81468 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -3982505.500000 Penalty: 1073.673340
	Iteration 10Q: 3 clusters Score -3982506 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83019 members 
Mstep: Class 2 contains 50048 members 
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Mstep: Class 1 contains 84612 members 
Mstep: Class 2 contains 48455 members 
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	Iteration 12Q: 3 clusters Score -3984398 nChanged 2097
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Mstep: Class 1 contains 86213 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3985264 nChanged 1966
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Mstep: Class 1 contains 87815 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 43634 members 
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	Iteration 15Q: 3 clusters Score -3986772 nChanged 1809
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Mstep: Class 1 contains 91026 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 92521 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3988035 nChanged 1567
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Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 39099 members 
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	Iteration 18Q: 3 clusters Score -3988589 nChanged 1483
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Mstep: Class 1 contains 95381 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3989096 nChanged 1445
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Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3989588 nChanged 1365
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Mstep: Class 1 contains 98125 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3989961 nChanged 1313
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Mstep: Class 1 contains 99422 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3990342 nChanged 1237
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Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3990676 nChanged 1119
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Mstep: Class 1 contains 101772 members 
Mstep: Class 2 contains 31295 members 
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	Iteration 24Q: 3 clusters Score -3990906 nChanged 1080
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Mstep: Class 1 contains 102852 members 
Mstep: Class 2 contains 30215 members 
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	Iteration 25Q: 3 clusters Score -3991138 nChanged 1016
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Mstep: Class 1 contains 103868 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3991334 nChanged 960
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Mstep: Class 1 contains 104828 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3991493 nChanged 891
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Mstep: Class 1 contains 105719 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3991660 nChanged 869
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Mstep: Class 1 contains 106588 members 
Mstep: Class 2 contains 26479 members 
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	Iteration 29Q: 3 clusters Score -3991800 nChanged 855
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Mstep: Class 1 contains 107443 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3991964 nChanged 830
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Mstep: Class 1 contains 108273 members 
Mstep: Class 2 contains 24794 members 
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	Iteration 31Q: 3 clusters Score -3992101 nChanged 840
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Mstep: Class 1 contains 109113 members 
Mstep: Class 2 contains 23954 members 
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	Iteration 32Q: 3 clusters Score -3992246 nChanged 833
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Mstep: Class 1 contains 109946 members 
Mstep: Class 2 contains 23121 members 
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	Iteration 33Q: 3 clusters Score -3992404 nChanged 832
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Mstep: Class 1 contains 110778 members 
Mstep: Class 2 contains 22289 members 
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	Iteration 34Q: 3 clusters Score -3992544 nChanged 772
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Mstep: Class 1 contains 111550 members 
Mstep: Class 2 contains 21517 members 
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	Iteration 35Q: 3 clusters Score -3992681 nChanged 717
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Mstep: Class 2 contains 20800 members 
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	Iteration 36Q: 3 clusters Score -3992797 nChanged 715
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Mstep: Class 2 contains 20085 members 
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	Iteration 37Q: 3 clusters Score -3992919 nChanged 693
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Mstep: Class 1 contains 113675 members 
Mstep: Class 2 contains 19392 members 
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	Iteration 38Q: 3 clusters Score -3993034 nChanged 677
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Mstep: Class 2 contains 18715 members 
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	Iteration 39Q: 3 clusters Score -3993110 nChanged 605
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Mstep: Class 1 contains 114957 members 
Mstep: Class 2 contains 18110 members 
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	Iteration 40F: 3 clusters Score -3993220 nChanged 568
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	Iteration 41Q: 3 clusters Score -3993312 nChanged 525
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	Iteration 43Q: 3 clusters Score -3993468 nChanged 520
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	Iteration 44Q: 3 clusters Score -3993536 nChanged 497
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	Iteration 48Q: 3 clusters Score -3993808 nChanged 462
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	Iteration 50Q: 3 clusters Score -3993920 nChanged 437
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	Iteration 51Q: 3 clusters Score -3993973 nChanged 428
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	Iteration 52Q: 3 clusters Score -3994050 nChanged 409
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	Iteration 53Q: 3 clusters Score -3994112 nChanged 402
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	Iteration 54Q: 3 clusters Score -3994145 nChanged 373
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	Iteration 55Q: 3 clusters Score -3994204 nChanged 305
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	Iteration 56Q: 3 clusters Score -3994223 nChanged 304
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	Iteration 57Q: 3 clusters Score -3994248 nChanged 262
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	Iteration 58Q: 3 clusters Score -3994282 nChanged 257
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	Iteration 59Q: 3 clusters Score -3994316 nChanged 231
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	Iteration 60F: 3 clusters Score -3994338 nChanged 220
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	Iteration 61Q: 3 clusters Score -3994351 nChanged 213
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	Iteration 62Q: 3 clusters Score -3994390 nChanged 184
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	Iteration 63Q: 3 clusters Score -3994401 nChanged 166
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	Iteration 64Q: 3 clusters Score -3994429 nChanged 168
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	Iteration 65Q: 3 clusters Score -3994445 nChanged 161
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	Iteration 66Q: 3 clusters Score -3994455 nChanged 157
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	Iteration 67Q: 3 clusters Score -3994452 nChanged 162
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	Iteration 68Q: 3 clusters Score -3994464 nChanged 132
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	Iteration 69Q: 3 clusters Score -3994479 nChanged 132
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	Iteration 70Q: 3 clusters Score -3994482 nChanged 108
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Mstep: Class 1 contains 125174 members 
Mstep: Class 2 contains 7893 members 
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	Iteration 71Q: 3 clusters Score -3994496 nChanged 109
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	Iteration 72Q: 3 clusters Score -3994508 nChanged 112
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	Iteration 73Q: 3 clusters Score -3994514 nChanged 89
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	Iteration 74Q: 3 clusters Score -3994512 nChanged 67
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	Iteration 75Q: 3 clusters Score -3994516 nChanged 71
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	Iteration 76Q: 3 clusters Score -3994524 nChanged 77
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	Iteration 77Q: 3 clusters Score -3994537 nChanged 65
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	Iteration 78Q: 3 clusters Score -3994534 nChanged 74
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	Iteration 79Q: 3 clusters Score -3994538 nChanged 76
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	Iteration 80F: 3 clusters Score -3994560 nChanged 80
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	Iteration 81Q: 3 clusters Score -3994558 nChanged 73
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	Iteration 82Q: 3 clusters Score -3994562 nChanged 75
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	Iteration 83Q: 3 clusters Score -3994575 nChanged 69
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	Iteration 84Q: 3 clusters Score -3994569 nChanged 65
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	Iteration 85Q: 3 clusters Score -3994582 nChanged 54
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	Iteration 86Q: 3 clusters Score -3994598 nChanged 44
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	Iteration 87Q: 3 clusters Score -3994589 nChanged 46
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	Iteration 89Q: 3 clusters Score -3994591 nChanged 30
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	Iteration 90Q: 3 clusters Score -3994593 nChanged 29
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	Iteration 91Q: 3 clusters Score -3994587 nChanged 34
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	Iteration 92Q: 3 clusters Score -3994587 nChanged 28
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	Iteration 93Q: 3 clusters Score -3994591 nChanged 22
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	Iteration 94Q: 3 clusters Score -3994591 nChanged 23
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	Iteration 95Q: 3 clusters Score -3994587 nChanged 18
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	Iteration 96Q: 3 clusters Score -3994590 nChanged 15
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	Iteration 97Q: 3 clusters Score -3994597 nChanged 15
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	Iteration 98Q: 3 clusters Score -3994596 nChanged 14
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	Iteration 99Q: 3 clusters Score -3994598 nChanged 13
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	Iteration 100F: 3 clusters Score -3994598 nChanged 13
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	Iteration 101Q: 3 clusters Score -3994600 nChanged 10
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	Iteration 102Q: 3 clusters Score -3994601 nChanged 13
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Mstep: Class 1 contains 126701 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -3994596.250000 Penalty: 1073.673340
	Iteration 103Q: 3 clusters Score -3994596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -3994597.250000 Penalty: 1073.673340
	Iteration 104Q: 3 clusters Score -3994597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126712 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3994595.500000 Penalty: 1073.673340
	Iteration 105Q: 3 clusters Score -3994596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126719 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -3994591.250000 Penalty: 1073.673340
	Iteration 106Q: 3 clusters Score -3994591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126725 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -3994591.750000 Penalty: 1073.673340
	Iteration 107Q: 3 clusters Score -3994592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126728 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -3994595.500000 Penalty: 1073.673340
	Iteration 108Q: 3 clusters Score -3994596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -3994593.250000 Penalty: 1073.673340
	Iteration 109Q: 3 clusters Score -3994593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126733 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3994594.250000 Penalty: 1073.673340
	Iteration 110Q: 3 clusters Score -3994594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126733 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3994594.250000 Penalty: 1073.673340
	Iteration 111F: 3 clusters Score -3994594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 375886 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 103199 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 15 contains 126733 members 
Mstep: Class 16 contains 35748 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 27318 members 
Mstep: Class 19 contains 1446 members 
Entering Unmasked Estep 
Score: -21461780.000000 Penalty: 10439.538086
Splitting cluster 15 changes total score from -21460386.000000 to -21461780.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (35748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Entering Unmasked Estep 
Score: -1144804.875000 Penalty: 477.033386
	Iteration 0F: 2 clusters Score -1144805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -1120966.750000 Penalty: 954.066772
	Iteration 0F: 3 clusters Score -1120967 nChanged 17087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -1132078.625000 Penalty: 954.066772
	Iteration 1F: 3 clusters Score -1132079 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -1133887.125000 Penalty: 954.066772
	Iteration 2F: 3 clusters Score -1133887 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -1136320.875000 Penalty: 954.066772
	Iteration 3F: 3 clusters Score -1136321 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -1138800.625000 Penalty: 954.066772
	Iteration 4F: 3 clusters Score -1138801 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -1140454.000000 Penalty: 954.066772
	Iteration 5F: 3 clusters Score -1140454 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -1141336.625000 Penalty: 954.066772
	Iteration 6Q: 3 clusters Score -1141337 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -1141844.500000 Penalty: 954.066772
	Iteration 7Q: 3 clusters Score -1141844 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1142230.375000 Penalty: 954.066772
	Iteration 8Q: 3 clusters Score -1142230 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -1142582.500000 Penalty: 954.066772
	Iteration 9Q: 3 clusters Score -1142582 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -1142913.875000 Penalty: 954.066772
	Iteration 10Q: 3 clusters Score -1142914 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -1143221.500000 Penalty: 954.066772
	Iteration 11Q: 3 clusters Score -1143222 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -1143470.625000 Penalty: 954.066772
	Iteration 12Q: 3 clusters Score -1143471 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 32337 members 
Entering Unmasked Estep 
Score: -1143681.750000 Penalty: 954.066772
	Iteration 13Q: 3 clusters Score -1143682 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -1143862.375000 Penalty: 954.066772
	Iteration 14Q: 3 clusters Score -1143862 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -1144004.000000 Penalty: 954.066772
	Iteration 15Q: 3 clusters Score -1144004 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -1144103.375000 Penalty: 954.066772
	Iteration 16Q: 3 clusters Score -1144103 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -1144170.500000 Penalty: 954.066772
	Iteration 17Q: 3 clusters Score -1144170 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -1144236.875000 Penalty: 954.066772
	Iteration 18Q: 3 clusters Score -1144237 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -1144300.250000 Penalty: 954.066772
	Iteration 19Q: 3 clusters Score -1144300 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -1144346.375000 Penalty: 954.066772
	Iteration 20F: 3 clusters Score -1144346 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -1144373.875000 Penalty: 954.066772
	Iteration 21Q: 3 clusters Score -1144374 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -1144410.125000 Penalty: 954.066772
	Iteration 22Q: 3 clusters Score -1144410 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -1144434.500000 Penalty: 954.066772
	Iteration 23Q: 3 clusters Score -1144434 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -1144457.500000 Penalty: 954.066772
	Iteration 24Q: 3 clusters Score -1144458 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 34395 members 
Entering Unmasked Estep 
Score: -1144479.000000 Penalty: 954.066772
	Iteration 25Q: 3 clusters Score -1144479 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -1144508.250000 Penalty: 954.066772
	Iteration 26Q: 3 clusters Score -1144508 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -1144546.000000 Penalty: 954.066772
	Iteration 27Q: 3 clusters Score -1144546 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -1144572.375000 Penalty: 954.066772
	Iteration 28Q: 3 clusters Score -1144572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -1144611.125000 Penalty: 954.066772
	Iteration 29Q: 3 clusters Score -1144611 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -1144662.125000 Penalty: 954.066772
	Iteration 30Q: 3 clusters Score -1144662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -1144708.875000 Penalty: 954.066772
	Iteration 31Q: 3 clusters Score -1144709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -1144743.000000 Penalty: 954.066772
	Iteration 32Q: 3 clusters Score -1144743 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -1144766.250000 Penalty: 954.066772
	Iteration 33Q: 3 clusters Score -1144766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -1144783.875000 Penalty: 954.066772
	Iteration 34Q: 3 clusters Score -1144784 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -1144796.375000 Penalty: 954.066772
	Iteration 35Q: 3 clusters Score -1144796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -1144807.250000 Penalty: 954.066772
	Iteration 36Q: 3 clusters Score -1144807 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -1144812.625000 Penalty: 954.066772
	Iteration 37Q: 3 clusters Score -1144813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -1144821.500000 Penalty: 954.066772
	Iteration 38Q: 3 clusters Score -1144822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -1144824.875000 Penalty: 954.066772
	Iteration 39Q: 3 clusters Score -1144825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34847 members 
Entering Unmasked Estep 
Score: -1144825.125000 Penalty: 954.066772
	Iteration 40F: 3 clusters Score -1144825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -1144825.750000 Penalty: 954.066772
	Iteration 41Q: 3 clusters Score -1144826 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -1144829.875000 Penalty: 954.066772
	Iteration 42Q: 3 clusters Score -1144830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -1144833.750000 Penalty: 954.066772
	Iteration 43Q: 3 clusters Score -1144834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -1144836.000000 Penalty: 954.066772
	Iteration 44Q: 3 clusters Score -1144836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -1144839.375000 Penalty: 954.066772
	Iteration 45Q: 3 clusters Score -1144839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -1144837.625000 Penalty: 954.066772
	Iteration 46Q: 3 clusters Score -1144838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -1144843.250000 Penalty: 954.066772
	Iteration 47Q: 3 clusters Score -1144843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -1144847.125000 Penalty: 954.066772
	Iteration 48Q: 3 clusters Score -1144847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -1144850.125000 Penalty: 954.066772
	Iteration 49Q: 3 clusters Score -1144850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -1144850.750000 Penalty: 954.066772
	Iteration 50Q: 3 clusters Score -1144851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -1144853.625000 Penalty: 954.066772
	Iteration 51Q: 3 clusters Score -1144854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -1144858.250000 Penalty: 954.066772
	Iteration 52Q: 3 clusters Score -1144858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -1144862.125000 Penalty: 954.066772
	Iteration 53Q: 3 clusters Score -1144862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -1144864.375000 Penalty: 954.066772
	Iteration 54Q: 3 clusters Score -1144864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -1144872.875000 Penalty: 954.066772
	Iteration 55Q: 3 clusters Score -1144873 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -1144876.500000 Penalty: 954.066772
	Iteration 56Q: 3 clusters Score -1144876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -1144881.750000 Penalty: 954.066772
	Iteration 57Q: 3 clusters Score -1144882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -1144884.750000 Penalty: 954.066772
	Iteration 58Q: 3 clusters Score -1144885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -1144884.500000 Penalty: 954.066772
	Iteration 59Q: 3 clusters Score -1144884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -1144887.000000 Penalty: 954.066772
	Iteration 60F: 3 clusters Score -1144887 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -1144886.000000 Penalty: 954.066772
	Iteration 61Q: 3 clusters Score -1144886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -1144890.875000 Penalty: 954.066772
	Iteration 62Q: 3 clusters Score -1144891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -1144892.875000 Penalty: 954.066772
	Iteration 63Q: 3 clusters Score -1144893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -1144893.375000 Penalty: 954.066772
	Iteration 64Q: 3 clusters Score -1144893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -1144893.750000 Penalty: 954.066772
	Iteration 65Q: 3 clusters Score -1144894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -1144892.750000 Penalty: 954.066772
	Iteration 66Q: 3 clusters Score -1144893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -1144893.250000 Penalty: 954.066772
	Iteration 67Q: 3 clusters Score -1144893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -1144893.625000 Penalty: 954.066772
	Iteration 68Q: 3 clusters Score -1144894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -1144894.000000 Penalty: 954.066772
	Iteration 69Q: 3 clusters Score -1144894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -1144892.875000 Penalty: 954.066772
	Iteration 70Q: 3 clusters Score -1144893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -1144892.500000 Penalty: 954.066772
	Iteration 71Q: 3 clusters Score -1144892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -1144892.500000 Penalty: 954.066772
	Iteration 72Q: 3 clusters Score -1144892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -1144892.500000 Penalty: 954.066772
	Iteration 73F: 3 clusters Score -1144892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 375886 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 34799 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 103199 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 15 contains 126733 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 27318 members 
Mstep: Class 19 contains 1446 members 
Entering Unmasked Estep 
Score: -21461716.000000 Penalty: 11053.628906
Splitting cluster 16 changes total score from -21460386.000000 to -21461716.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -126466.257812 Penalty: 375.840637
	Iteration 0F: 2 clusters Score -126466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -123803.953125 Penalty: 751.681274
	Iteration 0F: 3 clusters Score -123804 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -124700.890625 Penalty: 751.681274
	Iteration 1F: 3 clusters Score -124700.9 nChanged 232
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: -124824.968750 Penalty: 751.681274
	Iteration 2F: 3 clusters Score -124825 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -124946.007812 Penalty: 751.681274
	Iteration 3F: 3 clusters Score -124946 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -125065.945312 Penalty: 751.681274
	Iteration 4F: 3 clusters Score -125065.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -125222.851562 Penalty: 751.681274
	Iteration 5F: 3 clusters Score -125222.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -125396.562500 Penalty: 751.681274
	Iteration 6F: 3 clusters Score -125396.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -125557.320312 Penalty: 751.681274
	Iteration 7F: 3 clusters Score -125557.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -125676.789062 Penalty: 751.681274
	Iteration 8Q: 3 clusters Score -125676.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -125747.546875 Penalty: 751.681274
	Iteration 9Q: 3 clusters Score -125747.5 nChanged 100
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: -125783.273438 Penalty: 751.681274
	Iteration 10Q: 3 clusters Score -125783.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -125802.351562 Penalty: 751.681274
	Iteration 11Q: 3 clusters Score -125802.4 nChanged 54
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: -125822.421875 Penalty: 751.681274
	Iteration 12Q: 3 clusters Score -125822.4 nChanged 58
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: -125838.578125 Penalty: 751.681274
	Iteration 13Q: 3 clusters Score -125838.6 nChanged 40
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: -125848.710938 Penalty: 751.681274
	Iteration 14Q: 3 clusters Score -125848.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -125855.968750 Penalty: 751.681274
	Iteration 15Q: 3 clusters Score -125856 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -125862.960938 Penalty: 751.681274
	Iteration 16Q: 3 clusters Score -125863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -125868.820312 Penalty: 751.681274
	Iteration 17Q: 3 clusters Score -125868.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -125875.898438 Penalty: 751.681274
	Iteration 18Q: 3 clusters Score -125875.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -125882.312500 Penalty: 751.681274
	Iteration 19Q: 3 clusters Score -125882.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -125888.484375 Penalty: 751.681274
	Iteration 20F: 3 clusters Score -125888.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -125892.289062 Penalty: 751.681274
	Iteration 21Q: 3 clusters Score -125892.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -125895.140625 Penalty: 751.681274
	Iteration 22Q: 3 clusters Score -125895.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -125897.382812 Penalty: 751.681274
	Iteration 23Q: 3 clusters Score -125897.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -125899.445312 Penalty: 751.681274
	Iteration 24Q: 3 clusters Score -125899.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -125902.140625 Penalty: 751.681274
	Iteration 25Q: 3 clusters Score -125902.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -125903.429688 Penalty: 751.681274
	Iteration 26Q: 3 clusters Score -125903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -125904.703125 Penalty: 751.681274
	Iteration 27Q: 3 clusters Score -125904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -125905.593750 Penalty: 751.681274
	Iteration 28Q: 3 clusters Score -125905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -125906.125000 Penalty: 751.681274
	Iteration 29Q: 3 clusters Score -125906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -125906.328125 Penalty: 751.681274
	Iteration 30Q: 3 clusters Score -125906.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -125906.531250 Penalty: 751.681274
	Iteration 31Q: 3 clusters Score -125906.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -125906.671875 Penalty: 751.681274
	Iteration 32Q: 3 clusters Score -125906.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -125906.671875 Penalty: 751.681274
	Iteration 33F: 3 clusters Score -125906.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27318 members 
Entering Unmasked Estep 
Score: -761885.187500 Penalty: 464.796204
	Iteration 0F: 2 clusters Score -761885.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -743565.312500 Penalty: 929.592407
	Iteration 0F: 3 clusters Score -743565.3 nChanged 13159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -753350.562500 Penalty: 929.592407
	Iteration 1F: 3 clusters Score -753350.6 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -755483.062500 Penalty: 929.592407
	Iteration 2F: 3 clusters Score -755483.1 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -757569.625000 Penalty: 929.592407
	Iteration 3F: 3 clusters Score -757569.6 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -759174.312500 Penalty: 929.592407
	Iteration 4F: 3 clusters Score -759174.3 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -760284.437500 Penalty: 929.592407
	Iteration 5F: 3 clusters Score -760284.4 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -761191.750000 Penalty: 929.592407
	Iteration 6Q: 3 clusters Score -761191.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -762069.875000 Penalty: 929.592407
	Iteration 7Q: 3 clusters Score -762069.9 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -762841.687500 Penalty: 929.592407
	Iteration 8Q: 3 clusters Score -762841.7 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -763443.500000 Penalty: 929.592407
	Iteration 9Q: 3 clusters Score -763443.5 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -763763.062500 Penalty: 929.592407
	Iteration 10Q: 3 clusters Score -763763.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -763944.062500 Penalty: 929.592407
	Iteration 11Q: 3 clusters Score -763944.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -764041.062500 Penalty: 929.592407
	Iteration 12Q: 3 clusters Score -764041.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -764118.937500 Penalty: 929.592407
	Iteration 13Q: 3 clusters Score -764118.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -764176.375000 Penalty: 929.592407
	Iteration 14Q: 3 clusters Score -764176.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -764217.312500 Penalty: 929.592407
	Iteration 15Q: 3 clusters Score -764217.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -764246.500000 Penalty: 929.592407
	Iteration 16Q: 3 clusters Score -764246.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -764259.937500 Penalty: 929.592407
	Iteration 17Q: 3 clusters Score -764259.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -764265.625000 Penalty: 929.592407
	Iteration 18Q: 3 clusters Score -764265.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -764271.812500 Penalty: 929.592407
	Iteration 19Q: 3 clusters Score -764271.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -764276.562500 Penalty: 929.592407
	Iteration 20F: 3 clusters Score -764276.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -764274.750000 Penalty: 929.592407
	Iteration 21Q: 3 clusters Score -764274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -764278.125000 Penalty: 929.592407
	Iteration 22Q: 3 clusters Score -764278.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -764279.062500 Penalty: 929.592407
	Iteration 23Q: 3 clusters Score -764279.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -764280.250000 Penalty: 929.592407
	Iteration 24Q: 3 clusters Score -764280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -764282.312500 Penalty: 929.592407
	Iteration 25Q: 3 clusters Score -764282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 25774 members 
Entering Unmasked Estep 
Score: -764280.375000 Penalty: 929.592407
	Iteration 26Q: 3 clusters Score -764280.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -764280.062500 Penalty: 929.592407
	Iteration 27Q: 3 clusters Score -764280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -764279.875000 Penalty: 929.592407
	Iteration 28Q: 3 clusters Score -764279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -764279.875000 Penalty: 929.592407
	Iteration 29F: 3 clusters Score -764279.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 3 contains 375886 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 7 contains 6334 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 34799 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 103199 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 14 contains 25780 members 
Mstep: Class 15 contains 126733 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 1538 members 
Mstep: Class 19 contains 1446 members 
Entering Unmasked Estep 
Score: -21464030.000000 Penalty: 11667.719727
Splitting cluster 18 changes total score from -21460386.000000 to -21464030.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 19 (1446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Entering Unmasked Estep 
Score: -48328.523438 Penalty: 331.083313
	Iteration 0F: 2 clusters Score -48328.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -47265.003906 Penalty: 662.166626
	Iteration 0F: 3 clusters Score -47265 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -47553.132812 Penalty: 662.166626
	Iteration 1F: 3 clusters Score -47553.13 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -47617.816406 Penalty: 662.166626
	Iteration 2F: 3 clusters Score -47617.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -47661.269531 Penalty: 662.166626
	Iteration 3F: 3 clusters Score -47661.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -47706.339844 Penalty: 662.166626
	Iteration 4Q: 3 clusters Score -47706.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -47756.402344 Penalty: 662.166626
	Iteration 5Q: 3 clusters Score -47756.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -47803.453125 Penalty: 662.166626
	Iteration 6Q: 3 clusters Score -47803.45 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -47850.496094 Penalty: 662.166626
	Iteration 7Q: 3 clusters Score -47850.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -47876.375000 Penalty: 662.166626
	Iteration 8Q: 3 clusters Score -47876.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -47894.003906 Penalty: 662.166626
	Iteration 9Q: 3 clusters Score -47894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -47906.203125 Penalty: 662.166626
	Iteration 10Q: 3 clusters Score -47906.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -47913.109375 Penalty: 662.166626
	Iteration 11Q: 3 clusters Score -47913.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -47919.988281 Penalty: 662.166626
	Iteration 12Q: 3 clusters Score -47919.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47926.574219 Penalty: 662.166626
	Iteration 13Q: 3 clusters Score -47926.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -47935.585938 Penalty: 662.166626
	Iteration 14Q: 3 clusters Score -47935.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -47940.789062 Penalty: 662.166626
	Iteration 15Q: 3 clusters Score -47940.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -47944.828125 Penalty: 662.166626
	Iteration 16Q: 3 clusters Score -47944.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47946.550781 Penalty: 662.166626
	Iteration 17Q: 3 clusters Score -47946.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -47947.621094 Penalty: 662.166626
	Iteration 18Q: 3 clusters Score -47947.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -47948.375000 Penalty: 662.166626
	Iteration 19Q: 3 clusters Score -47948.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -47949.234375 Penalty: 662.166626
	Iteration 20F: 3 clusters Score -47949.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -47950.089844 Penalty: 662.166626
	Iteration 21Q: 3 clusters Score -47950.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -47952.035156 Penalty: 662.166626
	Iteration 22Q: 3 clusters Score -47952.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -47953.289062 Penalty: 662.166626
	Iteration 23Q: 3 clusters Score -47953.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47954.324219 Penalty: 662.166626
	Iteration 24Q: 3 clusters Score -47954.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -47955.445312 Penalty: 662.166626
	Iteration 25Q: 3 clusters Score -47955.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -47955.671875 Penalty: 662.166626
	Iteration 26Q: 3 clusters Score -47955.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -47956.109375 Penalty: 662.166626
	Iteration 27Q: 3 clusters Score -47956.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -47956.199219 Penalty: 662.166626
	Iteration 28Q: 3 clusters Score -47956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -47956.417969 Penalty: 662.166626
	Iteration 29Q: 3 clusters Score -47956.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -47956.761719 Penalty: 662.166626
	Iteration 30Q: 3 clusters Score -47956.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -47957.546875 Penalty: 662.166626
	Iteration 31Q: 3 clusters Score -47957.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -47957.730469 Penalty: 662.166626
	Iteration 32Q: 3 clusters Score -47957.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -47958.167969 Penalty: 662.166626
	Iteration 33Q: 3 clusters Score -47958.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -47958.718750 Penalty: 662.166626
	Iteration 34Q: 3 clusters Score -47958.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -47959.050781 Penalty: 662.166626
	Iteration 35Q: 3 clusters Score -47959.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -47959.718750 Penalty: 662.166626
	Iteration 36Q: 3 clusters Score -47959.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -47960.035156 Penalty: 662.166626
	Iteration 37Q: 3 clusters Score -47960.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -47960.042969 Penalty: 662.166626
	Iteration 38Q: 3 clusters Score -47960.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -47960.414062 Penalty: 662.166626
	Iteration 39Q: 3 clusters Score -47960.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -47960.414062 Penalty: 662.166626
	Iteration 40F: 3 clusters Score -47960.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 1273 members 
Mstep: Class 4 contains 759 members 
Mstep: Class 5 contains 2669 members 
Mstep: Class 6 contains 5368 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 11 contains 1082 members 
Mstep: Class 12 contains 103199 members 
Mstep: Class 13 contains 2811 members 
Mstep: Class 15 contains 126733 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 3867 members 
Mstep: Class 18 contains 1538 members 
Mstep: Class 19 contains 1446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21464980.000000 Penalty: 11667.719727
Iteration 39Q: 20 clusters Score -2.146498e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 375252 members 
Mstep: Class 4 contains 763 members 
Mstep: Class 5 contains 2638 members 
Mstep: Class 6 contains 5339 members 
Mstep: Class 7 contains 6332 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 34528 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 102770 members 
Mstep: Class 13 contains 2993 members 
Mstep: Class 14 contains 25978 members 
Mstep: Class 15 contains 127314 members 
Mstep: Class 16 contains 1093 members 
Mstep: Class 17 contains 3836 members 
Mstep: Class 18 contains 1542 members 
Mstep: Class 19 contains 1445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21465728.000000 Penalty: 11667.719727
Iteration 40F: 20 clusters Score -2.146573e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 1254 members 
Mstep: Class 3 contains 375632 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 2535 members 
Mstep: Class 6 contains 5018 members 
Mstep: Class 7 contains 6356 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 7077 members 
Mstep: Class 10 contains 35299 members 
Mstep: Class 11 contains 988 members 
Mstep: Class 12 contains 101767 members 
Mstep: Class 13 contains 3094 members 
Mstep: Class 14 contains 26045 members 
Mstep: Class 15 contains 127146 members 
Mstep: Class 16 contains 1182 members 
Mstep: Class 17 contains 3820 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 1430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21466286.000000 Penalty: 11667.719727
Iteration 41Q: 20 clusters Score -2.146629e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 375968 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 2453 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 2203 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 36062 members 
Mstep: Class 11 contains 912 members 
Mstep: Class 12 contains 100921 members 
Mstep: Class 13 contains 3155 members 
Mstep: Class 14 contains 26032 members 
Mstep: Class 15 contains 126901 members 
Mstep: Class 16 contains 1261 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21466622.000000 Penalty: 11667.719727
Iteration 42Q: 20 clusters Score -2.146662e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 376238 members 
Mstep: Class 4 contains 754 members 
Mstep: Class 5 contains 2380 members 
Mstep: Class 6 contains 4517 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 7414 members 
Mstep: Class 10 contains 36825 members 
Mstep: Class 11 contains 844 members 
Mstep: Class 12 contains 100057 members 
Mstep: Class 13 contains 3214 members 
Mstep: Class 14 contains 26031 members 
Mstep: Class 15 contains 126717 members 
Mstep: Class 16 contains 1328 members 
Mstep: Class 17 contains 3788 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 19 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21467034.000000 Penalty: 11667.719727
Iteration 43Q: 20 clusters Score -2.146703e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 376524 members 
Mstep: Class 4 contains 753 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 4291 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 2201 members 
Mstep: Class 9 contains 7573 members 
Mstep: Class 10 contains 37585 members 
Mstep: Class 11 contains 791 members 
Mstep: Class 12 contains 99242 members 
Mstep: Class 13 contains 3261 members 
Mstep: Class 14 contains 26003 members 
Mstep: Class 15 contains 126512 members 
Mstep: Class 16 contains 1395 members 
Mstep: Class 17 contains 3751 members 
Mstep: Class 18 contains 1724 members 
Mstep: Class 19 contains 1396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21467448.000000 Penalty: 11667.719727
Iteration 44Q: 20 clusters Score -2.146745e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 376766 members 
Mstep: Class 4 contains 755 members 
Mstep: Class 5 contains 2257 members 
Mstep: Class 6 contains 4081 members 
Mstep: Class 7 contains 6569 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 7750 members 
Mstep: Class 10 contains 38344 members 
Mstep: Class 11 contains 743 members 
Mstep: Class 12 contains 98395 members 
Mstep: Class 13 contains 3308 members 
Mstep: Class 14 contains 25971 members 
Mstep: Class 15 contains 126379 members 
Mstep: Class 16 contains 1450 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 1766 members 
Mstep: Class 19 contains 1387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21467752.000000 Penalty: 11667.719727
Iteration 45Q: 20 clusters Score -2.146775e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 377014 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 3888 members 
Mstep: Class 7 contains 6595 members 
Mstep: Class 8 contains 2196 members 
Mstep: Class 9 contains 7903 members 
Mstep: Class 10 contains 39082 members 
Mstep: Class 11 contains 702 members 
Mstep: Class 12 contains 97574 members 
Mstep: Class 13 contains 3339 members 
Mstep: Class 14 contains 25937 members 
Mstep: Class 15 contains 126274 members 
Mstep: Class 16 contains 1497 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 1807 members 
Mstep: Class 19 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468090.000000 Penalty: 11667.719727
Iteration 46Q: 20 clusters Score -2.146809e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 1197 members 
Mstep: Class 3 contains 377300 members 
Mstep: Class 4 contains 752 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 6618 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 8043 members 
Mstep: Class 10 contains 39847 members 
Mstep: Class 11 contains 670 members 
Mstep: Class 12 contains 96756 members 
Mstep: Class 13 contains 3366 members 
Mstep: Class 14 contains 25895 members 
Mstep: Class 15 contains 126139 members 
Mstep: Class 16 contains 1538 members 
Mstep: Class 17 contains 3648 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 19 contains 1375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468304.000000 Penalty: 11667.719727
Iteration 47Q: 20 clusters Score -2.14683e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 377582 members 
Mstep: Class 4 contains 749 members 
Mstep: Class 5 contains 2062 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 6633 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 10 contains 40592 members 
Mstep: Class 11 contains 638 members 
Mstep: Class 12 contains 95948 members 
Mstep: Class 13 contains 3387 members 
Mstep: Class 14 contains 25870 members 
Mstep: Class 15 contains 125994 members 
Mstep: Class 16 contains 1582 members 
Mstep: Class 17 contains 3612 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 19 contains 1370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468496.000000 Penalty: 11667.719727
Iteration 48Q: 20 clusters Score -2.14685e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 1194 members 
Mstep: Class 3 contains 377809 members 
Mstep: Class 4 contains 748 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 3427 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 8334 members 
Mstep: Class 10 contains 41306 members 
Mstep: Class 11 contains 603 members 
Mstep: Class 12 contains 95150 members 
Mstep: Class 13 contains 3408 members 
Mstep: Class 14 contains 25834 members 
Mstep: Class 15 contains 125849 members 
Mstep: Class 16 contains 1634 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 1925 members 
Mstep: Class 19 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468792.000000 Penalty: 11667.719727
Iteration 49Q: 20 clusters Score -2.146879e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 1193 members 
Mstep: Class 3 contains 378010 members 
Mstep: Class 4 contains 745 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 6645 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 8466 members 
Mstep: Class 10 contains 42039 members 
Mstep: Class 11 contains 572 members 
Mstep: Class 12 contains 94366 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 25792 members 
Mstep: Class 15 contains 125740 members 
Mstep: Class 16 contains 1674 members 
Mstep: Class 17 contains 3558 members 
Mstep: Class 18 contains 1953 members 
Mstep: Class 19 contains 1357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468952.000000 Penalty: 11667.719727
Iteration 50Q: 20 clusters Score -2.146895e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1189 members 
Mstep: Class 3 contains 378235 members 
Mstep: Class 4 contains 739 members 
Mstep: Class 5 contains 1922 members 
Mstep: Class 6 contains 3225 members 
Mstep: Class 7 contains 6657 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 8622 members 
Mstep: Class 10 contains 42785 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 93482 members 
Mstep: Class 13 contains 3442 members 
Mstep: Class 14 contains 25727 members 
Mstep: Class 15 contains 125688 members 
Mstep: Class 16 contains 1708 members 
Mstep: Class 17 contains 3522 members 
Mstep: Class 18 contains 1983 members 
Mstep: Class 19 contains 1351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21469106.000000 Penalty: 11667.719727
Iteration 51Q: 20 clusters Score -2.146911e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 378426 members 
Mstep: Class 4 contains 732 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 3146 members 
Mstep: Class 7 contains 6661 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 8782 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 504 members 
Mstep: Class 12 contains 92577 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 25660 members 
Mstep: Class 15 contains 125709 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 3472 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 606.525574 but Gain 614.090820
Score: -21469402.000000 Penalty: 11053.628906
Iteration 52Q: 19 clusters Score -2.14694e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 378611 members 
Mstep: Class 4 contains 723 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 6665 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 44486 members 
Mstep: Class 12 contains 91773 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 25616 members 
Mstep: Class 15 contains 125823 members 
Mstep: Class 16 contains 1772 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 2038 members 
Mstep: Class 19 contains 1345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470082.000000 Penalty: 11053.628906
Iteration 53Q: 19 clusters Score -2.147008e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 378746 members 
Mstep: Class 4 contains 715 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 3022 members 
Mstep: Class 7 contains 6674 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 12 contains 90856 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 25575 members 
Mstep: Class 15 contains 125795 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 3363 members 
Mstep: Class 18 contains 2059 members 
Mstep: Class 19 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470220.000000 Penalty: 11053.628906
Iteration 54Q: 19 clusters Score -2.147022e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 1188 members 
Mstep: Class 3 contains 378874 members 
Mstep: Class 4 contains 704 members 
Mstep: Class 5 contains 1807 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 6676 members 
Mstep: Class 8 contains 2173 members 
Mstep: Class 9 contains 9258 members 
Mstep: Class 10 contains 46026 members 
Mstep: Class 12 contains 89946 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 25548 members 
Mstep: Class 15 contains 125798 members 
Mstep: Class 16 contains 1814 members 
Mstep: Class 17 contains 3313 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 19 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470464.000000 Penalty: 11053.628906
Iteration 55Q: 19 clusters Score -2.147046e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1190 members 
Mstep: Class 3 contains 378984 members 
Mstep: Class 4 contains 685 members 
Mstep: Class 5 contains 1787 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 7 contains 6682 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 9388 members 
Mstep: Class 10 contains 46755 members 
Mstep: Class 12 contains 89025 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 25524 members 
Mstep: Class 15 contains 125858 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 2082 members 
Mstep: Class 19 contains 1328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470608.000000 Penalty: 11053.628906
Iteration 56Q: 19 clusters Score -2.147061e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1187 members 
Mstep: Class 3 contains 379126 members 
Mstep: Class 4 contains 674 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 6678 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 9493 members 
Mstep: Class 10 contains 47500 members 
Mstep: Class 12 contains 88081 members 
Mstep: Class 13 contains 3491 members 
Mstep: Class 14 contains 25507 members 
Mstep: Class 15 contains 125927 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 2093 members 
Mstep: Class 19 contains 1321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470754.000000 Penalty: 11053.628906
Iteration 57Q: 19 clusters Score -2.147075e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 379256 members 
Mstep: Class 4 contains 668 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 2834 members 
Mstep: Class 7 contains 6672 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 9596 members 
Mstep: Class 10 contains 48186 members 
Mstep: Class 12 contains 87179 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 25485 members 
Mstep: Class 15 contains 126024 members 
Mstep: Class 16 contains 1864 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470994.000000 Penalty: 11053.628906
Iteration 58Q: 19 clusters Score -2.147099e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 379388 members 
Mstep: Class 4 contains 655 members 
Mstep: Class 5 contains 1756 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 6668 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 9700 members 
Mstep: Class 10 contains 48880 members 
Mstep: Class 12 contains 86229 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 25451 members 
Mstep: Class 15 contains 126166 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 3121 members 
Mstep: Class 18 contains 2109 members 
Mstep: Class 19 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471232.000000 Penalty: 11053.628906
Iteration 59Q: 19 clusters Score -2.147123e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 379499 members 
Mstep: Class 4 contains 647 members 
Mstep: Class 5 contains 1759 members 
Mstep: Class 6 contains 2773 members 
Mstep: Class 7 contains 6659 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 9797 members 
Mstep: Class 10 contains 49457 members 
Mstep: Class 12 contains 85388 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 25412 members 
Mstep: Class 15 contains 126308 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471440.000000 Penalty: 11053.628906
Iteration 60F: 19 clusters Score -2.147144e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 379601 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 2754 members 
Mstep: Class 7 contains 6649 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 9910 members 
Mstep: Class 10 contains 49994 members 
Mstep: Class 12 contains 84602 members 
Mstep: Class 13 contains 3530 members 
Mstep: Class 14 contains 25372 members 
Mstep: Class 15 contains 126436 members 
Mstep: Class 16 contains 1901 members 
Mstep: Class 17 contains 3039 members 
Mstep: Class 18 contains 2122 members 
Mstep: Class 19 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471540.000000 Penalty: 11053.628906
Iteration 61Q: 19 clusters Score -2.147154e+07 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 379665 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 1765 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 6639 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 10000 members 
Mstep: Class 10 contains 50515 members 
Mstep: Class 12 contains 83869 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 25353 members 
Mstep: Class 15 contains 126576 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2996 members 
Mstep: Class 18 contains 2125 members 
Mstep: Class 19 contains 1316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471704.000000 Penalty: 11053.628906
Iteration 62Q: 19 clusters Score -2.14717e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 379725 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 1772 members 
Mstep: Class 6 contains 2722 members 
Mstep: Class 7 contains 6635 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 51014 members 
Mstep: Class 12 contains 83177 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 25356 members 
Mstep: Class 15 contains 126693 members 
Mstep: Class 16 contains 1921 members 
Mstep: Class 17 contains 2943 members 
Mstep: Class 18 contains 2129 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471858.000000 Penalty: 11053.628906
Iteration 63Q: 19 clusters Score -2.147186e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 379799 members 
Mstep: Class 4 contains 617 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 2709 members 
Mstep: Class 7 contains 6634 members 
Mstep: Class 8 contains 2140 members 
Mstep: Class 9 contains 10135 members 
Mstep: Class 10 contains 51505 members 
Mstep: Class 12 contains 82474 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 25351 members 
Mstep: Class 15 contains 126817 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2897 members 
Mstep: Class 18 contains 2135 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472002.000000 Penalty: 11053.628906
Iteration 64Q: 19 clusters Score -2.1472e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 379874 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 10175 members 
Mstep: Class 10 contains 51949 members 
Mstep: Class 12 contains 81819 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 25369 members 
Mstep: Class 15 contains 126945 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472130.000000 Penalty: 11053.628906
Iteration 65Q: 19 clusters Score -2.147213e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 379941 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 6630 members 
Mstep: Class 8 contains 2130 members 
Mstep: Class 9 contains 10221 members 
Mstep: Class 10 contains 52300 members 
Mstep: Class 12 contains 81265 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 25358 members 
Mstep: Class 15 contains 127081 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 2145 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472126.000000 Penalty: 11053.628906
Iteration 66Q: 19 clusters Score -2.147213e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 380011 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 10253 members 
Mstep: Class 10 contains 52660 members 
Mstep: Class 12 contains 80705 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 25358 members 
Mstep: Class 15 contains 127228 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2152 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472152.000000 Penalty: 11053.628906
Iteration 67Q: 19 clusters Score -2.147215e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 380080 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 2641 members 
Mstep: Class 7 contains 6622 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 10307 members 
Mstep: Class 10 contains 52994 members 
Mstep: Class 12 contains 80134 members 
Mstep: Class 13 contains 3547 members 
Mstep: Class 14 contains 25342 members 
Mstep: Class 15 contains 127382 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 2708 members 
Mstep: Class 18 contains 2159 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472332.000000 Penalty: 11053.628906
Iteration 68Q: 19 clusters Score -2.147233e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 380148 members 
Mstep: Class 4 contains 609 members 
Mstep: Class 5 contains 1868 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 6616 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 53331 members 
Mstep: Class 12 contains 79560 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 25320 members 
Mstep: Class 15 contains 127572 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472376.000000 Penalty: 11053.628906
Iteration 69Q: 19 clusters Score -2.147238e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 380218 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 1880 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 2107 members 
Mstep: Class 9 contains 10409 members 
Mstep: Class 10 contains 53617 members 
Mstep: Class 12 contains 78982 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 25291 members 
Mstep: Class 15 contains 127830 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 2606 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472538.000000 Penalty: 11053.628906
Iteration 70Q: 19 clusters Score -2.147254e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 380286 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 6608 members 
Mstep: Class 8 contains 2103 members 
Mstep: Class 9 contains 10454 members 
Mstep: Class 10 contains 53869 members 
Mstep: Class 12 contains 78419 members 
Mstep: Class 13 contains 3550 members 
Mstep: Class 14 contains 25293 members 
Mstep: Class 15 contains 128092 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472624.000000 Penalty: 11053.628906
Iteration 71Q: 19 clusters Score -2.147262e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 380356 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 6603 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 10500 members 
Mstep: Class 10 contains 54098 members 
Mstep: Class 12 contains 77829 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 25314 members 
Mstep: Class 15 contains 128381 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472772.000000 Penalty: 11053.628906
Iteration 72Q: 19 clusters Score -2.147277e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 380416 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 1923 members 
Mstep: Class 6 contains 2570 members 
Mstep: Class 7 contains 6602 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 10550 members 
Mstep: Class 10 contains 54300 members 
Mstep: Class 12 contains 77276 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25337 members 
Mstep: Class 15 contains 128658 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 2449 members 
Mstep: Class 18 contains 2171 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472792.000000 Penalty: 11053.628906
Iteration 73Q: 19 clusters Score -2.147279e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 380472 members 
Mstep: Class 4 contains 571 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 6599 members 
Mstep: Class 8 contains 2088 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 54488 members 
Mstep: Class 12 contains 76759 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 128912 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2406 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472898.000000 Penalty: 11053.628906
Iteration 74Q: 19 clusters Score -2.14729e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 380521 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 1942 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 6603 members 
Mstep: Class 8 contains 2079 members 
Mstep: Class 9 contains 10679 members 
Mstep: Class 10 contains 54661 members 
Mstep: Class 12 contains 76207 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25339 members 
Mstep: Class 15 contains 129219 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 2379 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472976.000000 Penalty: 11053.628906
Iteration 75Q: 19 clusters Score -2.147298e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 380567 members 
Mstep: Class 4 contains 558 members 
Mstep: Class 5 contains 1951 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 6608 members 
Mstep: Class 8 contains 2075 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 54821 members 
Mstep: Class 12 contains 75677 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25321 members 
Mstep: Class 15 contains 129547 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 2337 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473020.000000 Penalty: 11053.628906
Iteration 76Q: 19 clusters Score -2.147302e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 380625 members 
Mstep: Class 4 contains 550 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 6610 members 
Mstep: Class 8 contains 2068 members 
Mstep: Class 9 contains 10792 members 
Mstep: Class 10 contains 54974 members 
Mstep: Class 12 contains 75152 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25292 members 
Mstep: Class 15 contains 129897 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 2288 members 
Mstep: Class 18 contains 2197 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473084.000000 Penalty: 11053.628906
Iteration 77Q: 19 clusters Score -2.147308e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 380662 members 
Mstep: Class 4 contains 548 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 2526 members 
Mstep: Class 7 contains 6611 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 55131 members 
Mstep: Class 12 contains 74641 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25300 members 
Mstep: Class 15 contains 130216 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 2199 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473144.000000 Penalty: 11053.628906
Iteration 78Q: 19 clusters Score -2.147314e+07 nChanged 988
Entering ConstructFrom: 
Score: -21473144.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (23897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Entering Unmasked Estep 
Score: -764987.500000 Penalty: 458.708649
	Iteration 0F: 2 clusters Score -764987.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -748982.250000 Penalty: 917.417297
	Iteration 0F: 3 clusters Score -748982.2 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -755307.937500 Penalty: 917.417297
	Iteration 1F: 3 clusters Score -755307.9 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -755547.812500 Penalty: 917.417297
	Iteration 2Q: 3 clusters Score -755547.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -755958.812500 Penalty: 917.417297
	Iteration 3Q: 3 clusters Score -755958.8 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -756757.812500 Penalty: 917.417297
	Iteration 4F: 3 clusters Score -756757.8 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -758119.750000 Penalty: 917.417297
	Iteration 5F: 3 clusters Score -758119.8 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -759842.750000 Penalty: 917.417297
	Iteration 6F: 3 clusters Score -759842.8 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -761319.500000 Penalty: 917.417297
	Iteration 7F: 3 clusters Score -761319.5 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -762110.937500 Penalty: 917.417297
	Iteration 8F: 3 clusters Score -762110.9 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -762466.812500 Penalty: 917.417297
	Iteration 9Q: 3 clusters Score -762466.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -762635.687500 Penalty: 917.417297
	Iteration 10Q: 3 clusters Score -762635.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -762749.437500 Penalty: 917.417297
	Iteration 11Q: 3 clusters Score -762749.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -762843.437500 Penalty: 917.417297
	Iteration 12Q: 3 clusters Score -762843.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -762946.375000 Penalty: 917.417297
	Iteration 13Q: 3 clusters Score -762946.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -763067.062500 Penalty: 917.417297
	Iteration 14Q: 3 clusters Score -763067.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -763213.250000 Penalty: 917.417297
	Iteration 15Q: 3 clusters Score -763213.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -763376.812500 Penalty: 917.417297
	Iteration 16Q: 3 clusters Score -763376.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -763559.625000 Penalty: 917.417297
	Iteration 17Q: 3 clusters Score -763559.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -763712.875000 Penalty: 917.417297
	Iteration 18Q: 3 clusters Score -763712.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -763820.375000 Penalty: 917.417297
	Iteration 19Q: 3 clusters Score -763820.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -763886.062500 Penalty: 917.417297
	Iteration 20F: 3 clusters Score -763886.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -763939.000000 Penalty: 917.417297
	Iteration 21Q: 3 clusters Score -763939 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -763987.562500 Penalty: 917.417297
	Iteration 22Q: 3 clusters Score -763987.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -764031.000000 Penalty: 917.417297
	Iteration 23Q: 3 clusters Score -764031 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -764067.500000 Penalty: 917.417297
	Iteration 24Q: 3 clusters Score -764067.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -764095.750000 Penalty: 917.417297
	Iteration 25Q: 3 clusters Score -764095.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -764121.812500 Penalty: 917.417297
	Iteration 26Q: 3 clusters Score -764121.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -764147.312500 Penalty: 917.417297
	Iteration 27Q: 3 clusters Score -764147.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -764166.812500 Penalty: 917.417297
	Iteration 28Q: 3 clusters Score -764166.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -764193.750000 Penalty: 917.417297
	Iteration 29Q: 3 clusters Score -764193.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -764210.875000 Penalty: 917.417297
	Iteration 30Q: 3 clusters Score -764210.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -764234.250000 Penalty: 917.417297
	Iteration 31Q: 3 clusters Score -764234.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -764257.625000 Penalty: 917.417297
	Iteration 32Q: 3 clusters Score -764257.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -764284.625000 Penalty: 917.417297
	Iteration 33Q: 3 clusters Score -764284.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -764310.687500 Penalty: 917.417297
	Iteration 34Q: 3 clusters Score -764310.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -764337.687500 Penalty: 917.417297
	Iteration 35Q: 3 clusters Score -764337.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -764367.062500 Penalty: 917.417297
	Iteration 36Q: 3 clusters Score -764367.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -764394.375000 Penalty: 917.417297
	Iteration 37Q: 3 clusters Score -764394.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -764424.187500 Penalty: 917.417297
	Iteration 38Q: 3 clusters Score -764424.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -764458.812500 Penalty: 917.417297
	Iteration 39Q: 3 clusters Score -764458.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -764492.062500 Penalty: 917.417297
	Iteration 40F: 3 clusters Score -764492.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -764535.500000 Penalty: 917.417297
	Iteration 41Q: 3 clusters Score -764535.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -764569.687500 Penalty: 917.417297
	Iteration 42Q: 3 clusters Score -764569.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -764600.500000 Penalty: 917.417297
	Iteration 43Q: 3 clusters Score -764600.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -764634.187500 Penalty: 917.417297
	Iteration 44Q: 3 clusters Score -764634.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -764663.687500 Penalty: 917.417297
	Iteration 45Q: 3 clusters Score -764663.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -764687.375000 Penalty: 917.417297
	Iteration 46Q: 3 clusters Score -764687.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -764715.750000 Penalty: 917.417297
	Iteration 47Q: 3 clusters Score -764715.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -764741.187500 Penalty: 917.417297
	Iteration 48Q: 3 clusters Score -764741.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -764756.875000 Penalty: 917.417297
	Iteration 49Q: 3 clusters Score -764756.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -764769.812500 Penalty: 917.417297
	Iteration 50Q: 3 clusters Score -764769.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -764782.937500 Penalty: 917.417297
	Iteration 51Q: 3 clusters Score -764782.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -764793.687500 Penalty: 917.417297
	Iteration 52Q: 3 clusters Score -764793.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -764804.250000 Penalty: 917.417297
	Iteration 53Q: 3 clusters Score -764804.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -764815.000000 Penalty: 917.417297
	Iteration 54Q: 3 clusters Score -764815 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -764825.625000 Penalty: 917.417297
	Iteration 55Q: 3 clusters Score -764825.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -764829.562500 Penalty: 917.417297
	Iteration 56Q: 3 clusters Score -764829.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -764832.937500 Penalty: 917.417297
	Iteration 57Q: 3 clusters Score -764832.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -764841.125000 Penalty: 917.417297
	Iteration 58Q: 3 clusters Score -764841.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -764843.375000 Penalty: 917.417297
	Iteration 59Q: 3 clusters Score -764843.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -764844.250000 Penalty: 917.417297
	Iteration 60F: 3 clusters Score -764844.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -764847.812500 Penalty: 917.417297
	Iteration 61Q: 3 clusters Score -764847.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -764849.750000 Penalty: 917.417297
	Iteration 62Q: 3 clusters Score -764849.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -764850.250000 Penalty: 917.417297
	Iteration 63Q: 3 clusters Score -764850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -764852.687500 Penalty: 917.417297
	Iteration 64Q: 3 clusters Score -764852.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -764854.937500 Penalty: 917.417297
	Iteration 65Q: 3 clusters Score -764854.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -764855.187500 Penalty: 917.417297
	Iteration 66Q: 3 clusters Score -764855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -764858.687500 Penalty: 917.417297
	Iteration 67Q: 3 clusters Score -764858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -764861.812500 Penalty: 917.417297
	Iteration 68Q: 3 clusters Score -764861.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -764863.875000 Penalty: 917.417297
	Iteration 69Q: 3 clusters Score -764863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -764864.375000 Penalty: 917.417297
	Iteration 70Q: 3 clusters Score -764864.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -764864.125000 Penalty: 917.417297
	Iteration 71Q: 3 clusters Score -764864.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -764863.937500 Penalty: 917.417297
	Iteration 72Q: 3 clusters Score -764863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -764863.562500 Penalty: 917.417297
	Iteration 73Q: 3 clusters Score -764863.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -764862.875000 Penalty: 917.417297
	Iteration 74Q: 3 clusters Score -764862.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -764864.187500 Penalty: 917.417297
	Iteration 75Q: 3 clusters Score -764864.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -764864.000000 Penalty: 917.417297
	Iteration 76Q: 3 clusters Score -764864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -764865.250000 Penalty: 917.417297
	Iteration 77Q: 3 clusters Score -764865.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -764865.187500 Penalty: 917.417297
	Iteration 78Q: 3 clusters Score -764865.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -764865.187500 Penalty: 917.417297
	Iteration 79F: 3 clusters Score -764865.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Entering Unmasked Estep 
Score: -36989.437500 Penalty: 321.290710
	Iteration 0F: 2 clusters Score -36989.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36061.519531 Penalty: 642.581421
	Iteration 0F: 3 clusters Score -36061.52 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -36391.441406 Penalty: 642.581421
	Iteration 1F: 3 clusters Score -36391.44 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -36478.332031 Penalty: 642.581421
	Iteration 2F: 3 clusters Score -36478.33 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -36550.687500 Penalty: 642.581421
	Iteration 3F: 3 clusters Score -36550.69 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -36617.894531 Penalty: 642.581421
	Iteration 4F: 3 clusters Score -36617.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -36655.558594 Penalty: 642.581421
	Iteration 5Q: 3 clusters Score -36655.56 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -36685.714844 Penalty: 642.581421
	Iteration 6Q: 3 clusters Score -36685.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -36710.773438 Penalty: 642.581421
	Iteration 7Q: 3 clusters Score -36710.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -36721.195312 Penalty: 642.581421
	Iteration 8Q: 3 clusters Score -36721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -36727.660156 Penalty: 642.581421
	Iteration 9Q: 3 clusters Score -36727.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36731.031250 Penalty: 642.581421
	Iteration 10Q: 3 clusters Score -36731.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -36732.464844 Penalty: 642.581421
	Iteration 11Q: 3 clusters Score -36732.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -36733.632812 Penalty: 642.581421
	Iteration 12Q: 3 clusters Score -36733.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -36734.496094 Penalty: 642.581421
	Iteration 13Q: 3 clusters Score -36734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -36734.757812 Penalty: 642.581421
	Iteration 14Q: 3 clusters Score -36734.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -36735.675781 Penalty: 642.581421
	Iteration 15Q: 3 clusters Score -36735.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -36736.636719 Penalty: 642.581421
	Iteration 16Q: 3 clusters Score -36736.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -36736.835938 Penalty: 642.581421
	Iteration 17Q: 3 clusters Score -36736.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -36736.835938 Penalty: 642.581421
	Iteration 18F: 3 clusters Score -36736.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (380699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380699 members 
Entering Unmasked Estep 
Score: -11973344.000000 Penalty: 584.664246
	Iteration 0F: 2 clusters Score -1.197334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190522 members 
Mstep: Class 2 contains 190177 members 
Entering Unmasked Estep 
Score: -11713944.000000 Penalty: 1169.328491
	Iteration 0F: 3 clusters Score -1.171394e+07 nChanged 187932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207104 members 
Mstep: Class 2 contains 173595 members 
Entering Unmasked Estep 
Score: -11834964.000000 Penalty: 1169.328491
	Iteration 1F: 3 clusters Score -1.183496e+07 nChanged 19022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217930 members 
Mstep: Class 2 contains 162769 members 
Entering Unmasked Estep 
Score: -11842724.000000 Penalty: 1169.328491
	Iteration 2Q: 3 clusters Score -1.184272e+07 nChanged 22874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232090 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -11855513.000000 Penalty: 1169.328491
	Iteration 3F: 3 clusters Score -1.185551e+07 nChanged 25869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249197 members 
Mstep: Class 2 contains 131502 members 
Entering Unmasked Estep 
Score: -11875428.000000 Penalty: 1169.328491
	Iteration 4F: 3 clusters Score -1.187543e+07 nChanged 26081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265548 members 
Mstep: Class 2 contains 115151 members 
Entering Unmasked Estep 
Score: -11901607.000000 Penalty: 1169.328491
	Iteration 5F: 3 clusters Score -1.190161e+07 nChanged 22248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276532 members 
Mstep: Class 2 contains 104167 members 
Entering Unmasked Estep 
Score: -11923374.000000 Penalty: 1169.328491
	Iteration 6F: 3 clusters Score -1.192337e+07 nChanged 15628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283168 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -11933327.000000 Penalty: 1169.328491
	Iteration 7Q: 3 clusters Score -1.193333e+07 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288874 members 
Mstep: Class 2 contains 91825 members 
Entering Unmasked Estep 
Score: -11937995.000000 Penalty: 1169.328491
	Iteration 8Q: 3 clusters Score -1.1938e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294183 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -11941062.000000 Penalty: 1169.328491
	Iteration 9Q: 3 clusters Score -1.194106e+07 nChanged 5809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299134 members 
Mstep: Class 2 contains 81565 members 
Entering Unmasked Estep 
Score: -11943505.000000 Penalty: 1169.328491
	Iteration 10Q: 3 clusters Score -1.19435e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303693 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -11945518.000000 Penalty: 1169.328491
	Iteration 11Q: 3 clusters Score -1.194552e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308050 members 
Mstep: Class 2 contains 72649 members 
Entering Unmasked Estep 
Score: -11947282.000000 Penalty: 1169.328491
	Iteration 12Q: 3 clusters Score -1.194728e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312185 members 
Mstep: Class 2 contains 68514 members 
Entering Unmasked Estep 
Score: -11948869.000000 Penalty: 1169.328491
	Iteration 13Q: 3 clusters Score -1.194887e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316208 members 
Mstep: Class 2 contains 64491 members 
Entering Unmasked Estep 
Score: -11950174.000000 Penalty: 1169.328491
	Iteration 14Q: 3 clusters Score -1.195017e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320024 members 
Mstep: Class 2 contains 60675 members 
Entering Unmasked Estep 
Score: -11951530.000000 Penalty: 1169.328491
	Iteration 15Q: 3 clusters Score -1.195153e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323686 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -11952834.000000 Penalty: 1169.328491
	Iteration 16Q: 3 clusters Score -1.195283e+07 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327250 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -11953970.000000 Penalty: 1169.328491
	Iteration 17Q: 3 clusters Score -1.195397e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330714 members 
Mstep: Class 2 contains 49985 members 
Entering Unmasked Estep 
Score: -11955171.000000 Penalty: 1169.328491
	Iteration 18Q: 3 clusters Score -1.195517e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334001 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -11956320.000000 Penalty: 1169.328491
	Iteration 19Q: 3 clusters Score -1.195632e+07 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337187 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -11957441.000000 Penalty: 1169.328491
	Iteration 20F: 3 clusters Score -1.195744e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340223 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -11958411.000000 Penalty: 1169.328491
	Iteration 21Q: 3 clusters Score -1.195841e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343160 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -11959276.000000 Penalty: 1169.328491
	Iteration 22Q: 3 clusters Score -1.195928e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345934 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -11960223.000000 Penalty: 1169.328491
	Iteration 23Q: 3 clusters Score -1.196022e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348603 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -11961131.000000 Penalty: 1169.328491
	Iteration 24Q: 3 clusters Score -1.196113e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351176 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -11961991.000000 Penalty: 1169.328491
	Iteration 25Q: 3 clusters Score -1.196199e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353690 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -11962875.000000 Penalty: 1169.328491
	Iteration 26Q: 3 clusters Score -1.196288e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356159 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -11963831.000000 Penalty: 1169.328491
	Iteration 27Q: 3 clusters Score -1.196383e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358504 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -11964676.000000 Penalty: 1169.328491
	Iteration 28Q: 3 clusters Score -1.196468e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360666 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -11965471.000000 Penalty: 1169.328491
	Iteration 29Q: 3 clusters Score -1.196547e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362727 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -11966180.000000 Penalty: 1169.328491
	Iteration 30Q: 3 clusters Score -1.196618e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364714 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -11967092.000000 Penalty: 1169.328491
	Iteration 31Q: 3 clusters Score -1.196709e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366631 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -11968026.000000 Penalty: 1169.328491
	Iteration 32Q: 3 clusters Score -1.196803e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368367 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -11968745.000000 Penalty: 1169.328491
	Iteration 33Q: 3 clusters Score -1.196874e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370003 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -11969488.000000 Penalty: 1169.328491
	Iteration 34Q: 3 clusters Score -1.196949e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371456 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -11970204.000000 Penalty: 1169.328491
	Iteration 35Q: 3 clusters Score -1.19702e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372747 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -11970822.000000 Penalty: 1169.328491
	Iteration 36Q: 3 clusters Score -1.197082e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373793 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -11971336.000000 Penalty: 1169.328491
	Iteration 37Q: 3 clusters Score -1.197134e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374696 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -11971711.000000 Penalty: 1169.328491
	Iteration 38Q: 3 clusters Score -1.197171e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375463 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -11972154.000000 Penalty: 1169.328491
	Iteration 39Q: 3 clusters Score -1.197215e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376118 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -11972554.000000 Penalty: 1169.328491
	Iteration 40F: 3 clusters Score -1.197255e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376640 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -11972858.000000 Penalty: 1169.328491
	Iteration 41Q: 3 clusters Score -1.197286e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377047 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -11973137.000000 Penalty: 1169.328491
	Iteration 42Q: 3 clusters Score -1.197314e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377347 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -11973294.000000 Penalty: 1169.328491
	Iteration 43Q: 3 clusters Score -1.197329e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377583 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -11973381.000000 Penalty: 1169.328491
	Iteration 44Q: 3 clusters Score -1.197338e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377746 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -11973447.000000 Penalty: 1169.328491
	Iteration 45Q: 3 clusters Score -1.197345e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377860 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -11973481.000000 Penalty: 1169.328491
	Iteration 46Q: 3 clusters Score -1.197348e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377922 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -11973531.000000 Penalty: 1169.328491
	Iteration 47Q: 3 clusters Score -1.197353e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377967 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -11973544.000000 Penalty: 1169.328491
	Iteration 48Q: 3 clusters Score -1.197354e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378002 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -11973546.000000 Penalty: 1169.328491
	Iteration 49Q: 3 clusters Score -1.197355e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378047 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -11973565.000000 Penalty: 1169.328491
	Iteration 50Q: 3 clusters Score -1.197356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378063 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -11973552.000000 Penalty: 1169.328491
	Iteration 51Q: 3 clusters Score -1.197355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378082 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -11973543.000000 Penalty: 1169.328491
	Iteration 52Q: 3 clusters Score -1.197354e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378097 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -11973551.000000 Penalty: 1169.328491
	Iteration 53Q: 3 clusters Score -1.197355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378108 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -11973555.000000 Penalty: 1169.328491
	Iteration 54Q: 3 clusters Score -1.197356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378119 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -11973554.000000 Penalty: 1169.328491
	Iteration 55Q: 3 clusters Score -1.197355e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378137 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -11973548.000000 Penalty: 1169.328491
	Iteration 56Q: 3 clusters Score -1.197355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378156 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -11973548.000000 Penalty: 1169.328491
	Iteration 57Q: 3 clusters Score -1.197355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378172 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -11973559.000000 Penalty: 1169.328491
	Iteration 58Q: 3 clusters Score -1.197356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378188 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11973558.000000 Penalty: 1169.328491
	Iteration 59Q: 3 clusters Score -1.197356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378197 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -11973562.000000 Penalty: 1169.328491
	Iteration 60F: 3 clusters Score -1.197356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378204 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -11973566.000000 Penalty: 1169.328491
	Iteration 61Q: 3 clusters Score -1.197357e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378206 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -11973565.000000 Penalty: 1169.328491
	Iteration 62Q: 3 clusters Score -1.197356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378205 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -11973562.000000 Penalty: 1169.328491
	Iteration 63Q: 3 clusters Score -1.197356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378207 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -11973564.000000 Penalty: 1169.328491
	Iteration 64Q: 3 clusters Score -1.197356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378208 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11973567.000000 Penalty: 1169.328491
	Iteration 65Q: 3 clusters Score -1.197357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378209 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11973565.000000 Penalty: 1169.328491
	Iteration 66Q: 3 clusters Score -1.197356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378208 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -11973566.000000 Penalty: 1169.328491
	Iteration 67Q: 3 clusters Score -1.197357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378209 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -11973565.000000 Penalty: 1169.328491
	Iteration 68Q: 3 clusters Score -1.197356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378214 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -11973568.000000 Penalty: 1169.328491
	Iteration 69Q: 3 clusters Score -1.197357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378222 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -11973563.000000 Penalty: 1169.328491
	Iteration 70Q: 3 clusters Score -1.197356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378230 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -11973562.000000 Penalty: 1169.328491
	Iteration 71Q: 3 clusters Score -1.197356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378238 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -11973562.000000 Penalty: 1169.328491
	Iteration 72Q: 3 clusters Score -1.197356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378247 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -11973564.000000 Penalty: 1169.328491
	Iteration 73Q: 3 clusters Score -1.197356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378257 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -11973566.000000 Penalty: 1169.328491
	Iteration 74Q: 3 clusters Score -1.197357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378261 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -11973560.000000 Penalty: 1169.328491
	Iteration 75Q: 3 clusters Score -1.197356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378270 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -11973565.000000 Penalty: 1169.328491
	Iteration 76Q: 3 clusters Score -1.197356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378278 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -11973562.000000 Penalty: 1169.328491
	Iteration 77Q: 3 clusters Score -1.197356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378285 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -11973560.000000 Penalty: 1169.328491
	Iteration 78Q: 3 clusters Score -1.197356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378289 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -11973566.000000 Penalty: 1169.328491
	Iteration 79Q: 3 clusters Score -1.197357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378291 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -11973561.000000 Penalty: 1169.328491
	Iteration 80F: 3 clusters Score -1.197356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378293 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -11973569.000000 Penalty: 1169.328491
	Iteration 81Q: 3 clusters Score -1.197357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378296 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -11973576.000000 Penalty: 1169.328491
	Iteration 82Q: 3 clusters Score -1.197358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378295 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11973577.000000 Penalty: 1169.328491
	Iteration 83Q: 3 clusters Score -1.197358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378294 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11973575.000000 Penalty: 1169.328491
	Iteration 84Q: 3 clusters Score -1.197358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378295 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11973576.000000 Penalty: 1169.328491
	Iteration 85Q: 3 clusters Score -1.197358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378296 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -11973578.000000 Penalty: 1169.328491
	Iteration 86Q: 3 clusters Score -1.197358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378298 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -11973576.000000 Penalty: 1169.328491
	Iteration 87Q: 3 clusters Score -1.197358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378302 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -11973571.000000 Penalty: 1169.328491
	Iteration 88Q: 3 clusters Score -1.197357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378303 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11973574.000000 Penalty: 1169.328491
	Iteration 89Q: 3 clusters Score -1.197357e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378305 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -11973579.000000 Penalty: 1169.328491
	Iteration 90Q: 3 clusters Score -1.197358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378307 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -11973572.000000 Penalty: 1169.328491
	Iteration 91Q: 3 clusters Score -1.197357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378308 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -11973573.000000 Penalty: 1169.328491
	Iteration 92Q: 3 clusters Score -1.197357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378308 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -11973573.000000 Penalty: 1169.328491
	Iteration 93F: 3 clusters Score -1.197357e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 378308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 55279 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 74176 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 25301 members 
Mstep: Class 15 contains 130519 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
Score: -21473382.000000 Penalty: 11667.719727
Splitting cluster 3 changes total score from -21473144.000000 to -21473382.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 4 (543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Entering Unmasked Estep 
Score: -20681.453125 Penalty: 286.518463
	Iteration 0F: 2 clusters Score -20681.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -20141.593750 Penalty: 573.036926
	Iteration 0F: 3 clusters Score -20141.59 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -20242.855469 Penalty: 573.036926
	Iteration 1F: 3 clusters Score -20242.86 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -20288.033203 Penalty: 573.036926
	Iteration 2F: 3 clusters Score -20288.03 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -20322.222656 Penalty: 573.036926
	Iteration 3F: 3 clusters Score -20322.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -20338.693359 Penalty: 573.036926
	Iteration 4Q: 3 clusters Score -20338.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -20345.445312 Penalty: 573.036926
	Iteration 5Q: 3 clusters Score -20345.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20348.345703 Penalty: 573.036926
	Iteration 6Q: 3 clusters Score -20348.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20348.781250 Penalty: 573.036926
	Iteration 7Q: 3 clusters Score -20348.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20349.320312 Penalty: 573.036926
	Iteration 8Q: 3 clusters Score -20349.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -20349.593750 Penalty: 573.036926
	Iteration 9Q: 3 clusters Score -20349.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20350.031250 Penalty: 573.036926
	Iteration 10Q: 3 clusters Score -20350.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -20350.031250 Penalty: 573.036926
	Iteration 11F: 3 clusters Score -20350.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Entering Unmasked Estep 
Score: -65319.433594 Penalty: 345.107178
	Iteration 0F: 2 clusters Score -65319.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -63888.539062 Penalty: 690.214355
	Iteration 0F: 3 clusters Score -63888.54 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -64365.433594 Penalty: 690.214355
	Iteration 1F: 3 clusters Score -64365.43 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -64453.273438 Penalty: 690.214355
	Iteration 2F: 3 clusters Score -64453.27 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -64555.484375 Penalty: 690.214355
	Iteration 3F: 3 clusters Score -64555.48 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -64635.960938 Penalty: 690.214355
	Iteration 4F: 3 clusters Score -64635.96 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -64686.371094 Penalty: 690.214355
	Iteration 5Q: 3 clusters Score -64686.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -64730.507812 Penalty: 690.214355
	Iteration 6Q: 3 clusters Score -64730.51 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -64769.628906 Penalty: 690.214355
	Iteration 7Q: 3 clusters Score -64769.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -64810.636719 Penalty: 690.214355
	Iteration 8Q: 3 clusters Score -64810.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -64839.195312 Penalty: 690.214355
	Iteration 9Q: 3 clusters Score -64839.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -64857.093750 Penalty: 690.214355
	Iteration 10Q: 3 clusters Score -64857.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -64873.800781 Penalty: 690.214355
	Iteration 11Q: 3 clusters Score -64873.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -64884.492188 Penalty: 690.214355
	Iteration 12Q: 3 clusters Score -64884.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -64893.832031 Penalty: 690.214355
	Iteration 13Q: 3 clusters Score -64893.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -64904.816406 Penalty: 690.214355
	Iteration 14Q: 3 clusters Score -64904.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -64912.710938 Penalty: 690.214355
	Iteration 15Q: 3 clusters Score -64912.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -64922.042969 Penalty: 690.214355
	Iteration 16Q: 3 clusters Score -64922.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -64930.710938 Penalty: 690.214355
	Iteration 17Q: 3 clusters Score -64930.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -64936.207031 Penalty: 690.214355
	Iteration 18Q: 3 clusters Score -64936.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -64940.164062 Penalty: 690.214355
	Iteration 19Q: 3 clusters Score -64940.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -64944.140625 Penalty: 690.214355
	Iteration 20F: 3 clusters Score -64944.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -64948.601562 Penalty: 690.214355
	Iteration 21Q: 3 clusters Score -64948.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -64951.460938 Penalty: 690.214355
	Iteration 22Q: 3 clusters Score -64951.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -64952.437500 Penalty: 690.214355
	Iteration 23Q: 3 clusters Score -64952.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -64953.285156 Penalty: 690.214355
	Iteration 24Q: 3 clusters Score -64953.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -64954.316406 Penalty: 690.214355
	Iteration 25Q: 3 clusters Score -64954.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -64955.289062 Penalty: 690.214355
	Iteration 26Q: 3 clusters Score -64955.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -64956.839844 Penalty: 690.214355
	Iteration 27Q: 3 clusters Score -64956.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -64958.101562 Penalty: 690.214355
	Iteration 28Q: 3 clusters Score -64958.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -64958.625000 Penalty: 690.214355
	Iteration 29Q: 3 clusters Score -64958.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -64958.917969 Penalty: 690.214355
	Iteration 30Q: 3 clusters Score -64958.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -64959.007812 Penalty: 690.214355
	Iteration 31Q: 3 clusters Score -64959.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -64959.007812 Penalty: 690.214355
	Iteration 32F: 3 clusters Score -64959.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -86773.242188 Penalty: 356.446838
	Iteration 0F: 2 clusters Score -86773.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -84962.390625 Penalty: 712.893677
	Iteration 0F: 3 clusters Score -84962.39 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -85566.000000 Penalty: 712.893677
	Iteration 1F: 3 clusters Score -85566 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -85641.898438 Penalty: 712.893677
	Iteration 2F: 3 clusters Score -85641.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -85702.062500 Penalty: 712.893677
	Iteration 3F: 3 clusters Score -85702.06 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -85781.492188 Penalty: 712.893677
	Iteration 4F: 3 clusters Score -85781.49 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -85875.757812 Penalty: 712.893677
	Iteration 5F: 3 clusters Score -85875.76 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -86005.367188 Penalty: 712.893677
	Iteration 6F: 3 clusters Score -86005.37 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -86134.468750 Penalty: 712.893677
	Iteration 7F: 3 clusters Score -86134.47 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -86217.039062 Penalty: 712.893677
	Iteration 8Q: 3 clusters Score -86217.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -86258.187500 Penalty: 712.893677
	Iteration 9Q: 3 clusters Score -86258.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -86279.335938 Penalty: 712.893677
	Iteration 10Q: 3 clusters Score -86279.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -86291.976562 Penalty: 712.893677
	Iteration 11Q: 3 clusters Score -86291.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -86304.132812 Penalty: 712.893677
	Iteration 12Q: 3 clusters Score -86304.13 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -86318.195312 Penalty: 712.893677
	Iteration 13Q: 3 clusters Score -86318.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -86329.062500 Penalty: 712.893677
	Iteration 14Q: 3 clusters Score -86329.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -86338.937500 Penalty: 712.893677
	Iteration 15Q: 3 clusters Score -86338.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -86344.257812 Penalty: 712.893677
	Iteration 16Q: 3 clusters Score -86344.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -86348.476562 Penalty: 712.893677
	Iteration 17Q: 3 clusters Score -86348.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -86350.812500 Penalty: 712.893677
	Iteration 18Q: 3 clusters Score -86350.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -86353.820312 Penalty: 712.893677
	Iteration 19Q: 3 clusters Score -86353.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -86356.179688 Penalty: 712.893677
	Iteration 20F: 3 clusters Score -86356.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -86358.460938 Penalty: 712.893677
	Iteration 21Q: 3 clusters Score -86358.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -86360.687500 Penalty: 712.893677
	Iteration 22Q: 3 clusters Score -86360.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -86365.039062 Penalty: 712.893677
	Iteration 23Q: 3 clusters Score -86365.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -86369.843750 Penalty: 712.893677
	Iteration 24Q: 3 clusters Score -86369.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -86373.125000 Penalty: 712.893677
	Iteration 25Q: 3 clusters Score -86373.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -86375.843750 Penalty: 712.893677
	Iteration 26Q: 3 clusters Score -86375.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -86377.656250 Penalty: 712.893677
	Iteration 27Q: 3 clusters Score -86377.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -86380.289062 Penalty: 712.893677
	Iteration 28Q: 3 clusters Score -86380.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -86384.804688 Penalty: 712.893677
	Iteration 29Q: 3 clusters Score -86384.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -86389.593750 Penalty: 712.893677
	Iteration 30Q: 3 clusters Score -86389.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -86395.218750 Penalty: 712.893677
	Iteration 31Q: 3 clusters Score -86395.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -86397.875000 Penalty: 712.893677
	Iteration 32Q: 3 clusters Score -86397.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -86400.523438 Penalty: 712.893677
	Iteration 33Q: 3 clusters Score -86400.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -86403.968750 Penalty: 712.893677
	Iteration 34Q: 3 clusters Score -86403.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -86406.609375 Penalty: 712.893677
	Iteration 35Q: 3 clusters Score -86406.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -86408.812500 Penalty: 712.893677
	Iteration 36Q: 3 clusters Score -86408.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -86409.820312 Penalty: 712.893677
	Iteration 37Q: 3 clusters Score -86409.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -86410.062500 Penalty: 712.893677
	Iteration 38Q: 3 clusters Score -86410.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -86410.445312 Penalty: 712.893677
	Iteration 39Q: 3 clusters Score -86410.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -86410.445312 Penalty: 712.893677
	Iteration 40F: 3 clusters Score -86410.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -217516.343750 Penalty: 400.198975
	Iteration 0F: 2 clusters Score -217516.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -213058.328125 Penalty: 800.397949
	Iteration 0F: 3 clusters Score -213058.3 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -214812.671875 Penalty: 800.397949
	Iteration 1F: 3 clusters Score -214812.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -215052.031250 Penalty: 800.397949
	Iteration 2F: 3 clusters Score -215052 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -215373.734375 Penalty: 800.397949
	Iteration 3F: 3 clusters Score -215373.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -215739.406250 Penalty: 800.397949
	Iteration 4F: 3 clusters Score -215739.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -216110.468750 Penalty: 800.397949
	Iteration 5F: 3 clusters Score -216110.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -216402.500000 Penalty: 800.397949
	Iteration 6F: 3 clusters Score -216402.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -216583.906250 Penalty: 800.397949
	Iteration 7Q: 3 clusters Score -216583.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -216704.328125 Penalty: 800.397949
	Iteration 8Q: 3 clusters Score -216704.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -216805.296875 Penalty: 800.397949
	Iteration 9Q: 3 clusters Score -216805.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -216868.296875 Penalty: 800.397949
	Iteration 10Q: 3 clusters Score -216868.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -216913.609375 Penalty: 800.397949
	Iteration 11Q: 3 clusters Score -216913.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -216949.671875 Penalty: 800.397949
	Iteration 12Q: 3 clusters Score -216949.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -216980.250000 Penalty: 800.397949
	Iteration 13Q: 3 clusters Score -216980.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -217006.015625 Penalty: 800.397949
	Iteration 14Q: 3 clusters Score -217006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -217035.265625 Penalty: 800.397949
	Iteration 15Q: 3 clusters Score -217035.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -217052.796875 Penalty: 800.397949
	Iteration 16Q: 3 clusters Score -217052.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -217070.000000 Penalty: 800.397949
	Iteration 17Q: 3 clusters Score -217070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -217088.500000 Penalty: 800.397949
	Iteration 18Q: 3 clusters Score -217088.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -217103.859375 Penalty: 800.397949
	Iteration 19Q: 3 clusters Score -217103.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -217112.093750 Penalty: 800.397949
	Iteration 20F: 3 clusters Score -217112.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -217120.687500 Penalty: 800.397949
	Iteration 21Q: 3 clusters Score -217120.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -217128.734375 Penalty: 800.397949
	Iteration 22Q: 3 clusters Score -217128.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -217138.109375 Penalty: 800.397949
	Iteration 23Q: 3 clusters Score -217138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -217145.015625 Penalty: 800.397949
	Iteration 24Q: 3 clusters Score -217145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -217153.828125 Penalty: 800.397949
	Iteration 25Q: 3 clusters Score -217153.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -217165.562500 Penalty: 800.397949
	Iteration 26Q: 3 clusters Score -217165.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -217172.390625 Penalty: 800.397949
	Iteration 27Q: 3 clusters Score -217172.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -217177.562500 Penalty: 800.397949
	Iteration 28Q: 3 clusters Score -217177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -217180.234375 Penalty: 800.397949
	Iteration 29Q: 3 clusters Score -217180.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -217182.578125 Penalty: 800.397949
	Iteration 30Q: 3 clusters Score -217182.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -217187.046875 Penalty: 800.397949
	Iteration 31Q: 3 clusters Score -217187 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -217191.546875 Penalty: 800.397949
	Iteration 32Q: 3 clusters Score -217191.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -217194.375000 Penalty: 800.397949
	Iteration 33Q: 3 clusters Score -217194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -217196.046875 Penalty: 800.397949
	Iteration 34Q: 3 clusters Score -217196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -217197.609375 Penalty: 800.397949
	Iteration 35Q: 3 clusters Score -217197.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -217200.359375 Penalty: 800.397949
	Iteration 36Q: 3 clusters Score -217200.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -217202.953125 Penalty: 800.397949
	Iteration 37Q: 3 clusters Score -217203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -217205.031250 Penalty: 800.397949
	Iteration 38Q: 3 clusters Score -217205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -217206.328125 Penalty: 800.397949
	Iteration 39Q: 3 clusters Score -217206.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -217206.843750 Penalty: 800.397949
	Iteration 40F: 3 clusters Score -217206.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -217207.812500 Penalty: 800.397949
	Iteration 41Q: 3 clusters Score -217207.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -217208.000000 Penalty: 800.397949
	Iteration 42Q: 3 clusters Score -217208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -217210.187500 Penalty: 800.397949
	Iteration 43Q: 3 clusters Score -217210.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -217210.750000 Penalty: 800.397949
	Iteration 44Q: 3 clusters Score -217210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -217212.296875 Penalty: 800.397949
	Iteration 45Q: 3 clusters Score -217212.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -217213.906250 Penalty: 800.397949
	Iteration 46Q: 3 clusters Score -217213.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -217216.953125 Penalty: 800.397949
	Iteration 47Q: 3 clusters Score -217217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -217219.125000 Penalty: 800.397949
	Iteration 48Q: 3 clusters Score -217219.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -217219.796875 Penalty: 800.397949
	Iteration 49Q: 3 clusters Score -217219.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -217220.000000 Penalty: 800.397949
	Iteration 50Q: 3 clusters Score -217220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -217220.281250 Penalty: 800.397949
	Iteration 51Q: 3 clusters Score -217220.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -217222.515625 Penalty: 800.397949
	Iteration 52Q: 3 clusters Score -217222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -217224.703125 Penalty: 800.397949
	Iteration 53Q: 3 clusters Score -217224.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -217225.656250 Penalty: 800.397949
	Iteration 54Q: 3 clusters Score -217225.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -217226.546875 Penalty: 800.397949
	Iteration 55Q: 3 clusters Score -217226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -217227.218750 Penalty: 800.397949
	Iteration 56Q: 3 clusters Score -217227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -217227.515625 Penalty: 800.397949
	Iteration 57Q: 3 clusters Score -217227.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -217227.515625 Penalty: 800.397949
	Iteration 58F: 3 clusters Score -217227.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -55429.250000 Penalty: 347.230133
	Iteration 0F: 2 clusters Score -55429.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -53946.597656 Penalty: 694.460266
	Iteration 0F: 3 clusters Score -53946.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -54461.730469 Penalty: 694.460266
	Iteration 1F: 3 clusters Score -54461.73 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -54549.304688 Penalty: 694.460266
	Iteration 2F: 3 clusters Score -54549.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -54607.687500 Penalty: 694.460266
	Iteration 3F: 3 clusters Score -54607.69 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -54663.320312 Penalty: 694.460266
	Iteration 4Q: 3 clusters Score -54663.32 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -54724.472656 Penalty: 694.460266
	Iteration 5Q: 3 clusters Score -54724.47 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -54799.527344 Penalty: 694.460266
	Iteration 6Q: 3 clusters Score -54799.53 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -54883.445312 Penalty: 694.460266
	Iteration 7Q: 3 clusters Score -54883.45 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54965.558594 Penalty: 694.460266
	Iteration 8F: 3 clusters Score -54965.56 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -55025.015625 Penalty: 694.460266
	Iteration 9Q: 3 clusters Score -55025.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -55073.546875 Penalty: 694.460266
	Iteration 10Q: 3 clusters Score -55073.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -55108.628906 Penalty: 694.460266
	Iteration 11Q: 3 clusters Score -55108.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -55133.351562 Penalty: 694.460266
	Iteration 12Q: 3 clusters Score -55133.35 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -55149.988281 Penalty: 694.460266
	Iteration 13Q: 3 clusters Score -55149.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -55165.441406 Penalty: 694.460266
	Iteration 14Q: 3 clusters Score -55165.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -55182.414062 Penalty: 694.460266
	Iteration 15Q: 3 clusters Score -55182.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -55194.703125 Penalty: 694.460266
	Iteration 16Q: 3 clusters Score -55194.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -55201.039062 Penalty: 694.460266
	Iteration 17Q: 3 clusters Score -55201.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -55203.996094 Penalty: 694.460266
	Iteration 18Q: 3 clusters Score -55204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -55206.882812 Penalty: 694.460266
	Iteration 19Q: 3 clusters Score -55206.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55208.914062 Penalty: 694.460266
	Iteration 20F: 3 clusters Score -55208.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -55212.804688 Penalty: 694.460266
	Iteration 21Q: 3 clusters Score -55212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -55216.375000 Penalty: 694.460266
	Iteration 22Q: 3 clusters Score -55216.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -55219.003906 Penalty: 694.460266
	Iteration 23Q: 3 clusters Score -55219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -55221.707031 Penalty: 694.460266
	Iteration 24Q: 3 clusters Score -55221.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55222.882812 Penalty: 694.460266
	Iteration 25Q: 3 clusters Score -55222.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -55223.308594 Penalty: 694.460266
	Iteration 26Q: 3 clusters Score -55223.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55223.527344 Penalty: 694.460266
	Iteration 27Q: 3 clusters Score -55223.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -55223.968750 Penalty: 694.460266
	Iteration 28Q: 3 clusters Score -55223.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55224.160156 Penalty: 694.460266
	Iteration 29Q: 3 clusters Score -55224.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55224.382812 Penalty: 694.460266
	Iteration 30Q: 3 clusters Score -55224.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -55224.382812 Penalty: 694.460266
	Iteration 31F: 3 clusters Score -55224.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Entering Unmasked Estep 
Score: -336355.437500 Penalty: 422.824310
	Iteration 0F: 2 clusters Score -336355.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -329142.937500 Penalty: 845.648621
	Iteration 0F: 3 clusters Score -329142.9 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -332158.343750 Penalty: 845.648621
	Iteration 1F: 3 clusters Score -332158.3 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -332415.812500 Penalty: 845.648621
	Iteration 2F: 3 clusters Score -332415.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -332719.218750 Penalty: 845.648621
	Iteration 3F: 3 clusters Score -332719.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -333157.593750 Penalty: 845.648621
	Iteration 4F: 3 clusters Score -333157.6 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -333688.125000 Penalty: 845.648621
	Iteration 5F: 3 clusters Score -333688.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -334235.906250 Penalty: 845.648621
	Iteration 6F: 3 clusters Score -334235.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -334690.687500 Penalty: 845.648621
	Iteration 7F: 3 clusters Score -334690.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -335020.687500 Penalty: 845.648621
	Iteration 8Q: 3 clusters Score -335020.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -335200.968750 Penalty: 845.648621
	Iteration 9Q: 3 clusters Score -335201 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -335301.593750 Penalty: 845.648621
	Iteration 10Q: 3 clusters Score -335301.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -335383.218750 Penalty: 845.648621
	Iteration 11Q: 3 clusters Score -335383.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -335451.312500 Penalty: 845.648621
	Iteration 12Q: 3 clusters Score -335451.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -335508.531250 Penalty: 845.648621
	Iteration 13Q: 3 clusters Score -335508.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -335565.531250 Penalty: 845.648621
	Iteration 14Q: 3 clusters Score -335565.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -335626.968750 Penalty: 845.648621
	Iteration 15Q: 3 clusters Score -335627 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -335684.562500 Penalty: 845.648621
	Iteration 16Q: 3 clusters Score -335684.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -335724.031250 Penalty: 845.648621
	Iteration 17Q: 3 clusters Score -335724 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -335759.468750 Penalty: 845.648621
	Iteration 18Q: 3 clusters Score -335759.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -335790.125000 Penalty: 845.648621
	Iteration 19Q: 3 clusters Score -335790.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -335812.281250 Penalty: 845.648621
	Iteration 20F: 3 clusters Score -335812.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -335829.375000 Penalty: 845.648621
	Iteration 21Q: 3 clusters Score -335829.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -335846.937500 Penalty: 845.648621
	Iteration 22Q: 3 clusters Score -335846.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -335855.031250 Penalty: 845.648621
	Iteration 23Q: 3 clusters Score -335855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -335865.000000 Penalty: 845.648621
	Iteration 24Q: 3 clusters Score -335865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -335876.937500 Penalty: 845.648621
	Iteration 25Q: 3 clusters Score -335876.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -335887.656250 Penalty: 845.648621
	Iteration 26Q: 3 clusters Score -335887.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -335898.093750 Penalty: 845.648621
	Iteration 27Q: 3 clusters Score -335898.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -335911.625000 Penalty: 845.648621
	Iteration 28Q: 3 clusters Score -335911.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -335921.406250 Penalty: 845.648621
	Iteration 29Q: 3 clusters Score -335921.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -335928.812500 Penalty: 845.648621
	Iteration 30Q: 3 clusters Score -335928.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -335933.125000 Penalty: 845.648621
	Iteration 31Q: 3 clusters Score -335933.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -335935.125000 Penalty: 845.648621
	Iteration 32Q: 3 clusters Score -335935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -335937.562500 Penalty: 845.648621
	Iteration 33Q: 3 clusters Score -335937.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -335937.781250 Penalty: 845.648621
	Iteration 34Q: 3 clusters Score -335937.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -335937.875000 Penalty: 845.648621
	Iteration 35Q: 3 clusters Score -335937.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -335939.375000 Penalty: 845.648621
	Iteration 36Q: 3 clusters Score -335939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -335940.000000 Penalty: 845.648621
	Iteration 37Q: 3 clusters Score -335940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -335941.187500 Penalty: 845.648621
	Iteration 38Q: 3 clusters Score -335941.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -335942.562500 Penalty: 845.648621
	Iteration 39Q: 3 clusters Score -335942.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -335945.500000 Penalty: 845.648621
	Iteration 40F: 3 clusters Score -335945.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -335948.781250 Penalty: 845.648621
	Iteration 41Q: 3 clusters Score -335948.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -335949.718750 Penalty: 845.648621
	Iteration 42Q: 3 clusters Score -335949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -335951.187500 Penalty: 845.648621
	Iteration 43Q: 3 clusters Score -335951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -335952.500000 Penalty: 845.648621
	Iteration 44Q: 3 clusters Score -335952.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -335953.093750 Penalty: 845.648621
	Iteration 45Q: 3 clusters Score -335953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -335953.593750 Penalty: 845.648621
	Iteration 46Q: 3 clusters Score -335953.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -335953.500000 Penalty: 845.648621
	Iteration 47Q: 3 clusters Score -335953.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -335953.500000 Penalty: 845.648621
	Iteration 48F: 3 clusters Score -335953.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (55279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Entering Unmasked Estep 
Score: -1754421.500000 Penalty: 496.866760
	Iteration 0F: 2 clusters Score -1754422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -1717053.750000 Penalty: 993.733521
	Iteration 0F: 3 clusters Score -1717054 nChanged 26829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 28683 members 
Entering Unmasked Estep 
Score: -1733053.750000 Penalty: 993.733521
	Iteration 1F: 3 clusters Score -1733054 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 29159 members 
Entering Unmasked Estep 
Score: -1733829.500000 Penalty: 993.733521
	Iteration 2Q: 3 clusters Score -1733830 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -1734943.875000 Penalty: 993.733521
	Iteration 3Q: 3 clusters Score -1734944 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 30942 members 
Entering Unmasked Estep 
Score: -1736522.250000 Penalty: 993.733521
	Iteration 4F: 3 clusters Score -1736522 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -1738721.625000 Penalty: 993.733521
	Iteration 5F: 3 clusters Score -1738722 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -1741370.000000 Penalty: 993.733521
	Iteration 6F: 3 clusters Score -1741370 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -1744001.875000 Penalty: 993.733521
	Iteration 7F: 3 clusters Score -1744002 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -1745892.000000 Penalty: 993.733521
	Iteration 8F: 3 clusters Score -1745892 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -1746738.500000 Penalty: 993.733521
	Iteration 9Q: 3 clusters Score -1746738 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -1747103.125000 Penalty: 993.733521
	Iteration 10Q: 3 clusters Score -1747103 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -1747366.250000 Penalty: 993.733521
	Iteration 11Q: 3 clusters Score -1747366 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -1747628.500000 Penalty: 993.733521
	Iteration 12Q: 3 clusters Score -1747628 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -1747875.625000 Penalty: 993.733521
	Iteration 13Q: 3 clusters Score -1747876 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -1748166.625000 Penalty: 993.733521
	Iteration 14Q: 3 clusters Score -1748167 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 41634 members 
Entering Unmasked Estep 
Score: -1748495.125000 Penalty: 993.733521
	Iteration 15Q: 3 clusters Score -1748495 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -1748863.500000 Penalty: 993.733521
	Iteration 16Q: 3 clusters Score -1748864 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -1749273.000000 Penalty: 993.733521
	Iteration 17Q: 3 clusters Score -1749273 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -1749737.250000 Penalty: 993.733521
	Iteration 18Q: 3 clusters Score -1749737 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -1750219.625000 Penalty: 993.733521
	Iteration 19Q: 3 clusters Score -1750220 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 46767 members 
Entering Unmasked Estep 
Score: -1750672.500000 Penalty: 993.733521
	Iteration 20F: 3 clusters Score -1750672 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -1751122.250000 Penalty: 993.733521
	Iteration 21Q: 3 clusters Score -1751122 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 48671 members 
Entering Unmasked Estep 
Score: -1751539.250000 Penalty: 993.733521
	Iteration 22Q: 3 clusters Score -1751539 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -1751953.750000 Penalty: 993.733521
	Iteration 23Q: 3 clusters Score -1751954 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 50342 members 
Entering Unmasked Estep 
Score: -1752330.500000 Penalty: 993.733521
	Iteration 24Q: 3 clusters Score -1752330 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 51043 members 
Entering Unmasked Estep 
Score: -1752649.000000 Penalty: 993.733521
	Iteration 25Q: 3 clusters Score -1752649 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -1752936.250000 Penalty: 993.733521
	Iteration 26Q: 3 clusters Score -1752936 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 52136 members 
Entering Unmasked Estep 
Score: -1753144.500000 Penalty: 993.733521
	Iteration 27Q: 3 clusters Score -1753144 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 52539 members 
Entering Unmasked Estep 
Score: -1753315.250000 Penalty: 993.733521
	Iteration 28Q: 3 clusters Score -1753315 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -1753467.250000 Penalty: 993.733521
	Iteration 29Q: 3 clusters Score -1753467 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
Score: -1753586.500000 Penalty: 993.733521
	Iteration 30Q: 3 clusters Score -1753586 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -1753669.250000 Penalty: 993.733521
	Iteration 31Q: 3 clusters Score -1753669 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 53656 members 
Entering Unmasked Estep 
Score: -1753748.375000 Penalty: 993.733521
	Iteration 32Q: 3 clusters Score -1753748 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -1753816.375000 Penalty: 993.733521
	Iteration 33Q: 3 clusters Score -1753816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -1753874.750000 Penalty: 993.733521
	Iteration 34Q: 3 clusters Score -1753875 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -1753935.250000 Penalty: 993.733521
	Iteration 35Q: 3 clusters Score -1753935 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -1753995.625000 Penalty: 993.733521
	Iteration 36Q: 3 clusters Score -1753996 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -1754033.750000 Penalty: 993.733521
	Iteration 37Q: 3 clusters Score -1754034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -1754066.125000 Penalty: 993.733521
	Iteration 38Q: 3 clusters Score -1754066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -1754089.875000 Penalty: 993.733521
	Iteration 39Q: 3 clusters Score -1754090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -1754108.000000 Penalty: 993.733521
	Iteration 40F: 3 clusters Score -1754108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -1754126.375000 Penalty: 993.733521
	Iteration 41Q: 3 clusters Score -1754126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 54585 members 
Entering Unmasked Estep 
Score: -1754146.250000 Penalty: 993.733521
	Iteration 42Q: 3 clusters Score -1754146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -1754160.750000 Penalty: 993.733521
	Iteration 43Q: 3 clusters Score -1754161 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -1754173.000000 Penalty: 993.733521
	Iteration 44Q: 3 clusters Score -1754173 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -1754187.000000 Penalty: 993.733521
	Iteration 45Q: 3 clusters Score -1754187 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -1754205.000000 Penalty: 993.733521
	Iteration 46Q: 3 clusters Score -1754205 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -1754222.875000 Penalty: 993.733521
	Iteration 47Q: 3 clusters Score -1754223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -1754227.750000 Penalty: 993.733521
	Iteration 48Q: 3 clusters Score -1754228 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -1754231.375000 Penalty: 993.733521
	Iteration 49Q: 3 clusters Score -1754231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -1754242.500000 Penalty: 993.733521
	Iteration 50Q: 3 clusters Score -1754242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -1754246.875000 Penalty: 993.733521
	Iteration 51Q: 3 clusters Score -1754247 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -1754248.750000 Penalty: 993.733521
	Iteration 52Q: 3 clusters Score -1754249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -1754255.250000 Penalty: 993.733521
	Iteration 53Q: 3 clusters Score -1754255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -1754259.750000 Penalty: 993.733521
	Iteration 54Q: 3 clusters Score -1754260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54754 members 
Entering Unmasked Estep 
Score: -1754265.875000 Penalty: 993.733521
	Iteration 55Q: 3 clusters Score -1754266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 54761 members 
Entering Unmasked Estep 
Score: -1754269.625000 Penalty: 993.733521
	Iteration 56Q: 3 clusters Score -1754270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 54763 members 
Entering Unmasked Estep 
Score: -1754269.250000 Penalty: 993.733521
	Iteration 57Q: 3 clusters Score -1754269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 54767 members 
Entering Unmasked Estep 
Score: -1754270.000000 Penalty: 993.733521
	Iteration 58Q: 3 clusters Score -1754270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -1754269.625000 Penalty: 993.733521
	Iteration 59Q: 3 clusters Score -1754270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 54768 members 
Entering Unmasked Estep 
Score: -1754269.625000 Penalty: 993.733521
	Iteration 60F: 3 clusters Score -1754270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (74176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74176 members 
Entering Unmasked Estep 
Score: -2292621.500000 Penalty: 510.245941
	Iteration 0F: 2 clusters Score -2292622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -2242541.750000 Penalty: 1020.491882
	Iteration 0F: 3 clusters Score -2242542 nChanged 36028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -2265525.750000 Penalty: 1020.491882
	Iteration 1F: 3 clusters Score -2265526 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 34303 members 
Entering Unmasked Estep 
Score: -2267168.750000 Penalty: 1020.491882
	Iteration 2Q: 3 clusters Score -2267169 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42242 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2279369 nChanged 2251
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Mstep: Class 1 contains 42737 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 27069 members 
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Mstep: Class 2 contains 25821 members 
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Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 25265 members 
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Mstep: Class 2 contains 25090 members 
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Mstep: Class 2 contains 24900 members 
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	Iteration 22Q: 3 clusters Score -2285216 nChanged 851
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Mstep: Class 2 contains 24791 members 
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	Iteration 23Q: 3 clusters Score -2285434 nChanged 881
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Mstep: Class 1 contains 49466 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49540 members 
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Mstep: Class 2 contains 24425 members 
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	Iteration 51Q: 3 clusters Score -2287126 nChanged 78
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	Iteration 52Q: 3 clusters Score -2287138 nChanged 68
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	Iteration 53Q: 3 clusters Score -2287142 nChanged 59
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	Iteration 54Q: 3 clusters Score -2287142 nChanged 58
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	Iteration 57Q: 3 clusters Score -2287152 nChanged 46
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	Iteration 58Q: 3 clusters Score -2287155 nChanged 44
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	Iteration 60F: 3 clusters Score -2287150 nChanged 31
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	Iteration 65Q: 3 clusters Score -2287160 nChanged 37
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	Iteration 71Q: 3 clusters Score -2287161 nChanged 30
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	Iteration 72Q: 3 clusters Score -2287164 nChanged 32
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	Iteration 74Q: 3 clusters Score -2287155 nChanged 32
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	Iteration 75Q: 3 clusters Score -2287152 nChanged 32
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	Iteration 76Q: 3 clusters Score -2287150 nChanged 30
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	Iteration 80F: 3 clusters Score -2287158 nChanged 29
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	Iteration 86Q: 3 clusters Score -2287150 nChanged 31
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	Iteration 89Q: 3 clusters Score -2287164 nChanged 36
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	Iteration 90Q: 3 clusters Score -2287167 nChanged 36
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	Iteration 93Q: 3 clusters Score -2287169 nChanged 41
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	Iteration 94Q: 3 clusters Score -2287166 nChanged 44
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	Iteration 95Q: 3 clusters Score -2287166 nChanged 34
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Mstep: Class 1 contains 45453 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 28868 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 28926 members 
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Mstep: Class 2 contains 28982 members 
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	Iteration 193Q: 3 clusters Score -2287192 nChanged 49
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Mstep: Class 1 contains 45145 members 
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Mstep: Class 1 contains 45101 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2287212 nChanged 61
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2287214 nChanged 81
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Mstep: Class 2 contains 29401 members 
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	Iteration 200F: 3 clusters Score -2287220 nChanged 65
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	Iteration 205Q: 3 clusters Score -2287228 nChanged 62
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	Iteration 214Q: 3 clusters Score -2287246 nChanged 67
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	Iteration 216Q: 3 clusters Score -2287246 nChanged 91
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	Iteration 220F: 3 clusters Score -2287262 nChanged 117
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	Iteration 274Q: 3 clusters Score -2288824 nChanged 485
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	Iteration 279Q: 3 clusters Score -2289197 nChanged 476
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	Iteration 280F: 3 clusters Score -2289260 nChanged 469
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	Iteration 281Q: 3 clusters Score -2289318 nChanged 431
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
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	Iteration 282Q: 3 clusters Score -2289380 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 50732 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -2289442 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -2289484 nChanged 416
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 51565 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -2289558 nChanged 416
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Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 51981 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -2289594 nChanged 429
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Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -2289645 nChanged 402
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
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	Iteration 288Q: 3 clusters Score -2289704 nChanged 398
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Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 53210 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -2289766 nChanged 437
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Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -2289818 nChanged 429
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Mstep: Class 1 contains 20100 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -2289892 nChanged 446
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Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -2289955 nChanged 435
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
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	Iteration 293Q: 3 clusters Score -2290016 nChanged 439
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Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 55396 members 
Entering Unmasked Estep 
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	Iteration 294Q: 3 clusters Score -2290063 nChanged 465
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -2290159 nChanged 493
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 56354 members 
Entering Unmasked Estep 
Score: -2290246.500000 Penalty: 1020.491882
	Iteration 296Q: 3 clusters Score -2290246 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 56835 members 
Entering Unmasked Estep 
Score: -2290331.250000 Penalty: 1020.491882
	Iteration 297Q: 3 clusters Score -2290331 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 57265 members 
Entering Unmasked Estep 
Score: -2290403.250000 Penalty: 1020.491882
	Iteration 298Q: 3 clusters Score -2290403 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 57678 members 
Entering Unmasked Estep 
Score: -2290476.750000 Penalty: 1020.491882
	Iteration 299Q: 3 clusters Score -2290477 nChanged 383
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16115 members 
Mstep: Class 2 contains 58061 members 
Entering Unmasked Estep 
Score: -2290545.500000 Penalty: 1020.491882
	Iteration 300F: 3 clusters Score -2290546 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -2290599 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 58852 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 59239 members 
Entering Unmasked Estep 
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	Iteration 303Q: 3 clusters Score -2290739 nChanged 397
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Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 59636 members 
Entering Unmasked Estep 
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	Iteration 304Q: 3 clusters Score -2290795 nChanged 380
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Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 60016 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -2290833 nChanged 337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 60353 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -2290896 nChanged 339
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Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 60692 members 
Entering Unmasked Estep 
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	Iteration 307Q: 3 clusters Score -2290947 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 61014 members 
Entering Unmasked Estep 
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	Iteration 308Q: 3 clusters Score -2290980 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 61319 members 
Entering Unmasked Estep 
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	Iteration 309Q: 3 clusters Score -2291026 nChanged 279
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Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 61598 members 
Entering Unmasked Estep 
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	Iteration 310Q: 3 clusters Score -2291062 nChanged 274
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Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 61872 members 
Entering Unmasked Estep 
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	Iteration 311Q: 3 clusters Score -2291100 nChanged 282
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Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
Score: -2291140.750000 Penalty: 1020.491882
	Iteration 312Q: 3 clusters Score -2291141 nChanged 258
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Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 62412 members 
Entering Unmasked Estep 
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	Iteration 313Q: 3 clusters Score -2291182 nChanged 273
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Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
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	Iteration 314Q: 3 clusters Score -2291223 nChanged 231
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Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 62916 members 
Entering Unmasked Estep 
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	Iteration 315Q: 3 clusters Score -2291245 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 63146 members 
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	Iteration 316Q: 3 clusters Score -2291288 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 63355 members 
Entering Unmasked Estep 
Score: -2291311.750000 Penalty: 1020.491882
	Iteration 317Q: 3 clusters Score -2291312 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 63568 members 
Entering Unmasked Estep 
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	Iteration 318Q: 3 clusters Score -2291333 nChanged 225
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 63793 members 
Entering Unmasked Estep 
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	Iteration 319Q: 3 clusters Score -2291366 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 64034 members 
Entering Unmasked Estep 
Score: -2291402.750000 Penalty: 1020.491882
	Iteration 320F: 3 clusters Score -2291403 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 64263 members 
Entering Unmasked Estep 
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	Iteration 321Q: 3 clusters Score -2291432 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
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	Iteration 322Q: 3 clusters Score -2291442 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 64634 members 
Entering Unmasked Estep 
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	Iteration 323Q: 3 clusters Score -2291476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
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	Iteration 324Q: 3 clusters Score -2291494 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 64968 members 
Entering Unmasked Estep 
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	Iteration 325Q: 3 clusters Score -2291513 nChanged 157
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
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	Iteration 326Q: 3 clusters Score -2291524 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 65263 members 
Entering Unmasked Estep 
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	Iteration 327Q: 3 clusters Score -2291535 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
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Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -2291553 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
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Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -2291564 nChanged 121
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 65658 members 
Entering Unmasked Estep 
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	Iteration 330Q: 3 clusters Score -2291575 nChanged 113
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
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Entering Unmasked Estep 
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	Iteration 331Q: 3 clusters Score -2291593 nChanged 129
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Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 65900 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -2291597 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 66034 members 
Entering Unmasked Estep 
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	Iteration 333Q: 3 clusters Score -2291610 nChanged 128
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Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 66162 members 
Entering Unmasked Estep 
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	Iteration 334Q: 3 clusters Score -2291627 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
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Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -2291646 nChanged 119
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
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Entering Unmasked Estep 
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	Iteration 336Q: 3 clusters Score -2291658 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
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Entering Unmasked Estep 
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	Iteration 337Q: 3 clusters Score -2291668 nChanged 128
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 66666 members 
Entering Unmasked Estep 
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	Iteration 338Q: 3 clusters Score -2291681 nChanged 117
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Mstep: Class 1 contains 7393 members 
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Entering Unmasked Estep 
Score: -2291704.000000 Penalty: 1020.491882
	Iteration 339Q: 3 clusters Score -2291704 nChanged 118
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 66901 members 
Entering Unmasked Estep 
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	Iteration 340F: 3 clusters Score -2291708 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 66990 members 
Entering Unmasked Estep 
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	Iteration 341Q: 3 clusters Score -2291714 nChanged 69
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Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 67059 members 
Entering Unmasked Estep 
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	Iteration 342Q: 3 clusters Score -2291714 nChanged 75
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 67134 members 
Entering Unmasked Estep 
Score: -2291717.750000 Penalty: 1020.491882
	Iteration 343Q: 3 clusters Score -2291718 nChanged 74
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
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Entering Unmasked Estep 
Score: -2291721.500000 Penalty: 1020.491882
	Iteration 344Q: 3 clusters Score -2291722 nChanged 67
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Mstep: Class 1 contains 6901 members 
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Entering Unmasked Estep 
Score: -2291730.750000 Penalty: 1020.491882
	Iteration 345Q: 3 clusters Score -2291731 nChanged 66
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Mstep: Class 1 contains 6835 members 
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Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -2291745 nChanged 65
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Mstep: Class 1 contains 6770 members 
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Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -2291748 nChanged 72
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Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 67478 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -2291756 nChanged 70
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Mstep: Class 1 contains 6628 members 
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Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -2291768 nChanged 63
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Mstep: Class 1 contains 6565 members 
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Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -2291764 nChanged 77
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Mstep: Class 1 contains 6488 members 
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Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -2291774 nChanged 83
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Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 67771 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -2291780 nChanged 92
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Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 67863 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 67969 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -2291808 nChanged 81
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Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 68050 members 
Entering Unmasked Estep 
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	Iteration 355Q: 3 clusters Score -2291812 nChanged 76
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Mstep: Class 1 contains 6050 members 
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	Iteration 356Q: 3 clusters Score -2291826 nChanged 69
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Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 68195 members 
Entering Unmasked Estep 
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	Iteration 357Q: 3 clusters Score -2291827 nChanged 61
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Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 68256 members 
Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -2291836 nChanged 59
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Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 68315 members 
Entering Unmasked Estep 
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	Iteration 359Q: 3 clusters Score -2291842 nChanged 57
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Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 68372 members 
Entering Unmasked Estep 
Score: -2291841.500000 Penalty: 1020.491882
	Iteration 360F: 3 clusters Score -2291842 nChanged 55
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Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 68427 members 
Entering Unmasked Estep 
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	Iteration 361Q: 3 clusters Score -2291844 nChanged 62
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Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 68489 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2291846 nChanged 78
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Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 68567 members 
Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -2291860 nChanged 66
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Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 68633 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -2291862 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 68705 members 
Entering Unmasked Estep 
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	Iteration 365Q: 3 clusters Score -2291856 nChanged 65
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Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 68770 members 
Entering Unmasked Estep 
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	Iteration 366Q: 3 clusters Score -2291862 nChanged 64
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Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 68834 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2291873 nChanged 61
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 68895 members 
Entering Unmasked Estep 
Score: -2291883.750000 Penalty: 1020.491882
	Iteration 368Q: 3 clusters Score -2291884 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 68946 members 
Entering Unmasked Estep 
Score: -2291890.250000 Penalty: 1020.491882
	Iteration 369Q: 3 clusters Score -2291890 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 69001 members 
Entering Unmasked Estep 
Score: -2291906.250000 Penalty: 1020.491882
	Iteration 370Q: 3 clusters Score -2291906 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 69051 members 
Entering Unmasked Estep 
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	Iteration 371Q: 3 clusters Score -2291907 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 69097 members 
Entering Unmasked Estep 
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	Iteration 372Q: 3 clusters Score -2291901 nChanged 50
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Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 69147 members 
Entering Unmasked Estep 
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	Iteration 373Q: 3 clusters Score -2291899 nChanged 40
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Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 69187 members 
Entering Unmasked Estep 
Score: -2291898.000000 Penalty: 1020.491882
	Iteration 374Q: 3 clusters Score -2291898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 69221 members 
Entering Unmasked Estep 
Score: -2291900.750000 Penalty: 1020.491882
	Iteration 375Q: 3 clusters Score -2291901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -2291905.500000 Penalty: 1020.491882
	Iteration 376Q: 3 clusters Score -2291906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 69309 members 
Entering Unmasked Estep 
Score: -2291906.250000 Penalty: 1020.491882
	Iteration 377Q: 3 clusters Score -2291906 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 69348 members 
Entering Unmasked Estep 
Score: -2291903.500000 Penalty: 1020.491882
	Iteration 378Q: 3 clusters Score -2291904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 69391 members 
Entering Unmasked Estep 
Score: -2291908.250000 Penalty: 1020.491882
	Iteration 379Q: 3 clusters Score -2291908 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -2291914.500000 Penalty: 1020.491882
	Iteration 380F: 3 clusters Score -2291914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 69487 members 
Entering Unmasked Estep 
Score: -2291920.500000 Penalty: 1020.491882
	Iteration 381Q: 3 clusters Score -2291920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 69526 members 
Entering Unmasked Estep 
Score: -2291924.750000 Penalty: 1020.491882
	Iteration 382Q: 3 clusters Score -2291925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 69563 members 
Entering Unmasked Estep 
Score: -2291929.250000 Penalty: 1020.491882
	Iteration 383Q: 3 clusters Score -2291929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 69595 members 
Entering Unmasked Estep 
Score: -2291928.000000 Penalty: 1020.491882
	Iteration 384Q: 3 clusters Score -2291928 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 69626 members 
Entering Unmasked Estep 
Score: -2291929.000000 Penalty: 1020.491882
	Iteration 385Q: 3 clusters Score -2291929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 69659 members 
Entering Unmasked Estep 
Score: -2291933.500000 Penalty: 1020.491882
	Iteration 386Q: 3 clusters Score -2291934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -2291931.750000 Penalty: 1020.491882
	Iteration 387Q: 3 clusters Score -2291932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 69704 members 
Entering Unmasked Estep 
Score: -2291934.250000 Penalty: 1020.491882
	Iteration 388Q: 3 clusters Score -2291934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 69720 members 
Entering Unmasked Estep 
Score: -2291936.750000 Penalty: 1020.491882
	Iteration 389Q: 3 clusters Score -2291937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 69735 members 
Entering Unmasked Estep 
Score: -2291940.000000 Penalty: 1020.491882
	Iteration 390Q: 3 clusters Score -2291940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 69748 members 
Entering Unmasked Estep 
Score: -2291940.750000 Penalty: 1020.491882
	Iteration 391Q: 3 clusters Score -2291941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -2291936.000000 Penalty: 1020.491882
	Iteration 392Q: 3 clusters Score -2291936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 69776 members 
Entering Unmasked Estep 
Score: -2291938.750000 Penalty: 1020.491882
	Iteration 393Q: 3 clusters Score -2291939 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 69787 members 
Entering Unmasked Estep 
Score: -2291939.250000 Penalty: 1020.491882
	Iteration 394Q: 3 clusters Score -2291939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 69795 members 
Entering Unmasked Estep 
Score: -2291942.250000 Penalty: 1020.491882
	Iteration 395Q: 3 clusters Score -2291942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 69805 members 
Entering Unmasked Estep 
Score: -2291939.750000 Penalty: 1020.491882
	Iteration 396Q: 3 clusters Score -2291940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 69817 members 
Entering Unmasked Estep 
Score: -2291941.250000 Penalty: 1020.491882
	Iteration 397Q: 3 clusters Score -2291941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 69822 members 
Entering Unmasked Estep 
Score: -2291939.250000 Penalty: 1020.491882
	Iteration 398Q: 3 clusters Score -2291939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 69827 members 
Entering Unmasked Estep 
Score: -2291938.750000 Penalty: 1020.491882
	Iteration 399Q: 3 clusters Score -2291939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 69833 members 
Entering Unmasked Estep 
Score: -2291940.750000 Penalty: 1020.491882
	Iteration 400F: 3 clusters Score -2291941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 69844 members 
Entering Unmasked Estep 
Score: -2291938.500000 Penalty: 1020.491882
	Iteration 401Q: 3 clusters Score -2291938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 69854 members 
Entering Unmasked Estep 
Score: -2291939.750000 Penalty: 1020.491882
	Iteration 402Q: 3 clusters Score -2291940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 69862 members 
Entering Unmasked Estep 
Score: -2291941.000000 Penalty: 1020.491882
	Iteration 403Q: 3 clusters Score -2291941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 69866 members 
Entering Unmasked Estep 
Score: -2291942.000000 Penalty: 1020.491882
	Iteration 404Q: 3 clusters Score -2291942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 69874 members 
Entering Unmasked Estep 
Score: -2291942.750000 Penalty: 1020.491882
	Iteration 405Q: 3 clusters Score -2291943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -2291941.750000 Penalty: 1020.491882
	Iteration 406Q: 3 clusters Score -2291942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 69883 members 
Entering Unmasked Estep 
Score: -2291945.500000 Penalty: 1020.491882
	Iteration 407Q: 3 clusters Score -2291946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -2291945.750000 Penalty: 1020.491882
	Iteration 408Q: 3 clusters Score -2291946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 69885 members 
Entering Unmasked Estep 
Score: -2291945.750000 Penalty: 1020.491882
	Iteration 409F: 3 clusters Score -2291946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Entering Unmasked Estep 
Score: -123561.750000 Penalty: 372.025818
	Iteration 0F: 2 clusters Score -123561.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -121082.445312 Penalty: 744.051636
	Iteration 0F: 3 clusters Score -121082.4 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -122044.539062 Penalty: 744.051636
	Iteration 1F: 3 clusters Score -122044.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -122213.937500 Penalty: 744.051636
	Iteration 2F: 3 clusters Score -122213.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -122357.609375 Penalty: 744.051636
	Iteration 3F: 3 clusters Score -122357.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -122486.609375 Penalty: 744.051636
	Iteration 4F: 3 clusters Score -122486.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -122623.085938 Penalty: 744.051636
	Iteration 5F: 3 clusters Score -122623.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -122766.601562 Penalty: 744.051636
	Iteration 6F: 3 clusters Score -122766.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -122913.390625 Penalty: 744.051636
	Iteration 7F: 3 clusters Score -122913.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -123044.445312 Penalty: 744.051636
	Iteration 8Q: 3 clusters Score -123044.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -123151.648438 Penalty: 744.051636
	Iteration 9Q: 3 clusters Score -123151.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -123203.343750 Penalty: 744.051636
	Iteration 10Q: 3 clusters Score -123203.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -123224.640625 Penalty: 744.051636
	Iteration 11Q: 3 clusters Score -123224.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -123241.601562 Penalty: 744.051636
	Iteration 12Q: 3 clusters Score -123241.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -123251.859375 Penalty: 744.051636
	Iteration 13Q: 3 clusters Score -123251.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -123262.460938 Penalty: 744.051636
	Iteration 14Q: 3 clusters Score -123262.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -123270.953125 Penalty: 744.051636
	Iteration 15Q: 3 clusters Score -123271 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -123285.960938 Penalty: 744.051636
	Iteration 16Q: 3 clusters Score -123286 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -123301.664062 Penalty: 744.051636
	Iteration 17Q: 3 clusters Score -123301.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -123313.789062 Penalty: 744.051636
	Iteration 18Q: 3 clusters Score -123313.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -123328.101562 Penalty: 744.051636
	Iteration 19Q: 3 clusters Score -123328.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -123336.046875 Penalty: 744.051636
	Iteration 20F: 3 clusters Score -123336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -123341.414062 Penalty: 744.051636
	Iteration 21Q: 3 clusters Score -123341.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -123348.929688 Penalty: 744.051636
	Iteration 22Q: 3 clusters Score -123348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -123356.156250 Penalty: 744.051636
	Iteration 23Q: 3 clusters Score -123356.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -123362.648438 Penalty: 744.051636
	Iteration 24Q: 3 clusters Score -123362.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -123368.070312 Penalty: 744.051636
	Iteration 25Q: 3 clusters Score -123368.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -123376.718750 Penalty: 744.051636
	Iteration 26Q: 3 clusters Score -123376.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -123382.828125 Penalty: 744.051636
	Iteration 27Q: 3 clusters Score -123382.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -123389.742188 Penalty: 744.051636
	Iteration 28Q: 3 clusters Score -123389.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -123397.757812 Penalty: 744.051636
	Iteration 29Q: 3 clusters Score -123397.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -123404.648438 Penalty: 744.051636
	Iteration 30Q: 3 clusters Score -123404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -123411.953125 Penalty: 744.051636
	Iteration 31Q: 3 clusters Score -123412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -123419.062500 Penalty: 744.051636
	Iteration 32Q: 3 clusters Score -123419.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -123427.460938 Penalty: 744.051636
	Iteration 33Q: 3 clusters Score -123427.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -123435.375000 Penalty: 744.051636
	Iteration 34Q: 3 clusters Score -123435.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -123444.312500 Penalty: 744.051636
	Iteration 35Q: 3 clusters Score -123444.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -123447.640625 Penalty: 744.051636
	Iteration 36Q: 3 clusters Score -123447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -123450.265625 Penalty: 744.051636
	Iteration 37Q: 3 clusters Score -123450.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -123451.757812 Penalty: 744.051636
	Iteration 38Q: 3 clusters Score -123451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -123452.281250 Penalty: 744.051636
	Iteration 39Q: 3 clusters Score -123452.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -123452.953125 Penalty: 744.051636
	Iteration 40F: 3 clusters Score -123453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -123452.898438 Penalty: 744.051636
	Iteration 41Q: 3 clusters Score -123452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -123453.343750 Penalty: 744.051636
	Iteration 42Q: 3 clusters Score -123453.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -123453.898438 Penalty: 744.051636
	Iteration 43Q: 3 clusters Score -123453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -123454.648438 Penalty: 744.051636
	Iteration 44Q: 3 clusters Score -123454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -123455.414062 Penalty: 744.051636
	Iteration 45Q: 3 clusters Score -123455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -123455.890625 Penalty: 744.051636
	Iteration 46Q: 3 clusters Score -123455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -123456.476562 Penalty: 744.051636
	Iteration 47Q: 3 clusters Score -123456.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -123456.843750 Penalty: 744.051636
	Iteration 48Q: 3 clusters Score -123456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -123457.578125 Penalty: 744.051636
	Iteration 49Q: 3 clusters Score -123457.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -123457.679688 Penalty: 744.051636
	Iteration 50Q: 3 clusters Score -123457.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -123457.859375 Penalty: 744.051636
	Iteration 51Q: 3 clusters Score -123457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -123457.859375 Penalty: 744.051636
	Iteration 52Q: 3 clusters Score -123457.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -123458.078125 Penalty: 744.051636
	Iteration 53Q: 3 clusters Score -123458.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123458.351562 Penalty: 744.051636
	Iteration 54Q: 3 clusters Score -123458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -123458.351562 Penalty: 744.051636
	Iteration 55F: 3 clusters Score -123458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Entering Unmasked Estep 
Score: -723440.875000 Penalty: 461.306274
	Iteration 0F: 2 clusters Score -723440.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -706537.875000 Penalty: 922.612549
	Iteration 0F: 3 clusters Score -706537.9 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -714055.062500 Penalty: 922.612549
	Iteration 1F: 3 clusters Score -714055.1 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -714786.937500 Penalty: 922.612549
	Iteration 2F: 3 clusters Score -714786.9 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -715911.062500 Penalty: 922.612549
	Iteration 3F: 3 clusters Score -715911.1 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -717408.812500 Penalty: 922.612549
	Iteration 4F: 3 clusters Score -717408.8 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -718941.875000 Penalty: 922.612549
	Iteration 5F: 3 clusters Score -718941.9 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -720012.375000 Penalty: 922.612549
	Iteration 6F: 3 clusters Score -720012.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -720533.375000 Penalty: 922.612549
	Iteration 7Q: 3 clusters Score -720533.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -720886.812500 Penalty: 922.612549
	Iteration 8Q: 3 clusters Score -720886.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -721271.500000 Penalty: 922.612549
	Iteration 9Q: 3 clusters Score -721271.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -721667.750000 Penalty: 922.612549
	Iteration 10Q: 3 clusters Score -721667.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -722017.687500 Penalty: 922.612549
	Iteration 11Q: 3 clusters Score -722017.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -722296.875000 Penalty: 922.612549
	Iteration 12Q: 3 clusters Score -722296.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -722528.000000 Penalty: 922.612549
	Iteration 13Q: 3 clusters Score -722528 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -722677.250000 Penalty: 922.612549
	Iteration 14Q: 3 clusters Score -722677.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -722769.875000 Penalty: 922.612549
	Iteration 15Q: 3 clusters Score -722769.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -722826.062500 Penalty: 922.612549
	Iteration 16Q: 3 clusters Score -722826.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -722868.250000 Penalty: 922.612549
	Iteration 17Q: 3 clusters Score -722868.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -722902.062500 Penalty: 922.612549
	Iteration 18Q: 3 clusters Score -722902.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -722936.125000 Penalty: 922.612549
	Iteration 19Q: 3 clusters Score -722936.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -722964.625000 Penalty: 922.612549
	Iteration 20F: 3 clusters Score -722964.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -722987.375000 Penalty: 922.612549
	Iteration 21Q: 3 clusters Score -722987.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -723002.000000 Penalty: 922.612549
	Iteration 22Q: 3 clusters Score -723002 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -723016.312500 Penalty: 922.612549
	Iteration 23Q: 3 clusters Score -723016.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -723030.812500 Penalty: 922.612549
	Iteration 24Q: 3 clusters Score -723030.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -723042.687500 Penalty: 922.612549
	Iteration 25Q: 3 clusters Score -723042.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -723045.562500 Penalty: 922.612549
	Iteration 26Q: 3 clusters Score -723045.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -723053.187500 Penalty: 922.612549
	Iteration 27Q: 3 clusters Score -723053.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -723059.625000 Penalty: 922.612549
	Iteration 28Q: 3 clusters Score -723059.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -723062.437500 Penalty: 922.612549
	Iteration 29Q: 3 clusters Score -723062.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -723066.375000 Penalty: 922.612549
	Iteration 30Q: 3 clusters Score -723066.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -723068.250000 Penalty: 922.612549
	Iteration 31Q: 3 clusters Score -723068.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -723072.625000 Penalty: 922.612549
	Iteration 32Q: 3 clusters Score -723072.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -723073.812500 Penalty: 922.612549
	Iteration 33Q: 3 clusters Score -723073.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -723083.187500 Penalty: 922.612549
	Iteration 34Q: 3 clusters Score -723083.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -723091.562500 Penalty: 922.612549
	Iteration 35Q: 3 clusters Score -723091.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -723099.937500 Penalty: 922.612549
	Iteration 36Q: 3 clusters Score -723099.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -723101.562500 Penalty: 922.612549
	Iteration 37Q: 3 clusters Score -723101.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -723106.250000 Penalty: 922.612549
	Iteration 38Q: 3 clusters Score -723106.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -723111.125000 Penalty: 922.612549
	Iteration 39Q: 3 clusters Score -723111.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -723114.125000 Penalty: 922.612549
	Iteration 40F: 3 clusters Score -723114.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -723115.500000 Penalty: 922.612549
	Iteration 41Q: 3 clusters Score -723115.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -723114.500000 Penalty: 922.612549
	Iteration 42Q: 3 clusters Score -723114.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -723115.937500 Penalty: 922.612549
	Iteration 43Q: 3 clusters Score -723115.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -723118.500000 Penalty: 922.612549
	Iteration 44Q: 3 clusters Score -723118.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -723119.562500 Penalty: 922.612549
	Iteration 45Q: 3 clusters Score -723119.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -723122.250000 Penalty: 922.612549
	Iteration 46Q: 3 clusters Score -723122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -723123.625000 Penalty: 922.612549
	Iteration 47Q: 3 clusters Score -723123.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -723127.375000 Penalty: 922.612549
	Iteration 48Q: 3 clusters Score -723127.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -723128.562500 Penalty: 922.612549
	Iteration 49Q: 3 clusters Score -723128.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -723128.750000 Penalty: 922.612549
	Iteration 50Q: 3 clusters Score -723128.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -723129.500000 Penalty: 922.612549
	Iteration 51Q: 3 clusters Score -723129.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -723129.500000 Penalty: 922.612549
	Iteration 52Q: 3 clusters Score -723129.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -723132.312500 Penalty: 922.612549
	Iteration 53Q: 3 clusters Score -723132.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -723135.562500 Penalty: 922.612549
	Iteration 54Q: 3 clusters Score -723135.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -723134.812500 Penalty: 922.612549
	Iteration 55Q: 3 clusters Score -723134.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -723136.500000 Penalty: 922.612549
	Iteration 56Q: 3 clusters Score -723136.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -723137.062500 Penalty: 922.612549
	Iteration 57Q: 3 clusters Score -723137.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -723138.687500 Penalty: 922.612549
	Iteration 58Q: 3 clusters Score -723138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -723139.812500 Penalty: 922.612549
	Iteration 59Q: 3 clusters Score -723139.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -723140.875000 Penalty: 922.612549
	Iteration 60F: 3 clusters Score -723140.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -723142.375000 Penalty: 922.612549
	Iteration 61Q: 3 clusters Score -723142.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -723143.812500 Penalty: 922.612549
	Iteration 62Q: 3 clusters Score -723143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -723143.812500 Penalty: 922.612549
	Iteration 63Q: 3 clusters Score -723143.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -723142.937500 Penalty: 922.612549
	Iteration 64Q: 3 clusters Score -723142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -723145.312500 Penalty: 922.612549
	Iteration 65Q: 3 clusters Score -723145.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -723145.500000 Penalty: 922.612549
	Iteration 66Q: 3 clusters Score -723145.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -723145.625000 Penalty: 922.612549
	Iteration 67Q: 3 clusters Score -723145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -723147.750000 Penalty: 922.612549
	Iteration 68Q: 3 clusters Score -723147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -723149.125000 Penalty: 922.612549
	Iteration 69Q: 3 clusters Score -723149.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -723148.937500 Penalty: 922.612549
	Iteration 70Q: 3 clusters Score -723148.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -723150.375000 Penalty: 922.612549
	Iteration 71Q: 3 clusters Score -723150.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -723149.625000 Penalty: 922.612549
	Iteration 72Q: 3 clusters Score -723149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -723150.375000 Penalty: 922.612549
	Iteration 73Q: 3 clusters Score -723150.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -723150.812500 Penalty: 922.612549
	Iteration 74Q: 3 clusters Score -723150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -723151.187500 Penalty: 922.612549
	Iteration 75Q: 3 clusters Score -723151.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -723151.187500 Penalty: 922.612549
	Iteration 76F: 3 clusters Score -723151.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (130519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130519 members 
Entering Unmasked Estep 
Score: -3924359.000000 Penalty: 535.956970
	Iteration 0F: 2 clusters Score -3924359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65039 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -3836208.250000 Penalty: 1071.913940
	Iteration 0F: 3 clusters Score -3836208 nChanged 63766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 71458 members 
Entering Unmasked Estep 
Score: -3874654.500000 Penalty: 1071.913940
	Iteration 1F: 3 clusters Score -3874654 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 75872 members 
Entering Unmasked Estep 
Score: -3877041.250000 Penalty: 1071.913940
	Iteration 2Q: 3 clusters Score -3877041 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 82501 members 
Entering Unmasked Estep 
Score: -3881272.250000 Penalty: 1071.913940
	Iteration 3F: 3 clusters Score -3881272 nChanged 9584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -3888388.500000 Penalty: 1071.913940
	Iteration 4F: 3 clusters Score -3888388 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 102488 members 
Entering Unmasked Estep 
Score: -3898240.000000 Penalty: 1071.913940
	Iteration 5F: 3 clusters Score -3898240 nChanged 10488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 112816 members 
Entering Unmasked Estep 
Score: -3908274.250000 Penalty: 1071.913940
	Iteration 6F: 3 clusters Score -3908274 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 120358 members 
Entering Unmasked Estep 
Score: -3915572.250000 Penalty: 1071.913940
	Iteration 7F: 3 clusters Score -3915572 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -3919788.750000 Penalty: 1071.913940
	Iteration 8Q: 3 clusters Score -3919789 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 127347 members 
Entering Unmasked Estep 
Score: -3922057.500000 Penalty: 1071.913940
	Iteration 9Q: 3 clusters Score -3922058 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 128527 members 
Entering Unmasked Estep 
Score: -3923137.750000 Penalty: 1071.913940
	Iteration 10Q: 3 clusters Score -3923138 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 129065 members 
Entering Unmasked Estep 
Score: -3923642.500000 Penalty: 1071.913940
	Iteration 11Q: 3 clusters Score -3923642 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -3923877.750000 Penalty: 1071.913940
	Iteration 12Q: 3 clusters Score -3923878 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 129443 members 
Entering Unmasked Estep 
Score: -3924007.500000 Penalty: 1071.913940
	Iteration 13Q: 3 clusters Score -3924008 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 129519 members 
Entering Unmasked Estep 
Score: -3924078.750000 Penalty: 1071.913940
	Iteration 14Q: 3 clusters Score -3924079 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 129578 members 
Entering Unmasked Estep 
Score: -3924127.250000 Penalty: 1071.913940
	Iteration 15Q: 3 clusters Score -3924127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 129623 members 
Entering Unmasked Estep 
Score: -3924160.000000 Penalty: 1071.913940
	Iteration 16Q: 3 clusters Score -3924160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 129651 members 
Entering Unmasked Estep 
Score: -3924166.250000 Penalty: 1071.913940
	Iteration 17Q: 3 clusters Score -3924166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
Score: -3924174.750000 Penalty: 1071.913940
	Iteration 18Q: 3 clusters Score -3924175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 129693 members 
Entering Unmasked Estep 
Score: -3924178.000000 Penalty: 1071.913940
	Iteration 19Q: 3 clusters Score -3924178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 129701 members 
Entering Unmasked Estep 
Score: -3924189.750000 Penalty: 1071.913940
	Iteration 20F: 3 clusters Score -3924190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 129705 members 
Entering Unmasked Estep 
Score: -3924190.250000 Penalty: 1071.913940
	Iteration 21Q: 3 clusters Score -3924190 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -3924204.500000 Penalty: 1071.913940
	Iteration 22Q: 3 clusters Score -3924204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 129726 members 
Entering Unmasked Estep 
Score: -3924205.750000 Penalty: 1071.913940
	Iteration 23Q: 3 clusters Score -3924206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 129743 members 
Entering Unmasked Estep 
Score: -3924210.750000 Penalty: 1071.913940
	Iteration 24Q: 3 clusters Score -3924211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 129752 members 
Entering Unmasked Estep 
Score: -3924216.250000 Penalty: 1071.913940
	Iteration 25Q: 3 clusters Score -3924216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 129760 members 
Entering Unmasked Estep 
Score: -3924211.250000 Penalty: 1071.913940
	Iteration 26Q: 3 clusters Score -3924211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 129762 members 
Entering Unmasked Estep 
Score: -3924214.750000 Penalty: 1071.913940
	Iteration 27Q: 3 clusters Score -3924215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 129764 members 
Entering Unmasked Estep 
Score: -3924216.500000 Penalty: 1071.913940
	Iteration 28Q: 3 clusters Score -3924216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -3924220.250000 Penalty: 1071.913940
	Iteration 29Q: 3 clusters Score -3924220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 129774 members 
Entering Unmasked Estep 
Score: -3924218.750000 Penalty: 1071.913940
	Iteration 30Q: 3 clusters Score -3924219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 129779 members 
Entering Unmasked Estep 
Score: -3924221.250000 Penalty: 1071.913940
	Iteration 31Q: 3 clusters Score -3924221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 129781 members 
Entering Unmasked Estep 
Score: -3924229.750000 Penalty: 1071.913940
	Iteration 32Q: 3 clusters Score -3924230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 129785 members 
Entering Unmasked Estep 
Score: -3924236.500000 Penalty: 1071.913940
	Iteration 33Q: 3 clusters Score -3924236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 129792 members 
Entering Unmasked Estep 
Score: -3924237.500000 Penalty: 1071.913940
	Iteration 34Q: 3 clusters Score -3924238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 129801 members 
Entering Unmasked Estep 
Score: -3924237.500000 Penalty: 1071.913940
	Iteration 35Q: 3 clusters Score -3924238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 129802 members 
Entering Unmasked Estep 
Score: -3924245.000000 Penalty: 1071.913940
	Iteration 36Q: 3 clusters Score -3924245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 129804 members 
Entering Unmasked Estep 
Score: -3924244.500000 Penalty: 1071.913940
	Iteration 37Q: 3 clusters Score -3924244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 129807 members 
Entering Unmasked Estep 
Score: -3924241.000000 Penalty: 1071.913940
	Iteration 38Q: 3 clusters Score -3924241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 129809 members 
Entering Unmasked Estep 
Score: -3924244.500000 Penalty: 1071.913940
	Iteration 39Q: 3 clusters Score -3924244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 129814 members 
Entering Unmasked Estep 
Score: -3924248.000000 Penalty: 1071.913940
	Iteration 40F: 3 clusters Score -3924248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 129815 members 
Entering Unmasked Estep 
Score: -3924242.000000 Penalty: 1071.913940
	Iteration 41Q: 3 clusters Score -3924242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 129818 members 
Entering Unmasked Estep 
Score: -3924246.500000 Penalty: 1071.913940
	Iteration 42Q: 3 clusters Score -3924246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 129817 members 
Entering Unmasked Estep 
Score: -3924244.750000 Penalty: 1071.913940
	Iteration 43Q: 3 clusters Score -3924245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -3924242.500000 Penalty: 1071.913940
	Iteration 44Q: 3 clusters Score -3924242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 129821 members 
Entering Unmasked Estep 
Score: -3924245.250000 Penalty: 1071.913940
	Iteration 45Q: 3 clusters Score -3924245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 129822 members 
Entering Unmasked Estep 
Score: -3924243.500000 Penalty: 1071.913940
	Iteration 46Q: 3 clusters Score -3924244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -3924249.000000 Penalty: 1071.913940
	Iteration 47Q: 3 clusters Score -3924249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 129831 members 
Entering Unmasked Estep 
Score: -3924246.250000 Penalty: 1071.913940
	Iteration 48Q: 3 clusters Score -3924246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 129834 members 
Entering Unmasked Estep 
Score: -3924246.250000 Penalty: 1071.913940
	Iteration 49Q: 3 clusters Score -3924246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -3924249.500000 Penalty: 1071.913940
	Iteration 50Q: 3 clusters Score -3924250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 129836 members 
Entering Unmasked Estep 
Score: -3924243.750000 Penalty: 1071.913940
	Iteration 51Q: 3 clusters Score -3924244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 129838 members 
Entering Unmasked Estep 
Score: -3924244.000000 Penalty: 1071.913940
	Iteration 52Q: 3 clusters Score -3924244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 129842 members 
Entering Unmasked Estep 
Score: -3924251.000000 Penalty: 1071.913940
	Iteration 53Q: 3 clusters Score -3924251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -3924254.250000 Penalty: 1071.913940
	Iteration 54Q: 3 clusters Score -3924254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 129849 members 
Entering Unmasked Estep 
Score: -3924255.000000 Penalty: 1071.913940
	Iteration 55Q: 3 clusters Score -3924255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 129850 members 
Entering Unmasked Estep 
Score: -3924254.750000 Penalty: 1071.913940
	Iteration 56Q: 3 clusters Score -3924255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 129851 members 
Entering Unmasked Estep 
Score: -3924253.000000 Penalty: 1071.913940
	Iteration 57Q: 3 clusters Score -3924253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 129852 members 
Entering Unmasked Estep 
Score: -3924254.250000 Penalty: 1071.913940
	Iteration 58Q: 3 clusters Score -3924254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 129853 members 
Entering Unmasked Estep 
Score: -3924253.000000 Penalty: 1071.913940
	Iteration 59Q: 3 clusters Score -3924253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 129854 members 
Entering Unmasked Estep 
Score: -3924255.500000 Penalty: 1071.913940
	Iteration 60F: 3 clusters Score -3924256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Entering Unmasked Estep 
Score: -64128.859375 Penalty: 344.782349
	Iteration 0F: 2 clusters Score -64128.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -62722.507812 Penalty: 689.564697
	Iteration 0F: 3 clusters Score -62722.51 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -63305.312500 Penalty: 689.564697
	Iteration 1F: 3 clusters Score -63305.31 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -63482.761719 Penalty: 689.564697
	Iteration 2F: 3 clusters Score -63482.76 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -63601.378906 Penalty: 689.564697
	Iteration 3F: 3 clusters Score -63601.38 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -63675.046875 Penalty: 689.564697
	Iteration 4F: 3 clusters Score -63675.05 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -63703.437500 Penalty: 689.564697
	Iteration 5Q: 3 clusters Score -63703.44 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -63713.601562 Penalty: 689.564697
	Iteration 6Q: 3 clusters Score -63713.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -63720.050781 Penalty: 689.564697
	Iteration 7Q: 3 clusters Score -63720.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -63725.464844 Penalty: 689.564697
	Iteration 8Q: 3 clusters Score -63725.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -63730.976562 Penalty: 689.564697
	Iteration 9Q: 3 clusters Score -63730.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -63734.003906 Penalty: 689.564697
	Iteration 10Q: 3 clusters Score -63734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -63735.265625 Penalty: 689.564697
	Iteration 11Q: 3 clusters Score -63735.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -63736.503906 Penalty: 689.564697
	Iteration 12Q: 3 clusters Score -63736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -63738.601562 Penalty: 689.564697
	Iteration 13Q: 3 clusters Score -63738.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -63741.265625 Penalty: 689.564697
	Iteration 14Q: 3 clusters Score -63741.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -63743.933594 Penalty: 689.564697
	Iteration 15Q: 3 clusters Score -63743.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -63746.003906 Penalty: 689.564697
	Iteration 16Q: 3 clusters Score -63746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -63748.253906 Penalty: 689.564697
	Iteration 17Q: 3 clusters Score -63748.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -63749.722656 Penalty: 689.564697
	Iteration 18Q: 3 clusters Score -63749.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -63752.433594 Penalty: 689.564697
	Iteration 19Q: 3 clusters Score -63752.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -63755.792969 Penalty: 689.564697
	Iteration 20F: 3 clusters Score -63755.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -63758.992188 Penalty: 689.564697
	Iteration 21Q: 3 clusters Score -63758.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -63761.800781 Penalty: 689.564697
	Iteration 22Q: 3 clusters Score -63761.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -63762.742188 Penalty: 689.564697
	Iteration 23Q: 3 clusters Score -63762.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -63763.335938 Penalty: 689.564697
	Iteration 24Q: 3 clusters Score -63763.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -63764.648438 Penalty: 689.564697
	Iteration 25Q: 3 clusters Score -63764.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -63766.289062 Penalty: 689.564697
	Iteration 26Q: 3 clusters Score -63766.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -63767.203125 Penalty: 689.564697
	Iteration 27Q: 3 clusters Score -63767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -63768.031250 Penalty: 689.564697
	Iteration 28Q: 3 clusters Score -63768.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -63768.812500 Penalty: 689.564697
	Iteration 29Q: 3 clusters Score -63768.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -63769.640625 Penalty: 689.564697
	Iteration 30Q: 3 clusters Score -63769.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -63770.589844 Penalty: 689.564697
	Iteration 31Q: 3 clusters Score -63770.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -63772.136719 Penalty: 689.564697
	Iteration 32Q: 3 clusters Score -63772.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -63772.886719 Penalty: 689.564697
	Iteration 33Q: 3 clusters Score -63772.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -63773.628906 Penalty: 689.564697
	Iteration 34Q: 3 clusters Score -63773.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -63773.734375 Penalty: 689.564697
	Iteration 35Q: 3 clusters Score -63773.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -63773.964844 Penalty: 689.564697
	Iteration 36Q: 3 clusters Score -63773.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -63774.093750 Penalty: 689.564697
	Iteration 37Q: 3 clusters Score -63774.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -63774.222656 Penalty: 689.564697
	Iteration 38Q: 3 clusters Score -63774.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -63774.378906 Penalty: 689.564697
	Iteration 39Q: 3 clusters Score -63774.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -63774.839844 Penalty: 689.564697
	Iteration 40F: 3 clusters Score -63774.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -63775.019531 Penalty: 689.564697
	Iteration 41Q: 3 clusters Score -63775.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -63775.132812 Penalty: 689.564697
	Iteration 42Q: 3 clusters Score -63775.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -63775.132812 Penalty: 689.564697
	Iteration 43F: 3 clusters Score -63775.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Entering Unmasked Estep 
Score: -72841.445312 Penalty: 350.322235
	Iteration 0F: 2 clusters Score -72841.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -71258.109375 Penalty: 700.644470
	Iteration 0F: 3 clusters Score -71258.11 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -71723.125000 Penalty: 700.644470
	Iteration 1F: 3 clusters Score -71723.12 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -71796.117188 Penalty: 700.644470
	Iteration 2F: 3 clusters Score -71796.12 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -71865.210938 Penalty: 700.644470
	Iteration 3F: 3 clusters Score -71865.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -71923.218750 Penalty: 700.644470
	Iteration 4F: 3 clusters Score -71923.22 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -71984.890625 Penalty: 700.644470
	Iteration 5Q: 3 clusters Score -71984.89 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -72061.335938 Penalty: 700.644470
	Iteration 6Q: 3 clusters Score -72061.34 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -72156.062500 Penalty: 700.644470
	Iteration 7Q: 3 clusters Score -72156.06 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -72234.531250 Penalty: 700.644470
	Iteration 8Q: 3 clusters Score -72234.53 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -72295.195312 Penalty: 700.644470
	Iteration 9Q: 3 clusters Score -72295.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -72349.539062 Penalty: 700.644470
	Iteration 10Q: 3 clusters Score -72349.54 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -72388.804688 Penalty: 700.644470
	Iteration 11Q: 3 clusters Score -72388.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -72417.453125 Penalty: 700.644470
	Iteration 12Q: 3 clusters Score -72417.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -72440.992188 Penalty: 700.644470
	Iteration 13Q: 3 clusters Score -72440.99 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -72450.507812 Penalty: 700.644470
	Iteration 14Q: 3 clusters Score -72450.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -72458.273438 Penalty: 700.644470
	Iteration 15Q: 3 clusters Score -72458.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -72467.929688 Penalty: 700.644470
	Iteration 16Q: 3 clusters Score -72467.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -72478.281250 Penalty: 700.644470
	Iteration 17Q: 3 clusters Score -72478.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -72490.429688 Penalty: 700.644470
	Iteration 18Q: 3 clusters Score -72490.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -72510.203125 Penalty: 700.644470
	Iteration 19Q: 3 clusters Score -72510.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -72525.320312 Penalty: 700.644470
	Iteration 20F: 3 clusters Score -72525.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -72534.015625 Penalty: 700.644470
	Iteration 21Q: 3 clusters Score -72534.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -72537.523438 Penalty: 700.644470
	Iteration 22Q: 3 clusters Score -72537.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -72545.343750 Penalty: 700.644470
	Iteration 23Q: 3 clusters Score -72545.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -72547.726562 Penalty: 700.644470
	Iteration 24Q: 3 clusters Score -72547.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -72548.187500 Penalty: 700.644470
	Iteration 25Q: 3 clusters Score -72548.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -72548.187500 Penalty: 700.644470
	Iteration 26F: 3 clusters Score -72548.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -59611.496094 Penalty: 350.198364
	Iteration 0F: 2 clusters Score -59611.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -58069.726562 Penalty: 700.396729
	Iteration 0F: 3 clusters Score -58069.73 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -58605.207031 Penalty: 700.396729
	Iteration 1F: 3 clusters Score -58605.21 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -58712.292969 Penalty: 700.396729
	Iteration 2F: 3 clusters Score -58712.29 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -58891.609375 Penalty: 700.396729
	Iteration 3F: 3 clusters Score -58891.61 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -59220.902344 Penalty: 700.396729
	Iteration 4F: 3 clusters Score -59220.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -59482.214844 Penalty: 700.396729
	Iteration 5F: 3 clusters Score -59482.21 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -59657.199219 Penalty: 700.396729
	Iteration 6F: 3 clusters Score -59657.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -59724.609375 Penalty: 700.396729
	Iteration 7Q: 3 clusters Score -59724.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -59747.105469 Penalty: 700.396729
	Iteration 8Q: 3 clusters Score -59747.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -59752.648438 Penalty: 700.396729
	Iteration 9Q: 3 clusters Score -59752.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -59755.039062 Penalty: 700.396729
	Iteration 10Q: 3 clusters Score -59755.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -59758.546875 Penalty: 700.396729
	Iteration 11Q: 3 clusters Score -59758.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -59759.148438 Penalty: 700.396729
	Iteration 12Q: 3 clusters Score -59759.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -59759.535156 Penalty: 700.396729
	Iteration 13Q: 3 clusters Score -59759.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -59759.652344 Penalty: 700.396729
	Iteration 14Q: 3 clusters Score -59759.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -59759.652344 Penalty: 700.396729
	Iteration 15F: 3 clusters Score -59759.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 378308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 55279 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 74176 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 25301 members 
Mstep: Class 15 contains 130519 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 243 members 
Mstep: Class 19 contains 1314 members 
Mstep: Class 20 contains 1958 members 
Entering Unmasked Estep 
Score: -21473242.000000 Penalty: 12281.809570
Splitting cluster 18 changes total score from -21473144.000000 to -21473242.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 19 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -43955.894531 Penalty: 326.727814
	Iteration 0F: 2 clusters Score -43955.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -42913.628906 Penalty: 653.455627
	Iteration 0F: 3 clusters Score -42913.63 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -43189.421875 Penalty: 653.455627
	Iteration 1F: 3 clusters Score -43189.42 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -43242.773438 Penalty: 653.455627
	Iteration 2F: 3 clusters Score -43242.77 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -43287.851562 Penalty: 653.455627
	Iteration 3F: 3 clusters Score -43287.85 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -43331.863281 Penalty: 653.455627
	Iteration 4F: 3 clusters Score -43331.86 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -43383.566406 Penalty: 653.455627
	Iteration 5Q: 3 clusters Score -43383.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43426.917969 Penalty: 653.455627
	Iteration 6F: 3 clusters Score -43426.92 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -43469.230469 Penalty: 653.455627
	Iteration 7Q: 3 clusters Score -43469.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -43501.234375 Penalty: 653.455627
	Iteration 8Q: 3 clusters Score -43501.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -43515.875000 Penalty: 653.455627
	Iteration 9Q: 3 clusters Score -43515.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -43525.886719 Penalty: 653.455627
	Iteration 10Q: 3 clusters Score -43525.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -43535.886719 Penalty: 653.455627
	Iteration 11Q: 3 clusters Score -43535.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -43541.683594 Penalty: 653.455627
	Iteration 12Q: 3 clusters Score -43541.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -43549.507812 Penalty: 653.455627
	Iteration 13Q: 3 clusters Score -43549.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -43555.789062 Penalty: 653.455627
	Iteration 14Q: 3 clusters Score -43555.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43562.042969 Penalty: 653.455627
	Iteration 15Q: 3 clusters Score -43562.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -43565.203125 Penalty: 653.455627
	Iteration 16Q: 3 clusters Score -43565.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43566.910156 Penalty: 653.455627
	Iteration 17Q: 3 clusters Score -43566.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -43568.253906 Penalty: 653.455627
	Iteration 18Q: 3 clusters Score -43568.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -43571.058594 Penalty: 653.455627
	Iteration 19Q: 3 clusters Score -43571.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43574.164062 Penalty: 653.455627
	Iteration 20F: 3 clusters Score -43574.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43576.039062 Penalty: 653.455627
	Iteration 21Q: 3 clusters Score -43576.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -43577.894531 Penalty: 653.455627
	Iteration 22Q: 3 clusters Score -43577.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -43579.914062 Penalty: 653.455627
	Iteration 23Q: 3 clusters Score -43579.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -43581.996094 Penalty: 653.455627
	Iteration 24Q: 3 clusters Score -43582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43584.632812 Penalty: 653.455627
	Iteration 25Q: 3 clusters Score -43584.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -43587.105469 Penalty: 653.455627
	Iteration 26Q: 3 clusters Score -43587.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -43588.027344 Penalty: 653.455627
	Iteration 27Q: 3 clusters Score -43588.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -43588.148438 Penalty: 653.455627
	Iteration 28Q: 3 clusters Score -43588.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -43588.902344 Penalty: 653.455627
	Iteration 29Q: 3 clusters Score -43588.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43589.527344 Penalty: 653.455627
	Iteration 30Q: 3 clusters Score -43589.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -43591.535156 Penalty: 653.455627
	Iteration 31Q: 3 clusters Score -43591.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -43592.378906 Penalty: 653.455627
	Iteration 32Q: 3 clusters Score -43592.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -43593.781250 Penalty: 653.455627
	Iteration 33Q: 3 clusters Score -43593.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -43594.332031 Penalty: 653.455627
	Iteration 34Q: 3 clusters Score -43594.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43594.796875 Penalty: 653.455627
	Iteration 35Q: 3 clusters Score -43594.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -43595.062500 Penalty: 653.455627
	Iteration 36Q: 3 clusters Score -43595.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -43595.953125 Penalty: 653.455627
	Iteration 37Q: 3 clusters Score -43595.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -43596.210938 Penalty: 653.455627
	Iteration 38Q: 3 clusters Score -43596.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43596.382812 Penalty: 653.455627
	Iteration 39Q: 3 clusters Score -43596.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -43596.460938 Penalty: 653.455627
	Iteration 40F: 3 clusters Score -43596.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 378308 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2525 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 10860 members 
Mstep: Class 10 contains 55279 members 
Mstep: Class 12 contains 74176 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 25301 members 
Mstep: Class 15 contains 130519 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2207 members 
Mstep: Class 18 contains 243 members 
Mstep: Class 19 contains 1314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473360.000000 Penalty: 12281.809570
Iteration 79Q: 21 clusters Score -2.147336e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 377794 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 2528 members 
Mstep: Class 7 contains 6605 members 
Mstep: Class 8 contains 2071 members 
Mstep: Class 9 contains 10886 members 
Mstep: Class 10 contains 55461 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 73749 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25335 members 
Mstep: Class 15 contains 131138 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 244 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473660.000000 Penalty: 12281.809570
Iteration 80F: 21 clusters Score -2.147366e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 377417 members 
Mstep: Class 4 contains 541 members 
Mstep: Class 5 contains 1972 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 6613 members 
Mstep: Class 8 contains 2060 members 
Mstep: Class 9 contains 10903 members 
Mstep: Class 10 contains 55579 members 
Mstep: Class 11 contains 2638 members 
Mstep: Class 12 contains 73352 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25268 members 
Mstep: Class 15 contains 131455 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474018.000000 Penalty: 12281.809570
Iteration 81Q: 21 clusters Score -2.147402e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 377185 members 
Mstep: Class 4 contains 535 members 
Mstep: Class 5 contains 1981 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 10921 members 
Mstep: Class 10 contains 55691 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 72906 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25221 members 
Mstep: Class 15 contains 131744 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 247 members 
Mstep: Class 19 contains 1344 members 
Mstep: Class 20 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474152.000000 Penalty: 12281.809570
Iteration 82Q: 21 clusters Score -2.147415e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 377035 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 1987 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 6623 members 
Mstep: Class 8 contains 2038 members 
Mstep: Class 9 contains 10947 members 
Mstep: Class 10 contains 55806 members 
Mstep: Class 11 contains 2992 members 
Mstep: Class 12 contains 72359 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25199 members 
Mstep: Class 15 contains 132088 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 2068 members 
Mstep: Class 18 contains 248 members 
Mstep: Class 19 contains 1350 members 
Mstep: Class 20 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474206.000000 Penalty: 12281.809570
Iteration 83Q: 21 clusters Score -2.147421e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 376933 members 
Mstep: Class 4 contains 512 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 2532 members 
Mstep: Class 7 contains 6627 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 10979 members 
Mstep: Class 10 contains 55896 members 
Mstep: Class 11 contains 3124 members 
Mstep: Class 12 contains 71780 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25167 members 
Mstep: Class 15 contains 132468 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 2046 members 
Mstep: Class 18 contains 249 members 
Mstep: Class 19 contains 1353 members 
Mstep: Class 20 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474272.000000 Penalty: 12281.809570
Iteration 84Q: 21 clusters Score -2.147427e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 376888 members 
Mstep: Class 4 contains 507 members 
Mstep: Class 5 contains 1992 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 6633 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 11010 members 
Mstep: Class 10 contains 55960 members 
Mstep: Class 11 contains 3240 members 
Mstep: Class 12 contains 71187 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25147 members 
Mstep: Class 15 contains 132866 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 2032 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474352.000000 Penalty: 12281.809570
Iteration 85Q: 21 clusters Score -2.147435e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 376833 members 
Mstep: Class 4 contains 500 members 
Mstep: Class 5 contains 1994 members 
Mstep: Class 6 contains 2524 members 
Mstep: Class 7 contains 6638 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 11049 members 
Mstep: Class 10 contains 56032 members 
Mstep: Class 11 contains 3340 members 
Mstep: Class 12 contains 70569 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25128 members 
Mstep: Class 15 contains 133292 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2025 members 
Mstep: Class 18 contains 250 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 2254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474360.000000 Penalty: 12281.809570
Iteration 86Q: 21 clusters Score -2.147436e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 376784 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 1997 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 6643 members 
Mstep: Class 8 contains 2028 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 56108 members 
Mstep: Class 11 contains 3431 members 
Mstep: Class 12 contains 69939 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 25140 members 
Mstep: Class 15 contains 133706 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2013 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 2291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474546.000000 Penalty: 12281.809570
Iteration 87Q: 21 clusters Score -2.147455e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 376756 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 1996 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 6646 members 
Mstep: Class 8 contains 2027 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 56175 members 
Mstep: Class 11 contains 3503 members 
Mstep: Class 12 contains 69311 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25154 members 
Mstep: Class 15 contains 134147 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 2003 members 
Mstep: Class 18 contains 251 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474600.000000 Penalty: 12281.809570
Iteration 88Q: 21 clusters Score -2.14746e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 376737 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 2000 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 6656 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 11156 members 
Mstep: Class 10 contains 56255 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 68689 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25172 members 
Mstep: Class 15 contains 134581 members 
Mstep: Class 16 contains 1928 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474644.000000 Penalty: 12281.809570
Iteration 89Q: 21 clusters Score -2.147464e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 376713 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 6662 members 
Mstep: Class 8 contains 2020 members 
Mstep: Class 9 contains 11168 members 
Mstep: Class 10 contains 56328 members 
Mstep: Class 11 contains 3624 members 
Mstep: Class 12 contains 68101 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25187 members 
Mstep: Class 15 contains 135010 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 1976 members 
Mstep: Class 18 contains 252 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474736.000000 Penalty: 12281.809570
Iteration 90Q: 21 clusters Score -2.147474e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 376701 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 6671 members 
Mstep: Class 8 contains 2020 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 56398 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 67523 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 25202 members 
Mstep: Class 15 contains 135438 members 
Mstep: Class 16 contains 1922 members 
Mstep: Class 17 contains 1959 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474918.000000 Penalty: 12281.809570
Iteration 91Q: 21 clusters Score -2.147492e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 376679 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 2522 members 
Mstep: Class 7 contains 6685 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 11185 members 
Mstep: Class 10 contains 56472 members 
Mstep: Class 11 contains 3727 members 
Mstep: Class 12 contains 66933 members 
Mstep: Class 13 contains 3551 members 
Mstep: Class 14 contains 25214 members 
Mstep: Class 15 contains 135888 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474912.000000 Penalty: 12281.809570
Iteration 92Q: 21 clusters Score -2.147491e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 376658 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 6699 members 
Mstep: Class 8 contains 2017 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 56522 members 
Mstep: Class 11 contains 3764 members 
Mstep: Class 12 contains 66376 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25213 members 
Mstep: Class 15 contains 136360 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 1934 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474866.000000 Penalty: 12281.809570
Iteration 93Q: 21 clusters Score -2.147487e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 376647 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 6708 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 11188 members 
Mstep: Class 10 contains 56569 members 
Mstep: Class 11 contains 3817 members 
Mstep: Class 12 contains 65808 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25211 members 
Mstep: Class 15 contains 136821 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 1926 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474912.000000 Penalty: 12281.809570
Iteration 94Q: 21 clusters Score -2.147491e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 376619 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 2009 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 6720 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 11196 members 
Mstep: Class 10 contains 56599 members 
Mstep: Class 11 contains 3867 members 
Mstep: Class 12 contains 65233 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25196 members 
Mstep: Class 15 contains 137325 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474908.000000 Penalty: 12281.809570
Iteration 95Q: 21 clusters Score -2.147491e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 376601 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 6728 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 11204 members 
Mstep: Class 10 contains 56625 members 
Mstep: Class 11 contains 3907 members 
Mstep: Class 12 contains 64619 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25186 members 
Mstep: Class 15 contains 137887 members 
Mstep: Class 16 contains 1908 members 
Mstep: Class 17 contains 1896 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474948.000000 Penalty: 12281.809570
Iteration 96Q: 21 clusters Score -2.147495e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1150 members 
Mstep: Class 3 contains 376588 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 6738 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 11201 members 
Mstep: Class 10 contains 56643 members 
Mstep: Class 11 contains 3944 members 
Mstep: Class 12 contains 64026 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25171 members 
Mstep: Class 15 contains 138460 members 
Mstep: Class 16 contains 1904 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475048.000000 Penalty: 12281.809570
Iteration 97Q: 21 clusters Score -2.147505e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 376568 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 6750 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 56677 members 
Mstep: Class 11 contains 3997 members 
Mstep: Class 12 contains 63435 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25163 members 
Mstep: Class 15 contains 139000 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475088.000000 Penalty: 12281.809570
Iteration 98Q: 21 clusters Score -2.147509e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 376538 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 2006 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 6759 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 56722 members 
Mstep: Class 11 contains 4039 members 
Mstep: Class 12 contains 62848 members 
Mstep: Class 13 contains 3556 members 
Mstep: Class 14 contains 25139 members 
Mstep: Class 15 contains 139542 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475094.000000 Penalty: 12281.809570
Iteration 99Q: 21 clusters Score -2.147509e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1144 members 
Mstep: Class 3 contains 376505 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 2008 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 6773 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 11178 members 
Mstep: Class 10 contains 56750 members 
Mstep: Class 11 contains 4072 members 
Mstep: Class 12 contains 62247 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 25139 members 
Mstep: Class 15 contains 140109 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 17 contains 1832 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 2579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475238.000000 Penalty: 12281.809570
Iteration 100F: 21 clusters Score -2.147524e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 376477 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 2010 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 6787 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 56770 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 61609 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 25142 members 
Mstep: Class 15 contains 140711 members 
Mstep: Class 16 contains 1891 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475210.000000 Penalty: 12281.809570
Iteration 101Q: 21 clusters Score -2.147521e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376446 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 6806 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 56781 members 
Mstep: Class 11 contains 4168 members 
Mstep: Class 12 contains 60953 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 25149 members 
Mstep: Class 15 contains 141351 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 1811 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2596 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -2.147531e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376406 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 2014 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 6834 members 
Mstep: Class 8 contains 2001 members 
Mstep: Class 9 contains 11118 members 
Mstep: Class 10 contains 56796 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 60252 members 
Mstep: Class 13 contains 3558 members 
Mstep: Class 14 contains 25159 members 
Mstep: Class 15 contains 142029 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2601 members 
Entering Unmasked Estep 
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Iteration 103Q: 21 clusters Score -2.147539e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376388 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 6864 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 11098 members 
Mstep: Class 10 contains 56817 members 
Mstep: Class 11 contains 4240 members 
Mstep: Class 12 contains 59503 members 
Mstep: Class 13 contains 3560 members 
Mstep: Class 14 contains 25159 members 
Mstep: Class 15 contains 142743 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 1791 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2607 members 
Entering Unmasked Estep 
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Iteration 104Q: 21 clusters Score -2.147556e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 376347 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 2500 members 
Mstep: Class 7 contains 6895 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 11077 members 
Mstep: Class 10 contains 56826 members 
Mstep: Class 11 contains 4277 members 
Mstep: Class 12 contains 58669 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 25168 members 
Mstep: Class 15 contains 143566 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 17 contains 1779 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2611 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 21 clusters Score -2.147564e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376311 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 2016 members 
Mstep: Class 6 contains 2498 members 
Mstep: Class 7 contains 6927 members 
Mstep: Class 8 contains 1996 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 56827 members 
Mstep: Class 11 contains 4313 members 
Mstep: Class 12 contains 57872 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 25176 members 
Mstep: Class 15 contains 144380 members 
Mstep: Class 16 contains 1876 members 
Mstep: Class 17 contains 1765 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2618 members 
Entering Unmasked Estep 
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Iteration 106Q: 21 clusters Score -2.147565e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376276 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 2018 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 1997 members 
Mstep: Class 9 contains 10971 members 
Mstep: Class 10 contains 56847 members 
Mstep: Class 11 contains 4349 members 
Mstep: Class 12 contains 57055 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 25186 members 
Mstep: Class 15 contains 145212 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 1748 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475754.000000 Penalty: 12281.809570
Iteration 107Q: 21 clusters Score -2.147575e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376207 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 7001 members 
Mstep: Class 8 contains 1995 members 
Mstep: Class 9 contains 10926 members 
Mstep: Class 10 contains 56833 members 
Mstep: Class 11 contains 4390 members 
Mstep: Class 12 contains 56185 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 25193 members 
Mstep: Class 15 contains 146145 members 
Mstep: Class 16 contains 1859 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475858.000000 Penalty: 12281.809570
Iteration 108Q: 21 clusters Score -2.147586e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376137 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 2494 members 
Mstep: Class 7 contains 7036 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 56815 members 
Mstep: Class 11 contains 4421 members 
Mstep: Class 12 contains 55354 members 
Mstep: Class 13 contains 3562 members 
Mstep: Class 14 contains 25201 members 
Mstep: Class 15 contains 147052 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475998.000000 Penalty: 12281.809570
Iteration 109Q: 21 clusters Score -2.1476e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376068 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 2492 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 10827 members 
Mstep: Class 10 contains 56811 members 
Mstep: Class 11 contains 4446 members 
Mstep: Class 12 contains 54533 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 25225 members 
Mstep: Class 15 contains 147920 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 1721 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476194.000000 Penalty: 12281.809570
Iteration 110Q: 21 clusters Score -2.147619e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 376011 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 7109 members 
Mstep: Class 8 contains 1993 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 56800 members 
Mstep: Class 11 contains 4475 members 
Mstep: Class 12 contains 53658 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 25243 members 
Mstep: Class 15 contains 148825 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 1714 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476298.000000 Penalty: 12281.809570
Iteration 111Q: 21 clusters Score -2.14763e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 375943 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 2027 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 7144 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 10740 members 
Mstep: Class 10 contains 56766 members 
Mstep: Class 11 contains 4495 members 
Mstep: Class 12 contains 52781 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25237 members 
Mstep: Class 15 contains 149812 members 
Mstep: Class 16 contains 1856 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476392.000000 Penalty: 12281.809570
Iteration 112Q: 21 clusters Score -2.147639e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 375861 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 2033 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 7187 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 56727 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 51943 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25219 members 
Mstep: Class 15 contains 150779 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 1680 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476458.000000 Penalty: 12281.809570
Iteration 113Q: 21 clusters Score -2.147646e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375790 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 2488 members 
Mstep: Class 7 contains 7228 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 10672 members 
Mstep: Class 10 contains 56684 members 
Mstep: Class 11 contains 4538 members 
Mstep: Class 12 contains 51093 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25196 members 
Mstep: Class 15 contains 151746 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 1662 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476706.000000 Penalty: 12281.809570
Iteration 114Q: 21 clusters Score -2.147671e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375729 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 2486 members 
Mstep: Class 7 contains 7284 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 56615 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 50229 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25194 members 
Mstep: Class 15 contains 152725 members 
Mstep: Class 16 contains 1848 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476818.000000 Penalty: 12281.809570
Iteration 115Q: 21 clusters Score -2.147682e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375666 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 2483 members 
Mstep: Class 7 contains 7328 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 10581 members 
Mstep: Class 10 contains 56556 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 49358 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25200 members 
Mstep: Class 15 contains 153711 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476968.000000 Penalty: 12281.809570
Iteration 116Q: 21 clusters Score -2.147697e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375618 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 2037 members 
Mstep: Class 6 contains 2476 members 
Mstep: Class 7 contains 7373 members 
Mstep: Class 8 contains 1998 members 
Mstep: Class 9 contains 10514 members 
Mstep: Class 10 contains 56486 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 48501 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25208 members 
Mstep: Class 15 contains 154703 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 17 contains 1630 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477078.000000 Penalty: 12281.809570
Iteration 117Q: 21 clusters Score -2.147708e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375558 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 2039 members 
Mstep: Class 6 contains 2470 members 
Mstep: Class 7 contains 7416 members 
Mstep: Class 8 contains 1999 members 
Mstep: Class 9 contains 10447 members 
Mstep: Class 10 contains 56404 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 47649 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25209 members 
Mstep: Class 15 contains 155726 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477232.000000 Penalty: 12281.809570
Iteration 118Q: 21 clusters Score -2.147723e+07 nChanged 1543
Entering ConstructFrom: 
Score: -21477232.000000 Penalty: 12281.809570
Entering ConstructFrom: 
Trying to split cluster 1 (24422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Entering Unmasked Estep 
Score: -781468.687500 Penalty: 459.697418
	Iteration 0F: 2 clusters Score -781468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -765236.750000 Penalty: 919.394836
	Iteration 0F: 3 clusters Score -765236.8 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -771969.875000 Penalty: 919.394836
	Iteration 1F: 3 clusters Score -771969.9 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -772404.875000 Penalty: 919.394836
	Iteration 2Q: 3 clusters Score -772404.9 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -772975.437500 Penalty: 919.394836
	Iteration 3F: 3 clusters Score -772975.4 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -773742.125000 Penalty: 919.394836
	Iteration 4F: 3 clusters Score -773742.1 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -774690.437500 Penalty: 919.394836
	Iteration 5F: 3 clusters Score -774690.4 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -775917.187500 Penalty: 919.394836
	Iteration 6F: 3 clusters Score -775917.2 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -777247.312500 Penalty: 919.394836
	Iteration 7F: 3 clusters Score -777247.3 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -778267.375000 Penalty: 919.394836
	Iteration 8Q: 3 clusters Score -778267.4 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -778873.187500 Penalty: 919.394836
	Iteration 9Q: 3 clusters Score -778873.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -779249.437500 Penalty: 919.394836
	Iteration 10Q: 3 clusters Score -779249.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -779552.187500 Penalty: 919.394836
	Iteration 11Q: 3 clusters Score -779552.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -779818.437500 Penalty: 919.394836
	Iteration 12Q: 3 clusters Score -779818.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -780039.125000 Penalty: 919.394836
	Iteration 13Q: 3 clusters Score -780039.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -780240.812500 Penalty: 919.394836
	Iteration 14Q: 3 clusters Score -780240.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -780412.437500 Penalty: 919.394836
	Iteration 15Q: 3 clusters Score -780412.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -780555.187500 Penalty: 919.394836
	Iteration 16Q: 3 clusters Score -780555.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -780665.312500 Penalty: 919.394836
	Iteration 17Q: 3 clusters Score -780665.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -780736.125000 Penalty: 919.394836
	Iteration 18Q: 3 clusters Score -780736.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -780808.187500 Penalty: 919.394836
	Iteration 19Q: 3 clusters Score -780808.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -780867.375000 Penalty: 919.394836
	Iteration 20F: 3 clusters Score -780867.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -780920.062500 Penalty: 919.394836
	Iteration 21Q: 3 clusters Score -780920.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -780955.375000 Penalty: 919.394836
	Iteration 22Q: 3 clusters Score -780955.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -780988.125000 Penalty: 919.394836
	Iteration 23Q: 3 clusters Score -780988.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -781012.250000 Penalty: 919.394836
	Iteration 24Q: 3 clusters Score -781012.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -781033.937500 Penalty: 919.394836
	Iteration 25Q: 3 clusters Score -781033.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -781044.312500 Penalty: 919.394836
	Iteration 26Q: 3 clusters Score -781044.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -781058.750000 Penalty: 919.394836
	Iteration 27Q: 3 clusters Score -781058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -781066.062500 Penalty: 919.394836
	Iteration 28Q: 3 clusters Score -781066.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -781073.187500 Penalty: 919.394836
	Iteration 29Q: 3 clusters Score -781073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -781077.125000 Penalty: 919.394836
	Iteration 30Q: 3 clusters Score -781077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -781081.187500 Penalty: 919.394836
	Iteration 31Q: 3 clusters Score -781081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -781084.375000 Penalty: 919.394836
	Iteration 32Q: 3 clusters Score -781084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -781087.875000 Penalty: 919.394836
	Iteration 33Q: 3 clusters Score -781087.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -781089.312500 Penalty: 919.394836
	Iteration 34Q: 3 clusters Score -781089.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -781093.875000 Penalty: 919.394836
	Iteration 35Q: 3 clusters Score -781093.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -781098.500000 Penalty: 919.394836
	Iteration 36Q: 3 clusters Score -781098.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -781099.125000 Penalty: 919.394836
	Iteration 37Q: 3 clusters Score -781099.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -781099.937500 Penalty: 919.394836
	Iteration 38Q: 3 clusters Score -781099.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -781099.500000 Penalty: 919.394836
	Iteration 39Q: 3 clusters Score -781099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -781100.937500 Penalty: 919.394836
	Iteration 40F: 3 clusters Score -781100.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Entering Unmasked Estep 
Score: -36270.660156 Penalty: 320.384247
	Iteration 0F: 2 clusters Score -36270.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -35370.179688 Penalty: 640.768494
	Iteration 0F: 3 clusters Score -35370.18 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -35704.367188 Penalty: 640.768494
	Iteration 1F: 3 clusters Score -35704.37 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -35823.019531 Penalty: 640.768494
	Iteration 2F: 3 clusters Score -35823.02 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -35900.367188 Penalty: 640.768494
	Iteration 3F: 3 clusters Score -35900.37 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -35936.503906 Penalty: 640.768494
	Iteration 4Q: 3 clusters Score -35936.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -35951.292969 Penalty: 640.768494
	Iteration 5Q: 3 clusters Score -35951.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -35962.101562 Penalty: 640.768494
	Iteration 6Q: 3 clusters Score -35962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -35969.039062 Penalty: 640.768494
	Iteration 7Q: 3 clusters Score -35969.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -35976.066406 Penalty: 640.768494
	Iteration 8Q: 3 clusters Score -35976.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -35981.882812 Penalty: 640.768494
	Iteration 9Q: 3 clusters Score -35981.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -35990.882812 Penalty: 640.768494
	Iteration 10Q: 3 clusters Score -35990.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -35999.515625 Penalty: 640.768494
	Iteration 11Q: 3 clusters Score -35999.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -36009.597656 Penalty: 640.768494
	Iteration 12Q: 3 clusters Score -36009.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -36021.148438 Penalty: 640.768494
	Iteration 13Q: 3 clusters Score -36021.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -36025.867188 Penalty: 640.768494
	Iteration 14Q: 3 clusters Score -36025.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -36030.554688 Penalty: 640.768494
	Iteration 15Q: 3 clusters Score -36030.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -36047.695312 Penalty: 640.768494
	Iteration 16Q: 3 clusters Score -36047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -36049.425781 Penalty: 640.768494
	Iteration 17Q: 3 clusters Score -36049.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -36049.621094 Penalty: 640.768494
	Iteration 18Q: 3 clusters Score -36049.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -36049.621094 Penalty: 640.768494
	Iteration 19F: 3 clusters Score -36049.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (375486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375486 members 
Entering Unmasked Estep 
Score: -11827167.000000 Penalty: 584.036926
	Iteration 0F: 2 clusters Score -1.182717e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188214 members 
Mstep: Class 2 contains 187272 members 
Entering Unmasked Estep 
Score: -11571271.000000 Penalty: 1168.073853
	Iteration 0F: 3 clusters Score -1.157127e+07 nChanged 185834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216822 members 
Mstep: Class 2 contains 158664 members 
Entering Unmasked Estep 
Score: -11688255.000000 Penalty: 1168.073853
	Iteration 1F: 3 clusters Score -1.168826e+07 nChanged 19148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234670 members 
Mstep: Class 2 contains 140816 members 
Entering Unmasked Estep 
Score: -11698025.000000 Penalty: 1168.073853
	Iteration 2F: 3 clusters Score -1.169802e+07 nChanged 26321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260453 members 
Mstep: Class 2 contains 115033 members 
Entering Unmasked Estep 
Score: -11716270.000000 Penalty: 1168.073853
	Iteration 3F: 3 clusters Score -1.171627e+07 nChanged 32921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293130 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -11745864.000000 Penalty: 1168.073853
	Iteration 4F: 3 clusters Score -1.174586e+07 nChanged 32794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325836 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -11778748.000000 Penalty: 1168.073853
	Iteration 5F: 3 clusters Score -1.177875e+07 nChanged 23494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349292 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -11802754.000000 Penalty: 1168.073853
	Iteration 6F: 3 clusters Score -1.180275e+07 nChanged 12921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362201 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -11815357.000000 Penalty: 1168.073853
	Iteration 7Q: 3 clusters Score -1.181536e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368594 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -11821419.000000 Penalty: 1168.073853
	Iteration 8Q: 3 clusters Score -1.182142e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371717 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -11824226.000000 Penalty: 1168.073853
	Iteration 9Q: 3 clusters Score -1.182423e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373326 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -11825457.000000 Penalty: 1168.073853
	Iteration 10Q: 3 clusters Score -1.182546e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374119 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11826026.000000 Penalty: 1168.073853
	Iteration 11Q: 3 clusters Score -1.182603e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374571 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -11826262.000000 Penalty: 1168.073853
	Iteration 12Q: 3 clusters Score -1.182626e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374824 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11826402.000000 Penalty: 1168.073853
	Iteration 13Q: 3 clusters Score -1.18264e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374975 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -11826468.000000 Penalty: 1168.073853
	Iteration 14Q: 3 clusters Score -1.182647e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375066 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11826504.000000 Penalty: 1168.073853
	Iteration 15Q: 3 clusters Score -1.18265e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375136 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11826546.000000 Penalty: 1168.073853
	Iteration 16Q: 3 clusters Score -1.182655e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375173 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11826581.000000 Penalty: 1168.073853
	Iteration 17Q: 3 clusters Score -1.182658e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375206 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -11826596.000000 Penalty: 1168.073853
	Iteration 18Q: 3 clusters Score -1.18266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375221 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -11826613.000000 Penalty: 1168.073853
	Iteration 19Q: 3 clusters Score -1.182661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375233 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11826625.000000 Penalty: 1168.073853
	Iteration 20F: 3 clusters Score -1.182662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375251 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11826639.000000 Penalty: 1168.073853
	Iteration 21Q: 3 clusters Score -1.182664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375259 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11826647.000000 Penalty: 1168.073853
	Iteration 22Q: 3 clusters Score -1.182665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375265 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11826647.000000 Penalty: 1168.073853
	Iteration 23Q: 3 clusters Score -1.182665e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375274 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -11826653.000000 Penalty: 1168.073853
	Iteration 24Q: 3 clusters Score -1.182665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375281 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11826662.000000 Penalty: 1168.073853
	Iteration 25Q: 3 clusters Score -1.182666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375287 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -11826665.000000 Penalty: 1168.073853
	Iteration 26Q: 3 clusters Score -1.182666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375290 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11826670.000000 Penalty: 1168.073853
	Iteration 27Q: 3 clusters Score -1.182667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375294 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -11826676.000000 Penalty: 1168.073853
	Iteration 28Q: 3 clusters Score -1.182668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375296 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11826670.000000 Penalty: 1168.073853
	Iteration 29Q: 3 clusters Score -1.182667e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375298 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -11826664.000000 Penalty: 1168.073853
	Iteration 30Q: 3 clusters Score -1.182666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375300 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11826667.000000 Penalty: 1168.073853
	Iteration 31Q: 3 clusters Score -1.182667e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375300 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -11826667.000000 Penalty: 1168.073853
	Iteration 32F: 3 clusters Score -1.182667e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -19100.714844 Penalty: 282.855591
	Iteration 0F: 2 clusters Score -19100.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -18599.156250 Penalty: 565.711182
	Iteration 0F: 3 clusters Score -18599.16 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18714.496094 Penalty: 565.711182
	Iteration 1F: 3 clusters Score -18714.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -18750.287109 Penalty: 565.711182
	Iteration 2F: 3 clusters Score -18750.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -18758.253906 Penalty: 565.711182
	Iteration 3Q: 3 clusters Score -18758.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18766.339844 Penalty: 565.711182
	Iteration 4Q: 3 clusters Score -18766.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18772.808594 Penalty: 565.711182
	Iteration 5Q: 3 clusters Score -18772.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18776.462891 Penalty: 565.711182
	Iteration 6Q: 3 clusters Score -18776.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -18778.496094 Penalty: 565.711182
	Iteration 7Q: 3 clusters Score -18778.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18778.882812 Penalty: 565.711182
	Iteration 8Q: 3 clusters Score -18778.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18779.433594 Penalty: 565.711182
	Iteration 9Q: 3 clusters Score -18779.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -18780.859375 Penalty: 565.711182
	Iteration 10Q: 3 clusters Score -18780.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -18782.466797 Penalty: 565.711182
	Iteration 11Q: 3 clusters Score -18782.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -18783.076172 Penalty: 565.711182
	Iteration 12Q: 3 clusters Score -18783.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18783.601562 Penalty: 565.711182
	Iteration 13Q: 3 clusters Score -18783.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -18784.458984 Penalty: 565.711182
	Iteration 14Q: 3 clusters Score -18784.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -18785.689453 Penalty: 565.711182
	Iteration 15Q: 3 clusters Score -18785.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -18786.855469 Penalty: 565.711182
	Iteration 16Q: 3 clusters Score -18786.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -18787.869141 Penalty: 565.711182
	Iteration 17Q: 3 clusters Score -18787.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -18789.224609 Penalty: 565.711182
	Iteration 18Q: 3 clusters Score -18789.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18790.355469 Penalty: 565.711182
	Iteration 19Q: 3 clusters Score -18790.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -18790.355469 Penalty: 565.711182
	Iteration 20F: 3 clusters Score -18790.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -67950.156250 Penalty: 346.764374
	Iteration 0F: 2 clusters Score -67950.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -66467.945312 Penalty: 693.528748
	Iteration 0F: 3 clusters Score -66467.95 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -66943.726562 Penalty: 693.528748
	Iteration 1F: 3 clusters Score -66943.73 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -67016.039062 Penalty: 693.528748
	Iteration 2F: 3 clusters Score -67016.04 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -67081.804688 Penalty: 693.528748
	Iteration 3Q: 3 clusters Score -67081.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -67147.257812 Penalty: 693.528748
	Iteration 4F: 3 clusters Score -67147.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -67191.335938 Penalty: 693.528748
	Iteration 5Q: 3 clusters Score -67191.34 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -67228.945312 Penalty: 693.528748
	Iteration 6Q: 3 clusters Score -67228.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -67264.992188 Penalty: 693.528748
	Iteration 7Q: 3 clusters Score -67264.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -67300.398438 Penalty: 693.528748
	Iteration 8Q: 3 clusters Score -67300.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -67355.429688 Penalty: 693.528748
	Iteration 9Q: 3 clusters Score -67355.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -67404.914062 Penalty: 693.528748
	Iteration 10Q: 3 clusters Score -67404.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -67434.414062 Penalty: 693.528748
	Iteration 11Q: 3 clusters Score -67434.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -67446.765625 Penalty: 693.528748
	Iteration 12Q: 3 clusters Score -67446.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -67453.968750 Penalty: 693.528748
	Iteration 13Q: 3 clusters Score -67453.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -67457.679688 Penalty: 693.528748
	Iteration 14Q: 3 clusters Score -67457.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -67461.828125 Penalty: 693.528748
	Iteration 15Q: 3 clusters Score -67461.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -67465.562500 Penalty: 693.528748
	Iteration 16Q: 3 clusters Score -67465.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -67468.125000 Penalty: 693.528748
	Iteration 17Q: 3 clusters Score -67468.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -67472.960938 Penalty: 693.528748
	Iteration 18Q: 3 clusters Score -67472.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -67480.632812 Penalty: 693.528748
	Iteration 19Q: 3 clusters Score -67480.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -67485.734375 Penalty: 693.528748
	Iteration 20F: 3 clusters Score -67485.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -67488.476562 Penalty: 693.528748
	Iteration 21Q: 3 clusters Score -67488.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -67490.960938 Penalty: 693.528748
	Iteration 22Q: 3 clusters Score -67490.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -67493.726562 Penalty: 693.528748
	Iteration 23Q: 3 clusters Score -67493.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -67496.570312 Penalty: 693.528748
	Iteration 24Q: 3 clusters Score -67496.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -67499.359375 Penalty: 693.528748
	Iteration 25Q: 3 clusters Score -67499.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -67503.273438 Penalty: 693.528748
	Iteration 26Q: 3 clusters Score -67503.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -67506.601562 Penalty: 693.528748
	Iteration 27Q: 3 clusters Score -67506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -67508.320312 Penalty: 693.528748
	Iteration 28Q: 3 clusters Score -67508.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -67509.492188 Penalty: 693.528748
	Iteration 29Q: 3 clusters Score -67509.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -67510.468750 Penalty: 693.528748
	Iteration 30Q: 3 clusters Score -67510.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -67512.218750 Penalty: 693.528748
	Iteration 31Q: 3 clusters Score -67512.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -67512.531250 Penalty: 693.528748
	Iteration 32Q: 3 clusters Score -67512.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -67512.578125 Penalty: 693.528748
	Iteration 33Q: 3 clusters Score -67512.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -67512.578125 Penalty: 693.528748
	Iteration 34F: 3 clusters Score -67512.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -84739.140625 Penalty: 355.352600
	Iteration 0F: 2 clusters Score -84739.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -82973.726562 Penalty: 710.705200
	Iteration 0F: 3 clusters Score -82973.73 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -83507.187500 Penalty: 710.705200
	Iteration 1F: 3 clusters Score -83507.19 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -83575.804688 Penalty: 710.705200
	Iteration 2F: 3 clusters Score -83575.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -83641.226562 Penalty: 710.705200
	Iteration 3F: 3 clusters Score -83641.23 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -83714.273438 Penalty: 710.705200
	Iteration 4F: 3 clusters Score -83714.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -83787.523438 Penalty: 710.705200
	Iteration 5F: 3 clusters Score -83787.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -83871.898438 Penalty: 710.705200
	Iteration 6F: 3 clusters Score -83871.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -83947.531250 Penalty: 710.705200
	Iteration 7Q: 3 clusters Score -83947.53 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -84036.734375 Penalty: 710.705200
	Iteration 8Q: 3 clusters Score -84036.73 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -84119.867188 Penalty: 710.705200
	Iteration 9Q: 3 clusters Score -84119.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -84198.734375 Penalty: 710.705200
	Iteration 10Q: 3 clusters Score -84198.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -84251.390625 Penalty: 710.705200
	Iteration 11Q: 3 clusters Score -84251.39 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -84289.437500 Penalty: 710.705200
	Iteration 12Q: 3 clusters Score -84289.44 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -84308.460938 Penalty: 710.705200
	Iteration 13Q: 3 clusters Score -84308.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -84323.828125 Penalty: 710.705200
	Iteration 14Q: 3 clusters Score -84323.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -84335.703125 Penalty: 710.705200
	Iteration 15Q: 3 clusters Score -84335.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -84342.968750 Penalty: 710.705200
	Iteration 16Q: 3 clusters Score -84342.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -84347.281250 Penalty: 710.705200
	Iteration 17Q: 3 clusters Score -84347.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -84350.828125 Penalty: 710.705200
	Iteration 18Q: 3 clusters Score -84350.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -84353.421875 Penalty: 710.705200
	Iteration 19Q: 3 clusters Score -84353.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -84353.851562 Penalty: 710.705200
	Iteration 20F: 3 clusters Score -84353.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Entering Unmasked Estep 
Score: -245599.921875 Penalty: 405.780304
	Iteration 0F: 2 clusters Score -245599.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -240584.296875 Penalty: 811.560608
	Iteration 0F: 3 clusters Score -240584.3 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -242533.562500 Penalty: 811.560608
	Iteration 1F: 3 clusters Score -242533.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -242720.562500 Penalty: 811.560608
	Iteration 2F: 3 clusters Score -242720.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -242908.437500 Penalty: 811.560608
	Iteration 3F: 3 clusters Score -242908.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -243134.531250 Penalty: 811.560608
	Iteration 4F: 3 clusters Score -243134.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -243428.953125 Penalty: 811.560608
	Iteration 5F: 3 clusters Score -243429 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -243791.656250 Penalty: 811.560608
	Iteration 6F: 3 clusters Score -243791.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -244191.000000 Penalty: 811.560608
	Iteration 7F: 3 clusters Score -244191 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -244489.578125 Penalty: 811.560608
	Iteration 8F: 3 clusters Score -244489.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -244626.484375 Penalty: 811.560608
	Iteration 9Q: 3 clusters Score -244626.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -244722.218750 Penalty: 811.560608
	Iteration 10Q: 3 clusters Score -244722.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -244782.984375 Penalty: 811.560608
	Iteration 11Q: 3 clusters Score -244783 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -244821.812500 Penalty: 811.560608
	Iteration 12Q: 3 clusters Score -244821.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -244852.156250 Penalty: 811.560608
	Iteration 13Q: 3 clusters Score -244852.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -244885.046875 Penalty: 811.560608
	Iteration 14Q: 3 clusters Score -244885 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -244915.031250 Penalty: 811.560608
	Iteration 15Q: 3 clusters Score -244915 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -244940.859375 Penalty: 811.560608
	Iteration 16Q: 3 clusters Score -244940.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -244972.031250 Penalty: 811.560608
	Iteration 17Q: 3 clusters Score -244972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -245004.015625 Penalty: 811.560608
	Iteration 18Q: 3 clusters Score -245004 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -245030.640625 Penalty: 811.560608
	Iteration 19Q: 3 clusters Score -245030.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -245052.187500 Penalty: 811.560608
	Iteration 20F: 3 clusters Score -245052.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -245070.796875 Penalty: 811.560608
	Iteration 21Q: 3 clusters Score -245070.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -245082.578125 Penalty: 811.560608
	Iteration 22Q: 3 clusters Score -245082.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -245096.484375 Penalty: 811.560608
	Iteration 23Q: 3 clusters Score -245096.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -245108.734375 Penalty: 811.560608
	Iteration 24Q: 3 clusters Score -245108.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -245119.875000 Penalty: 811.560608
	Iteration 25Q: 3 clusters Score -245119.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -245133.390625 Penalty: 811.560608
	Iteration 26Q: 3 clusters Score -245133.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -245148.046875 Penalty: 811.560608
	Iteration 27Q: 3 clusters Score -245148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -245153.859375 Penalty: 811.560608
	Iteration 28Q: 3 clusters Score -245153.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -245157.515625 Penalty: 811.560608
	Iteration 29Q: 3 clusters Score -245157.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -245164.687500 Penalty: 811.560608
	Iteration 30Q: 3 clusters Score -245164.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -245169.734375 Penalty: 811.560608
	Iteration 31Q: 3 clusters Score -245169.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -245175.390625 Penalty: 811.560608
	Iteration 32Q: 3 clusters Score -245175.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -245181.500000 Penalty: 811.560608
	Iteration 33Q: 3 clusters Score -245181.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -245187.796875 Penalty: 811.560608
	Iteration 34Q: 3 clusters Score -245187.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -245193.796875 Penalty: 811.560608
	Iteration 35Q: 3 clusters Score -245193.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -245198.234375 Penalty: 811.560608
	Iteration 36Q: 3 clusters Score -245198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -245200.734375 Penalty: 811.560608
	Iteration 37Q: 3 clusters Score -245200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -245202.468750 Penalty: 811.560608
	Iteration 38Q: 3 clusters Score -245202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -245204.921875 Penalty: 811.560608
	Iteration 39Q: 3 clusters Score -245204.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -245205.968750 Penalty: 811.560608
	Iteration 40F: 3 clusters Score -245206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -245206.687500 Penalty: 811.560608
	Iteration 41Q: 3 clusters Score -245206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -245209.671875 Penalty: 811.560608
	Iteration 42Q: 3 clusters Score -245209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -245213.875000 Penalty: 811.560608
	Iteration 43Q: 3 clusters Score -245213.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -245219.031250 Penalty: 811.560608
	Iteration 44Q: 3 clusters Score -245219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -245226.437500 Penalty: 811.560608
	Iteration 45Q: 3 clusters Score -245226.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -245231.671875 Penalty: 811.560608
	Iteration 46Q: 3 clusters Score -245231.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -245235.203125 Penalty: 811.560608
	Iteration 47Q: 3 clusters Score -245235.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -245237.765625 Penalty: 811.560608
	Iteration 48Q: 3 clusters Score -245237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -245240.343750 Penalty: 811.560608
	Iteration 49Q: 3 clusters Score -245240.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -245244.578125 Penalty: 811.560608
	Iteration 50Q: 3 clusters Score -245244.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -245248.921875 Penalty: 811.560608
	Iteration 51Q: 3 clusters Score -245248.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -245253.421875 Penalty: 811.560608
	Iteration 52Q: 3 clusters Score -245253.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -245254.906250 Penalty: 811.560608
	Iteration 53Q: 3 clusters Score -245254.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -245257.593750 Penalty: 811.560608
	Iteration 54Q: 3 clusters Score -245257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -245259.234375 Penalty: 811.560608
	Iteration 55Q: 3 clusters Score -245259.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -245260.578125 Penalty: 811.560608
	Iteration 56Q: 3 clusters Score -245260.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -245260.968750 Penalty: 811.560608
	Iteration 57Q: 3 clusters Score -245261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -245260.968750 Penalty: 811.560608
	Iteration 58F: 3 clusters Score -245261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Entering Unmasked Estep 
Score: -54005.640625 Penalty: 345.886536
	Iteration 0F: 2 clusters Score -54005.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -52591.589844 Penalty: 691.773071
	Iteration 0F: 3 clusters Score -52591.59 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -53078.816406 Penalty: 691.773071
	Iteration 1F: 3 clusters Score -53078.82 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -53163.589844 Penalty: 691.773071
	Iteration 2F: 3 clusters Score -53163.59 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -53230.980469 Penalty: 691.773071
	Iteration 3F: 3 clusters Score -53230.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -53280.777344 Penalty: 691.773071
	Iteration 4Q: 3 clusters Score -53280.78 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -53329.582031 Penalty: 691.773071
	Iteration 5Q: 3 clusters Score -53329.58 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -53391.269531 Penalty: 691.773071
	Iteration 6Q: 3 clusters Score -53391.27 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -53435.886719 Penalty: 691.773071
	Iteration 7Q: 3 clusters Score -53435.89 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -53500.117188 Penalty: 691.773071
	Iteration 8Q: 3 clusters Score -53500.12 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -53544.605469 Penalty: 691.773071
	Iteration 9Q: 3 clusters Score -53544.61 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -53571.882812 Penalty: 691.773071
	Iteration 10Q: 3 clusters Score -53571.88 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -53591.570312 Penalty: 691.773071
	Iteration 11Q: 3 clusters Score -53591.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -53612.273438 Penalty: 691.773071
	Iteration 12Q: 3 clusters Score -53612.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -53629.582031 Penalty: 691.773071
	Iteration 13Q: 3 clusters Score -53629.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -53644.589844 Penalty: 691.773071
	Iteration 14Q: 3 clusters Score -53644.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -53670.203125 Penalty: 691.773071
	Iteration 15Q: 3 clusters Score -53670.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -53700.054688 Penalty: 691.773071
	Iteration 16Q: 3 clusters Score -53700.05 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -53742.132812 Penalty: 691.773071
	Iteration 17Q: 3 clusters Score -53742.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -53784.734375 Penalty: 691.773071
	Iteration 18Q: 3 clusters Score -53784.73 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -53844.246094 Penalty: 691.773071
	Iteration 19Q: 3 clusters Score -53844.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -53892.707031 Penalty: 691.773071
	Iteration 20F: 3 clusters Score -53892.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -53916.988281 Penalty: 691.773071
	Iteration 21Q: 3 clusters Score -53916.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -53933.050781 Penalty: 691.773071
	Iteration 22Q: 3 clusters Score -53933.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -53941.007812 Penalty: 691.773071
	Iteration 23Q: 3 clusters Score -53941.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -53946.332031 Penalty: 691.773071
	Iteration 24Q: 3 clusters Score -53946.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -53950.066406 Penalty: 691.773071
	Iteration 25Q: 3 clusters Score -53950.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -53952.031250 Penalty: 691.773071
	Iteration 26Q: 3 clusters Score -53952.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -53952.546875 Penalty: 691.773071
	Iteration 27Q: 3 clusters Score -53952.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -53952.546875 Penalty: 691.773071
	Iteration 28F: 3 clusters Score -53952.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Entering Unmasked Estep 
Score: -320240.375000 Penalty: 420.776184
	Iteration 0F: 2 clusters Score -320240.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -313389.656250 Penalty: 841.552368
	Iteration 0F: 3 clusters Score -313389.7 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -316368.843750 Penalty: 841.552368
	Iteration 1F: 3 clusters Score -316368.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -316988.437500 Penalty: 841.552368
	Iteration 2F: 3 clusters Score -316988.4 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -317785.562500 Penalty: 841.552368
	Iteration 3F: 3 clusters Score -317785.6 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -318610.093750 Penalty: 841.552368
	Iteration 4F: 3 clusters Score -318610.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -319380.312500 Penalty: 841.552368
	Iteration 5F: 3 clusters Score -319380.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -319867.062500 Penalty: 841.552368
	Iteration 6Q: 3 clusters Score -319867.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -319981.343750 Penalty: 841.552368
	Iteration 7Q: 3 clusters Score -319981.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -320018.500000 Penalty: 841.552368
	Iteration 8Q: 3 clusters Score -320018.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -320040.250000 Penalty: 841.552368
	Iteration 9Q: 3 clusters Score -320040.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -320053.906250 Penalty: 841.552368
	Iteration 10Q: 3 clusters Score -320053.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -320064.500000 Penalty: 841.552368
	Iteration 11Q: 3 clusters Score -320064.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -320071.031250 Penalty: 841.552368
	Iteration 12Q: 3 clusters Score -320071 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -320074.750000 Penalty: 841.552368
	Iteration 13Q: 3 clusters Score -320074.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -320075.000000 Penalty: 841.552368
	Iteration 14Q: 3 clusters Score -320075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -320077.187500 Penalty: 841.552368
	Iteration 15Q: 3 clusters Score -320077.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -320077.906250 Penalty: 841.552368
	Iteration 16Q: 3 clusters Score -320077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -320078.843750 Penalty: 841.552368
	Iteration 17Q: 3 clusters Score -320078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -320078.656250 Penalty: 841.552368
	Iteration 18Q: 3 clusters Score -320078.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -320079.437500 Penalty: 841.552368
	Iteration 19Q: 3 clusters Score -320079.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -320080.843750 Penalty: 841.552368
	Iteration 20F: 3 clusters Score -320080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -320082.093750 Penalty: 841.552368
	Iteration 21Q: 3 clusters Score -320082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -320082.781250 Penalty: 841.552368
	Iteration 22Q: 3 clusters Score -320082.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -320082.968750 Penalty: 841.552368
	Iteration 23Q: 3 clusters Score -320083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -320082.437500 Penalty: 841.552368
	Iteration 24Q: 3 clusters Score -320082.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -320083.562500 Penalty: 841.552368
	Iteration 25Q: 3 clusters Score -320083.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -320084.062500 Penalty: 841.552368
	Iteration 26Q: 3 clusters Score -320084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -320084.687500 Penalty: 841.552368
	Iteration 27Q: 3 clusters Score -320084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -320084.656250 Penalty: 841.552368
	Iteration 28Q: 3 clusters Score -320084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -320084.968750 Penalty: 841.552368
	Iteration 29Q: 3 clusters Score -320085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -320085.250000 Penalty: 841.552368
	Iteration 30Q: 3 clusters Score -320085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -320085.250000 Penalty: 841.552368
	Iteration 31F: 3 clusters Score -320085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (56300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56300 members 
Entering Unmasked Estep 
Score: -1785454.375000 Penalty: 497.699463
	Iteration 0F: 2 clusters Score -1785454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -1747612.875000 Penalty: 995.398926
	Iteration 0F: 3 clusters Score -1747613 nChanged 27292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 29816 members 
Entering Unmasked Estep 
Score: -1764382.875000 Penalty: 995.398926
	Iteration 1F: 3 clusters Score -1764383 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -1766046.125000 Penalty: 995.398926
	Iteration 2F: 3 clusters Score -1766046 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 34019 members 
Entering Unmasked Estep 
Score: -1768866.125000 Penalty: 995.398926
	Iteration 3F: 3 clusters Score -1768866 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -1772768.875000 Penalty: 995.398926
	Iteration 4F: 3 clusters Score -1772769 nChanged 4053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -1776395.750000 Penalty: 995.398926
	Iteration 5F: 3 clusters Score -1776396 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -1778388.250000 Penalty: 995.398926
	Iteration 6F: 3 clusters Score -1778388 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -1779219.500000 Penalty: 995.398926
	Iteration 7Q: 3 clusters Score -1779220 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -1779766.250000 Penalty: 995.398926
	Iteration 8Q: 3 clusters Score -1779766 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -1780242.250000 Penalty: 995.398926
	Iteration 9Q: 3 clusters Score -1780242 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -1780669.375000 Penalty: 995.398926
	Iteration 10Q: 3 clusters Score -1780669 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -1781101.000000 Penalty: 995.398926
	Iteration 11Q: 3 clusters Score -1781101 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -1781506.625000 Penalty: 995.398926
	Iteration 12Q: 3 clusters Score -1781507 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -1781848.500000 Penalty: 995.398926
	Iteration 13Q: 3 clusters Score -1781848 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -1782161.625000 Penalty: 995.398926
	Iteration 14Q: 3 clusters Score -1782162 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 48874 members 
Entering Unmasked Estep 
Score: -1782457.000000 Penalty: 995.398926
	Iteration 15Q: 3 clusters Score -1782457 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -1782747.250000 Penalty: 995.398926
	Iteration 16Q: 3 clusters Score -1782747 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -1783001.250000 Penalty: 995.398926
	Iteration 17Q: 3 clusters Score -1783001 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -1783246.750000 Penalty: 995.398926
	Iteration 18Q: 3 clusters Score -1783247 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -1783474.500000 Penalty: 995.398926
	Iteration 19Q: 3 clusters Score -1783474 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -1783699.625000 Penalty: 995.398926
	Iteration 20F: 3 clusters Score -1783700 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -1783892.125000 Penalty: 995.398926
	Iteration 21Q: 3 clusters Score -1783892 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -1784067.500000 Penalty: 995.398926
	Iteration 22Q: 3 clusters Score -1784068 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -1784256.375000 Penalty: 995.398926
	Iteration 23Q: 3 clusters Score -1784256 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 53638 members 
Entering Unmasked Estep 
Score: -1784396.750000 Penalty: 995.398926
	Iteration 24Q: 3 clusters Score -1784397 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 53969 members 
Entering Unmasked Estep 
Score: -1784525.750000 Penalty: 995.398926
	Iteration 25Q: 3 clusters Score -1784526 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 54239 members 
Entering Unmasked Estep 
Score: -1784641.875000 Penalty: 995.398926
	Iteration 26Q: 3 clusters Score -1784642 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 54495 members 
Entering Unmasked Estep 
Score: -1784737.125000 Penalty: 995.398926
	Iteration 27Q: 3 clusters Score -1784737 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -1784815.625000 Penalty: 995.398926
	Iteration 28Q: 3 clusters Score -1784816 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 54854 members 
Entering Unmasked Estep 
Score: -1784866.750000 Penalty: 995.398926
	Iteration 29Q: 3 clusters Score -1784867 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55011 members 
Entering Unmasked Estep 
Score: -1784927.750000 Penalty: 995.398926
	Iteration 30Q: 3 clusters Score -1784928 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -1785002.125000 Penalty: 995.398926
	Iteration 31Q: 3 clusters Score -1785002 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 55282 members 
Entering Unmasked Estep 
Score: -1785060.125000 Penalty: 995.398926
	Iteration 32Q: 3 clusters Score -1785060 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -1785097.375000 Penalty: 995.398926
	Iteration 33Q: 3 clusters Score -1785097 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -1785133.875000 Penalty: 995.398926
	Iteration 34Q: 3 clusters Score -1785134 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -1785162.750000 Penalty: 995.398926
	Iteration 35Q: 3 clusters Score -1785163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -1785192.875000 Penalty: 995.398926
	Iteration 36Q: 3 clusters Score -1785193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 55565 members 
Entering Unmasked Estep 
Score: -1785215.500000 Penalty: 995.398926
	Iteration 37Q: 3 clusters Score -1785216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 55599 members 
Entering Unmasked Estep 
Score: -1785234.375000 Penalty: 995.398926
	Iteration 38Q: 3 clusters Score -1785234 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 55619 members 
Entering Unmasked Estep 
Score: -1785242.750000 Penalty: 995.398926
	Iteration 39Q: 3 clusters Score -1785243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 55640 members 
Entering Unmasked Estep 
Score: -1785265.500000 Penalty: 995.398926
	Iteration 40F: 3 clusters Score -1785266 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -1785275.750000 Penalty: 995.398926
	Iteration 41Q: 3 clusters Score -1785276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 55681 members 
Entering Unmasked Estep 
Score: -1785282.000000 Penalty: 995.398926
	Iteration 42Q: 3 clusters Score -1785282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 55691 members 
Entering Unmasked Estep 
Score: -1785289.875000 Penalty: 995.398926
	Iteration 43Q: 3 clusters Score -1785290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -1785292.750000 Penalty: 995.398926
	Iteration 44Q: 3 clusters Score -1785293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 55708 members 
Entering Unmasked Estep 
Score: -1785295.125000 Penalty: 995.398926
	Iteration 45Q: 3 clusters Score -1785295 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -1785296.875000 Penalty: 995.398926
	Iteration 46Q: 3 clusters Score -1785297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -1785301.250000 Penalty: 995.398926
	Iteration 47Q: 3 clusters Score -1785301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -1785302.250000 Penalty: 995.398926
	Iteration 48Q: 3 clusters Score -1785302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 55714 members 
Entering Unmasked Estep 
Score: -1785299.875000 Penalty: 995.398926
	Iteration 49Q: 3 clusters Score -1785300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -1785299.500000 Penalty: 995.398926
	Iteration 50Q: 3 clusters Score -1785300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -1785299.375000 Penalty: 995.398926
	Iteration 51Q: 3 clusters Score -1785299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -1785300.125000 Penalty: 995.398926
	Iteration 52Q: 3 clusters Score -1785300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 55719 members 
Entering Unmasked Estep 
Score: -1785300.125000 Penalty: 995.398926
	Iteration 53F: 3 clusters Score -1785300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Entering Unmasked Estep 
Score: -152326.984375 Penalty: 383.698822
	Iteration 0F: 2 clusters Score -152327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -149262.343750 Penalty: 767.397644
	Iteration 0F: 3 clusters Score -149262.3 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -150413.140625 Penalty: 767.397644
	Iteration 1F: 3 clusters Score -150413.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -150506.015625 Penalty: 767.397644
	Iteration 2F: 3 clusters Score -150506 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -150622.406250 Penalty: 767.397644
	Iteration 3F: 3 clusters Score -150622.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -150760.125000 Penalty: 767.397644
	Iteration 4F: 3 clusters Score -150760.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -150918.984375 Penalty: 767.397644
	Iteration 5F: 3 clusters Score -150919 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -151111.078125 Penalty: 767.397644
	Iteration 6F: 3 clusters Score -151111.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -151325.750000 Penalty: 767.397644
	Iteration 7F: 3 clusters Score -151325.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -151533.281250 Penalty: 767.397644
	Iteration 8F: 3 clusters Score -151533.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -151688.609375 Penalty: 767.397644
	Iteration 9Q: 3 clusters Score -151688.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -151760.359375 Penalty: 767.397644
	Iteration 10Q: 3 clusters Score -151760.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -151786.937500 Penalty: 767.397644
	Iteration 11Q: 3 clusters Score -151786.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -151810.703125 Penalty: 767.397644
	Iteration 12Q: 3 clusters Score -151810.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -151830.125000 Penalty: 767.397644
	Iteration 13Q: 3 clusters Score -151830.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -151841.890625 Penalty: 767.397644
	Iteration 14Q: 3 clusters Score -151841.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -151848.031250 Penalty: 767.397644
	Iteration 15Q: 3 clusters Score -151848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -151852.328125 Penalty: 767.397644
	Iteration 16Q: 3 clusters Score -151852.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -151858.312500 Penalty: 767.397644
	Iteration 17Q: 3 clusters Score -151858.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -151863.765625 Penalty: 767.397644
	Iteration 18Q: 3 clusters Score -151863.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -151866.500000 Penalty: 767.397644
	Iteration 19Q: 3 clusters Score -151866.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -151870.015625 Penalty: 767.397644
	Iteration 20F: 3 clusters Score -151870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -151874.171875 Penalty: 767.397644
	Iteration 21Q: 3 clusters Score -151874.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -151879.171875 Penalty: 767.397644
	Iteration 22Q: 3 clusters Score -151879.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -151884.156250 Penalty: 767.397644
	Iteration 23Q: 3 clusters Score -151884.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -151888.796875 Penalty: 767.397644
	Iteration 24Q: 3 clusters Score -151888.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -151892.781250 Penalty: 767.397644
	Iteration 25Q: 3 clusters Score -151892.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -151895.437500 Penalty: 767.397644
	Iteration 26Q: 3 clusters Score -151895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -151898.671875 Penalty: 767.397644
	Iteration 27Q: 3 clusters Score -151898.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -151904.484375 Penalty: 767.397644
	Iteration 28Q: 3 clusters Score -151904.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -151915.093750 Penalty: 767.397644
	Iteration 29Q: 3 clusters Score -151915.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -151924.984375 Penalty: 767.397644
	Iteration 30Q: 3 clusters Score -151925 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -151935.437500 Penalty: 767.397644
	Iteration 31Q: 3 clusters Score -151935.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -151943.296875 Penalty: 767.397644
	Iteration 32Q: 3 clusters Score -151943.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -151949.703125 Penalty: 767.397644
	Iteration 33Q: 3 clusters Score -151949.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -151953.390625 Penalty: 767.397644
	Iteration 34Q: 3 clusters Score -151953.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -151955.828125 Penalty: 767.397644
	Iteration 35Q: 3 clusters Score -151955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -151957.390625 Penalty: 767.397644
	Iteration 36Q: 3 clusters Score -151957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -151957.437500 Penalty: 767.397644
	Iteration 37Q: 3 clusters Score -151957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -151958.234375 Penalty: 767.397644
	Iteration 38Q: 3 clusters Score -151958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -151958.515625 Penalty: 767.397644
	Iteration 39Q: 3 clusters Score -151958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -151958.968750 Penalty: 767.397644
	Iteration 40F: 3 clusters Score -151959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -151959.203125 Penalty: 767.397644
	Iteration 41Q: 3 clusters Score -151959.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -151959.640625 Penalty: 767.397644
	Iteration 42Q: 3 clusters Score -151959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -151959.421875 Penalty: 767.397644
	Iteration 43Q: 3 clusters Score -151959.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -151960.015625 Penalty: 767.397644
	Iteration 44Q: 3 clusters Score -151960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -151960.812500 Penalty: 767.397644
	Iteration 45Q: 3 clusters Score -151960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -151961.062500 Penalty: 767.397644
	Iteration 46Q: 3 clusters Score -151961.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151961.187500 Penalty: 767.397644
	Iteration 47Q: 3 clusters Score -151961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151961.187500 Penalty: 767.397644
	Iteration 48F: 3 clusters Score -151961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Entering Unmasked Estep 
Score: -1458825.375000 Penalty: 489.268188
	Iteration 0F: 2 clusters Score -1458825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -1427370.125000 Penalty: 978.536377
	Iteration 0F: 3 clusters Score -1427370 nChanged 22622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -1440425.750000 Penalty: 978.536377
	Iteration 1F: 3 clusters Score -1440426 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -1440833.250000 Penalty: 978.536377
	Iteration 2Q: 3 clusters Score -1440833 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -1441371.750000 Penalty: 978.536377
	Iteration 3Q: 3 clusters Score -1441372 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1442262.750000 Penalty: 978.536377
	Iteration 4Q: 3 clusters Score -1442263 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -1443808.375000 Penalty: 978.536377
	Iteration 5F: 3 clusters Score -1443808 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1446421.000000 Penalty: 978.536377
	Iteration 6F: 3 clusters Score -1446421 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1450189.125000 Penalty: 978.536377
	Iteration 7F: 3 clusters Score -1450189 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1453840.750000 Penalty: 978.536377
	Iteration 8F: 3 clusters Score -1453841 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1456240.750000 Penalty: 978.536377
	Iteration 9Q: 3 clusters Score -1456241 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1457396.125000 Penalty: 978.536377
	Iteration 10Q: 3 clusters Score -1457396 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1457848.000000 Penalty: 978.536377
	Iteration 11Q: 3 clusters Score -1457848 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1458043.250000 Penalty: 978.536377
	Iteration 12Q: 3 clusters Score -1458043 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1458169.250000 Penalty: 978.536377
	Iteration 13Q: 3 clusters Score -1458169 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1458248.250000 Penalty: 978.536377
	Iteration 14Q: 3 clusters Score -1458248 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1458295.125000 Penalty: 978.536377
	Iteration 15Q: 3 clusters Score -1458295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1458320.750000 Penalty: 978.536377
	Iteration 16Q: 3 clusters Score -1458321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46351 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1458331.375000 Penalty: 978.536377
	Iteration 17Q: 3 clusters Score -1458331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1458342.125000 Penalty: 978.536377
	Iteration 18Q: 3 clusters Score -1458342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1458349.125000 Penalty: 978.536377
	Iteration 19Q: 3 clusters Score -1458349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1458359.000000 Penalty: 978.536377
	Iteration 20F: 3 clusters Score -1458359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1458366.000000 Penalty: 978.536377
	Iteration 21Q: 3 clusters Score -1458366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1458377.750000 Penalty: 978.536377
	Iteration 22Q: 3 clusters Score -1458378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1458390.375000 Penalty: 978.536377
	Iteration 23Q: 3 clusters Score -1458390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1458400.000000 Penalty: 978.536377
	Iteration 24Q: 3 clusters Score -1458400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1458403.125000 Penalty: 978.536377
	Iteration 25Q: 3 clusters Score -1458403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1458406.875000 Penalty: 978.536377
	Iteration 26Q: 3 clusters Score -1458407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1458409.250000 Penalty: 978.536377
	Iteration 27Q: 3 clusters Score -1458409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46514 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1458411.000000 Penalty: 978.536377
	Iteration 28Q: 3 clusters Score -1458411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1458415.000000 Penalty: 978.536377
	Iteration 29Q: 3 clusters Score -1458415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46531 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1458417.750000 Penalty: 978.536377
	Iteration 30Q: 3 clusters Score -1458418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1458419.750000 Penalty: 978.536377
	Iteration 31Q: 3 clusters Score -1458420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1458422.375000 Penalty: 978.536377
	Iteration 32Q: 3 clusters Score -1458422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1458424.125000 Penalty: 978.536377
	Iteration 33Q: 3 clusters Score -1458424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1458425.000000 Penalty: 978.536377
	Iteration 34Q: 3 clusters Score -1458425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1458424.375000 Penalty: 978.536377
	Iteration 35Q: 3 clusters Score -1458424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1458426.625000 Penalty: 978.536377
	Iteration 36Q: 3 clusters Score -1458427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1458429.500000 Penalty: 978.536377
	Iteration 37Q: 3 clusters Score -1458430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1458431.875000 Penalty: 978.536377
	Iteration 38Q: 3 clusters Score -1458432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1458435.500000 Penalty: 978.536377
	Iteration 39Q: 3 clusters Score -1458436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1458439.750000 Penalty: 978.536377
	Iteration 40F: 3 clusters Score -1458440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1458439.875000 Penalty: 978.536377
	Iteration 41Q: 3 clusters Score -1458440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1458440.000000 Penalty: 978.536377
	Iteration 42Q: 3 clusters Score -1458440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -1458445.375000 Penalty: 978.536377
	Iteration 43Q: 3 clusters Score -1458445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1458447.250000 Penalty: 978.536377
	Iteration 44Q: 3 clusters Score -1458447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46559 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1458450.375000 Penalty: 978.536377
	Iteration 45Q: 3 clusters Score -1458450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1458451.375000 Penalty: 978.536377
	Iteration 46Q: 3 clusters Score -1458451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1458452.875000 Penalty: 978.536377
	Iteration 47Q: 3 clusters Score -1458453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1458453.125000 Penalty: 978.536377
	Iteration 48Q: 3 clusters Score -1458453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1458452.375000 Penalty: 978.536377
	Iteration 49Q: 3 clusters Score -1458452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1458452.125000 Penalty: 978.536377
	Iteration 50Q: 3 clusters Score -1458452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1458452.125000 Penalty: 978.536377
	Iteration 51F: 3 clusters Score -1458452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -123407.468750 Penalty: 372.013031
	Iteration 0F: 2 clusters Score -123407.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -120927.843750 Penalty: 744.026062
	Iteration 0F: 3 clusters Score -120927.8 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -121733.125000 Penalty: 744.026062
	Iteration 1F: 3 clusters Score -121733.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -121820.375000 Penalty: 744.026062
	Iteration 2F: 3 clusters Score -121820.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -121910.875000 Penalty: 744.026062
	Iteration 3F: 3 clusters Score -121910.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -121998.585938 Penalty: 744.026062
	Iteration 4F: 3 clusters Score -121998.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -122077.867188 Penalty: 744.026062
	Iteration 5Q: 3 clusters Score -122077.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -122169.984375 Penalty: 744.026062
	Iteration 6Q: 3 clusters Score -122170 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -122286.156250 Penalty: 744.026062
	Iteration 7Q: 3 clusters Score -122286.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -122412.578125 Penalty: 744.026062
	Iteration 8Q: 3 clusters Score -122412.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -122527.703125 Penalty: 744.026062
	Iteration 9F: 3 clusters Score -122527.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -122588.570312 Penalty: 744.026062
	Iteration 10Q: 3 clusters Score -122588.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -122623.375000 Penalty: 744.026062
	Iteration 11Q: 3 clusters Score -122623.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -122651.101562 Penalty: 744.026062
	Iteration 12Q: 3 clusters Score -122651.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -122675.054688 Penalty: 744.026062
	Iteration 13Q: 3 clusters Score -122675.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -122702.945312 Penalty: 744.026062
	Iteration 14Q: 3 clusters Score -122702.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -122736.656250 Penalty: 744.026062
	Iteration 15Q: 3 clusters Score -122736.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -122767.679688 Penalty: 744.026062
	Iteration 16Q: 3 clusters Score -122767.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -122794.210938 Penalty: 744.026062
	Iteration 17Q: 3 clusters Score -122794.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -122826.148438 Penalty: 744.026062
	Iteration 18Q: 3 clusters Score -122826.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -122850.875000 Penalty: 744.026062
	Iteration 19Q: 3 clusters Score -122850.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -122872.359375 Penalty: 744.026062
	Iteration 20F: 3 clusters Score -122872.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -122892.835938 Penalty: 744.026062
	Iteration 21Q: 3 clusters Score -122892.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -122911.484375 Penalty: 744.026062
	Iteration 22Q: 3 clusters Score -122911.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -122936.421875 Penalty: 744.026062
	Iteration 23Q: 3 clusters Score -122936.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -122963.609375 Penalty: 744.026062
	Iteration 24Q: 3 clusters Score -122963.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -122992.710938 Penalty: 744.026062
	Iteration 25Q: 3 clusters Score -122992.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -123024.476562 Penalty: 744.026062
	Iteration 26Q: 3 clusters Score -123024.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -123054.851562 Penalty: 744.026062
	Iteration 27Q: 3 clusters Score -123054.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -123084.820312 Penalty: 744.026062
	Iteration 28Q: 3 clusters Score -123084.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -123108.835938 Penalty: 744.026062
	Iteration 29Q: 3 clusters Score -123108.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -123129.679688 Penalty: 744.026062
	Iteration 30Q: 3 clusters Score -123129.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -123148.164062 Penalty: 744.026062
	Iteration 31Q: 3 clusters Score -123148.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -123167.992188 Penalty: 744.026062
	Iteration 32Q: 3 clusters Score -123168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -123184.703125 Penalty: 744.026062
	Iteration 33Q: 3 clusters Score -123184.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -123200.984375 Penalty: 744.026062
	Iteration 34Q: 3 clusters Score -123201 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -123212.828125 Penalty: 744.026062
	Iteration 35Q: 3 clusters Score -123212.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -123224.656250 Penalty: 744.026062
	Iteration 36Q: 3 clusters Score -123224.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -123234.484375 Penalty: 744.026062
	Iteration 37Q: 3 clusters Score -123234.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -123244.828125 Penalty: 744.026062
	Iteration 38Q: 3 clusters Score -123244.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -123257.265625 Penalty: 744.026062
	Iteration 39Q: 3 clusters Score -123257.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -123271.945312 Penalty: 744.026062
	Iteration 40F: 3 clusters Score -123271.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -123288.328125 Penalty: 744.026062
	Iteration 41Q: 3 clusters Score -123288.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -123303.164062 Penalty: 744.026062
	Iteration 42Q: 3 clusters Score -123303.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -123308.132812 Penalty: 744.026062
	Iteration 43Q: 3 clusters Score -123308.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -123310.968750 Penalty: 744.026062
	Iteration 44Q: 3 clusters Score -123311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -123311.984375 Penalty: 744.026062
	Iteration 45Q: 3 clusters Score -123312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -123312.218750 Penalty: 744.026062
	Iteration 46Q: 3 clusters Score -123312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -123312.789062 Penalty: 744.026062
	Iteration 47Q: 3 clusters Score -123312.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -123313.078125 Penalty: 744.026062
	Iteration 48Q: 3 clusters Score -123313.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -123313.078125 Penalty: 744.026062
	Iteration 49F: 3 clusters Score -123313.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25230 members 
Entering Unmasked Estep 
Score: -724548.750000 Penalty: 461.178406
	Iteration 0F: 2 clusters Score -724548.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -707633.187500 Penalty: 922.356812
	Iteration 0F: 3 clusters Score -707633.2 nChanged 12036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -714892.750000 Penalty: 922.356812
	Iteration 1F: 3 clusters Score -714892.8 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -715524.187500 Penalty: 922.356812
	Iteration 2F: 3 clusters Score -715524.2 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -716591.250000 Penalty: 922.356812
	Iteration 3F: 3 clusters Score -716591.2 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -718171.750000 Penalty: 922.356812
	Iteration 4F: 3 clusters Score -718171.8 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -720140.312500 Penalty: 922.356812
	Iteration 5F: 3 clusters Score -720140.3 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -722002.000000 Penalty: 922.356812
	Iteration 6F: 3 clusters Score -722002 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -723279.125000 Penalty: 922.356812
	Iteration 7F: 3 clusters Score -723279.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -723859.062500 Penalty: 922.356812
	Iteration 8Q: 3 clusters Score -723859.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -724038.250000 Penalty: 922.356812
	Iteration 9Q: 3 clusters Score -724038.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -724111.562500 Penalty: 922.356812
	Iteration 10Q: 3 clusters Score -724111.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -724137.687500 Penalty: 922.356812
	Iteration 11Q: 3 clusters Score -724137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -724152.750000 Penalty: 922.356812
	Iteration 12Q: 3 clusters Score -724152.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -724154.312500 Penalty: 922.356812
	Iteration 13Q: 3 clusters Score -724154.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -724157.125000 Penalty: 922.356812
	Iteration 14Q: 3 clusters Score -724157.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -724161.500000 Penalty: 922.356812
	Iteration 15Q: 3 clusters Score -724161.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -724162.000000 Penalty: 922.356812
	Iteration 16Q: 3 clusters Score -724162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -724163.812500 Penalty: 922.356812
	Iteration 17Q: 3 clusters Score -724163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -724164.625000 Penalty: 922.356812
	Iteration 18Q: 3 clusters Score -724164.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -724165.125000 Penalty: 922.356812
	Iteration 19Q: 3 clusters Score -724165.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -724165.125000 Penalty: 922.356812
	Iteration 20F: 3 clusters Score -724165.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (156766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156766 members 
Entering Unmasked Estep 
Score: -4705523.000000 Penalty: 544.294189
	Iteration 0F: 2 clusters Score -4705523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78335 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -4599072.500000 Penalty: 1088.588379
	Iteration 0F: 3 clusters Score -4599072 nChanged 76879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76030 members 
Mstep: Class 2 contains 80736 members 
Entering Unmasked Estep 
Score: -4646667.500000 Penalty: 1088.588379
	Iteration 1F: 3 clusters Score -4646668 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75207 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -4649120.000000 Penalty: 1088.588379
	Iteration 2Q: 3 clusters Score -4649120 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74819 members 
Mstep: Class 2 contains 81947 members 
Entering Unmasked Estep 
Score: -4651789.000000 Penalty: 1088.588379
	Iteration 3Q: 3 clusters Score -4651789 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75047 members 
Mstep: Class 2 contains 81719 members 
Entering Unmasked Estep 
Score: -4655125.000000 Penalty: 1088.588379
	Iteration 4Q: 3 clusters Score -4655125 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -4659443.500000 Penalty: 1088.588379
	Iteration 5F: 3 clusters Score -4659444 nChanged 9011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78367 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -4665153.500000 Penalty: 1088.588379
	Iteration 6F: 3 clusters Score -4665154 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81205 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -4672109.500000 Penalty: 1088.588379
	Iteration 7F: 3 clusters Score -4672110 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84297 members 
Mstep: Class 2 contains 72469 members 
Entering Unmasked Estep 
Score: -4678390.500000 Penalty: 1088.588379
	Iteration 8F: 3 clusters Score -4678390 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87199 members 
Mstep: Class 2 contains 69567 members 
Entering Unmasked Estep 
Score: -4681348.000000 Penalty: 1088.588379
	Iteration 9Q: 3 clusters Score -4681348 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89913 members 
Mstep: Class 2 contains 66853 members 
Entering Unmasked Estep 
Score: -4682700.000000 Penalty: 1088.588379
	Iteration 10Q: 3 clusters Score -4682700 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92603 members 
Mstep: Class 2 contains 64163 members 
Entering Unmasked Estep 
Score: -4683648.500000 Penalty: 1088.588379
	Iteration 11Q: 3 clusters Score -4683648 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95274 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -4684605.000000 Penalty: 1088.588379
	Iteration 12Q: 3 clusters Score -4684605 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98128 members 
Mstep: Class 2 contains 58638 members 
Entering Unmasked Estep 
Score: -4685679.000000 Penalty: 1088.588379
	Iteration 13Q: 3 clusters Score -4685679 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100935 members 
Mstep: Class 2 contains 55831 members 
Entering Unmasked Estep 
Score: -4686766.500000 Penalty: 1088.588379
	Iteration 14Q: 3 clusters Score -4686766 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103847 members 
Mstep: Class 2 contains 52919 members 
Entering Unmasked Estep 
Score: -4687931.000000 Penalty: 1088.588379
	Iteration 15Q: 3 clusters Score -4687931 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106798 members 
Mstep: Class 2 contains 49968 members 
Entering Unmasked Estep 
Score: -4689114.500000 Penalty: 1088.588379
	Iteration 16Q: 3 clusters Score -4689114 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -4690253.000000 Penalty: 1088.588379
	Iteration 17Q: 3 clusters Score -4690253 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112545 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -4691253.500000 Penalty: 1088.588379
	Iteration 18Q: 3 clusters Score -4691254 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115212 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -4692151.000000 Penalty: 1088.588379
	Iteration 19Q: 3 clusters Score -4692151 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117705 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -4692935.500000 Penalty: 1088.588379
	Iteration 20F: 3 clusters Score -4692936 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120093 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -4693670.500000 Penalty: 1088.588379
	Iteration 21Q: 3 clusters Score -4693670 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122413 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -4694389.500000 Penalty: 1088.588379
	Iteration 22Q: 3 clusters Score -4694390 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124666 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4695140.000000 Penalty: 1088.588379
	Iteration 23Q: 3 clusters Score -4695140 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -4695771.000000 Penalty: 1088.588379
	Iteration 24Q: 3 clusters Score -4695771 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128986 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -4696488.000000 Penalty: 1088.588379
	Iteration 25Q: 3 clusters Score -4696488 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131034 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4697135.500000 Penalty: 1088.588379
	Iteration 26Q: 3 clusters Score -4697136 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133089 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -4697800.000000 Penalty: 1088.588379
	Iteration 27Q: 3 clusters Score -4697800 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135034 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -4698435.000000 Penalty: 1088.588379
	Iteration 28Q: 3 clusters Score -4698435 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136852 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4699050.500000 Penalty: 1088.588379
	Iteration 29Q: 3 clusters Score -4699050 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138630 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -4699682.500000 Penalty: 1088.588379
	Iteration 30Q: 3 clusters Score -4699682 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140261 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4700196.000000 Penalty: 1088.588379
	Iteration 31Q: 3 clusters Score -4700196 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141738 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -4700671.000000 Penalty: 1088.588379
	Iteration 32Q: 3 clusters Score -4700671 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143096 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -4701108.000000 Penalty: 1088.588379
	Iteration 33Q: 3 clusters Score -4701108 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144333 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4701508.000000 Penalty: 1088.588379
	Iteration 34Q: 3 clusters Score -4701508 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145529 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -4701916.000000 Penalty: 1088.588379
	Iteration 35Q: 3 clusters Score -4701916 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146633 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -4702259.500000 Penalty: 1088.588379
	Iteration 36Q: 3 clusters Score -4702260 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147676 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -4702600.500000 Penalty: 1088.588379
	Iteration 37Q: 3 clusters Score -4702600 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148647 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -4702914.500000 Penalty: 1088.588379
	Iteration 38Q: 3 clusters Score -4702914 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4703178.000000 Penalty: 1088.588379
	Iteration 39Q: 3 clusters Score -4703178 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150275 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -4703444.000000 Penalty: 1088.588379
	Iteration 40F: 3 clusters Score -4703444 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -4703673.000000 Penalty: 1088.588379
	Iteration 41Q: 3 clusters Score -4703673 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151628 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -4703890.000000 Penalty: 1088.588379
	Iteration 42Q: 3 clusters Score -4703890 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152212 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4704075.000000 Penalty: 1088.588379
	Iteration 43Q: 3 clusters Score -4704075 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152722 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -4704276.000000 Penalty: 1088.588379
	Iteration 44Q: 3 clusters Score -4704276 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153157 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4704398.000000 Penalty: 1088.588379
	Iteration 45Q: 3 clusters Score -4704398 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153574 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -4704536.500000 Penalty: 1088.588379
	Iteration 46Q: 3 clusters Score -4704536 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153914 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4704631.000000 Penalty: 1088.588379
	Iteration 47Q: 3 clusters Score -4704631 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154221 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4704747.500000 Penalty: 1088.588379
	Iteration 48Q: 3 clusters Score -4704748 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154497 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -4704822.500000 Penalty: 1088.588379
	Iteration 49Q: 3 clusters Score -4704822 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4704894.000000 Penalty: 1088.588379
	Iteration 50Q: 3 clusters Score -4704894 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154915 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4704948.000000 Penalty: 1088.588379
	Iteration 51Q: 3 clusters Score -4704948 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155062 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -4704997.000000 Penalty: 1088.588379
	Iteration 52Q: 3 clusters Score -4704997 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155188 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4705030.500000 Penalty: 1088.588379
	Iteration 53Q: 3 clusters Score -4705030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155300 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4705082.500000 Penalty: 1088.588379
	Iteration 54Q: 3 clusters Score -4705082 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155412 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4705122.500000 Penalty: 1088.588379
	Iteration 55Q: 3 clusters Score -4705122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155531 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4705162.500000 Penalty: 1088.588379
	Iteration 56Q: 3 clusters Score -4705162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4705197.000000 Penalty: 1088.588379
	Iteration 57Q: 3 clusters Score -4705197 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155690 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4705228.500000 Penalty: 1088.588379
	Iteration 58Q: 3 clusters Score -4705228 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155748 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4705251.500000 Penalty: 1088.588379
	Iteration 59Q: 3 clusters Score -4705252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155798 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -4705269.000000 Penalty: 1088.588379
	Iteration 60F: 3 clusters Score -4705269 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155839 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -4705298.500000 Penalty: 1088.588379
	Iteration 61Q: 3 clusters Score -4705298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155870 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4705307.000000 Penalty: 1088.588379
	Iteration 62Q: 3 clusters Score -4705307 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155895 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4705334.000000 Penalty: 1088.588379
	Iteration 63Q: 3 clusters Score -4705334 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4705345.000000 Penalty: 1088.588379
	Iteration 64Q: 3 clusters Score -4705345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155942 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4705362.500000 Penalty: 1088.588379
	Iteration 65Q: 3 clusters Score -4705362 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155957 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4705364.000000 Penalty: 1088.588379
	Iteration 66Q: 3 clusters Score -4705364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155969 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4705367.500000 Penalty: 1088.588379
	Iteration 67Q: 3 clusters Score -4705368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4705372.500000 Penalty: 1088.588379
	Iteration 68Q: 3 clusters Score -4705372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155987 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -4705375.500000 Penalty: 1088.588379
	Iteration 69Q: 3 clusters Score -4705376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155998 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -4705377.000000 Penalty: 1088.588379
	Iteration 70Q: 3 clusters Score -4705377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156004 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4705379.000000 Penalty: 1088.588379
	Iteration 71Q: 3 clusters Score -4705379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4705378.500000 Penalty: 1088.588379
	Iteration 72Q: 3 clusters Score -4705378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156010 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -4705384.000000 Penalty: 1088.588379
	Iteration 73Q: 3 clusters Score -4705384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156012 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -4705379.500000 Penalty: 1088.588379
	Iteration 74Q: 3 clusters Score -4705380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156019 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4705383.000000 Penalty: 1088.588379
	Iteration 75Q: 3 clusters Score -4705383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -4705384.000000 Penalty: 1088.588379
	Iteration 76Q: 3 clusters Score -4705384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4705383.500000 Penalty: 1088.588379
	Iteration 77Q: 3 clusters Score -4705384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4705387.500000 Penalty: 1088.588379
	Iteration 78Q: 3 clusters Score -4705388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4705386.000000 Penalty: 1088.588379
	Iteration 79Q: 3 clusters Score -4705386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156026 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4705384.500000 Penalty: 1088.588379
	Iteration 80F: 3 clusters Score -4705384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156028 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4705389.500000 Penalty: 1088.588379
	Iteration 81Q: 3 clusters Score -4705390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4705392.500000 Penalty: 1088.588379
	Iteration 82Q: 3 clusters Score -4705392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4705389.500000 Penalty: 1088.588379
	Iteration 83Q: 3 clusters Score -4705390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156035 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -4705392.500000 Penalty: 1088.588379
	Iteration 84Q: 3 clusters Score -4705392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156039 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4705397.500000 Penalty: 1088.588379
	Iteration 85Q: 3 clusters Score -4705398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156042 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -4705397.500000 Penalty: 1088.588379
	Iteration 86Q: 3 clusters Score -4705398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4705400.500000 Penalty: 1088.588379
	Iteration 87Q: 3 clusters Score -4705400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -4705398.500000 Penalty: 1088.588379
	Iteration 88Q: 3 clusters Score -4705398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156048 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -4705398.000000 Penalty: 1088.588379
	Iteration 89Q: 3 clusters Score -4705398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156049 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4705397.500000 Penalty: 1088.588379
	Iteration 90Q: 3 clusters Score -4705398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4705399.000000 Penalty: 1088.588379
	Iteration 91Q: 3 clusters Score -4705399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156050 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4705399.000000 Penalty: 1088.588379
	Iteration 92F: 3 clusters Score -4705399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Entering Unmasked Estep 
Score: -60325.515625 Penalty: 341.873749
	Iteration 0F: 2 clusters Score -60325.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -58990.351562 Penalty: 683.747498
	Iteration 0F: 3 clusters Score -58990.35 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -59394.230469 Penalty: 683.747498
	Iteration 1F: 3 clusters Score -59394.23 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59468.023438 Penalty: 683.747498
	Iteration 2F: 3 clusters Score -59468.02 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -59530.910156 Penalty: 683.747498
	Iteration 3F: 3 clusters Score -59530.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -59598.750000 Penalty: 683.747498
	Iteration 4F: 3 clusters Score -59598.75 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -59689.847656 Penalty: 683.747498
	Iteration 5F: 3 clusters Score -59689.85 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59771.843750 Penalty: 683.747498
	Iteration 6Q: 3 clusters Score -59771.84 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -59845.410156 Penalty: 683.747498
	Iteration 7Q: 3 clusters Score -59845.41 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59896.203125 Penalty: 683.747498
	Iteration 8Q: 3 clusters Score -59896.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59923.691406 Penalty: 683.747498
	Iteration 9Q: 3 clusters Score -59923.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -59957.070312 Penalty: 683.747498
	Iteration 10Q: 3 clusters Score -59957.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59986.332031 Penalty: 683.747498
	Iteration 11Q: 3 clusters Score -59986.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -60003.738281 Penalty: 683.747498
	Iteration 12Q: 3 clusters Score -60003.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -60015.656250 Penalty: 683.747498
	Iteration 13Q: 3 clusters Score -60015.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -60024.187500 Penalty: 683.747498
	Iteration 14Q: 3 clusters Score -60024.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -60032.613281 Penalty: 683.747498
	Iteration 15Q: 3 clusters Score -60032.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -60042.628906 Penalty: 683.747498
	Iteration 16Q: 3 clusters Score -60042.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60050.386719 Penalty: 683.747498
	Iteration 17Q: 3 clusters Score -60050.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60061.566406 Penalty: 683.747498
	Iteration 18Q: 3 clusters Score -60061.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60064.078125 Penalty: 683.747498
	Iteration 19Q: 3 clusters Score -60064.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -60065.296875 Penalty: 683.747498
	Iteration 20F: 3 clusters Score -60065.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -60066.101562 Penalty: 683.747498
	Iteration 21Q: 3 clusters Score -60066.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60066.890625 Penalty: 683.747498
	Iteration 22Q: 3 clusters Score -60066.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60067.292969 Penalty: 683.747498
	Iteration 23Q: 3 clusters Score -60067.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -60068.453125 Penalty: 683.747498
	Iteration 24Q: 3 clusters Score -60068.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -60068.757812 Penalty: 683.747498
	Iteration 25Q: 3 clusters Score -60068.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -60070.105469 Penalty: 683.747498
	Iteration 26Q: 3 clusters Score -60070.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -60071.101562 Penalty: 683.747498
	Iteration 27Q: 3 clusters Score -60071.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60072.816406 Penalty: 683.747498
	Iteration 28Q: 3 clusters Score -60072.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60072.816406 Penalty: 683.747498
	Iteration 29F: 3 clusters Score -60072.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Entering Unmasked Estep 
Score: -53878.621094 Penalty: 336.337433
	Iteration 0F: 2 clusters Score -53878.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -52681.980469 Penalty: 672.674866
	Iteration 0F: 3 clusters Score -52681.98 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -53056.539062 Penalty: 672.674866
	Iteration 1F: 3 clusters Score -53056.54 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -53113.855469 Penalty: 672.674866
	Iteration 2F: 3 clusters Score -53113.86 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -53169.824219 Penalty: 672.674866
	Iteration 3F: 3 clusters Score -53169.82 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -53227.777344 Penalty: 672.674866
	Iteration 4Q: 3 clusters Score -53227.78 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -53284.847656 Penalty: 672.674866
	Iteration 5F: 3 clusters Score -53284.85 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -53331.339844 Penalty: 672.674866
	Iteration 6Q: 3 clusters Score -53331.34 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -53394.500000 Penalty: 672.674866
	Iteration 7Q: 3 clusters Score -53394.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53453.179688 Penalty: 672.674866
	Iteration 8Q: 3 clusters Score -53453.18 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -53512.691406 Penalty: 672.674866
	Iteration 9Q: 3 clusters Score -53512.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -53537.199219 Penalty: 672.674866
	Iteration 10Q: 3 clusters Score -53537.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -53551.101562 Penalty: 672.674866
	Iteration 11Q: 3 clusters Score -53551.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -53560.593750 Penalty: 672.674866
	Iteration 12Q: 3 clusters Score -53560.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -53570.503906 Penalty: 672.674866
	Iteration 13Q: 3 clusters Score -53570.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -53576.730469 Penalty: 672.674866
	Iteration 14Q: 3 clusters Score -53576.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -53580.855469 Penalty: 672.674866
	Iteration 15Q: 3 clusters Score -53580.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -53581.832031 Penalty: 672.674866
	Iteration 16Q: 3 clusters Score -53581.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -53582.359375 Penalty: 672.674866
	Iteration 17Q: 3 clusters Score -53582.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -53585.996094 Penalty: 672.674866
	Iteration 18Q: 3 clusters Score -53586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -53589.750000 Penalty: 672.674866
	Iteration 19Q: 3 clusters Score -53589.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -53591.320312 Penalty: 672.674866
	Iteration 20F: 3 clusters Score -53591.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -53592.089844 Penalty: 672.674866
	Iteration 21Q: 3 clusters Score -53592.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -53592.652344 Penalty: 672.674866
	Iteration 22Q: 3 clusters Score -53592.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -53592.652344 Penalty: 672.674866
	Iteration 23F: 3 clusters Score -53592.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -6183.548828 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -6183.549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5856.980469 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -5856.98 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -5948.138184 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -5948.138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -5989.562988 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -5989.563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6015.575195 Penalty: 503.538452
	Iteration 3F: 3 clusters Score -6015.575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6025.702637 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -6025.703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6026.570801 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -6026.571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6026.570801 Penalty: 503.538452
	Iteration 6F: 3 clusters Score -6026.571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -45636.648438 Penalty: 328.460388
	Iteration 0F: 2 clusters Score -45636.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -44588.691406 Penalty: 656.920776
	Iteration 0F: 3 clusters Score -44588.69 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -44941.476562 Penalty: 656.920776
	Iteration 1F: 3 clusters Score -44941.48 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -45001.101562 Penalty: 656.920776
	Iteration 2F: 3 clusters Score -45001.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -45056.105469 Penalty: 656.920776
	Iteration 3F: 3 clusters Score -45056.11 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -45116.382812 Penalty: 656.920776
	Iteration 4F: 3 clusters Score -45116.38 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -45172.125000 Penalty: 656.920776
	Iteration 5Q: 3 clusters Score -45172.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -45222.792969 Penalty: 656.920776
	Iteration 6Q: 3 clusters Score -45222.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -45260.296875 Penalty: 656.920776
	Iteration 7Q: 3 clusters Score -45260.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -45297.722656 Penalty: 656.920776
	Iteration 8Q: 3 clusters Score -45297.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -45324.710938 Penalty: 656.920776
	Iteration 9Q: 3 clusters Score -45324.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -45339.046875 Penalty: 656.920776
	Iteration 10Q: 3 clusters Score -45339.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -45345.027344 Penalty: 656.920776
	Iteration 11Q: 3 clusters Score -45345.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -45348.593750 Penalty: 656.920776
	Iteration 12Q: 3 clusters Score -45348.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -45348.593750 Penalty: 656.920776
	Iteration 13F: 3 clusters Score -45348.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Entering Unmasked Estep 
Score: -73426.773438 Penalty: 358.283325
	Iteration 0F: 2 clusters Score -73426.77 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 1297 members 
Entering Unmasked Estep 
Score: -71604.609375 Penalty: 716.566650
	Iteration 0F: 3 clusters Score -71604.61 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -72205.039062 Penalty: 716.566650
	Iteration 1F: 3 clusters Score -72205.04 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -72288.976562 Penalty: 716.566650
	Iteration 2F: 3 clusters Score -72288.98 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -72350.101562 Penalty: 716.566650
	Iteration 3F: 3 clusters Score -72350.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -72418.742188 Penalty: 716.566650
	Iteration 4Q: 3 clusters Score -72418.74 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -72520.671875 Penalty: 716.566650
	Iteration 5Q: 3 clusters Score -72520.67 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -72623.054688 Penalty: 716.566650
	Iteration 6Q: 3 clusters Score -72623.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -72726.296875 Penalty: 716.566650
	Iteration 7Q: 3 clusters Score -72726.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -72810.851562 Penalty: 716.566650
	Iteration 8Q: 3 clusters Score -72810.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -72866.335938 Penalty: 716.566650
	Iteration 9Q: 3 clusters Score -72866.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -72897.343750 Penalty: 716.566650
	Iteration 10Q: 3 clusters Score -72897.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -72921.343750 Penalty: 716.566650
	Iteration 11Q: 3 clusters Score -72921.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -72947.546875 Penalty: 716.566650
	Iteration 12Q: 3 clusters Score -72947.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -72958.710938 Penalty: 716.566650
	Iteration 13Q: 3 clusters Score -72958.71 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -72970.914062 Penalty: 716.566650
	Iteration 14Q: 3 clusters Score -72970.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -72982.226562 Penalty: 716.566650
	Iteration 15Q: 3 clusters Score -72982.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72990.828125 Penalty: 716.566650
	Iteration 16Q: 3 clusters Score -72990.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -72997.937500 Penalty: 716.566650
	Iteration 17Q: 3 clusters Score -72997.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -73002.835938 Penalty: 716.566650
	Iteration 18Q: 3 clusters Score -73002.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -73005.914062 Penalty: 716.566650
	Iteration 19Q: 3 clusters Score -73005.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -73009.898438 Penalty: 716.566650
	Iteration 20F: 3 clusters Score -73009.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -73014.226562 Penalty: 716.566650
	Iteration 21Q: 3 clusters Score -73014.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -73016.351562 Penalty: 716.566650
	Iteration 22Q: 3 clusters Score -73016.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -73021.617188 Penalty: 716.566650
	Iteration 23Q: 3 clusters Score -73021.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -73025.703125 Penalty: 716.566650
	Iteration 24Q: 3 clusters Score -73025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -73029.875000 Penalty: 716.566650
	Iteration 25Q: 3 clusters Score -73029.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -73032.851562 Penalty: 716.566650
	Iteration 26Q: 3 clusters Score -73032.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -73037.109375 Penalty: 716.566650
	Iteration 27Q: 3 clusters Score -73037.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -73039.078125 Penalty: 716.566650
	Iteration 28Q: 3 clusters Score -73039.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -73040.992188 Penalty: 716.566650
	Iteration 29Q: 3 clusters Score -73040.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -73044.367188 Penalty: 716.566650
	Iteration 30Q: 3 clusters Score -73044.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -73046.007812 Penalty: 716.566650
	Iteration 31Q: 3 clusters Score -73046.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -73046.718750 Penalty: 716.566650
	Iteration 32Q: 3 clusters Score -73046.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -73047.710938 Penalty: 716.566650
	Iteration 33Q: 3 clusters Score -73047.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -73048.164062 Penalty: 716.566650
	Iteration 34Q: 3 clusters Score -73048.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73048.265625 Penalty: 716.566650
	Iteration 35Q: 3 clusters Score -73048.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -73048.265625 Penalty: 716.566650
	Iteration 36F: 3 clusters Score -73048.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375486 members 
Mstep: Class 4 contains 501 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 7467 members 
Mstep: Class 8 contains 2002 members 
Mstep: Class 9 contains 10382 members 
Mstep: Class 10 contains 56300 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 46777 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25230 members 
Mstep: Class 15 contains 156766 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 17 contains 1623 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477390.000000 Penalty: 12281.809570
Iteration 119Q: 21 clusters Score -2.147739e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1143 members 
Mstep: Class 3 contains 375419 members 
Mstep: Class 4 contains 505 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 7528 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10306 members 
Mstep: Class 10 contains 56172 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 45914 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25252 members 
Mstep: Class 15 contains 157807 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 1618 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477618.000000 Penalty: 12281.809570
Iteration 120F: 21 clusters Score -2.147762e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 375365 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 2465 members 
Mstep: Class 7 contains 7585 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 10225 members 
Mstep: Class 10 contains 56047 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 45051 members 
Mstep: Class 13 contains 3552 members 
Mstep: Class 14 contains 25265 members 
Mstep: Class 15 contains 158855 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1365 members 
Mstep: Class 20 contains 2633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477778.000000 Penalty: 12281.809570
Iteration 121Q: 21 clusters Score -2.147778e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 375315 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2466 members 
Mstep: Class 7 contains 7649 members 
Mstep: Class 8 contains 2007 members 
Mstep: Class 9 contains 10168 members 
Mstep: Class 10 contains 55939 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 44164 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25266 members 
Mstep: Class 15 contains 159893 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 1593 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477888.000000 Penalty: 12281.809570
Iteration 122Q: 21 clusters Score -2.147789e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 375271 members 
Mstep: Class 4 contains 514 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2464 members 
Mstep: Class 7 contains 7712 members 
Mstep: Class 8 contains 2011 members 
Mstep: Class 9 contains 10106 members 
Mstep: Class 10 contains 55826 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 43242 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25263 members 
Mstep: Class 15 contains 160972 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477952.000000 Penalty: 12281.809570
Iteration 123Q: 21 clusters Score -2.147795e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 375200 members 
Mstep: Class 4 contains 517 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 7773 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 10039 members 
Mstep: Class 10 contains 55726 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 42342 members 
Mstep: Class 13 contains 3553 members 
Mstep: Class 14 contains 25272 members 
Mstep: Class 15 contains 162036 members 
Mstep: Class 16 contains 1812 members 
Mstep: Class 17 contains 1580 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1367 members 
Mstep: Class 20 contains 2646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478048.000000 Penalty: 12281.809570
Iteration 124Q: 21 clusters Score -2.147805e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 375138 members 
Mstep: Class 4 contains 518 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 7846 members 
Mstep: Class 8 contains 2007 members 
Mstep: Class 9 contains 9967 members 
Mstep: Class 10 contains 55622 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 41456 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25295 members 
Mstep: Class 15 contains 163072 members 
Mstep: Class 16 contains 1804 members 
Mstep: Class 17 contains 1569 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478260.000000 Penalty: 12281.809570
Iteration 125Q: 21 clusters Score -2.147826e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 375063 members 
Mstep: Class 4 contains 513 members 
Mstep: Class 5 contains 2053 members 
Mstep: Class 6 contains 2457 members 
Mstep: Class 7 contains 7912 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 9869 members 
Mstep: Class 10 contains 55522 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 40563 members 
Mstep: Class 13 contains 3555 members 
Mstep: Class 14 contains 25323 members 
Mstep: Class 15 contains 164156 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 1562 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478322.000000 Penalty: 12281.809570
Iteration 126Q: 21 clusters Score -2.147832e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 374979 members 
Mstep: Class 4 contains 510 members 
Mstep: Class 5 contains 2056 members 
Mstep: Class 6 contains 2453 members 
Mstep: Class 7 contains 7973 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 9772 members 
Mstep: Class 10 contains 55418 members 
Mstep: Class 11 contains 4650 members 
Mstep: Class 12 contains 39672 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 15 contains 165255 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 1553 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478380.000000 Penalty: 12281.809570
Iteration 127Q: 21 clusters Score -2.147838e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 374914 members 
Mstep: Class 4 contains 503 members 
Mstep: Class 5 contains 2059 members 
Mstep: Class 6 contains 2445 members 
Mstep: Class 7 contains 8027 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 9666 members 
Mstep: Class 10 contains 55314 members 
Mstep: Class 11 contains 4657 members 
Mstep: Class 12 contains 38761 members 
Mstep: Class 13 contains 3554 members 
Mstep: Class 14 contains 25362 members 
Mstep: Class 15 contains 166382 members 
Mstep: Class 16 contains 1786 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478668.000000 Penalty: 12281.809570
Iteration 128Q: 21 clusters Score -2.147867e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 374830 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 2061 members 
Mstep: Class 6 contains 2441 members 
Mstep: Class 7 contains 8090 members 
Mstep: Class 8 contains 2016 members 
Mstep: Class 9 contains 9562 members 
Mstep: Class 10 contains 55199 members 
Mstep: Class 11 contains 4660 members 
Mstep: Class 12 contains 37844 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 25374 members 
Mstep: Class 15 contains 167539 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 1535 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 2664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478824.000000 Penalty: 12281.809570
Iteration 129Q: 21 clusters Score -2.147882e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 374713 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 2064 members 
Mstep: Class 6 contains 2433 members 
Mstep: Class 7 contains 8157 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 9433 members 
Mstep: Class 10 contains 55071 members 
Mstep: Class 11 contains 4662 members 
Mstep: Class 12 contains 36929 members 
Mstep: Class 13 contains 3565 members 
Mstep: Class 14 contains 25389 members 
Mstep: Class 15 contains 168770 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 1523 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1371 members 
Mstep: Class 20 contains 2670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21479142.000000 Penalty: 12281.809570
Iteration 130Q: 21 clusters Score -2.147914e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 374614 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 2424 members 
Mstep: Class 7 contains 8224 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 9300 members 
Mstep: Class 10 contains 54934 members 
Mstep: Class 11 contains 4665 members 
Mstep: Class 12 contains 35953 members 
Mstep: Class 13 contains 3576 members 
Mstep: Class 14 contains 25410 members 
Mstep: Class 15 contains 170048 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 1509 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1373 members 
Mstep: Class 20 contains 2672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21479346.000000 Penalty: 12281.809570
Iteration 131Q: 21 clusters Score -2.147935e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 1141 members 
Mstep: Class 3 contains 374512 members 
Mstep: Class 4 contains 493 members 
Mstep: Class 5 contains 2086 members 
Mstep: Class 6 contains 2419 members 
Mstep: Class 7 contains 8290 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 54786 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 34929 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 25441 members 
Mstep: Class 15 contains 171379 members 
Mstep: Class 16 contains 1725 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 2674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21479768.000000 Penalty: 12281.809570
Iteration 132Q: 21 clusters Score -2.147977e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1140 members 
Mstep: Class 3 contains 374404 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 2090 members 
Mstep: Class 6 contains 2415 members 
Mstep: Class 7 contains 8336 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 8999 members 
Mstep: Class 10 contains 54634 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 33871 members 
Mstep: Class 13 contains 3585 members 
Mstep: Class 14 contains 25484 members 
Mstep: Class 15 contains 172781 members 
Mstep: Class 16 contains 1720 members 
Mstep: Class 17 contains 1485 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1380 members 
Mstep: Class 20 contains 2675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21480118.000000 Penalty: 12281.809570
Iteration 133Q: 21 clusters Score -2.148012e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 374265 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 2100 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 8388 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 8851 members 
Mstep: Class 10 contains 54469 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 32802 members 
Mstep: Class 13 contains 3588 members 
Mstep: Class 14 contains 25523 members 
Mstep: Class 15 contains 174220 members 
Mstep: Class 16 contains 1709 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1382 members 
Mstep: Class 20 contains 2679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21480338.000000 Penalty: 12281.809570
Iteration 134Q: 21 clusters Score -2.148034e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 1146 members 
Mstep: Class 3 contains 374119 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 2114 members 
Mstep: Class 6 contains 2410 members 
Mstep: Class 7 contains 8452 members 
Mstep: Class 8 contains 2014 members 
Mstep: Class 9 contains 8713 members 
Mstep: Class 10 contains 54264 members 
Mstep: Class 11 contains 4673 members 
Mstep: Class 12 contains 31756 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 25565 members 
Mstep: Class 15 contains 175654 members 
Mstep: Class 16 contains 1706 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21480710.000000 Penalty: 12281.809570
Iteration 135Q: 21 clusters Score -2.148071e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1147 members 
Mstep: Class 3 contains 373959 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 8520 members 
Mstep: Class 8 contains 2012 members 
Mstep: Class 9 contains 8581 members 
Mstep: Class 10 contains 54025 members 
Mstep: Class 11 contains 4678 members 
Mstep: Class 12 contains 30722 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 25602 members 
Mstep: Class 15 contains 177119 members 
Mstep: Class 16 contains 1701 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1377 members 
Mstep: Class 20 contains 2682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21480878.000000 Penalty: 12281.809570
Iteration 136Q: 21 clusters Score -2.148088e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 1148 members 
Mstep: Class 3 contains 373799 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 2400 members 
Mstep: Class 7 contains 8600 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 8447 members 
Mstep: Class 10 contains 53813 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 29672 members 
Mstep: Class 13 contains 3591 members 
Mstep: Class 14 contains 25639 members 
Mstep: Class 15 contains 178561 members 
Mstep: Class 16 contains 1694 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1378 members 
Mstep: Class 20 contains 2685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21481130.000000 Penalty: 12281.809570
Iteration 137Q: 21 clusters Score -2.148113e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 1149 members 
Mstep: Class 3 contains 373644 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 2395 members 
Mstep: Class 7 contains 8689 members 
Mstep: Class 8 contains 2010 members 
Mstep: Class 9 contains 8310 members 
Mstep: Class 10 contains 53581 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 28566 members 
Mstep: Class 13 contains 3590 members 
Mstep: Class 14 contains 25674 members 
Mstep: Class 15 contains 180084 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 2686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21481452.000000 Penalty: 12281.809570
Iteration 138Q: 21 clusters Score -2.148145e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 1152 members 
Mstep: Class 3 contains 373508 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 2150 members 
Mstep: Class 6 contains 2392 members 
Mstep: Class 7 contains 8796 members 
Mstep: Class 8 contains 2016 members 
Mstep: Class 9 contains 8171 members 
Mstep: Class 10 contains 53326 members 
Mstep: Class 11 contains 4682 members 
Mstep: Class 12 contains 27385 members 
Mstep: Class 13 contains 3584 members 
Mstep: Class 14 contains 25687 members 
Mstep: Class 15 contains 181695 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1374 members 
Mstep: Class 20 contains 2692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21481806.000000 Penalty: 12281.809570
Iteration 139Q: 21 clusters Score -2.148181e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 1154 members 
Mstep: Class 3 contains 373373 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 2153 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 8906 members 
Mstep: Class 8 contains 2023 members 
Mstep: Class 9 contains 8007 members 
Mstep: Class 10 contains 53072 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 26266 members 
Mstep: Class 13 contains 3578 members 
Mstep: Class 14 contains 25707 members 
Mstep: Class 15 contains 183268 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21482172.000000 Penalty: 12281.809570
Iteration 140F: 21 clusters Score -2.148217e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 373194 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9012 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 7848 members 
Mstep: Class 10 contains 52854 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 25085 members 
Mstep: Class 13 contains 3574 members 
Mstep: Class 14 contains 25718 members 
Mstep: Class 15 contains 184918 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1369 members 
Mstep: Class 20 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21482598.000000 Penalty: 12281.809570
Iteration 141Q: 21 clusters Score -2.14826e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1155 members 
Mstep: Class 3 contains 373022 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 2147 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 9125 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 7700 members 
Mstep: Class 10 contains 52621 members 
Mstep: Class 11 contains 4680 members 
Mstep: Class 12 contains 23893 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 14 contains 25738 members 
Mstep: Class 15 contains 186534 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1370 members 
Mstep: Class 20 contains 2697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21482870.000000 Penalty: 12281.809570
Iteration 142Q: 21 clusters Score -2.148287e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 1156 members 
Mstep: Class 3 contains 372825 members 
Mstep: Class 4 contains 474 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 2379 members 
Mstep: Class 7 contains 9228 members 
Mstep: Class 8 contains 2015 members 
Mstep: Class 9 contains 7543 members 
Mstep: Class 10 contains 52327 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 22648 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 25762 members 
Mstep: Class 15 contains 188305 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1366 members 
Mstep: Class 20 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21483208.000000 Penalty: 12281.809570
Iteration 143Q: 21 clusters Score -2.148321e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 372664 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 2141 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 9332 members 
Mstep: Class 8 contains 2018 members 
Mstep: Class 9 contains 7387 members 
Mstep: Class 10 contains 52032 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 21383 members 
Mstep: Class 13 contains 3557 members 
Mstep: Class 14 contains 25776 members 
Mstep: Class 15 contains 190080 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 2708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21483728.000000 Penalty: 12281.809570
Iteration 144Q: 21 clusters Score -2.148373e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 372507 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 2138 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 9450 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 7248 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 4683 members 
Mstep: Class 12 contains 20074 members 
Mstep: Class 13 contains 3549 members 
Mstep: Class 14 contains 25807 members 
Mstep: Class 15 contains 191856 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 1451 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 2713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21484244.000000 Penalty: 12281.809570
Iteration 145Q: 21 clusters Score -2.148424e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 372369 members 
Mstep: Class 4 contains 464 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 2370 members 
Mstep: Class 7 contains 9580 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 51412 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 18714 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 25828 members 
Mstep: Class 15 contains 193659 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21484686.000000 Penalty: 12281.809570
Iteration 146Q: 21 clusters Score -2.148469e+07 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 372220 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 9732 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 51071 members 
Mstep: Class 11 contains 4688 members 
Mstep: Class 12 contains 17293 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 14 contains 25840 members 
Mstep: Class 15 contains 195547 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1358 members 
Mstep: Class 20 contains 2724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485202.000000 Penalty: 12281.809570
Iteration 147Q: 21 clusters Score -2.14852e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 372059 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 2139 members 
Mstep: Class 6 contains 2367 members 
Mstep: Class 7 contains 9892 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 6815 members 
Mstep: Class 10 contains 50715 members 
Mstep: Class 11 contains 4685 members 
Mstep: Class 12 contains 15839 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 25856 members 
Mstep: Class 15 contains 197527 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1359 members 
Mstep: Class 20 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485868.000000 Penalty: 12281.809570
Iteration 148Q: 21 clusters Score -2.148587e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 371883 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 10072 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 6649 members 
Mstep: Class 10 contains 50354 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 14351 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 25882 members 
Mstep: Class 15 contains 199545 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 1453 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1357 members 
Mstep: Class 20 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486452.000000 Penalty: 12281.809570
Iteration 149Q: 21 clusters Score -2.148645e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 371675 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 2354 members 
Mstep: Class 7 contains 10264 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 6451 members 
Mstep: Class 10 contains 49982 members 
Mstep: Class 11 contains 4675 members 
Mstep: Class 12 contains 12833 members 
Mstep: Class 13 contains 3539 members 
Mstep: Class 14 contains 25925 members 
Mstep: Class 15 contains 201626 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 1448 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 20 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487162.000000 Penalty: 12281.809570
Iteration 150Q: 21 clusters Score -2.148716e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 371485 members 
Mstep: Class 4 contains 446 members 
Mstep: Class 5 contains 2134 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 10460 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 49567 members 
Mstep: Class 11 contains 4674 members 
Mstep: Class 12 contains 11308 members 
Mstep: Class 13 contains 3539 members 
Mstep: Class 14 contains 25953 members 
Mstep: Class 15 contains 203758 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 255 members 
Mstep: Class 19 contains 1368 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487904.000000 Penalty: 12281.809570
Iteration 151Q: 21 clusters Score -2.14879e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24253 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 371304 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 2136 members 
Mstep: Class 6 contains 2339 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 6039 members 
Mstep: Class 10 contains 49178 members 
Mstep: Class 11 contains 4671 members 
Mstep: Class 12 contains 9811 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 25953 members 
Mstep: Class 15 contains 205870 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 1404 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1379 members 
Mstep: Class 20 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488620.000000 Penalty: 12281.809570
Iteration 152Q: 21 clusters Score -2.148862e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 371112 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 10927 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 5755 members 
Mstep: Class 10 contains 48783 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 8359 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 25918 members 
Mstep: Class 15 contains 208025 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1393 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1386 members 
Mstep: Class 20 contains 2736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 608.935364 but Gain 614.089844
Score: -21489622.000000 Penalty: 11667.719727
Iteration 153Q: 20 clusters Score -2.148962e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 1170 members 
Mstep: Class 3 contains 371056 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 6 contains 2327 members 
Mstep: Class 7 contains 11142 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 5399 members 
Mstep: Class 10 contains 48406 members 
Mstep: Class 11 contains 4666 members 
Mstep: Class 12 contains 6998 members 
Mstep: Class 13 contains 3533 members 
Mstep: Class 14 contains 25824 members 
Mstep: Class 15 contains 210491 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1400 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1387 members 
Mstep: Class 20 contains 2739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491302.000000 Penalty: 11667.719727
Iteration 154Q: 20 clusters Score -2.14913e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 1169 members 
Mstep: Class 3 contains 370808 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 11359 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 48042 members 
Mstep: Class 11 contains 4669 members 
Mstep: Class 12 contains 5850 members 
Mstep: Class 13 contains 3530 members 
Mstep: Class 14 contains 25698 members 
Mstep: Class 15 contains 212628 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1388 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1395 members 
Mstep: Class 20 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491990.000000 Penalty: 11667.719727
Iteration 155Q: 20 clusters Score -2.149199e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 370528 members 
Mstep: Class 5 contains 2127 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 11569 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 4498 members 
Mstep: Class 10 contains 47676 members 
Mstep: Class 11 contains 4668 members 
Mstep: Class 12 contains 5038 members 
Mstep: Class 13 contains 3528 members 
Mstep: Class 14 contains 25561 members 
Mstep: Class 15 contains 214507 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 1374 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1399 members 
Mstep: Class 20 contains 2741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492700.000000 Penalty: 11667.719727
Iteration 156Q: 20 clusters Score -2.14927e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 370199 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 11801 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 4047 members 
Mstep: Class 10 contains 47301 members 
Mstep: Class 11 contains 4672 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 25442 members 
Mstep: Class 15 contains 216172 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 1356 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1401 members 
Mstep: Class 20 contains 2744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493272.000000 Penalty: 11667.719727
Iteration 157Q: 20 clusters Score -2.149327e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 369873 members 
Mstep: Class 5 contains 2127 members 
Mstep: Class 6 contains 2310 members 
Mstep: Class 7 contains 12037 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 3635 members 
Mstep: Class 10 contains 46917 members 
Mstep: Class 11 contains 4676 members 
Mstep: Class 12 contains 4008 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 25373 members 
Mstep: Class 15 contains 217594 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 1338 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1404 members 
Mstep: Class 20 contains 2749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493736.000000 Penalty: 11667.719727
Iteration 158Q: 20 clusters Score -2.149374e+07 nChanged 1965
Entering ConstructFrom: 
Score: -21493736.000000 Penalty: 11667.719727
Entering ConstructFrom: 
Trying to split cluster 1 (24167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Entering Unmasked Estep 
Score: -773313.562500 Penalty: 459.219788
	Iteration 0F: 2 clusters Score -773313.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -757230.125000 Penalty: 918.439575
	Iteration 0F: 3 clusters Score -757230.1 nChanged 11504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -763715.625000 Penalty: 918.439575
	Iteration 1F: 3 clusters Score -763715.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -763991.812500 Penalty: 918.439575
	Iteration 2Q: 3 clusters Score -763991.8 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -764459.875000 Penalty: 918.439575
	Iteration 3Q: 3 clusters Score -764459.9 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -765318.812500 Penalty: 918.439575
	Iteration 4F: 3 clusters Score -765318.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -766840.562500 Penalty: 918.439575
	Iteration 5F: 3 clusters Score -766840.6 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -768836.500000 Penalty: 918.439575
	Iteration 6F: 3 clusters Score -768836.5 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -770641.687500 Penalty: 918.439575
	Iteration 7F: 3 clusters Score -770641.7 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -771978.187500 Penalty: 918.439575
	Iteration 8F: 3 clusters Score -771978.2 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -772690.062500 Penalty: 918.439575
	Iteration 9Q: 3 clusters Score -772690.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -772962.625000 Penalty: 918.439575
	Iteration 10Q: 3 clusters Score -772962.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -773076.125000 Penalty: 918.439575
	Iteration 11Q: 3 clusters Score -773076.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -773127.750000 Penalty: 918.439575
	Iteration 12Q: 3 clusters Score -773127.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -773153.562500 Penalty: 918.439575
	Iteration 13Q: 3 clusters Score -773153.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -773167.000000 Penalty: 918.439575
	Iteration 14Q: 3 clusters Score -773167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -773175.562500 Penalty: 918.439575
	Iteration 15Q: 3 clusters Score -773175.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -773182.312500 Penalty: 918.439575
	Iteration 16Q: 3 clusters Score -773182.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -773182.937500 Penalty: 918.439575
	Iteration 17Q: 3 clusters Score -773182.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -773185.875000 Penalty: 918.439575
	Iteration 18Q: 3 clusters Score -773185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -773187.687500 Penalty: 918.439575
	Iteration 19Q: 3 clusters Score -773187.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -773190.125000 Penalty: 918.439575
	Iteration 20F: 3 clusters Score -773190.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -773189.750000 Penalty: 918.439575
	Iteration 21Q: 3 clusters Score -773189.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -773191.375000 Penalty: 918.439575
	Iteration 22Q: 3 clusters Score -773191.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -773191.625000 Penalty: 918.439575
	Iteration 23Q: 3 clusters Score -773191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -773191.812500 Penalty: 918.439575
	Iteration 24Q: 3 clusters Score -773191.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -773191.375000 Penalty: 918.439575
	Iteration 25Q: 3 clusters Score -773191.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -773191.375000 Penalty: 918.439575
	Iteration 26F: 3 clusters Score -773191.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -36847.968750 Penalty: 321.095184
	Iteration 0F: 2 clusters Score -36847.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -35960.921875 Penalty: 642.190369
	Iteration 0F: 3 clusters Score -35960.92 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -36271.535156 Penalty: 642.190369
	Iteration 1F: 3 clusters Score -36271.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -36337.988281 Penalty: 642.190369
	Iteration 2F: 3 clusters Score -36337.99 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -36377.617188 Penalty: 642.190369
	Iteration 3F: 3 clusters Score -36377.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36402.691406 Penalty: 642.190369
	Iteration 4Q: 3 clusters Score -36402.69 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -36434.082031 Penalty: 642.190369
	Iteration 5Q: 3 clusters Score -36434.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -36465.000000 Penalty: 642.190369
	Iteration 6Q: 3 clusters Score -36465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -36496.109375 Penalty: 642.190369
	Iteration 7Q: 3 clusters Score -36496.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36518.246094 Penalty: 642.190369
	Iteration 8Q: 3 clusters Score -36518.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -36552.597656 Penalty: 642.190369
	Iteration 9Q: 3 clusters Score -36552.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -36585.019531 Penalty: 642.190369
	Iteration 10Q: 3 clusters Score -36585.02 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36598.710938 Penalty: 642.190369
	Iteration 11Q: 3 clusters Score -36598.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36606.128906 Penalty: 642.190369
	Iteration 12Q: 3 clusters Score -36606.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36610.871094 Penalty: 642.190369
	Iteration 13Q: 3 clusters Score -36610.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -36611.785156 Penalty: 642.190369
	Iteration 14Q: 3 clusters Score -36611.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36612.089844 Penalty: 642.190369
	Iteration 15Q: 3 clusters Score -36612.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -36612.089844 Penalty: 642.190369
	Iteration 16F: 3 clusters Score -36612.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (369555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369555 members 
Entering Unmasked Estep 
Score: -11653747.000000 Penalty: 583.312500
	Iteration 0F: 2 clusters Score -1.165375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185522 members 
Mstep: Class 2 contains 184033 members 
Entering Unmasked Estep 
Score: -11401981.000000 Penalty: 1166.625000
	Iteration 0F: 3 clusters Score -1.140198e+07 nChanged 182512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235530 members 
Mstep: Class 2 contains 134025 members 
Entering Unmasked Estep 
Score: -11527073.000000 Penalty: 1166.625000
	Iteration 1F: 3 clusters Score -1.152707e+07 nChanged 29566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264400 members 
Mstep: Class 2 contains 105155 members 
Entering Unmasked Estep 
Score: -11547659.000000 Penalty: 1166.625000
	Iteration 2F: 3 clusters Score -1.154766e+07 nChanged 35623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299787 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -11579856.000000 Penalty: 1166.625000
	Iteration 3F: 3 clusters Score -1.157986e+07 nChanged 33546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333301 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -11615356.000000 Penalty: 1166.625000
	Iteration 4F: 3 clusters Score -1.161536e+07 nChanged 22123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355424 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -11639329.000000 Penalty: 1166.625000
	Iteration 5F: 3 clusters Score -1.163933e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364972 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -11649071.000000 Penalty: 1166.625000
	Iteration 6Q: 3 clusters Score -1.164907e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368039 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11652015.000000 Penalty: 1166.625000
	Iteration 7Q: 3 clusters Score -1.165202e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369018 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11652810.000000 Penalty: 1166.625000
	Iteration 8Q: 3 clusters Score -1.165281e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369328 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11653044.000000 Penalty: 1166.625000
	Iteration 9Q: 3 clusters Score -1.165304e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369452 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -11653147.000000 Penalty: 1166.625000
	Iteration 10Q: 3 clusters Score -1.165315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369482 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11653198.000000 Penalty: 1166.625000
	Iteration 11Q: 3 clusters Score -1.16532e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369495 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -11653214.000000 Penalty: 1166.625000
	Iteration 12Q: 3 clusters Score -1.165321e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369501 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11653234.000000 Penalty: 1166.625000
	Iteration 13Q: 3 clusters Score -1.165323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369503 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11653233.000000 Penalty: 1166.625000
	Iteration 14Q: 3 clusters Score -1.165323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369503 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -11653233.000000 Penalty: 1166.625000
	Iteration 15F: 3 clusters Score -1.165323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -70789.187500 Penalty: 348.620911
	Iteration 0F: 2 clusters Score -70789.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -69258.585938 Penalty: 697.241821
	Iteration 0F: 3 clusters Score -69258.59 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -69763.906250 Penalty: 697.241821
	Iteration 1F: 3 clusters Score -69763.91 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -69843.789062 Penalty: 697.241821
	Iteration 2F: 3 clusters Score -69843.79 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -69906.164062 Penalty: 697.241821
	Iteration 3F: 3 clusters Score -69906.16 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -69951.257812 Penalty: 697.241821
	Iteration 4Q: 3 clusters Score -69951.26 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -70001.976562 Penalty: 697.241821
	Iteration 5Q: 3 clusters Score -70001.98 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -70046.664062 Penalty: 697.241821
	Iteration 6Q: 3 clusters Score -70046.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -70080.500000 Penalty: 697.241821
	Iteration 7Q: 3 clusters Score -70080.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -70123.578125 Penalty: 697.241821
	Iteration 8Q: 3 clusters Score -70123.58 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -70183.898438 Penalty: 697.241821
	Iteration 9Q: 3 clusters Score -70183.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -70244.687500 Penalty: 697.241821
	Iteration 10Q: 3 clusters Score -70244.69 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -70289.218750 Penalty: 697.241821
	Iteration 11Q: 3 clusters Score -70289.22 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -70320.632812 Penalty: 697.241821
	Iteration 12Q: 3 clusters Score -70320.63 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -70339.343750 Penalty: 697.241821
	Iteration 13Q: 3 clusters Score -70339.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -70354.500000 Penalty: 697.241821
	Iteration 14Q: 3 clusters Score -70354.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -70368.546875 Penalty: 697.241821
	Iteration 15Q: 3 clusters Score -70368.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -70381.578125 Penalty: 697.241821
	Iteration 16Q: 3 clusters Score -70381.58 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -70395.742188 Penalty: 697.241821
	Iteration 17Q: 3 clusters Score -70395.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -70407.070312 Penalty: 697.241821
	Iteration 18Q: 3 clusters Score -70407.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -70418.257812 Penalty: 697.241821
	Iteration 19Q: 3 clusters Score -70418.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -70426.242188 Penalty: 697.241821
	Iteration 20F: 3 clusters Score -70426.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -70435.875000 Penalty: 697.241821
	Iteration 21Q: 3 clusters Score -70435.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -70441.515625 Penalty: 697.241821
	Iteration 22Q: 3 clusters Score -70441.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -70446.335938 Penalty: 697.241821
	Iteration 23Q: 3 clusters Score -70446.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -70447.687500 Penalty: 697.241821
	Iteration 24Q: 3 clusters Score -70447.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -70448.164062 Penalty: 697.241821
	Iteration 25Q: 3 clusters Score -70448.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -70448.421875 Penalty: 697.241821
	Iteration 26Q: 3 clusters Score -70448.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -70448.726562 Penalty: 697.241821
	Iteration 27Q: 3 clusters Score -70448.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -70448.906250 Penalty: 697.241821
	Iteration 28Q: 3 clusters Score -70448.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -70448.906250 Penalty: 697.241821
	Iteration 29F: 3 clusters Score -70448.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Entering Unmasked Estep 
Score: -79242.304688 Penalty: 352.279297
	Iteration 0F: 2 clusters Score -79242.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -77621.453125 Penalty: 704.558594
	Iteration 0F: 3 clusters Score -77621.45 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -78147.671875 Penalty: 704.558594
	Iteration 1F: 3 clusters Score -78147.67 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -78213.265625 Penalty: 704.558594
	Iteration 2F: 3 clusters Score -78213.27 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -78289.546875 Penalty: 704.558594
	Iteration 3F: 3 clusters Score -78289.55 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -78367.882812 Penalty: 704.558594
	Iteration 4F: 3 clusters Score -78367.88 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -78430.859375 Penalty: 704.558594
	Iteration 5Q: 3 clusters Score -78430.86 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -78506.015625 Penalty: 704.558594
	Iteration 6Q: 3 clusters Score -78506.02 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -78595.726562 Penalty: 704.558594
	Iteration 7Q: 3 clusters Score -78595.73 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -78673.343750 Penalty: 704.558594
	Iteration 8Q: 3 clusters Score -78673.34 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78737.093750 Penalty: 704.558594
	Iteration 9Q: 3 clusters Score -78737.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -78783.343750 Penalty: 704.558594
	Iteration 10Q: 3 clusters Score -78783.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -78799.750000 Penalty: 704.558594
	Iteration 11Q: 3 clusters Score -78799.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -78814.242188 Penalty: 704.558594
	Iteration 12Q: 3 clusters Score -78814.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78823.195312 Penalty: 704.558594
	Iteration 13Q: 3 clusters Score -78823.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78833.453125 Penalty: 704.558594
	Iteration 14Q: 3 clusters Score -78833.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78840.468750 Penalty: 704.558594
	Iteration 15Q: 3 clusters Score -78840.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -78844.796875 Penalty: 704.558594
	Iteration 16Q: 3 clusters Score -78844.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78848.312500 Penalty: 704.558594
	Iteration 17Q: 3 clusters Score -78848.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78852.429688 Penalty: 704.558594
	Iteration 18Q: 3 clusters Score -78852.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78855.328125 Penalty: 704.558594
	Iteration 19Q: 3 clusters Score -78855.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -78859.531250 Penalty: 704.558594
	Iteration 20F: 3 clusters Score -78859.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -78862.562500 Penalty: 704.558594
	Iteration 21Q: 3 clusters Score -78862.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -78866.523438 Penalty: 704.558594
	Iteration 22Q: 3 clusters Score -78866.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -78870.101562 Penalty: 704.558594
	Iteration 23Q: 3 clusters Score -78870.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -78871.984375 Penalty: 704.558594
	Iteration 24Q: 3 clusters Score -78871.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -78873.312500 Penalty: 704.558594
	Iteration 25Q: 3 clusters Score -78873.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -78876.273438 Penalty: 704.558594
	Iteration 26Q: 3 clusters Score -78876.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78880.375000 Penalty: 704.558594
	Iteration 27Q: 3 clusters Score -78880.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -78883.328125 Penalty: 704.558594
	Iteration 28Q: 3 clusters Score -78883.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78885.820312 Penalty: 704.558594
	Iteration 29Q: 3 clusters Score -78885.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -78888.031250 Penalty: 704.558594
	Iteration 30Q: 3 clusters Score -78888.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -78890.718750 Penalty: 704.558594
	Iteration 31Q: 3 clusters Score -78890.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78895.007812 Penalty: 704.558594
	Iteration 32Q: 3 clusters Score -78895.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78899.375000 Penalty: 704.558594
	Iteration 33Q: 3 clusters Score -78899.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78901.062500 Penalty: 704.558594
	Iteration 34Q: 3 clusters Score -78901.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78904.453125 Penalty: 704.558594
	Iteration 35Q: 3 clusters Score -78904.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -78908.093750 Penalty: 704.558594
	Iteration 36Q: 3 clusters Score -78908.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -78909.914062 Penalty: 704.558594
	Iteration 37Q: 3 clusters Score -78909.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -78911.046875 Penalty: 704.558594
	Iteration 38Q: 3 clusters Score -78911.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78912.343750 Penalty: 704.558594
	Iteration 39Q: 3 clusters Score -78912.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -78913.546875 Penalty: 704.558594
	Iteration 40F: 3 clusters Score -78913.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78914.921875 Penalty: 704.558594
	Iteration 41Q: 3 clusters Score -78914.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78916.523438 Penalty: 704.558594
	Iteration 42Q: 3 clusters Score -78916.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78918.554688 Penalty: 704.558594
	Iteration 43Q: 3 clusters Score -78918.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -78919.562500 Penalty: 704.558594
	Iteration 44Q: 3 clusters Score -78919.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -78921.773438 Penalty: 704.558594
	Iteration 45Q: 3 clusters Score -78921.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78922.843750 Penalty: 704.558594
	Iteration 46Q: 3 clusters Score -78922.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -78923.250000 Penalty: 704.558594
	Iteration 47Q: 3 clusters Score -78923.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78923.750000 Penalty: 704.558594
	Iteration 48Q: 3 clusters Score -78923.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -78923.750000 Penalty: 704.558594
	Iteration 49F: 3 clusters Score -78923.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Entering Unmasked Estep 
Score: -396440.281250 Penalty: 428.352570
	Iteration 0F: 2 clusters Score -396440.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -388310.906250 Penalty: 856.705139
	Iteration 0F: 3 clusters Score -388310.9 nChanged 5690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -391536.062500 Penalty: 856.705139
	Iteration 1F: 3 clusters Score -391536.1 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -392078.093750 Penalty: 856.705139
	Iteration 2F: 3 clusters Score -392078.1 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -392825.843750 Penalty: 856.705139
	Iteration 3F: 3 clusters Score -392825.8 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -393734.312500 Penalty: 856.705139
	Iteration 4F: 3 clusters Score -393734.3 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -394386.968750 Penalty: 856.705139
	Iteration 5F: 3 clusters Score -394387 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -394618.218750 Penalty: 856.705139
	Iteration 6Q: 3 clusters Score -394618.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -394701.125000 Penalty: 856.705139
	Iteration 7Q: 3 clusters Score -394701.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -394732.656250 Penalty: 856.705139
	Iteration 8Q: 3 clusters Score -394732.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -394753.093750 Penalty: 856.705139
	Iteration 9Q: 3 clusters Score -394753.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -394765.875000 Penalty: 856.705139
	Iteration 10Q: 3 clusters Score -394765.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -394783.187500 Penalty: 856.705139
	Iteration 11Q: 3 clusters Score -394783.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -394801.531250 Penalty: 856.705139
	Iteration 12Q: 3 clusters Score -394801.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -394817.250000 Penalty: 856.705139
	Iteration 13Q: 3 clusters Score -394817.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -394833.312500 Penalty: 856.705139
	Iteration 14Q: 3 clusters Score -394833.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -394851.968750 Penalty: 856.705139
	Iteration 15Q: 3 clusters Score -394852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -394870.062500 Penalty: 856.705139
	Iteration 16Q: 3 clusters Score -394870.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -394888.781250 Penalty: 856.705139
	Iteration 17Q: 3 clusters Score -394888.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -394907.281250 Penalty: 856.705139
	Iteration 18Q: 3 clusters Score -394907.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -394922.562500 Penalty: 856.705139
	Iteration 19Q: 3 clusters Score -394922.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -394938.031250 Penalty: 856.705139
	Iteration 20F: 3 clusters Score -394938 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -394953.093750 Penalty: 856.705139
	Iteration 21Q: 3 clusters Score -394953.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -394967.687500 Penalty: 856.705139
	Iteration 22Q: 3 clusters Score -394967.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -394978.937500 Penalty: 856.705139
	Iteration 23Q: 3 clusters Score -394978.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -394992.781250 Penalty: 856.705139
	Iteration 24Q: 3 clusters Score -394992.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -395004.343750 Penalty: 856.705139
	Iteration 25Q: 3 clusters Score -395004.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -395015.218750 Penalty: 856.705139
	Iteration 26Q: 3 clusters Score -395015.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -395024.843750 Penalty: 856.705139
	Iteration 27Q: 3 clusters Score -395024.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -395035.531250 Penalty: 856.705139
	Iteration 28Q: 3 clusters Score -395035.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -395046.968750 Penalty: 856.705139
	Iteration 29Q: 3 clusters Score -395047 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -395055.437500 Penalty: 856.705139
	Iteration 30Q: 3 clusters Score -395055.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -395066.281250 Penalty: 856.705139
	Iteration 31Q: 3 clusters Score -395066.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -395074.406250 Penalty: 856.705139
	Iteration 32Q: 3 clusters Score -395074.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -395079.718750 Penalty: 856.705139
	Iteration 33Q: 3 clusters Score -395079.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -395088.250000 Penalty: 856.705139
	Iteration 34Q: 3 clusters Score -395088.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -395095.562500 Penalty: 856.705139
	Iteration 35Q: 3 clusters Score -395095.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -395108.125000 Penalty: 856.705139
	Iteration 36Q: 3 clusters Score -395108.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -395124.843750 Penalty: 856.705139
	Iteration 37Q: 3 clusters Score -395124.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -395137.781250 Penalty: 856.705139
	Iteration 38Q: 3 clusters Score -395137.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -395148.687500 Penalty: 856.705139
	Iteration 39Q: 3 clusters Score -395148.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -395162.062500 Penalty: 856.705139
	Iteration 40F: 3 clusters Score -395162.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -395173.187500 Penalty: 856.705139
	Iteration 41Q: 3 clusters Score -395173.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -395185.312500 Penalty: 856.705139
	Iteration 42Q: 3 clusters Score -395185.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -395197.218750 Penalty: 856.705139
	Iteration 43Q: 3 clusters Score -395197.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -395211.406250 Penalty: 856.705139
	Iteration 44Q: 3 clusters Score -395211.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -395226.968750 Penalty: 856.705139
	Iteration 45Q: 3 clusters Score -395227 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -395238.937500 Penalty: 856.705139
	Iteration 46Q: 3 clusters Score -395238.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -395252.031250 Penalty: 856.705139
	Iteration 47Q: 3 clusters Score -395252 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -395267.250000 Penalty: 856.705139
	Iteration 48Q: 3 clusters Score -395267.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -395288.218750 Penalty: 856.705139
	Iteration 49Q: 3 clusters Score -395288.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -395314.187500 Penalty: 856.705139
	Iteration 50Q: 3 clusters Score -395314.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -395338.062500 Penalty: 856.705139
	Iteration 51Q: 3 clusters Score -395338.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -395359.718750 Penalty: 856.705139
	Iteration 52Q: 3 clusters Score -395359.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -395379.406250 Penalty: 856.705139
	Iteration 53Q: 3 clusters Score -395379.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -395393.218750 Penalty: 856.705139
	Iteration 54Q: 3 clusters Score -395393.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -395407.750000 Penalty: 856.705139
	Iteration 55Q: 3 clusters Score -395407.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -395425.187500 Penalty: 856.705139
	Iteration 56Q: 3 clusters Score -395425.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -395440.468750 Penalty: 856.705139
	Iteration 57Q: 3 clusters Score -395440.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -395458.937500 Penalty: 856.705139
	Iteration 58Q: 3 clusters Score -395458.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -395471.062500 Penalty: 856.705139
	Iteration 59Q: 3 clusters Score -395471.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -395483.156250 Penalty: 856.705139
	Iteration 60F: 3 clusters Score -395483.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -395499.937500 Penalty: 856.705139
	Iteration 61Q: 3 clusters Score -395499.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -395517.187500 Penalty: 856.705139
	Iteration 62Q: 3 clusters Score -395517.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -395534.250000 Penalty: 856.705139
	Iteration 63Q: 3 clusters Score -395534.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -395550.625000 Penalty: 856.705139
	Iteration 64Q: 3 clusters Score -395550.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -395570.750000 Penalty: 856.705139
	Iteration 65Q: 3 clusters Score -395570.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -395588.375000 Penalty: 856.705139
	Iteration 66Q: 3 clusters Score -395588.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -395608.937500 Penalty: 856.705139
	Iteration 67Q: 3 clusters Score -395608.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -395620.781250 Penalty: 856.705139
	Iteration 68Q: 3 clusters Score -395620.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -395634.406250 Penalty: 856.705139
	Iteration 69Q: 3 clusters Score -395634.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -395651.875000 Penalty: 856.705139
	Iteration 70Q: 3 clusters Score -395651.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -395671.531250 Penalty: 856.705139
	Iteration 71Q: 3 clusters Score -395671.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -395699.218750 Penalty: 856.705139
	Iteration 72Q: 3 clusters Score -395699.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -395719.937500 Penalty: 856.705139
	Iteration 73Q: 3 clusters Score -395719.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -395744.625000 Penalty: 856.705139
	Iteration 74Q: 3 clusters Score -395744.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -395770.906250 Penalty: 856.705139
	Iteration 75Q: 3 clusters Score -395770.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -395796.468750 Penalty: 856.705139
	Iteration 76Q: 3 clusters Score -395796.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -395817.468750 Penalty: 856.705139
	Iteration 77Q: 3 clusters Score -395817.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -395842.937500 Penalty: 856.705139
	Iteration 78Q: 3 clusters Score -395842.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -395865.125000 Penalty: 856.705139
	Iteration 79Q: 3 clusters Score -395865.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -395887.906250 Penalty: 856.705139
	Iteration 80F: 3 clusters Score -395887.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -395907.312500 Penalty: 856.705139
	Iteration 81Q: 3 clusters Score -395907.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -395925.093750 Penalty: 856.705139
	Iteration 82Q: 3 clusters Score -395925.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -395940.187500 Penalty: 856.705139
	Iteration 83Q: 3 clusters Score -395940.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -395956.906250 Penalty: 856.705139
	Iteration 84Q: 3 clusters Score -395956.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -395970.562500 Penalty: 856.705139
	Iteration 85Q: 3 clusters Score -395970.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -395978.375000 Penalty: 856.705139
	Iteration 86Q: 3 clusters Score -395978.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -395985.156250 Penalty: 856.705139
	Iteration 87Q: 3 clusters Score -395985.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -395990.062500 Penalty: 856.705139
	Iteration 88Q: 3 clusters Score -395990.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -395994.687500 Penalty: 856.705139
	Iteration 89Q: 3 clusters Score -395994.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -396003.093750 Penalty: 856.705139
	Iteration 90Q: 3 clusters Score -396003.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -396013.593750 Penalty: 856.705139
	Iteration 91Q: 3 clusters Score -396013.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -396019.875000 Penalty: 856.705139
	Iteration 92Q: 3 clusters Score -396019.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -396027.500000 Penalty: 856.705139
	Iteration 93Q: 3 clusters Score -396027.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -396033.687500 Penalty: 856.705139
	Iteration 94Q: 3 clusters Score -396033.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -396039.906250 Penalty: 856.705139
	Iteration 95Q: 3 clusters Score -396039.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -396047.187500 Penalty: 856.705139
	Iteration 96Q: 3 clusters Score -396047.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -396057.000000 Penalty: 856.705139
	Iteration 97Q: 3 clusters Score -396057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -396065.906250 Penalty: 856.705139
	Iteration 98Q: 3 clusters Score -396065.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -396070.937500 Penalty: 856.705139
	Iteration 99Q: 3 clusters Score -396070.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -396075.406250 Penalty: 856.705139
	Iteration 100F: 3 clusters Score -396075.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -396081.718750 Penalty: 856.705139
	Iteration 101Q: 3 clusters Score -396081.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -396089.812500 Penalty: 856.705139
	Iteration 102Q: 3 clusters Score -396089.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -396094.937500 Penalty: 856.705139
	Iteration 103Q: 3 clusters Score -396094.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -396100.312500 Penalty: 856.705139
	Iteration 104Q: 3 clusters Score -396100.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -396104.875000 Penalty: 856.705139
	Iteration 105Q: 3 clusters Score -396104.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -396107.062500 Penalty: 856.705139
	Iteration 106Q: 3 clusters Score -396107.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -396110.000000 Penalty: 856.705139
	Iteration 107Q: 3 clusters Score -396110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -396111.781250 Penalty: 856.705139
	Iteration 108Q: 3 clusters Score -396111.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -396113.875000 Penalty: 856.705139
	Iteration 109Q: 3 clusters Score -396113.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -396117.093750 Penalty: 856.705139
	Iteration 110Q: 3 clusters Score -396117.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -396121.375000 Penalty: 856.705139
	Iteration 111Q: 3 clusters Score -396121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -396123.531250 Penalty: 856.705139
	Iteration 112Q: 3 clusters Score -396123.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -396126.937500 Penalty: 856.705139
	Iteration 113Q: 3 clusters Score -396126.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -396130.875000 Penalty: 856.705139
	Iteration 114Q: 3 clusters Score -396130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -396132.156250 Penalty: 856.705139
	Iteration 115Q: 3 clusters Score -396132.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -396132.531250 Penalty: 856.705139
	Iteration 116Q: 3 clusters Score -396132.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -396133.000000 Penalty: 856.705139
	Iteration 117Q: 3 clusters Score -396133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -396133.000000 Penalty: 856.705139
	Iteration 118F: 3 clusters Score -396133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Entering Unmasked Estep 
Score: -54580.292969 Penalty: 346.316315
	Iteration 0F: 2 clusters Score -54580.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -53158.015625 Penalty: 692.632629
	Iteration 0F: 3 clusters Score -53158.02 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -53647.984375 Penalty: 692.632629
	Iteration 1F: 3 clusters Score -53647.98 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -53800.113281 Penalty: 692.632629
	Iteration 2F: 3 clusters Score -53800.11 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -53949.632812 Penalty: 692.632629
	Iteration 3F: 3 clusters Score -53949.63 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -54116.390625 Penalty: 692.632629
	Iteration 4F: 3 clusters Score -54116.39 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -54223.925781 Penalty: 692.632629
	Iteration 5F: 3 clusters Score -54223.93 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -54329.230469 Penalty: 692.632629
	Iteration 6Q: 3 clusters Score -54329.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -54390.550781 Penalty: 692.632629
	Iteration 7Q: 3 clusters Score -54390.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -54429.050781 Penalty: 692.632629
	Iteration 8Q: 3 clusters Score -54429.05 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -54462.468750 Penalty: 692.632629
	Iteration 9Q: 3 clusters Score -54462.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -54479.117188 Penalty: 692.632629
	Iteration 10Q: 3 clusters Score -54479.12 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -54487.820312 Penalty: 692.632629
	Iteration 11Q: 3 clusters Score -54487.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -54494.609375 Penalty: 692.632629
	Iteration 12Q: 3 clusters Score -54494.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -54501.484375 Penalty: 692.632629
	Iteration 13Q: 3 clusters Score -54501.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -54506.707031 Penalty: 692.632629
	Iteration 14Q: 3 clusters Score -54506.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -54510.472656 Penalty: 692.632629
	Iteration 15Q: 3 clusters Score -54510.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -54516.800781 Penalty: 692.632629
	Iteration 16Q: 3 clusters Score -54516.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -54528.234375 Penalty: 692.632629
	Iteration 17Q: 3 clusters Score -54528.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -54538.632812 Penalty: 692.632629
	Iteration 18Q: 3 clusters Score -54538.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -54548.320312 Penalty: 692.632629
	Iteration 19Q: 3 clusters Score -54548.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -54550.882812 Penalty: 692.632629
	Iteration 20F: 3 clusters Score -54550.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -54551.421875 Penalty: 692.632629
	Iteration 21Q: 3 clusters Score -54551.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -54551.503906 Penalty: 692.632629
	Iteration 22Q: 3 clusters Score -54551.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -54551.503906 Penalty: 692.632629
	Iteration 23F: 3 clusters Score -54551.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Entering Unmasked Estep 
Score: -102707.914062 Penalty: 368.529724
	Iteration 0F: 2 clusters Score -102707.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -100405.078125 Penalty: 737.059448
	Iteration 0F: 3 clusters Score -100405.1 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -101205.796875 Penalty: 737.059448
	Iteration 1F: 3 clusters Score -101205.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -101319.742188 Penalty: 737.059448
	Iteration 2F: 3 clusters Score -101319.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -101437.601562 Penalty: 737.059448
	Iteration 3F: 3 clusters Score -101437.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -101566.656250 Penalty: 737.059448
	Iteration 4F: 3 clusters Score -101566.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -101700.531250 Penalty: 737.059448
	Iteration 5F: 3 clusters Score -101700.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -101860.992188 Penalty: 737.059448
	Iteration 6F: 3 clusters Score -101861 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -102017.328125 Penalty: 737.059448
	Iteration 7F: 3 clusters Score -102017.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102134.593750 Penalty: 737.059448
	Iteration 8Q: 3 clusters Score -102134.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -102218.335938 Penalty: 737.059448
	Iteration 9Q: 3 clusters Score -102218.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102276.445312 Penalty: 737.059448
	Iteration 10Q: 3 clusters Score -102276.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -102302.984375 Penalty: 737.059448
	Iteration 11Q: 3 clusters Score -102303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -102320.585938 Penalty: 737.059448
	Iteration 12Q: 3 clusters Score -102320.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -102337.031250 Penalty: 737.059448
	Iteration 13Q: 3 clusters Score -102337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -102353.664062 Penalty: 737.059448
	Iteration 14Q: 3 clusters Score -102353.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -102365.085938 Penalty: 737.059448
	Iteration 15Q: 3 clusters Score -102365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -102368.765625 Penalty: 737.059448
	Iteration 16Q: 3 clusters Score -102368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -102373.351562 Penalty: 737.059448
	Iteration 17Q: 3 clusters Score -102373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -102375.953125 Penalty: 737.059448
	Iteration 18Q: 3 clusters Score -102376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -102377.250000 Penalty: 737.059448
	Iteration 19Q: 3 clusters Score -102377.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -102377.976562 Penalty: 737.059448
	Iteration 20F: 3 clusters Score -102378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102379.273438 Penalty: 737.059448
	Iteration 21Q: 3 clusters Score -102379.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -102379.273438 Penalty: 737.059448
	Iteration 22F: 3 clusters Score -102379.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46548 members 
Entering Unmasked Estep 
Score: -1483715.125000 Penalty: 489.044891
	Iteration 0F: 2 clusters Score -1483715 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -1452586.125000 Penalty: 978.089783
	Iteration 0F: 3 clusters Score -1452586 nChanged 22454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -1467194.625000 Penalty: 978.089783
	Iteration 1F: 3 clusters Score -1467195 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -1468614.500000 Penalty: 978.089783
	Iteration 2F: 3 clusters Score -1468614 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -1470595.250000 Penalty: 978.089783
	Iteration 3F: 3 clusters Score -1470595 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -1473296.625000 Penalty: 978.089783
	Iteration 4F: 3 clusters Score -1473297 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 34072 members 
Entering Unmasked Estep 
Score: -1476506.125000 Penalty: 978.089783
	Iteration 5F: 3 clusters Score -1476506 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -1478769.625000 Penalty: 978.089783
	Iteration 6F: 3 clusters Score -1478770 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -1479609.125000 Penalty: 978.089783
	Iteration 7Q: 3 clusters Score -1479609 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -1479989.250000 Penalty: 978.089783
	Iteration 8Q: 3 clusters Score -1479989 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -1480281.375000 Penalty: 978.089783
	Iteration 9Q: 3 clusters Score -1480281 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -1480548.375000 Penalty: 978.089783
	Iteration 10Q: 3 clusters Score -1480548 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -1480807.000000 Penalty: 978.089783
	Iteration 11Q: 3 clusters Score -1480807 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -1481031.125000 Penalty: 978.089783
	Iteration 12Q: 3 clusters Score -1481031 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -1481218.500000 Penalty: 978.089783
	Iteration 13Q: 3 clusters Score -1481218 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -1481368.500000 Penalty: 978.089783
	Iteration 14Q: 3 clusters Score -1481368 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -1481537.250000 Penalty: 978.089783
	Iteration 15Q: 3 clusters Score -1481537 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -1481710.125000 Penalty: 978.089783
	Iteration 16Q: 3 clusters Score -1481710 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -1481856.500000 Penalty: 978.089783
	Iteration 17Q: 3 clusters Score -1481856 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -1481996.375000 Penalty: 978.089783
	Iteration 18Q: 3 clusters Score -1481996 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -1482117.375000 Penalty: 978.089783
	Iteration 19Q: 3 clusters Score -1482117 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 42576 members 
Entering Unmasked Estep 
Score: -1482212.125000 Penalty: 978.089783
	Iteration 20F: 3 clusters Score -1482212 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 42883 members 
Entering Unmasked Estep 
Score: -1482317.500000 Penalty: 978.089783
	Iteration 21Q: 3 clusters Score -1482318 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -1482416.500000 Penalty: 978.089783
	Iteration 22Q: 3 clusters Score -1482416 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -1482518.375000 Penalty: 978.089783
	Iteration 23Q: 3 clusters Score -1482518 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -1482614.750000 Penalty: 978.089783
	Iteration 24Q: 3 clusters Score -1482615 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -1482687.500000 Penalty: 978.089783
	Iteration 25Q: 3 clusters Score -1482688 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -1482772.375000 Penalty: 978.089783
	Iteration 26Q: 3 clusters Score -1482772 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -1482844.250000 Penalty: 978.089783
	Iteration 27Q: 3 clusters Score -1482844 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -1482902.125000 Penalty: 978.089783
	Iteration 28Q: 3 clusters Score -1482902 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -1482948.500000 Penalty: 978.089783
	Iteration 29Q: 3 clusters Score -1482948 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -1482983.875000 Penalty: 978.089783
	Iteration 30Q: 3 clusters Score -1482984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -1483018.500000 Penalty: 978.089783
	Iteration 31Q: 3 clusters Score -1483018 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -1483055.750000 Penalty: 978.089783
	Iteration 32Q: 3 clusters Score -1483056 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -1483084.250000 Penalty: 978.089783
	Iteration 33Q: 3 clusters Score -1483084 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -1483126.125000 Penalty: 978.089783
	Iteration 34Q: 3 clusters Score -1483126 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -1483162.000000 Penalty: 978.089783
	Iteration 35Q: 3 clusters Score -1483162 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -1483190.000000 Penalty: 978.089783
	Iteration 36Q: 3 clusters Score -1483190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -1483212.125000 Penalty: 978.089783
	Iteration 37Q: 3 clusters Score -1483212 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -1483237.125000 Penalty: 978.089783
	Iteration 38Q: 3 clusters Score -1483237 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -1483256.125000 Penalty: 978.089783
	Iteration 39Q: 3 clusters Score -1483256 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
Score: -1483265.875000 Penalty: 978.089783
	Iteration 40F: 3 clusters Score -1483266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -1483282.875000 Penalty: 978.089783
	Iteration 41Q: 3 clusters Score -1483283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -1483288.875000 Penalty: 978.089783
	Iteration 42Q: 3 clusters Score -1483289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -1483292.500000 Penalty: 978.089783
	Iteration 43Q: 3 clusters Score -1483292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -1483292.625000 Penalty: 978.089783
	Iteration 44Q: 3 clusters Score -1483293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -1483298.875000 Penalty: 978.089783
	Iteration 45Q: 3 clusters Score -1483299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -1483298.000000 Penalty: 978.089783
	Iteration 46Q: 3 clusters Score -1483298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -1483303.750000 Penalty: 978.089783
	Iteration 47Q: 3 clusters Score -1483304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -1483307.375000 Penalty: 978.089783
	Iteration 48Q: 3 clusters Score -1483307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -1483308.250000 Penalty: 978.089783
	Iteration 49Q: 3 clusters Score -1483308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -1483313.250000 Penalty: 978.089783
	Iteration 50Q: 3 clusters Score -1483313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -1483310.500000 Penalty: 978.089783
	Iteration 51Q: 3 clusters Score -1483310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -1483311.375000 Penalty: 978.089783
	Iteration 52Q: 3 clusters Score -1483311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46052 members 
Entering Unmasked Estep 
Score: -1483311.625000 Penalty: 978.089783
	Iteration 53Q: 3 clusters Score -1483312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -1483315.500000 Penalty: 978.089783
	Iteration 54Q: 3 clusters Score -1483316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -1483315.875000 Penalty: 978.089783
	Iteration 55Q: 3 clusters Score -1483316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -1483317.375000 Penalty: 978.089783
	Iteration 56Q: 3 clusters Score -1483317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -1483319.875000 Penalty: 978.089783
	Iteration 57Q: 3 clusters Score -1483320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -1483319.750000 Penalty: 978.089783
	Iteration 58Q: 3 clusters Score -1483320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -1483321.625000 Penalty: 978.089783
	Iteration 59Q: 3 clusters Score -1483322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -1483322.500000 Penalty: 978.089783
	Iteration 60F: 3 clusters Score -1483322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -1483321.750000 Penalty: 978.089783
	Iteration 61Q: 3 clusters Score -1483322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -1483321.750000 Penalty: 978.089783
	Iteration 62F: 3 clusters Score -1483322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Entering Unmasked Estep 
Score: -155072.515625 Penalty: 384.513214
	Iteration 0F: 2 clusters Score -155072.5 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 2300 members 
Entering Unmasked Estep 
Score: -151919.640625 Penalty: 769.026428
	Iteration 0F: 3 clusters Score -151919.6 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -153143.750000 Penalty: 769.026428
	Iteration 1F: 3 clusters Score -153143.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -153413.671875 Penalty: 769.026428
	Iteration 2F: 3 clusters Score -153413.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -153733.453125 Penalty: 769.026428
	Iteration 3F: 3 clusters Score -153733.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -154035.234375 Penalty: 769.026428
	Iteration 4F: 3 clusters Score -154035.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -154298.046875 Penalty: 769.026428
	Iteration 5F: 3 clusters Score -154298 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -154502.390625 Penalty: 769.026428
	Iteration 6Q: 3 clusters Score -154502.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -154612.906250 Penalty: 769.026428
	Iteration 7Q: 3 clusters Score -154612.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -154659.640625 Penalty: 769.026428
	Iteration 8Q: 3 clusters Score -154659.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -154684.921875 Penalty: 769.026428
	Iteration 9Q: 3 clusters Score -154684.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -154698.640625 Penalty: 769.026428
	Iteration 10Q: 3 clusters Score -154698.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -154713.234375 Penalty: 769.026428
	Iteration 11Q: 3 clusters Score -154713.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -154724.265625 Penalty: 769.026428
	Iteration 12Q: 3 clusters Score -154724.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154729.609375 Penalty: 769.026428
	Iteration 13Q: 3 clusters Score -154729.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -154731.531250 Penalty: 769.026428
	Iteration 14Q: 3 clusters Score -154731.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -154734.796875 Penalty: 769.026428
	Iteration 15Q: 3 clusters Score -154734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -154735.953125 Penalty: 769.026428
	Iteration 16Q: 3 clusters Score -154736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -154737.781250 Penalty: 769.026428
	Iteration 17Q: 3 clusters Score -154737.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -154738.875000 Penalty: 769.026428
	Iteration 18Q: 3 clusters Score -154738.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -154740.218750 Penalty: 769.026428
	Iteration 19Q: 3 clusters Score -154740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -154741.031250 Penalty: 769.026428
	Iteration 20F: 3 clusters Score -154741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -154742.421875 Penalty: 769.026428
	Iteration 21Q: 3 clusters Score -154742.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -154743.890625 Penalty: 769.026428
	Iteration 22Q: 3 clusters Score -154743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -154743.968750 Penalty: 769.026428
	Iteration 23Q: 3 clusters Score -154744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154743.921875 Penalty: 769.026428
	Iteration 24Q: 3 clusters Score -154743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -154743.921875 Penalty: 769.026428
	Iteration 25F: 3 clusters Score -154743.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Entering Unmasked Estep 
Score: -120239.335938 Penalty: 373.684174
	Iteration 0F: 2 clusters Score -120239.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -117645.179688 Penalty: 747.368347
	Iteration 0F: 3 clusters Score -117645.2 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -118604.898438 Penalty: 747.368347
	Iteration 1F: 3 clusters Score -118604.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -118710.484375 Penalty: 747.368347
	Iteration 2F: 3 clusters Score -118710.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -118810.914062 Penalty: 747.368347
	Iteration 3F: 3 clusters Score -118810.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -118948.437500 Penalty: 747.368347
	Iteration 4F: 3 clusters Score -118948.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -119125.039062 Penalty: 747.368347
	Iteration 5F: 3 clusters Score -119125 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -119348.218750 Penalty: 747.368347
	Iteration 6F: 3 clusters Score -119348.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -119571.203125 Penalty: 747.368347
	Iteration 7F: 3 clusters Score -119571.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -119717.750000 Penalty: 747.368347
	Iteration 8F: 3 clusters Score -119717.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -119799.781250 Penalty: 747.368347
	Iteration 9Q: 3 clusters Score -119799.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -119838.593750 Penalty: 747.368347
	Iteration 10Q: 3 clusters Score -119838.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -119856.507812 Penalty: 747.368347
	Iteration 11Q: 3 clusters Score -119856.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -119867.570312 Penalty: 747.368347
	Iteration 12Q: 3 clusters Score -119867.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -119873.390625 Penalty: 747.368347
	Iteration 13Q: 3 clusters Score -119873.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -119879.945312 Penalty: 747.368347
	Iteration 14Q: 3 clusters Score -119879.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -119886.132812 Penalty: 747.368347
	Iteration 15Q: 3 clusters Score -119886.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -119888.906250 Penalty: 747.368347
	Iteration 16Q: 3 clusters Score -119888.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -119891.273438 Penalty: 747.368347
	Iteration 17Q: 3 clusters Score -119891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -119893.898438 Penalty: 747.368347
	Iteration 18Q: 3 clusters Score -119893.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -119897.335938 Penalty: 747.368347
	Iteration 19Q: 3 clusters Score -119897.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -119898.187500 Penalty: 747.368347
	Iteration 20F: 3 clusters Score -119898.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -119898.976562 Penalty: 747.368347
	Iteration 21Q: 3 clusters Score -119899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -119899.500000 Penalty: 747.368347
	Iteration 22Q: 3 clusters Score -119899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -119899.562500 Penalty: 747.368347
	Iteration 23Q: 3 clusters Score -119899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -119899.781250 Penalty: 747.368347
	Iteration 24Q: 3 clusters Score -119899.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -119899.867188 Penalty: 747.368347
	Iteration 25Q: 3 clusters Score -119899.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -119899.750000 Penalty: 747.368347
	Iteration 26Q: 3 clusters Score -119899.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -119899.953125 Penalty: 747.368347
	Iteration 27Q: 3 clusters Score -119900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -119900.531250 Penalty: 747.368347
	Iteration 28Q: 3 clusters Score -119900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -119900.984375 Penalty: 747.368347
	Iteration 29Q: 3 clusters Score -119901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -119902.835938 Penalty: 747.368347
	Iteration 30Q: 3 clusters Score -119902.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -119903.984375 Penalty: 747.368347
	Iteration 31Q: 3 clusters Score -119904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -119905.507812 Penalty: 747.368347
	Iteration 32Q: 3 clusters Score -119905.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -119906.406250 Penalty: 747.368347
	Iteration 33Q: 3 clusters Score -119906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -119907.625000 Penalty: 747.368347
	Iteration 34Q: 3 clusters Score -119907.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -119908.843750 Penalty: 747.368347
	Iteration 35Q: 3 clusters Score -119908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -119909.257812 Penalty: 747.368347
	Iteration 36Q: 3 clusters Score -119909.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -119909.460938 Penalty: 747.368347
	Iteration 37Q: 3 clusters Score -119909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -119909.429688 Penalty: 747.368347
	Iteration 38Q: 3 clusters Score -119909.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -119909.429688 Penalty: 747.368347
	Iteration 39F: 3 clusters Score -119909.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Entering Unmasked Estep 
Score: -122085.796875 Penalty: 371.666138
	Iteration 0F: 2 clusters Score -122085.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -119640.585938 Penalty: 743.332275
	Iteration 0F: 3 clusters Score -119640.6 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -120573.734375 Penalty: 743.332275
	Iteration 1F: 3 clusters Score -120573.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -120840.609375 Penalty: 743.332275
	Iteration 2F: 3 clusters Score -120840.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -121178.515625 Penalty: 743.332275
	Iteration 3F: 3 clusters Score -121178.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -121537.335938 Penalty: 743.332275
	Iteration 4F: 3 clusters Score -121537.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -121804.625000 Penalty: 743.332275
	Iteration 5F: 3 clusters Score -121804.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -121937.867188 Penalty: 743.332275
	Iteration 6Q: 3 clusters Score -121937.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -122003.679688 Penalty: 743.332275
	Iteration 7Q: 3 clusters Score -122003.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -122028.453125 Penalty: 743.332275
	Iteration 8Q: 3 clusters Score -122028.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -122042.367188 Penalty: 743.332275
	Iteration 9Q: 3 clusters Score -122042.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -122053.125000 Penalty: 743.332275
	Iteration 10Q: 3 clusters Score -122053.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -122058.335938 Penalty: 743.332275
	Iteration 11Q: 3 clusters Score -122058.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -122060.570312 Penalty: 743.332275
	Iteration 12Q: 3 clusters Score -122060.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -122061.976562 Penalty: 743.332275
	Iteration 13Q: 3 clusters Score -122062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -122062.617188 Penalty: 743.332275
	Iteration 14Q: 3 clusters Score -122062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -122062.890625 Penalty: 743.332275
	Iteration 15Q: 3 clusters Score -122062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -122062.890625 Penalty: 743.332275
	Iteration 16F: 3 clusters Score -122062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Entering Unmasked Estep 
Score: -728170.812500 Penalty: 461.315247
	Iteration 0F: 2 clusters Score -728170.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -711300.562500 Penalty: 922.630493
	Iteration 0F: 3 clusters Score -711300.6 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -718643.187500 Penalty: 922.630493
	Iteration 1F: 3 clusters Score -718643.2 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -719129.312500 Penalty: 922.630493
	Iteration 2Q: 3 clusters Score -719129.3 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -719806.000000 Penalty: 922.630493
	Iteration 3F: 3 clusters Score -719806 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -720780.437500 Penalty: 922.630493
	Iteration 4F: 3 clusters Score -720780.4 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -722162.312500 Penalty: 922.630493
	Iteration 5F: 3 clusters Score -722162.3 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -723839.562500 Penalty: 922.630493
	Iteration 6F: 3 clusters Score -723839.6 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -725473.250000 Penalty: 922.630493
	Iteration 7F: 3 clusters Score -725473.2 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -726527.562500 Penalty: 922.630493
	Iteration 8Q: 3 clusters Score -726527.6 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -727003.250000 Penalty: 922.630493
	Iteration 9Q: 3 clusters Score -727003.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -727273.625000 Penalty: 922.630493
	Iteration 10Q: 3 clusters Score -727273.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -727446.750000 Penalty: 922.630493
	Iteration 11Q: 3 clusters Score -727446.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -727548.062500 Penalty: 922.630493
	Iteration 12Q: 3 clusters Score -727548.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -727618.437500 Penalty: 922.630493
	Iteration 13Q: 3 clusters Score -727618.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 24530 members 
Entering Unmasked Estep 
Score: -727666.000000 Penalty: 922.630493
	Iteration 14Q: 3 clusters Score -727666 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -727704.625000 Penalty: 922.630493
	Iteration 15Q: 3 clusters Score -727704.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -727734.875000 Penalty: 922.630493
	Iteration 16Q: 3 clusters Score -727734.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -727767.062500 Penalty: 922.630493
	Iteration 17Q: 3 clusters Score -727767.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -727784.812500 Penalty: 922.630493
	Iteration 18Q: 3 clusters Score -727784.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -727796.750000 Penalty: 922.630493
	Iteration 19Q: 3 clusters Score -727796.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -727809.750000 Penalty: 922.630493
	Iteration 20F: 3 clusters Score -727809.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -727815.937500 Penalty: 922.630493
	Iteration 21Q: 3 clusters Score -727815.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -727822.187500 Penalty: 922.630493
	Iteration 22Q: 3 clusters Score -727822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -727826.125000 Penalty: 922.630493
	Iteration 23Q: 3 clusters Score -727826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -727829.625000 Penalty: 922.630493
	Iteration 24Q: 3 clusters Score -727829.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -727832.562500 Penalty: 922.630493
	Iteration 25Q: 3 clusters Score -727832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -727834.875000 Penalty: 922.630493
	Iteration 26Q: 3 clusters Score -727834.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -727835.000000 Penalty: 922.630493
	Iteration 27Q: 3 clusters Score -727835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -727836.312500 Penalty: 922.630493
	Iteration 28Q: 3 clusters Score -727836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -727837.562500 Penalty: 922.630493
	Iteration 29Q: 3 clusters Score -727837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -727838.312500 Penalty: 922.630493
	Iteration 30Q: 3 clusters Score -727838.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -727840.187500 Penalty: 922.630493
	Iteration 31Q: 3 clusters Score -727840.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -727841.625000 Penalty: 922.630493
	Iteration 32Q: 3 clusters Score -727841.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -727842.375000 Penalty: 922.630493
	Iteration 33Q: 3 clusters Score -727842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -727847.562500 Penalty: 922.630493
	Iteration 34Q: 3 clusters Score -727847.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -727849.937500 Penalty: 922.630493
	Iteration 35Q: 3 clusters Score -727849.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -727851.250000 Penalty: 922.630493
	Iteration 36Q: 3 clusters Score -727851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -727851.500000 Penalty: 922.630493
	Iteration 37Q: 3 clusters Score -727851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -727852.062500 Penalty: 922.630493
	Iteration 38Q: 3 clusters Score -727852.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -727852.750000 Penalty: 922.630493
	Iteration 39Q: 3 clusters Score -727852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -727854.000000 Penalty: 922.630493
	Iteration 40F: 3 clusters Score -727854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -727854.125000 Penalty: 922.630493
	Iteration 41Q: 3 clusters Score -727854.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -727854.375000 Penalty: 922.630493
	Iteration 42Q: 3 clusters Score -727854.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -727854.812500 Penalty: 922.630493
	Iteration 43Q: 3 clusters Score -727854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -727855.125000 Penalty: 922.630493
	Iteration 44Q: 3 clusters Score -727855.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -727855.125000 Penalty: 922.630493
	Iteration 45F: 3 clusters Score -727855.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (218822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218822 members 
Entering Unmasked Estep 
Score: -6519408.000000 Penalty: 559.468628
	Iteration 0F: 2 clusters Score -6519408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109735 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -6370486.000000 Penalty: 1118.937256
	Iteration 0F: 3 clusters Score -6370486 nChanged 107608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121571 members 
Mstep: Class 2 contains 97251 members 
Entering Unmasked Estep 
Score: -6438260.000000 Penalty: 1118.937256
	Iteration 1F: 3 clusters Score -6438260 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126757 members 
Mstep: Class 2 contains 92065 members 
Entering Unmasked Estep 
Score: -6442039.500000 Penalty: 1118.937256
	Iteration 2Q: 3 clusters Score -6442040 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134456 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -6447815.500000 Penalty: 1118.937256
	Iteration 3F: 3 clusters Score -6447816 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145104 members 
Mstep: Class 2 contains 73718 members 
Entering Unmasked Estep 
Score: -6456499.500000 Penalty: 1118.937256
	Iteration 4F: 3 clusters Score -6456500 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157943 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -6468034.500000 Penalty: 1118.937256
	Iteration 5F: 3 clusters Score -6468034 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171076 members 
Mstep: Class 2 contains 47746 members 
Entering Unmasked Estep 
Score: -6480174.000000 Penalty: 1118.937256
	Iteration 6F: 3 clusters Score -6480174 nChanged 12087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -6490102.500000 Penalty: 1118.937256
	Iteration 7F: 3 clusters Score -6490102 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191353 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -6497455.000000 Penalty: 1118.937256
	Iteration 8Q: 3 clusters Score -6497455 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198523 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -6502876.500000 Penalty: 1118.937256
	Iteration 9Q: 3 clusters Score -6502876 nChanged 5855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204342 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -6507276.000000 Penalty: 1118.937256
	Iteration 10Q: 3 clusters Score -6507276 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209076 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -6511047.000000 Penalty: 1118.937256
	Iteration 11Q: 3 clusters Score -6511047 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212738 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6514097.500000 Penalty: 1118.937256
	Iteration 12Q: 3 clusters Score -6514098 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215237 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6516122.000000 Penalty: 1118.937256
	Iteration 13Q: 3 clusters Score -6516122 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216866 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6517428.000000 Penalty: 1118.937256
	Iteration 14Q: 3 clusters Score -6517428 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217809 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6518197.500000 Penalty: 1118.937256
	Iteration 15Q: 3 clusters Score -6518198 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218298 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6518584.000000 Penalty: 1118.937256
	Iteration 16Q: 3 clusters Score -6518584 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218502 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -6518761.500000 Penalty: 1118.937256
	Iteration 17Q: 3 clusters Score -6518762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218595 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6518819.000000 Penalty: 1118.937256
	Iteration 18Q: 3 clusters Score -6518819 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218643 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6518875.000000 Penalty: 1118.937256
	Iteration 19Q: 3 clusters Score -6518875 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218670 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6518917.000000 Penalty: 1118.937256
	Iteration 20F: 3 clusters Score -6518917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218678 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6518930.000000 Penalty: 1118.937256
	Iteration 21Q: 3 clusters Score -6518930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218686 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6518934.000000 Penalty: 1118.937256
	Iteration 22Q: 3 clusters Score -6518934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218691 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -6518937.500000 Penalty: 1118.937256
	Iteration 23Q: 3 clusters Score -6518938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218694 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6518942.500000 Penalty: 1118.937256
	Iteration 24Q: 3 clusters Score -6518942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218697 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -6518951.000000 Penalty: 1118.937256
	Iteration 25Q: 3 clusters Score -6518951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218702 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6518949.500000 Penalty: 1118.937256
	Iteration 26Q: 3 clusters Score -6518950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218703 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6518955.000000 Penalty: 1118.937256
	Iteration 27Q: 3 clusters Score -6518955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218704 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -6518951.000000 Penalty: 1118.937256
	Iteration 28Q: 3 clusters Score -6518951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218705 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -6518956.000000 Penalty: 1118.937256
	Iteration 29Q: 3 clusters Score -6518956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218706 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6518959.500000 Penalty: 1118.937256
	Iteration 30Q: 3 clusters Score -6518960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218708 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -6518958.500000 Penalty: 1118.937256
	Iteration 31Q: 3 clusters Score -6518958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6518961.000000 Penalty: 1118.937256
	Iteration 32Q: 3 clusters Score -6518961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218709 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -6518961.000000 Penalty: 1118.937256
	Iteration 33F: 3 clusters Score -6518961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Entering Unmasked Estep 
Score: -54436.007812 Penalty: 336.728241
	Iteration 0F: 2 clusters Score -54436.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -53231.472656 Penalty: 673.456482
	Iteration 0F: 3 clusters Score -53231.47 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -53613.070312 Penalty: 673.456482
	Iteration 1F: 3 clusters Score -53613.07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -53666.875000 Penalty: 673.456482
	Iteration 2F: 3 clusters Score -53666.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -53706.187500 Penalty: 673.456482
	Iteration 3F: 3 clusters Score -53706.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -53733.957031 Penalty: 673.456482
	Iteration 4Q: 3 clusters Score -53733.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -53761.441406 Penalty: 673.456482
	Iteration 5Q: 3 clusters Score -53761.44 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -53797.378906 Penalty: 673.456482
	Iteration 6Q: 3 clusters Score -53797.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -53840.750000 Penalty: 673.456482
	Iteration 7Q: 3 clusters Score -53840.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -53878.718750 Penalty: 673.456482
	Iteration 8Q: 3 clusters Score -53878.72 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -53912.699219 Penalty: 673.456482
	Iteration 9Q: 3 clusters Score -53912.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -53954.414062 Penalty: 673.456482
	Iteration 10Q: 3 clusters Score -53954.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -53991.027344 Penalty: 673.456482
	Iteration 11Q: 3 clusters Score -53991.03 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -54013.238281 Penalty: 673.456482
	Iteration 12Q: 3 clusters Score -54013.24 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -54035.410156 Penalty: 673.456482
	Iteration 13Q: 3 clusters Score -54035.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -54056.218750 Penalty: 673.456482
	Iteration 14Q: 3 clusters Score -54056.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -54068.667969 Penalty: 673.456482
	Iteration 15Q: 3 clusters Score -54068.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -54073.929688 Penalty: 673.456482
	Iteration 16Q: 3 clusters Score -54073.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -54078.417969 Penalty: 673.456482
	Iteration 17Q: 3 clusters Score -54078.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -54080.027344 Penalty: 673.456482
	Iteration 18Q: 3 clusters Score -54080.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -54080.871094 Penalty: 673.456482
	Iteration 19Q: 3 clusters Score -54080.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54082.066406 Penalty: 673.456482
	Iteration 20F: 3 clusters Score -54082.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54082.429688 Penalty: 673.456482
	Iteration 21Q: 3 clusters Score -54082.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54082.429688 Penalty: 673.456482
	Iteration 22F: 3 clusters Score -54082.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -44507.730469 Penalty: 326.831573
	Iteration 0F: 2 clusters Score -44507.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -43508.269531 Penalty: 653.663147
	Iteration 0F: 3 clusters Score -43508.27 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -43798.050781 Penalty: 653.663147
	Iteration 1F: 3 clusters Score -43798.05 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -43853.726562 Penalty: 653.663147
	Iteration 2F: 3 clusters Score -43853.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -43891.796875 Penalty: 653.663147
	Iteration 3F: 3 clusters Score -43891.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -43923.699219 Penalty: 653.663147
	Iteration 4Q: 3 clusters Score -43923.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -43950.832031 Penalty: 653.663147
	Iteration 5Q: 3 clusters Score -43950.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -43971.042969 Penalty: 653.663147
	Iteration 6Q: 3 clusters Score -43971.04 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -43989.121094 Penalty: 653.663147
	Iteration 7Q: 3 clusters Score -43989.12 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -44009.640625 Penalty: 653.663147
	Iteration 8Q: 3 clusters Score -44009.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -44036.472656 Penalty: 653.663147
	Iteration 9Q: 3 clusters Score -44036.47 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -44056.261719 Penalty: 653.663147
	Iteration 10Q: 3 clusters Score -44056.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -44070.769531 Penalty: 653.663147
	Iteration 11Q: 3 clusters Score -44070.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -44084.476562 Penalty: 653.663147
	Iteration 12Q: 3 clusters Score -44084.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -44095.140625 Penalty: 653.663147
	Iteration 13Q: 3 clusters Score -44095.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -44106.066406 Penalty: 653.663147
	Iteration 14Q: 3 clusters Score -44106.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44117.160156 Penalty: 653.663147
	Iteration 15Q: 3 clusters Score -44117.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44124.375000 Penalty: 653.663147
	Iteration 16Q: 3 clusters Score -44124.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -44127.140625 Penalty: 653.663147
	Iteration 17Q: 3 clusters Score -44127.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -44127.945312 Penalty: 653.663147
	Iteration 18Q: 3 clusters Score -44127.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44129.871094 Penalty: 653.663147
	Iteration 19Q: 3 clusters Score -44129.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44132.195312 Penalty: 653.663147
	Iteration 20F: 3 clusters Score -44132.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44135.148438 Penalty: 653.663147
	Iteration 21Q: 3 clusters Score -44135.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -44136.328125 Penalty: 653.663147
	Iteration 22Q: 3 clusters Score -44136.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -44137.652344 Penalty: 653.663147
	Iteration 23Q: 3 clusters Score -44137.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -44139.816406 Penalty: 653.663147
	Iteration 24Q: 3 clusters Score -44139.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44141.015625 Penalty: 653.663147
	Iteration 25Q: 3 clusters Score -44141.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -44141.214844 Penalty: 653.663147
	Iteration 26Q: 3 clusters Score -44141.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -44141.214844 Penalty: 653.663147
	Iteration 27F: 3 clusters Score -44141.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -6218.532715 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -6218.533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5868.098145 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -5868.098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5934.841797 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -5934.842 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5964.902832 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -5964.903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5981.208008 Penalty: 503.897430
	Iteration 3F: 3 clusters Score -5981.208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5987.391113 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -5987.391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5990.160156 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -5990.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5995.247559 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -5995.248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -6000.465332 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -6000.465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6001.747070 Penalty: 503.897430
	Iteration 8Q: 3 clusters Score -6001.747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6002.608887 Penalty: 503.897430
	Iteration 9Q: 3 clusters Score -6002.609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6002.608887 Penalty: 503.897430
	Iteration 10F: 3 clusters Score -6002.609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -47114.113281 Penalty: 330.065094
	Iteration 0F: 2 clusters Score -47114.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -46066.066406 Penalty: 660.130188
	Iteration 0F: 3 clusters Score -46066.07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -46379.925781 Penalty: 660.130188
	Iteration 1F: 3 clusters Score -46379.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -46443.601562 Penalty: 660.130188
	Iteration 2F: 3 clusters Score -46443.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -46512.070312 Penalty: 660.130188
	Iteration 3F: 3 clusters Score -46512.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -46568.300781 Penalty: 660.130188
	Iteration 4F: 3 clusters Score -46568.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -46602.753906 Penalty: 660.130188
	Iteration 5Q: 3 clusters Score -46602.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -46638.101562 Penalty: 660.130188
	Iteration 6Q: 3 clusters Score -46638.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -46656.214844 Penalty: 660.130188
	Iteration 7Q: 3 clusters Score -46656.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46671.582031 Penalty: 660.130188
	Iteration 8Q: 3 clusters Score -46671.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -46684.308594 Penalty: 660.130188
	Iteration 9Q: 3 clusters Score -46684.31 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46696.718750 Penalty: 660.130188
	Iteration 10Q: 3 clusters Score -46696.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -46703.722656 Penalty: 660.130188
	Iteration 11Q: 3 clusters Score -46703.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -46710.402344 Penalty: 660.130188
	Iteration 12Q: 3 clusters Score -46710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -46717.953125 Penalty: 660.130188
	Iteration 13Q: 3 clusters Score -46717.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -46722.105469 Penalty: 660.130188
	Iteration 14Q: 3 clusters Score -46722.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -46725.839844 Penalty: 660.130188
	Iteration 15Q: 3 clusters Score -46725.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -46729.976562 Penalty: 660.130188
	Iteration 16Q: 3 clusters Score -46729.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -46734.675781 Penalty: 660.130188
	Iteration 17Q: 3 clusters Score -46734.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -46737.636719 Penalty: 660.130188
	Iteration 18Q: 3 clusters Score -46737.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46743.898438 Penalty: 660.130188
	Iteration 19Q: 3 clusters Score -46743.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -46747.394531 Penalty: 660.130188
	Iteration 20F: 3 clusters Score -46747.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46750.117188 Penalty: 660.130188
	Iteration 21Q: 3 clusters Score -46750.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46751.023438 Penalty: 660.130188
	Iteration 22Q: 3 clusters Score -46751.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46752.683594 Penalty: 660.130188
	Iteration 23Q: 3 clusters Score -46752.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -46754.183594 Penalty: 660.130188
	Iteration 24Q: 3 clusters Score -46754.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -46755.011719 Penalty: 660.130188
	Iteration 25Q: 3 clusters Score -46755.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -46755.433594 Penalty: 660.130188
	Iteration 26Q: 3 clusters Score -46755.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -46756.468750 Penalty: 660.130188
	Iteration 27Q: 3 clusters Score -46756.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -46757.117188 Penalty: 660.130188
	Iteration 28Q: 3 clusters Score -46757.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -46757.804688 Penalty: 660.130188
	Iteration 29Q: 3 clusters Score -46757.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46758.976562 Penalty: 660.130188
	Iteration 30Q: 3 clusters Score -46758.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -46760.750000 Penalty: 660.130188
	Iteration 31Q: 3 clusters Score -46760.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -46762.058594 Penalty: 660.130188
	Iteration 32Q: 3 clusters Score -46762.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -46763.640625 Penalty: 660.130188
	Iteration 33Q: 3 clusters Score -46763.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -46764.437500 Penalty: 660.130188
	Iteration 34Q: 3 clusters Score -46764.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -46764.902344 Penalty: 660.130188
	Iteration 35Q: 3 clusters Score -46764.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -46765.191406 Penalty: 660.130188
	Iteration 36Q: 3 clusters Score -46765.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -46765.328125 Penalty: 660.130188
	Iteration 37Q: 3 clusters Score -46765.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46766.968750 Penalty: 660.130188
	Iteration 38Q: 3 clusters Score -46766.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -46770.046875 Penalty: 660.130188
	Iteration 39Q: 3 clusters Score -46770.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -46772.742188 Penalty: 660.130188
	Iteration 40F: 3 clusters Score -46772.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -46774.445312 Penalty: 660.130188
	Iteration 41Q: 3 clusters Score -46774.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -46777.683594 Penalty: 660.130188
	Iteration 42Q: 3 clusters Score -46777.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -46779.394531 Penalty: 660.130188
	Iteration 43Q: 3 clusters Score -46779.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -46781.546875 Penalty: 660.130188
	Iteration 44Q: 3 clusters Score -46781.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -46784.601562 Penalty: 660.130188
	Iteration 45Q: 3 clusters Score -46784.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -46791.277344 Penalty: 660.130188
	Iteration 46Q: 3 clusters Score -46791.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -46798.093750 Penalty: 660.130188
	Iteration 47Q: 3 clusters Score -46798.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -46804.597656 Penalty: 660.130188
	Iteration 48Q: 3 clusters Score -46804.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -46809.960938 Penalty: 660.130188
	Iteration 49Q: 3 clusters Score -46809.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -46812.796875 Penalty: 660.130188
	Iteration 50Q: 3 clusters Score -46812.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -46813.148438 Penalty: 660.130188
	Iteration 51Q: 3 clusters Score -46813.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -46813.148438 Penalty: 660.130188
	Iteration 52F: 3 clusters Score -46813.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -76902.187500 Penalty: 360.380310
	Iteration 0F: 2 clusters Score -76902.19 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 1369 members 
Entering Unmasked Estep 
Score: -75018.906250 Penalty: 720.760620
	Iteration 0F: 3 clusters Score -75018.91 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -75630.921875 Penalty: 720.760620
	Iteration 1F: 3 clusters Score -75630.92 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -75698.273438 Penalty: 720.760620
	Iteration 2F: 3 clusters Score -75698.27 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -75738.914062 Penalty: 720.760620
	Iteration 3F: 3 clusters Score -75738.91 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -75763.265625 Penalty: 720.760620
	Iteration 4Q: 3 clusters Score -75763.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -75786.953125 Penalty: 720.760620
	Iteration 5Q: 3 clusters Score -75786.95 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -75805.500000 Penalty: 720.760620
	Iteration 6Q: 3 clusters Score -75805.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -75819.656250 Penalty: 720.760620
	Iteration 7Q: 3 clusters Score -75819.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -75834.007812 Penalty: 720.760620
	Iteration 8Q: 3 clusters Score -75834.01 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -75853.812500 Penalty: 720.760620
	Iteration 9Q: 3 clusters Score -75853.81 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -75877.843750 Penalty: 720.760620
	Iteration 10Q: 3 clusters Score -75877.84 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -75911.757812 Penalty: 720.760620
	Iteration 11Q: 3 clusters Score -75911.76 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -75952.859375 Penalty: 720.760620
	Iteration 12Q: 3 clusters Score -75952.86 nChanged 98
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: -76025.570312 Penalty: 720.760620
	Iteration 13Q: 3 clusters Score -76025.57 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -76117.757812 Penalty: 720.760620
	Iteration 14Q: 3 clusters Score -76117.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -76214.843750 Penalty: 720.760620
	Iteration 15Q: 3 clusters Score -76214.84 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -76319.843750 Penalty: 720.760620
	Iteration 16Q: 3 clusters Score -76319.84 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -76434.312500 Penalty: 720.760620
	Iteration 17F: 3 clusters Score -76434.31 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -76529.625000 Penalty: 720.760620
	Iteration 18Q: 3 clusters Score -76529.62 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -76616.804688 Penalty: 720.760620
	Iteration 19Q: 3 clusters Score -76616.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -76688.234375 Penalty: 720.760620
	Iteration 20F: 3 clusters Score -76688.23 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -76720.718750 Penalty: 720.760620
	Iteration 21Q: 3 clusters Score -76720.72 nChanged 39
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: -76735.039062 Penalty: 720.760620
	Iteration 22Q: 3 clusters Score -76735.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -76738.843750 Penalty: 720.760620
	Iteration 23Q: 3 clusters Score -76738.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -76742.179688 Penalty: 720.760620
	Iteration 24Q: 3 clusters Score -76742.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -76744.937500 Penalty: 720.760620
	Iteration 25Q: 3 clusters Score -76744.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -76745.867188 Penalty: 720.760620
	Iteration 26Q: 3 clusters Score -76745.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -76746.937500 Penalty: 720.760620
	Iteration 27Q: 3 clusters Score -76746.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -76747.406250 Penalty: 720.760620
	Iteration 28Q: 3 clusters Score -76747.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -76747.437500 Penalty: 720.760620
	Iteration 29Q: 3 clusters Score -76747.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -76747.437500 Penalty: 720.760620
	Iteration 30F: 3 clusters Score -76747.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 369555 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 2304 members 
Mstep: Class 7 contains 12263 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 46548 members 
Mstep: Class 11 contains 4679 members 
Mstep: Class 12 contains 3688 members 
Mstep: Class 13 contains 3528 members 
Mstep: Class 14 contains 25306 members 
Mstep: Class 15 contains 218822 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 1317 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494048.000000 Penalty: 11667.719727
Iteration 159Q: 20 clusters Score -2.149405e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 369283 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 2019 members 
Mstep: Class 9 contains 2988 members 
Mstep: Class 10 contains 46188 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 3408 members 
Mstep: Class 13 contains 3524 members 
Mstep: Class 14 contains 25246 members 
Mstep: Class 15 contains 219952 members 
Mstep: Class 16 contains 1634 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 2760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494244.000000 Penalty: 11667.719727
Iteration 160F: 20 clusters Score -2.149424e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 369040 members 
Mstep: Class 5 contains 2124 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 12624 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 45852 members 
Mstep: Class 11 contains 4686 members 
Mstep: Class 12 contains 3177 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 25217 members 
Mstep: Class 15 contains 220920 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1434 members 
Mstep: Class 20 contains 2763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494564.000000 Penalty: 11667.719727
Iteration 161Q: 20 clusters Score -2.149456e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 368813 members 
Mstep: Class 5 contains 2125 members 
Mstep: Class 6 contains 2300 members 
Mstep: Class 7 contains 12823 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 2480 members 
Mstep: Class 10 contains 45580 members 
Mstep: Class 11 contains 4692 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 13 contains 3518 members 
Mstep: Class 14 contains 25198 members 
Mstep: Class 15 contains 221699 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 1260 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 2770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494758.000000 Penalty: 11667.719727
Iteration 162Q: 20 clusters Score -2.149476e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 368628 members 
Mstep: Class 5 contains 2125 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 13027 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 2262 members 
Mstep: Class 10 contains 45367 members 
Mstep: Class 11 contains 4696 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 3516 members 
Mstep: Class 14 contains 25187 members 
Mstep: Class 15 contains 222340 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1239 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 2775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494928.000000 Penalty: 11667.719727
Iteration 163Q: 20 clusters Score -2.149493e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 368460 members 
Mstep: Class 5 contains 2127 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 13225 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 45183 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 2631 members 
Mstep: Class 13 contains 3511 members 
Mstep: Class 14 contains 25174 members 
Mstep: Class 15 contains 222874 members 
Mstep: Class 16 contains 1618 members 
Mstep: Class 17 contains 1212 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 2782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494946.000000 Penalty: 11667.719727
Iteration 164Q: 20 clusters Score -2.149495e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 368284 members 
Mstep: Class 5 contains 2126 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 13432 members 
Mstep: Class 8 contains 2022 members 
Mstep: Class 9 contains 1919 members 
Mstep: Class 10 contains 45012 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 2509 members 
Mstep: Class 13 contains 3510 members 
Mstep: Class 14 contains 25164 members 
Mstep: Class 15 contains 223329 members 
Mstep: Class 16 contains 1619 members 
Mstep: Class 17 contains 1182 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 2789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495176.000000 Penalty: 11667.719727
Iteration 165Q: 20 clusters Score -2.149518e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 368136 members 
Mstep: Class 5 contains 2128 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 13635 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 1769 members 
Mstep: Class 10 contains 44868 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2406 members 
Mstep: Class 13 contains 3508 members 
Mstep: Class 14 contains 25148 members 
Mstep: Class 15 contains 223699 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 1154 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 2797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495336.000000 Penalty: 11667.719727
Iteration 166Q: 20 clusters Score -2.149534e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367996 members 
Mstep: Class 5 contains 2124 members 
Mstep: Class 6 contains 2277 members 
Mstep: Class 7 contains 13836 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 1626 members 
Mstep: Class 10 contains 44727 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 25146 members 
Mstep: Class 15 contains 224027 members 
Mstep: Class 16 contains 1623 members 
Mstep: Class 17 contains 1138 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1474 members 
Mstep: Class 20 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495498.000000 Penalty: 11667.719727
Iteration 167Q: 20 clusters Score -2.14955e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 367869 members 
Mstep: Class 5 contains 2125 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 14024 members 
Mstep: Class 8 contains 2039 members 
Mstep: Class 9 contains 1514 members 
Mstep: Class 10 contains 44612 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 3495 members 
Mstep: Class 14 contains 25141 members 
Mstep: Class 15 contains 224306 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 1115 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495538.000000 Penalty: 11667.719727
Iteration 168Q: 20 clusters Score -2.149554e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 367760 members 
Mstep: Class 5 contains 2130 members 
Mstep: Class 6 contains 2264 members 
Mstep: Class 7 contains 14187 members 
Mstep: Class 8 contains 2038 members 
Mstep: Class 9 contains 1434 members 
Mstep: Class 10 contains 44521 members 
Mstep: Class 11 contains 4717 members 
Mstep: Class 12 contains 2209 members 
Mstep: Class 13 contains 3490 members 
Mstep: Class 14 contains 25131 members 
Mstep: Class 15 contains 224529 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495582.000000 Penalty: 11667.719727
Iteration 169Q: 20 clusters Score -2.149558e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 1160 members 
Mstep: Class 3 contains 367670 members 
Mstep: Class 5 contains 2133 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 14350 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 1372 members 
Mstep: Class 10 contains 44434 members 
Mstep: Class 11 contains 4715 members 
Mstep: Class 12 contains 2166 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 25121 members 
Mstep: Class 15 contains 224704 members 
Mstep: Class 16 contains 1620 members 
Mstep: Class 17 contains 1070 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495572.000000 Penalty: 11667.719727
Iteration 170Q: 20 clusters Score -2.149557e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367612 members 
Mstep: Class 5 contains 2135 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 14496 members 
Mstep: Class 8 contains 2031 members 
Mstep: Class 9 contains 1320 members 
Mstep: Class 10 contains 44365 members 
Mstep: Class 11 contains 4711 members 
Mstep: Class 12 contains 2113 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 25103 members 
Mstep: Class 15 contains 224844 members 
Mstep: Class 16 contains 1624 members 
Mstep: Class 17 contains 1055 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495554.000000 Penalty: 11667.719727
Iteration 171Q: 20 clusters Score -2.149555e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367573 members 
Mstep: Class 5 contains 2140 members 
Mstep: Class 6 contains 2259 members 
Mstep: Class 7 contains 14646 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 44304 members 
Mstep: Class 11 contains 4708 members 
Mstep: Class 12 contains 2064 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 25083 members 
Mstep: Class 15 contains 224939 members 
Mstep: Class 16 contains 1629 members 
Mstep: Class 17 contains 1047 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495650.000000 Penalty: 11667.719727
Iteration 172Q: 20 clusters Score -2.149565e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367526 members 
Mstep: Class 5 contains 2143 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 14784 members 
Mstep: Class 8 contains 2030 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 44247 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 2026 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 25052 members 
Mstep: Class 15 contains 225027 members 
Mstep: Class 16 contains 1632 members 
Mstep: Class 17 contains 1039 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 2816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495784.000000 Penalty: 11667.719727
Iteration 173Q: 20 clusters Score -2.149578e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367500 members 
Mstep: Class 5 contains 2144 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 14904 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 1199 members 
Mstep: Class 10 contains 44190 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 25016 members 
Mstep: Class 15 contains 225126 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 1024 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495830.000000 Penalty: 11667.719727
Iteration 174Q: 20 clusters Score -2.149583e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367450 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 2269 members 
Mstep: Class 7 contains 15010 members 
Mstep: Class 8 contains 2023 members 
Mstep: Class 9 contains 1175 members 
Mstep: Class 10 contains 44132 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 3473 members 
Mstep: Class 14 contains 24991 members 
Mstep: Class 15 contains 225219 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 1014 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 2817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495856.000000 Penalty: 11667.719727
Iteration 175Q: 20 clusters Score -2.149586e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367390 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 15100 members 
Mstep: Class 8 contains 2025 members 
Mstep: Class 9 contains 1149 members 
Mstep: Class 10 contains 44093 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 1922 members 
Mstep: Class 13 contains 3471 members 
Mstep: Class 14 contains 24973 members 
Mstep: Class 15 contains 225313 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 1011 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495876.000000 Penalty: 11667.719727
Iteration 176Q: 20 clusters Score -2.149588e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367355 members 
Mstep: Class 5 contains 2146 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 15203 members 
Mstep: Class 8 contains 2027 members 
Mstep: Class 9 contains 1125 members 
Mstep: Class 10 contains 44061 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 1896 members 
Mstep: Class 13 contains 3467 members 
Mstep: Class 14 contains 24955 members 
Mstep: Class 15 contains 225358 members 
Mstep: Class 16 contains 1641 members 
Mstep: Class 17 contains 1002 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495946.000000 Penalty: 11667.719727
Iteration 177Q: 20 clusters Score -2.149595e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 367347 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 15289 members 
Mstep: Class 8 contains 2026 members 
Mstep: Class 9 contains 1108 members 
Mstep: Class 10 contains 44031 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1868 members 
Mstep: Class 13 contains 3463 members 
Mstep: Class 14 contains 24936 members 
Mstep: Class 15 contains 225394 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 995 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495922.000000 Penalty: 11667.719727
Iteration 178Q: 20 clusters Score -2.149592e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 367324 members 
Mstep: Class 5 contains 2149 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 15373 members 
Mstep: Class 8 contains 2029 members 
Mstep: Class 9 contains 1096 members 
Mstep: Class 10 contains 44010 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 1839 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 24925 members 
Mstep: Class 15 contains 225417 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 989 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1485 members 
Mstep: Class 20 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496000.000000 Penalty: 11667.719727
Iteration 179Q: 20 clusters Score -2.1496e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367298 members 
Mstep: Class 5 contains 2151 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 15451 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 1082 members 
Mstep: Class 10 contains 43996 members 
Mstep: Class 11 contains 4700 members 
Mstep: Class 12 contains 1828 members 
Mstep: Class 13 contains 3461 members 
Mstep: Class 14 contains 24911 members 
Mstep: Class 15 contains 225417 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 990 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496024.000000 Penalty: 11667.719727
Iteration 180F: 20 clusters Score -2.149602e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367285 members 
Mstep: Class 5 contains 2155 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 1065 members 
Mstep: Class 10 contains 43986 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1808 members 
Mstep: Class 13 contains 3459 members 
Mstep: Class 14 contains 24895 members 
Mstep: Class 15 contains 225440 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 988 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496026.000000 Penalty: 11667.719727
Iteration 181Q: 20 clusters Score -2.149603e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367265 members 
Mstep: Class 5 contains 2159 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 2035 members 
Mstep: Class 9 contains 1056 members 
Mstep: Class 10 contains 43981 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1786 members 
Mstep: Class 13 contains 3456 members 
Mstep: Class 14 contains 24881 members 
Mstep: Class 15 contains 225457 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496022.000000 Penalty: 11667.719727
Iteration 182Q: 20 clusters Score -2.149602e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23885 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367245 members 
Mstep: Class 5 contains 2160 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 15602 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 1052 members 
Mstep: Class 10 contains 43975 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1771 members 
Mstep: Class 13 contains 3454 members 
Mstep: Class 14 contains 24874 members 
Mstep: Class 15 contains 225467 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 986 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496024.000000 Penalty: 11667.719727
Iteration 183Q: 20 clusters Score -2.149602e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367236 members 
Mstep: Class 5 contains 2162 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 15632 members 
Mstep: Class 8 contains 2033 members 
Mstep: Class 9 contains 1053 members 
Mstep: Class 10 contains 43973 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 3448 members 
Mstep: Class 14 contains 24859 members 
Mstep: Class 15 contains 225473 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 983 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495980.000000 Penalty: 11667.719727
Iteration 184Q: 20 clusters Score -2.149598e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367221 members 
Mstep: Class 5 contains 2164 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 15661 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 1054 members 
Mstep: Class 10 contains 43973 members 
Mstep: Class 11 contains 4697 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 24840 members 
Mstep: Class 15 contains 225480 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496024.000000 Penalty: 11667.719727
Iteration 185Q: 20 clusters Score -2.149602e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367210 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 15689 members 
Mstep: Class 8 contains 2036 members 
Mstep: Class 9 contains 1049 members 
Mstep: Class 10 contains 43975 members 
Mstep: Class 11 contains 4697 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24823 members 
Mstep: Class 15 contains 225487 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 981 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496070.000000 Penalty: 11667.719727
Iteration 186Q: 20 clusters Score -2.149607e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367202 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 15711 members 
Mstep: Class 8 contains 2038 members 
Mstep: Class 9 contains 1043 members 
Mstep: Class 10 contains 43974 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 225503 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 980 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496068.000000 Penalty: 11667.719727
Iteration 187Q: 20 clusters Score -2.149607e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367197 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 2273 members 
Mstep: Class 7 contains 15733 members 
Mstep: Class 8 contains 2040 members 
Mstep: Class 9 contains 1038 members 
Mstep: Class 10 contains 43973 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24789 members 
Mstep: Class 15 contains 225507 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 975 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496042.000000 Penalty: 11667.719727
Iteration 188Q: 20 clusters Score -2.149604e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367189 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 15748 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 1024 members 
Mstep: Class 10 contains 43974 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24776 members 
Mstep: Class 15 contains 225520 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 970 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496022.000000 Penalty: 11667.719727
Iteration 189Q: 20 clusters Score -2.149602e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 367190 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 2280 members 
Mstep: Class 7 contains 15760 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 43978 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24761 members 
Mstep: Class 15 contains 225523 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 963 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496038.000000 Penalty: 11667.719727
Iteration 190Q: 20 clusters Score -2.149604e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367187 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 43980 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 15 contains 225527 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 959 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496062.000000 Penalty: 11667.719727
Iteration 191Q: 20 clusters Score -2.149606e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367181 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15771 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 43981 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1740 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 15 contains 225534 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496028.000000 Penalty: 11667.719727
Iteration 192Q: 20 clusters Score -2.149603e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367177 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 15774 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 43979 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24751 members 
Mstep: Class 15 contains 225532 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495994.000000 Penalty: 11667.719727
Iteration 193Q: 20 clusters Score -2.149599e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367174 members 
Mstep: Class 5 contains 2168 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15777 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 43979 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24753 members 
Mstep: Class 15 contains 225536 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 957 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495992.000000 Penalty: 11667.719727
Iteration 194Q: 20 clusters Score -2.149599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367171 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15780 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 43982 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1741 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24751 members 
Mstep: Class 15 contains 225536 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495994.000000 Penalty: 11667.719727
Iteration 195Q: 20 clusters Score -2.149599e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367168 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15786 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1020 members 
Mstep: Class 10 contains 43984 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24750 members 
Mstep: Class 15 contains 225533 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495994.000000 Penalty: 11667.719727
Iteration 196Q: 20 clusters Score -2.149599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367162 members 
Mstep: Class 5 contains 2169 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15794 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 43986 members 
Mstep: Class 11 contains 4701 members 
Mstep: Class 12 contains 1734 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24750 members 
Mstep: Class 15 contains 225530 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496008.000000 Penalty: 11667.719727
Iteration 197Q: 20 clusters Score -2.149601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367160 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15806 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 43987 members 
Mstep: Class 11 contains 4701 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24751 members 
Mstep: Class 15 contains 225524 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495978.000000 Penalty: 11667.719727
Iteration 198Q: 20 clusters Score -2.149598e+07 nChanged 39
Entering ConstructFrom: 
Score: -21495978.000000 Penalty: 11667.719727
Entering ConstructFrom: 
Trying to split cluster 1 (23877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Entering Unmasked Estep 
Score: -764261.125000 Penalty: 458.670532
	Iteration 0F: 2 clusters Score -764261.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -748240.687500 Penalty: 917.341064
	Iteration 0F: 3 clusters Score -748240.7 nChanged 11385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -755292.000000 Penalty: 917.341064
	Iteration 1F: 3 clusters Score -755292 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -756109.562500 Penalty: 917.341064
	Iteration 2F: 3 clusters Score -756109.6 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -757404.375000 Penalty: 917.341064
	Iteration 3F: 3 clusters Score -757404.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -759200.687500 Penalty: 917.341064
	Iteration 4F: 3 clusters Score -759200.7 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -761014.250000 Penalty: 917.341064
	Iteration 5F: 3 clusters Score -761014.2 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -762319.187500 Penalty: 917.341064
	Iteration 6F: 3 clusters Score -762319.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -763106.187500 Penalty: 917.341064
	Iteration 7Q: 3 clusters Score -763106.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -763413.125000 Penalty: 917.341064
	Iteration 8Q: 3 clusters Score -763413.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -763575.812500 Penalty: 917.341064
	Iteration 9Q: 3 clusters Score -763575.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -763666.750000 Penalty: 917.341064
	Iteration 10Q: 3 clusters Score -763666.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -763718.562500 Penalty: 917.341064
	Iteration 11Q: 3 clusters Score -763718.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -763758.312500 Penalty: 917.341064
	Iteration 12Q: 3 clusters Score -763758.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -763787.687500 Penalty: 917.341064
	Iteration 13Q: 3 clusters Score -763787.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -763808.687500 Penalty: 917.341064
	Iteration 14Q: 3 clusters Score -763808.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -763826.875000 Penalty: 917.341064
	Iteration 15Q: 3 clusters Score -763826.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -763838.500000 Penalty: 917.341064
	Iteration 16Q: 3 clusters Score -763838.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -763845.937500 Penalty: 917.341064
	Iteration 17Q: 3 clusters Score -763845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -763850.437500 Penalty: 917.341064
	Iteration 18Q: 3 clusters Score -763850.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -763852.000000 Penalty: 917.341064
	Iteration 19Q: 3 clusters Score -763852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -763853.187500 Penalty: 917.341064
	Iteration 20F: 3 clusters Score -763853.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -763853.375000 Penalty: 917.341064
	Iteration 21Q: 3 clusters Score -763853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -763856.375000 Penalty: 917.341064
	Iteration 22Q: 3 clusters Score -763856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -763858.875000 Penalty: 917.341064
	Iteration 23Q: 3 clusters Score -763858.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -763863.375000 Penalty: 917.341064
	Iteration 24Q: 3 clusters Score -763863.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -763866.125000 Penalty: 917.341064
	Iteration 25Q: 3 clusters Score -763866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -763869.500000 Penalty: 917.341064
	Iteration 26Q: 3 clusters Score -763869.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -763870.187500 Penalty: 917.341064
	Iteration 27Q: 3 clusters Score -763870.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -763870.437500 Penalty: 917.341064
	Iteration 28Q: 3 clusters Score -763870.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -763870.437500 Penalty: 917.341064
	Iteration 29F: 3 clusters Score -763870.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -36957.695312 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -36957.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -36046.871094 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -36046.87 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36308.164062 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -36308.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -36355.945312 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -36355.95 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -36386.234375 Penalty: 642.425171
	Iteration 3Q: 3 clusters Score -36386.23 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36416.496094 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -36416.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -36445.847656 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -36445.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -36463.261719 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -36463.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -36474.148438 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -36474.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -36483.671875 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -36483.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -36493.156250 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -36493.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -36500.050781 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -36500.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -36506.078125 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -36506.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -36513.628906 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -36513.63 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -36526.109375 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -36526.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -36537.937500 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -36537.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -36554.062500 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -36554.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -36576.386719 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -36576.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -36592.257812 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -36592.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36604.187500 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -36604.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -36613.539062 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -36613.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -36620.210938 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -36620.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36629.417969 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -36629.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -36635.746094 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -36635.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -36639.023438 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -36639.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -36640.031250 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -36640.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -36641.285156 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -36641.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -36641.941406 Penalty: 642.425171
	Iteration 26Q: 3 clusters Score -36641.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -36643.785156 Penalty: 642.425171
	Iteration 27Q: 3 clusters Score -36643.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -36645.453125 Penalty: 642.425171
	Iteration 28Q: 3 clusters Score -36645.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -36647.003906 Penalty: 642.425171
	Iteration 29Q: 3 clusters Score -36647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -36648.144531 Penalty: 642.425171
	Iteration 30Q: 3 clusters Score -36648.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -36649.367188 Penalty: 642.425171
	Iteration 31Q: 3 clusters Score -36649.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -36651.773438 Penalty: 642.425171
	Iteration 32Q: 3 clusters Score -36651.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -36655.652344 Penalty: 642.425171
	Iteration 33Q: 3 clusters Score -36655.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36658.011719 Penalty: 642.425171
	Iteration 34Q: 3 clusters Score -36658.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -36663.996094 Penalty: 642.425171
	Iteration 35Q: 3 clusters Score -36664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36667.808594 Penalty: 642.425171
	Iteration 36Q: 3 clusters Score -36667.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -36672.496094 Penalty: 642.425171
	Iteration 37Q: 3 clusters Score -36672.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -36676.398438 Penalty: 642.425171
	Iteration 38Q: 3 clusters Score -36676.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -36679.906250 Penalty: 642.425171
	Iteration 39Q: 3 clusters Score -36679.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -36681.933594 Penalty: 642.425171
	Iteration 40F: 3 clusters Score -36681.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36683.222656 Penalty: 642.425171
	Iteration 41Q: 3 clusters Score -36683.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36683.648438 Penalty: 642.425171
	Iteration 42Q: 3 clusters Score -36683.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -36683.921875 Penalty: 642.425171
	Iteration 43Q: 3 clusters Score -36683.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36684.308594 Penalty: 642.425171
	Iteration 44Q: 3 clusters Score -36684.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36684.308594 Penalty: 642.425171
	Iteration 45F: 3 clusters Score -36684.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (367156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367156 members 
Entering Unmasked Estep 
Score: -11584661.000000 Penalty: 583.016174
	Iteration 0F: 2 clusters Score -1.158466e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183484 members 
Mstep: Class 2 contains 183672 members 
Entering Unmasked Estep 
Score: -11334048.000000 Penalty: 1166.032349
	Iteration 0F: 3 clusters Score -1.133405e+07 nChanged 181576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177550 members 
Mstep: Class 2 contains 189606 members 
Entering Unmasked Estep 
Score: -11449146.000000 Penalty: 1166.032349
	Iteration 1F: 3 clusters Score -1.144915e+07 nChanged 15124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174600 members 
Mstep: Class 2 contains 192556 members 
Entering Unmasked Estep 
Score: -11455998.000000 Penalty: 1166.032349
	Iteration 2Q: 3 clusters Score -1.1456e+07 nChanged 18785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170277 members 
Mstep: Class 2 contains 196879 members 
Entering Unmasked Estep 
Score: -11467972.000000 Penalty: 1166.032349
	Iteration 3F: 3 clusters Score -1.146797e+07 nChanged 22731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164854 members 
Mstep: Class 2 contains 202302 members 
Entering Unmasked Estep 
Score: -11486216.000000 Penalty: 1166.032349
	Iteration 4F: 3 clusters Score -1.148622e+07 nChanged 24717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159257 members 
Mstep: Class 2 contains 207899 members 
Entering Unmasked Estep 
Score: -11505667.000000 Penalty: 1166.032349
	Iteration 5F: 3 clusters Score -1.150567e+07 nChanged 20851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154714 members 
Mstep: Class 2 contains 212442 members 
Entering Unmasked Estep 
Score: -11516407.000000 Penalty: 1166.032349
	Iteration 6F: 3 clusters Score -1.151641e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150729 members 
Mstep: Class 2 contains 216427 members 
Entering Unmasked Estep 
Score: -11519788.000000 Penalty: 1166.032349
	Iteration 7Q: 3 clusters Score -1.151979e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146914 members 
Mstep: Class 2 contains 220242 members 
Entering Unmasked Estep 
Score: -11521161.000000 Penalty: 1166.032349
	Iteration 8Q: 3 clusters Score -1.152116e+07 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142998 members 
Mstep: Class 2 contains 224158 members 
Entering Unmasked Estep 
Score: -11522089.000000 Penalty: 1166.032349
	Iteration 9Q: 3 clusters Score -1.152209e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138760 members 
Mstep: Class 2 contains 228396 members 
Entering Unmasked Estep 
Score: -11523073.000000 Penalty: 1166.032349
	Iteration 10Q: 3 clusters Score -1.152307e+07 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134264 members 
Mstep: Class 2 contains 232892 members 
Entering Unmasked Estep 
Score: -11524127.000000 Penalty: 1166.032349
	Iteration 11Q: 3 clusters Score -1.152413e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129372 members 
Mstep: Class 2 contains 237784 members 
Entering Unmasked Estep 
Score: -11525443.000000 Penalty: 1166.032349
	Iteration 12Q: 3 clusters Score -1.152544e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124114 members 
Mstep: Class 2 contains 243042 members 
Entering Unmasked Estep 
Score: -11527008.000000 Penalty: 1166.032349
	Iteration 13Q: 3 clusters Score -1.152701e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118451 members 
Mstep: Class 2 contains 248705 members 
Entering Unmasked Estep 
Score: -11528588.000000 Penalty: 1166.032349
	Iteration 14Q: 3 clusters Score -1.152859e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112375 members 
Mstep: Class 2 contains 254781 members 
Entering Unmasked Estep 
Score: -11530717.000000 Penalty: 1166.032349
	Iteration 15Q: 3 clusters Score -1.153072e+07 nChanged 6683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105982 members 
Mstep: Class 2 contains 261174 members 
Entering Unmasked Estep 
Score: -11532977.000000 Penalty: 1166.032349
	Iteration 16Q: 3 clusters Score -1.153298e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99230 members 
Mstep: Class 2 contains 267926 members 
Entering Unmasked Estep 
Score: -11535560.000000 Penalty: 1166.032349
	Iteration 17Q: 3 clusters Score -1.153556e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92173 members 
Mstep: Class 2 contains 274983 members 
Entering Unmasked Estep 
Score: -11538495.000000 Penalty: 1166.032349
	Iteration 18Q: 3 clusters Score -1.15385e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84878 members 
Mstep: Class 2 contains 282278 members 
Entering Unmasked Estep 
Score: -11541609.000000 Penalty: 1166.032349
	Iteration 19Q: 3 clusters Score -1.154161e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77560 members 
Mstep: Class 2 contains 289596 members 
Entering Unmasked Estep 
Score: -11545218.000000 Penalty: 1166.032349
	Iteration 20F: 3 clusters Score -1.154522e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 296986 members 
Entering Unmasked Estep 
Score: -11549054.000000 Penalty: 1166.032349
	Iteration 21Q: 3 clusters Score -1.154905e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62989 members 
Mstep: Class 2 contains 304167 members 
Entering Unmasked Estep 
Score: -11553069.000000 Penalty: 1166.032349
	Iteration 22Q: 3 clusters Score -1.155307e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56093 members 
Mstep: Class 2 contains 311063 members 
Entering Unmasked Estep 
Score: -11557178.000000 Penalty: 1166.032349
	Iteration 23Q: 3 clusters Score -1.155718e+07 nChanged 6628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 317451 members 
Entering Unmasked Estep 
Score: -11560894.000000 Penalty: 1166.032349
	Iteration 24Q: 3 clusters Score -1.156089e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 323271 members 
Entering Unmasked Estep 
Score: -11564367.000000 Penalty: 1166.032349
	Iteration 25Q: 3 clusters Score -1.156437e+07 nChanged 5428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 328531 members 
Entering Unmasked Estep 
Score: -11567587.000000 Penalty: 1166.032349
	Iteration 26Q: 3 clusters Score -1.156759e+07 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 333125 members 
Entering Unmasked Estep 
Score: -11570305.000000 Penalty: 1166.032349
	Iteration 27Q: 3 clusters Score -1.15703e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29914 members 
Mstep: Class 2 contains 337242 members 
Entering Unmasked Estep 
Score: -11572681.000000 Penalty: 1166.032349
	Iteration 28Q: 3 clusters Score -1.157268e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26181 members 
Mstep: Class 2 contains 340975 members 
Entering Unmasked Estep 
Score: -11574597.000000 Penalty: 1166.032349
	Iteration 29Q: 3 clusters Score -1.15746e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 344234 members 
Entering Unmasked Estep 
Score: -11576275.000000 Penalty: 1166.032349
	Iteration 30Q: 3 clusters Score -1.157628e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 346995 members 
Entering Unmasked Estep 
Score: -11577703.000000 Penalty: 1166.032349
	Iteration 31Q: 3 clusters Score -1.15777e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 349457 members 
Entering Unmasked Estep 
Score: -11578865.000000 Penalty: 1166.032349
	Iteration 32Q: 3 clusters Score -1.157886e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 351580 members 
Entering Unmasked Estep 
Score: -11579770.000000 Penalty: 1166.032349
	Iteration 33Q: 3 clusters Score -1.157977e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 353367 members 
Entering Unmasked Estep 
Score: -11580440.000000 Penalty: 1166.032349
	Iteration 34Q: 3 clusters Score -1.158044e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 354943 members 
Entering Unmasked Estep 
Score: -11581024.000000 Penalty: 1166.032349
	Iteration 35Q: 3 clusters Score -1.158102e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 356338 members 
Entering Unmasked Estep 
Score: -11581570.000000 Penalty: 1166.032349
	Iteration 36Q: 3 clusters Score -1.158157e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 357539 members 
Entering Unmasked Estep 
Score: -11581975.000000 Penalty: 1166.032349
	Iteration 37Q: 3 clusters Score -1.158198e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 358578 members 
Entering Unmasked Estep 
Score: -11582296.000000 Penalty: 1166.032349
	Iteration 38Q: 3 clusters Score -1.15823e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 359498 members 
Entering Unmasked Estep 
Score: -11582540.000000 Penalty: 1166.032349
	Iteration 39Q: 3 clusters Score -1.158254e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 360341 members 
Entering Unmasked Estep 
Score: -11582847.000000 Penalty: 1166.032349
	Iteration 40F: 3 clusters Score -1.158285e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 361077 members 
Entering Unmasked Estep 
Score: -11583008.000000 Penalty: 1166.032349
	Iteration 41Q: 3 clusters Score -1.158301e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 361701 members 
Entering Unmasked Estep 
Score: -11583208.000000 Penalty: 1166.032349
	Iteration 42Q: 3 clusters Score -1.158321e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 362239 members 
Entering Unmasked Estep 
Score: -11583345.000000 Penalty: 1166.032349
	Iteration 43Q: 3 clusters Score -1.158334e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 362700 members 
Entering Unmasked Estep 
Score: -11583449.000000 Penalty: 1166.032349
	Iteration 44Q: 3 clusters Score -1.158345e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 363103 members 
Entering Unmasked Estep 
Score: -11583526.000000 Penalty: 1166.032349
	Iteration 45Q: 3 clusters Score -1.158353e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 363470 members 
Entering Unmasked Estep 
Score: -11583643.000000 Penalty: 1166.032349
	Iteration 46Q: 3 clusters Score -1.158364e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 363776 members 
Entering Unmasked Estep 
Score: -11583706.000000 Penalty: 1166.032349
	Iteration 47Q: 3 clusters Score -1.158371e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 364054 members 
Entering Unmasked Estep 
Score: -11583728.000000 Penalty: 1166.032349
	Iteration 48Q: 3 clusters Score -1.158373e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 364286 members 
Entering Unmasked Estep 
Score: -11583782.000000 Penalty: 1166.032349
	Iteration 49Q: 3 clusters Score -1.158378e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 364482 members 
Entering Unmasked Estep 
Score: -11583835.000000 Penalty: 1166.032349
	Iteration 50Q: 3 clusters Score -1.158384e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 364650 members 
Entering Unmasked Estep 
Score: -11583882.000000 Penalty: 1166.032349
	Iteration 51Q: 3 clusters Score -1.158388e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 364808 members 
Entering Unmasked Estep 
Score: -11583932.000000 Penalty: 1166.032349
	Iteration 52Q: 3 clusters Score -1.158393e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 364948 members 
Entering Unmasked Estep 
Score: -11583960.000000 Penalty: 1166.032349
	Iteration 53Q: 3 clusters Score -1.158396e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 365075 members 
Entering Unmasked Estep 
Score: -11584000.000000 Penalty: 1166.032349
	Iteration 54Q: 3 clusters Score -1.1584e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 365176 members 
Entering Unmasked Estep 
Score: -11584005.000000 Penalty: 1166.032349
	Iteration 55Q: 3 clusters Score -1.1584e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 365260 members 
Entering Unmasked Estep 
Score: -11584002.000000 Penalty: 1166.032349
	Iteration 56Q: 3 clusters Score -1.1584e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 365347 members 
Entering Unmasked Estep 
Score: -11584028.000000 Penalty: 1166.032349
	Iteration 57Q: 3 clusters Score -1.158403e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 365422 members 
Entering Unmasked Estep 
Score: -11584045.000000 Penalty: 1166.032349
	Iteration 58Q: 3 clusters Score -1.158404e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 365478 members 
Entering Unmasked Estep 
Score: -11584047.000000 Penalty: 1166.032349
	Iteration 59Q: 3 clusters Score -1.158405e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 365542 members 
Entering Unmasked Estep 
Score: -11584056.000000 Penalty: 1166.032349
	Iteration 60F: 3 clusters Score -1.158406e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 365598 members 
Entering Unmasked Estep 
Score: -11584066.000000 Penalty: 1166.032349
	Iteration 61Q: 3 clusters Score -1.158407e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 365648 members 
Entering Unmasked Estep 
Score: -11584078.000000 Penalty: 1166.032349
	Iteration 62Q: 3 clusters Score -1.158408e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 365699 members 
Entering Unmasked Estep 
Score: -11584100.000000 Penalty: 1166.032349
	Iteration 63Q: 3 clusters Score -1.15841e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 365752 members 
Entering Unmasked Estep 
Score: -11584125.000000 Penalty: 1166.032349
	Iteration 64Q: 3 clusters Score -1.158412e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 365795 members 
Entering Unmasked Estep 
Score: -11584129.000000 Penalty: 1166.032349
	Iteration 65Q: 3 clusters Score -1.158413e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 365842 members 
Entering Unmasked Estep 
Score: -11584146.000000 Penalty: 1166.032349
	Iteration 66Q: 3 clusters Score -1.158415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 365891 members 
Entering Unmasked Estep 
Score: -11584156.000000 Penalty: 1166.032349
	Iteration 67Q: 3 clusters Score -1.158416e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 365935 members 
Entering Unmasked Estep 
Score: -11584175.000000 Penalty: 1166.032349
	Iteration 68Q: 3 clusters Score -1.158418e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 365972 members 
Entering Unmasked Estep 
Score: -11584171.000000 Penalty: 1166.032349
	Iteration 69Q: 3 clusters Score -1.158417e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 366008 members 
Entering Unmasked Estep 
Score: -11584188.000000 Penalty: 1166.032349
	Iteration 70Q: 3 clusters Score -1.158419e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 366045 members 
Entering Unmasked Estep 
Score: -11584184.000000 Penalty: 1166.032349
	Iteration 71Q: 3 clusters Score -1.158418e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 366080 members 
Entering Unmasked Estep 
Score: -11584182.000000 Penalty: 1166.032349
	Iteration 72Q: 3 clusters Score -1.158418e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 366114 members 
Entering Unmasked Estep 
Score: -11584194.000000 Penalty: 1166.032349
	Iteration 73Q: 3 clusters Score -1.158419e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 366148 members 
Entering Unmasked Estep 
Score: -11584196.000000 Penalty: 1166.032349
	Iteration 74Q: 3 clusters Score -1.15842e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 366180 members 
Entering Unmasked Estep 
Score: -11584210.000000 Penalty: 1166.032349
	Iteration 75Q: 3 clusters Score -1.158421e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 366214 members 
Entering Unmasked Estep 
Score: -11584221.000000 Penalty: 1166.032349
	Iteration 76Q: 3 clusters Score -1.158422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 366238 members 
Entering Unmasked Estep 
Score: -11584223.000000 Penalty: 1166.032349
	Iteration 77Q: 3 clusters Score -1.158422e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 366250 members 
Entering Unmasked Estep 
Score: -11584236.000000 Penalty: 1166.032349
	Iteration 78Q: 3 clusters Score -1.158424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 366257 members 
Entering Unmasked Estep 
Score: -11584236.000000 Penalty: 1166.032349
	Iteration 79Q: 3 clusters Score -1.158424e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 366266 members 
Entering Unmasked Estep 
Score: -11584236.000000 Penalty: 1166.032349
	Iteration 80F: 3 clusters Score -1.158424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 366271 members 
Entering Unmasked Estep 
Score: -11584237.000000 Penalty: 1166.032349
	Iteration 81Q: 3 clusters Score -1.158424e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 366279 members 
Entering Unmasked Estep 
Score: -11584236.000000 Penalty: 1166.032349
	Iteration 82Q: 3 clusters Score -1.158424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 366282 members 
Entering Unmasked Estep 
Score: -11584240.000000 Penalty: 1166.032349
	Iteration 83Q: 3 clusters Score -1.158424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 366284 members 
Entering Unmasked Estep 
Score: -11584240.000000 Penalty: 1166.032349
	Iteration 84Q: 3 clusters Score -1.158424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 366284 members 
Entering Unmasked Estep 
Score: -11584240.000000 Penalty: 1166.032349
	Iteration 85F: 3 clusters Score -1.158424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -72227.351562 Penalty: 349.552948
	Iteration 0F: 2 clusters Score -72227.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -70649.695312 Penalty: 699.105896
	Iteration 0F: 3 clusters Score -70649.7 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -71128.945312 Penalty: 699.105896
	Iteration 1F: 3 clusters Score -71128.95 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -71238.187500 Penalty: 699.105896
	Iteration 2F: 3 clusters Score -71238.19 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -71334.460938 Penalty: 699.105896
	Iteration 3F: 3 clusters Score -71334.46 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -71439.515625 Penalty: 699.105896
	Iteration 4F: 3 clusters Score -71439.52 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -71559.687500 Penalty: 699.105896
	Iteration 5F: 3 clusters Score -71559.69 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -71649.320312 Penalty: 699.105896
	Iteration 6F: 3 clusters Score -71649.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -71707.492188 Penalty: 699.105896
	Iteration 7Q: 3 clusters Score -71707.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -71750.164062 Penalty: 699.105896
	Iteration 8Q: 3 clusters Score -71750.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -71775.539062 Penalty: 699.105896
	Iteration 9Q: 3 clusters Score -71775.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -71787.000000 Penalty: 699.105896
	Iteration 10Q: 3 clusters Score -71787 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -71793.445312 Penalty: 699.105896
	Iteration 11Q: 3 clusters Score -71793.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -71798.968750 Penalty: 699.105896
	Iteration 12Q: 3 clusters Score -71798.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -71801.867188 Penalty: 699.105896
	Iteration 13Q: 3 clusters Score -71801.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -71804.710938 Penalty: 699.105896
	Iteration 14Q: 3 clusters Score -71804.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -71808.617188 Penalty: 699.105896
	Iteration 15Q: 3 clusters Score -71808.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -71810.679688 Penalty: 699.105896
	Iteration 16Q: 3 clusters Score -71810.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -71813.187500 Penalty: 699.105896
	Iteration 17Q: 3 clusters Score -71813.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -71814.406250 Penalty: 699.105896
	Iteration 18Q: 3 clusters Score -71814.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -71815.789062 Penalty: 699.105896
	Iteration 19Q: 3 clusters Score -71815.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -71816.234375 Penalty: 699.105896
	Iteration 20F: 3 clusters Score -71816.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -71816.507812 Penalty: 699.105896
	Iteration 21Q: 3 clusters Score -71816.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -71816.484375 Penalty: 699.105896
	Iteration 22Q: 3 clusters Score -71816.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -71816.484375 Penalty: 699.105896
	Iteration 23F: 3 clusters Score -71816.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Entering Unmasked Estep 
Score: -78522.335938 Penalty: 351.882599
	Iteration 0F: 2 clusters Score -78522.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -76925.078125 Penalty: 703.765198
	Iteration 0F: 3 clusters Score -76925.08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -77411.640625 Penalty: 703.765198
	Iteration 1F: 3 clusters Score -77411.64 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -77482.882812 Penalty: 703.765198
	Iteration 2F: 3 clusters Score -77482.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -77539.398438 Penalty: 703.765198
	Iteration 3F: 3 clusters Score -77539.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -77608.359375 Penalty: 703.765198
	Iteration 4Q: 3 clusters Score -77608.36 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -77682.406250 Penalty: 703.765198
	Iteration 5Q: 3 clusters Score -77682.41 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -77738.992188 Penalty: 703.765198
	Iteration 6Q: 3 clusters Score -77738.99 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -77805.335938 Penalty: 703.765198
	Iteration 7Q: 3 clusters Score -77805.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -77849.015625 Penalty: 703.765198
	Iteration 8Q: 3 clusters Score -77849.02 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -77895.468750 Penalty: 703.765198
	Iteration 9Q: 3 clusters Score -77895.47 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -77955.156250 Penalty: 703.765198
	Iteration 10Q: 3 clusters Score -77955.16 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -78014.312500 Penalty: 703.765198
	Iteration 11Q: 3 clusters Score -78014.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -78057.742188 Penalty: 703.765198
	Iteration 12Q: 3 clusters Score -78057.74 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -78090.851562 Penalty: 703.765198
	Iteration 13Q: 3 clusters Score -78090.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -78123.054688 Penalty: 703.765198
	Iteration 14Q: 3 clusters Score -78123.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -78141.445312 Penalty: 703.765198
	Iteration 15Q: 3 clusters Score -78141.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -78149.648438 Penalty: 703.765198
	Iteration 16Q: 3 clusters Score -78149.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -78154.828125 Penalty: 703.765198
	Iteration 17Q: 3 clusters Score -78154.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -78156.882812 Penalty: 703.765198
	Iteration 18Q: 3 clusters Score -78156.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -78159.429688 Penalty: 703.765198
	Iteration 19Q: 3 clusters Score -78159.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -78159.554688 Penalty: 703.765198
	Iteration 20F: 3 clusters Score -78159.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Entering Unmasked Estep 
Score: -506408.531250 Penalty: 439.938019
	Iteration 0F: 2 clusters Score -506408.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -495978.750000 Penalty: 879.876038
	Iteration 0F: 3 clusters Score -495978.8 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -500442.750000 Penalty: 879.876038
	Iteration 1F: 3 clusters Score -500442.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -500928.093750 Penalty: 879.876038
	Iteration 2F: 3 clusters Score -500928.1 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -501504.781250 Penalty: 879.876038
	Iteration 3F: 3 clusters Score -501504.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -502272.625000 Penalty: 879.876038
	Iteration 4F: 3 clusters Score -502272.6 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -503232.625000 Penalty: 879.876038
	Iteration 5F: 3 clusters Score -503232.6 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -504067.812500 Penalty: 879.876038
	Iteration 6F: 3 clusters Score -504067.8 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -504468.562500 Penalty: 879.876038
	Iteration 7Q: 3 clusters Score -504468.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -504646.250000 Penalty: 879.876038
	Iteration 8Q: 3 clusters Score -504646.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -504748.375000 Penalty: 879.876038
	Iteration 9Q: 3 clusters Score -504748.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -504826.343750 Penalty: 879.876038
	Iteration 10Q: 3 clusters Score -504826.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -504890.562500 Penalty: 879.876038
	Iteration 11Q: 3 clusters Score -504890.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -504948.906250 Penalty: 879.876038
	Iteration 12Q: 3 clusters Score -504948.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -505002.468750 Penalty: 879.876038
	Iteration 13Q: 3 clusters Score -505002.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -505049.125000 Penalty: 879.876038
	Iteration 14Q: 3 clusters Score -505049.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -505098.812500 Penalty: 879.876038
	Iteration 15Q: 3 clusters Score -505098.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -505140.406250 Penalty: 879.876038
	Iteration 16Q: 3 clusters Score -505140.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -505169.843750 Penalty: 879.876038
	Iteration 17Q: 3 clusters Score -505169.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -505194.968750 Penalty: 879.876038
	Iteration 18Q: 3 clusters Score -505195 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -505215.343750 Penalty: 879.876038
	Iteration 19Q: 3 clusters Score -505215.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -505229.406250 Penalty: 879.876038
	Iteration 20F: 3 clusters Score -505229.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -505243.187500 Penalty: 879.876038
	Iteration 21Q: 3 clusters Score -505243.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -505256.375000 Penalty: 879.876038
	Iteration 22Q: 3 clusters Score -505256.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -505270.468750 Penalty: 879.876038
	Iteration 23Q: 3 clusters Score -505270.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -505282.250000 Penalty: 879.876038
	Iteration 24Q: 3 clusters Score -505282.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -505296.000000 Penalty: 879.876038
	Iteration 25Q: 3 clusters Score -505296 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -505312.437500 Penalty: 879.876038
	Iteration 26Q: 3 clusters Score -505312.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -505337.031250 Penalty: 879.876038
	Iteration 27Q: 3 clusters Score -505337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -505361.125000 Penalty: 879.876038
	Iteration 28Q: 3 clusters Score -505361.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -505384.031250 Penalty: 879.876038
	Iteration 29Q: 3 clusters Score -505384 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -505403.656250 Penalty: 879.876038
	Iteration 30Q: 3 clusters Score -505403.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -505423.843750 Penalty: 879.876038
	Iteration 31Q: 3 clusters Score -505423.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -505443.093750 Penalty: 879.876038
	Iteration 32Q: 3 clusters Score -505443.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -505462.250000 Penalty: 879.876038
	Iteration 33Q: 3 clusters Score -505462.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -505481.718750 Penalty: 879.876038
	Iteration 34Q: 3 clusters Score -505481.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -505505.156250 Penalty: 879.876038
	Iteration 35Q: 3 clusters Score -505505.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -505525.937500 Penalty: 879.876038
	Iteration 36Q: 3 clusters Score -505525.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -505544.062500 Penalty: 879.876038
	Iteration 37Q: 3 clusters Score -505544.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -505558.093750 Penalty: 879.876038
	Iteration 38Q: 3 clusters Score -505558.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -505574.406250 Penalty: 879.876038
	Iteration 39Q: 3 clusters Score -505574.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -505591.875000 Penalty: 879.876038
	Iteration 40F: 3 clusters Score -505591.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -505610.250000 Penalty: 879.876038
	Iteration 41Q: 3 clusters Score -505610.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -505632.187500 Penalty: 879.876038
	Iteration 42Q: 3 clusters Score -505632.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -505655.750000 Penalty: 879.876038
	Iteration 43Q: 3 clusters Score -505655.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -505680.906250 Penalty: 879.876038
	Iteration 44Q: 3 clusters Score -505680.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -505706.000000 Penalty: 879.876038
	Iteration 45Q: 3 clusters Score -505706 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -505731.937500 Penalty: 879.876038
	Iteration 46Q: 3 clusters Score -505731.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -505756.687500 Penalty: 879.876038
	Iteration 47Q: 3 clusters Score -505756.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -505783.406250 Penalty: 879.876038
	Iteration 48Q: 3 clusters Score -505783.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -505811.718750 Penalty: 879.876038
	Iteration 49Q: 3 clusters Score -505811.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -505844.906250 Penalty: 879.876038
	Iteration 50Q: 3 clusters Score -505844.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -505873.656250 Penalty: 879.876038
	Iteration 51Q: 3 clusters Score -505873.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -505896.375000 Penalty: 879.876038
	Iteration 52Q: 3 clusters Score -505896.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -505910.187500 Penalty: 879.876038
	Iteration 53Q: 3 clusters Score -505910.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -505920.500000 Penalty: 879.876038
	Iteration 54Q: 3 clusters Score -505920.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -505933.156250 Penalty: 879.876038
	Iteration 55Q: 3 clusters Score -505933.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -505946.218750 Penalty: 879.876038
	Iteration 56Q: 3 clusters Score -505946.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -505961.906250 Penalty: 879.876038
	Iteration 57Q: 3 clusters Score -505961.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -505973.406250 Penalty: 879.876038
	Iteration 58Q: 3 clusters Score -505973.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -505983.625000 Penalty: 879.876038
	Iteration 59Q: 3 clusters Score -505983.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -505991.375000 Penalty: 879.876038
	Iteration 60F: 3 clusters Score -505991.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -506002.281250 Penalty: 879.876038
	Iteration 61Q: 3 clusters Score -506002.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -506009.281250 Penalty: 879.876038
	Iteration 62Q: 3 clusters Score -506009.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -506018.812500 Penalty: 879.876038
	Iteration 63Q: 3 clusters Score -506018.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -506030.906250 Penalty: 879.876038
	Iteration 64Q: 3 clusters Score -506030.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -506038.906250 Penalty: 879.876038
	Iteration 65Q: 3 clusters Score -506038.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -506044.812500 Penalty: 879.876038
	Iteration 66Q: 3 clusters Score -506044.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -506051.718750 Penalty: 879.876038
	Iteration 67Q: 3 clusters Score -506051.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -506059.343750 Penalty: 879.876038
	Iteration 68Q: 3 clusters Score -506059.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -506066.437500 Penalty: 879.876038
	Iteration 69Q: 3 clusters Score -506066.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -506069.875000 Penalty: 879.876038
	Iteration 70Q: 3 clusters Score -506069.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -506073.781250 Penalty: 879.876038
	Iteration 71Q: 3 clusters Score -506073.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -506078.406250 Penalty: 879.876038
	Iteration 72Q: 3 clusters Score -506078.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -506079.281250 Penalty: 879.876038
	Iteration 73Q: 3 clusters Score -506079.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -506082.218750 Penalty: 879.876038
	Iteration 74Q: 3 clusters Score -506082.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -506084.875000 Penalty: 879.876038
	Iteration 75Q: 3 clusters Score -506084.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -506084.437500 Penalty: 879.876038
	Iteration 76Q: 3 clusters Score -506084.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -506086.031250 Penalty: 879.876038
	Iteration 77Q: 3 clusters Score -506086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -506087.187500 Penalty: 879.876038
	Iteration 78Q: 3 clusters Score -506087.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -506088.062500 Penalty: 879.876038
	Iteration 79Q: 3 clusters Score -506088.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -506089.000000 Penalty: 879.876038
	Iteration 80F: 3 clusters Score -506089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -506090.000000 Penalty: 879.876038
	Iteration 81Q: 3 clusters Score -506090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -506091.468750 Penalty: 879.876038
	Iteration 82Q: 3 clusters Score -506091.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -506092.281250 Penalty: 879.876038
	Iteration 83Q: 3 clusters Score -506092.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -506093.031250 Penalty: 879.876038
	Iteration 84Q: 3 clusters Score -506093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -506096.531250 Penalty: 879.876038
	Iteration 85Q: 3 clusters Score -506096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -506095.750000 Penalty: 879.876038
	Iteration 86Q: 3 clusters Score -506095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -506097.093750 Penalty: 879.876038
	Iteration 87Q: 3 clusters Score -506097.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -506097.687500 Penalty: 879.876038
	Iteration 88Q: 3 clusters Score -506097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -506097.687500 Penalty: 879.876038
	Iteration 89F: 3 clusters Score -506097.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -55189.230469 Penalty: 346.942383
	Iteration 0F: 2 clusters Score -55189.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -53742.988281 Penalty: 693.884766
	Iteration 0F: 3 clusters Score -53742.99 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -54272.011719 Penalty: 693.884766
	Iteration 1F: 3 clusters Score -54272.01 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -54336.039062 Penalty: 693.884766
	Iteration 2F: 3 clusters Score -54336.04 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -54398.695312 Penalty: 693.884766
	Iteration 3Q: 3 clusters Score -54398.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -54450.546875 Penalty: 693.884766
	Iteration 4Q: 3 clusters Score -54450.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -54510.195312 Penalty: 693.884766
	Iteration 5Q: 3 clusters Score -54510.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -54568.804688 Penalty: 693.884766
	Iteration 6Q: 3 clusters Score -54568.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -54618.140625 Penalty: 693.884766
	Iteration 7Q: 3 clusters Score -54618.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -54656.074219 Penalty: 693.884766
	Iteration 8Q: 3 clusters Score -54656.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -54695.921875 Penalty: 693.884766
	Iteration 9Q: 3 clusters Score -54695.92 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -54730.664062 Penalty: 693.884766
	Iteration 10Q: 3 clusters Score -54730.66 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -54750.296875 Penalty: 693.884766
	Iteration 11Q: 3 clusters Score -54750.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -54769.507812 Penalty: 693.884766
	Iteration 12Q: 3 clusters Score -54769.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -54798.113281 Penalty: 693.884766
	Iteration 13Q: 3 clusters Score -54798.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -54827.511719 Penalty: 693.884766
	Iteration 14Q: 3 clusters Score -54827.51 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -54851.792969 Penalty: 693.884766
	Iteration 15Q: 3 clusters Score -54851.79 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -54870.476562 Penalty: 693.884766
	Iteration 16Q: 3 clusters Score -54870.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -54880.683594 Penalty: 693.884766
	Iteration 17Q: 3 clusters Score -54880.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -54887.320312 Penalty: 693.884766
	Iteration 18Q: 3 clusters Score -54887.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -54891.472656 Penalty: 693.884766
	Iteration 19Q: 3 clusters Score -54891.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -54893.863281 Penalty: 693.884766
	Iteration 20F: 3 clusters Score -54893.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -54898.078125 Penalty: 693.884766
	Iteration 21Q: 3 clusters Score -54898.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -54903.851562 Penalty: 693.884766
	Iteration 22Q: 3 clusters Score -54903.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -54906.238281 Penalty: 693.884766
	Iteration 23Q: 3 clusters Score -54906.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54908.222656 Penalty: 693.884766
	Iteration 24Q: 3 clusters Score -54908.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -54909.207031 Penalty: 693.884766
	Iteration 25Q: 3 clusters Score -54909.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -54910.375000 Penalty: 693.884766
	Iteration 26Q: 3 clusters Score -54910.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54911.742188 Penalty: 693.884766
	Iteration 27Q: 3 clusters Score -54911.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -54913.277344 Penalty: 693.884766
	Iteration 28Q: 3 clusters Score -54913.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -54914.066406 Penalty: 693.884766
	Iteration 29Q: 3 clusters Score -54914.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -54914.429688 Penalty: 693.884766
	Iteration 30Q: 3 clusters Score -54914.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54914.414062 Penalty: 693.884766
	Iteration 31Q: 3 clusters Score -54914.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -54914.414062 Penalty: 693.884766
	Iteration 32F: 3 clusters Score -54914.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Entering Unmasked Estep 
Score: -32340.501953 Penalty: 315.069855
	Iteration 0F: 2 clusters Score -32340.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -31524.482422 Penalty: 630.139709
	Iteration 0F: 3 clusters Score -31524.48 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -31723.640625 Penalty: 630.139709
	Iteration 1F: 3 clusters Score -31723.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -31750.212891 Penalty: 630.139709
	Iteration 2F: 3 clusters Score -31750.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -31765.789062 Penalty: 630.139709
	Iteration 3Q: 3 clusters Score -31765.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -31785.611328 Penalty: 630.139709
	Iteration 4Q: 3 clusters Score -31785.61 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -31809.193359 Penalty: 630.139709
	Iteration 5Q: 3 clusters Score -31809.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31820.833984 Penalty: 630.139709
	Iteration 6Q: 3 clusters Score -31820.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -31827.218750 Penalty: 630.139709
	Iteration 7Q: 3 clusters Score -31827.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -31831.031250 Penalty: 630.139709
	Iteration 8Q: 3 clusters Score -31831.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -31834.630859 Penalty: 630.139709
	Iteration 9Q: 3 clusters Score -31834.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31837.777344 Penalty: 630.139709
	Iteration 10Q: 3 clusters Score -31837.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31842.251953 Penalty: 630.139709
	Iteration 11Q: 3 clusters Score -31842.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31846.304688 Penalty: 630.139709
	Iteration 12Q: 3 clusters Score -31846.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -31849.978516 Penalty: 630.139709
	Iteration 13Q: 3 clusters Score -31849.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -31851.707031 Penalty: 630.139709
	Iteration 14Q: 3 clusters Score -31851.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -31854.154297 Penalty: 630.139709
	Iteration 15Q: 3 clusters Score -31854.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -31859.640625 Penalty: 630.139709
	Iteration 16Q: 3 clusters Score -31859.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -31870.201172 Penalty: 630.139709
	Iteration 17Q: 3 clusters Score -31870.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -31882.029297 Penalty: 630.139709
	Iteration 18Q: 3 clusters Score -31882.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -31897.648438 Penalty: 630.139709
	Iteration 19Q: 3 clusters Score -31897.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -31911.060547 Penalty: 630.139709
	Iteration 20F: 3 clusters Score -31911.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -31923.453125 Penalty: 630.139709
	Iteration 21Q: 3 clusters Score -31923.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -31932.554688 Penalty: 630.139709
	Iteration 22Q: 3 clusters Score -31932.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -31941.222656 Penalty: 630.139709
	Iteration 23Q: 3 clusters Score -31941.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -31955.074219 Penalty: 630.139709
	Iteration 24Q: 3 clusters Score -31955.07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -31972.000000 Penalty: 630.139709
	Iteration 25Q: 3 clusters Score -31972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -31983.509766 Penalty: 630.139709
	Iteration 26Q: 3 clusters Score -31983.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31990.652344 Penalty: 630.139709
	Iteration 27Q: 3 clusters Score -31990.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -31999.904297 Penalty: 630.139709
	Iteration 28Q: 3 clusters Score -31999.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -32012.824219 Penalty: 630.139709
	Iteration 29Q: 3 clusters Score -32012.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -32020.599609 Penalty: 630.139709
	Iteration 30Q: 3 clusters Score -32020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -32025.097656 Penalty: 630.139709
	Iteration 31Q: 3 clusters Score -32025.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -32029.925781 Penalty: 630.139709
	Iteration 32Q: 3 clusters Score -32029.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -32037.509766 Penalty: 630.139709
	Iteration 33Q: 3 clusters Score -32037.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -32045.957031 Penalty: 630.139709
	Iteration 34Q: 3 clusters Score -32045.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -32049.380859 Penalty: 630.139709
	Iteration 35Q: 3 clusters Score -32049.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -32051.314453 Penalty: 630.139709
	Iteration 36Q: 3 clusters Score -32051.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -32054.451172 Penalty: 630.139709
	Iteration 37Q: 3 clusters Score -32054.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -32056.089844 Penalty: 630.139709
	Iteration 38Q: 3 clusters Score -32056.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -32057.341797 Penalty: 630.139709
	Iteration 39Q: 3 clusters Score -32057.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -32057.773438 Penalty: 630.139709
	Iteration 40F: 3 clusters Score -32057.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Entering Unmasked Estep 
Score: -1405338.750000 Penalty: 486.472137
	Iteration 0F: 2 clusters Score -1405339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1375874.500000 Penalty: 972.944275
	Iteration 0F: 3 clusters Score -1375874 nChanged 21210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -1389186.750000 Penalty: 972.944275
	Iteration 1F: 3 clusters Score -1389187 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -1390711.250000 Penalty: 972.944275
	Iteration 2F: 3 clusters Score -1390711 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -1392939.750000 Penalty: 972.944275
	Iteration 3F: 3 clusters Score -1392940 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -1395509.625000 Penalty: 972.944275
	Iteration 4F: 3 clusters Score -1395510 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -1397710.250000 Penalty: 972.944275
	Iteration 5F: 3 clusters Score -1397710 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -1398932.625000 Penalty: 972.944275
	Iteration 6Q: 3 clusters Score -1398933 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -1399532.000000 Penalty: 972.944275
	Iteration 7Q: 3 clusters Score -1399532 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -1400004.000000 Penalty: 972.944275
	Iteration 8Q: 3 clusters Score -1400004 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -1400467.125000 Penalty: 972.944275
	Iteration 9Q: 3 clusters Score -1400467 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -1400980.625000 Penalty: 972.944275
	Iteration 10Q: 3 clusters Score -1400981 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -1401515.875000 Penalty: 972.944275
	Iteration 11Q: 3 clusters Score -1401516 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -1402035.000000 Penalty: 972.944275
	Iteration 12Q: 3 clusters Score -1402035 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -1402556.750000 Penalty: 972.944275
	Iteration 13Q: 3 clusters Score -1402557 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -1403040.500000 Penalty: 972.944275
	Iteration 14Q: 3 clusters Score -1403040 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -1403470.875000 Penalty: 972.944275
	Iteration 15Q: 3 clusters Score -1403471 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -1403862.125000 Penalty: 972.944275
	Iteration 16Q: 3 clusters Score -1403862 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -1404183.625000 Penalty: 972.944275
	Iteration 17Q: 3 clusters Score -1404184 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -1404403.500000 Penalty: 972.944275
	Iteration 18Q: 3 clusters Score -1404404 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -1404588.875000 Penalty: 972.944275
	Iteration 19Q: 3 clusters Score -1404589 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -1404709.875000 Penalty: 972.944275
	Iteration 20F: 3 clusters Score -1404710 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -1404801.625000 Penalty: 972.944275
	Iteration 21Q: 3 clusters Score -1404802 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -1404870.125000 Penalty: 972.944275
	Iteration 22Q: 3 clusters Score -1404870 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -1404919.625000 Penalty: 972.944275
	Iteration 23Q: 3 clusters Score -1404920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -1404962.125000 Penalty: 972.944275
	Iteration 24Q: 3 clusters Score -1404962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -1404981.250000 Penalty: 972.944275
	Iteration 25Q: 3 clusters Score -1404981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -1404985.375000 Penalty: 972.944275
	Iteration 26Q: 3 clusters Score -1404985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -1404990.750000 Penalty: 972.944275
	Iteration 27Q: 3 clusters Score -1404991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -1404987.375000 Penalty: 972.944275
	Iteration 28Q: 3 clusters Score -1404987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -1404989.500000 Penalty: 972.944275
	Iteration 29Q: 3 clusters Score -1404990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -1404989.875000 Penalty: 972.944275
	Iteration 30Q: 3 clusters Score -1404990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -1404988.875000 Penalty: 972.944275
	Iteration 31Q: 3 clusters Score -1404989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -1404989.375000 Penalty: 972.944275
	Iteration 32Q: 3 clusters Score -1404989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -1404990.375000 Penalty: 972.944275
	Iteration 33Q: 3 clusters Score -1404990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -1404990.375000 Penalty: 972.944275
	Iteration 34F: 3 clusters Score -1404990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -155709.703125 Penalty: 384.736298
	Iteration 0F: 2 clusters Score -155709.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -152515.734375 Penalty: 769.472595
	Iteration 0F: 3 clusters Score -152515.7 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -153678.875000 Penalty: 769.472595
	Iteration 1F: 3 clusters Score -153678.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -153793.390625 Penalty: 769.472595
	Iteration 2F: 3 clusters Score -153793.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -153895.375000 Penalty: 769.472595
	Iteration 3F: 3 clusters Score -153895.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -154017.828125 Penalty: 769.472595
	Iteration 4F: 3 clusters Score -154017.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -154160.812500 Penalty: 769.472595
	Iteration 5F: 3 clusters Score -154160.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -154362.875000 Penalty: 769.472595
	Iteration 6F: 3 clusters Score -154362.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -154601.078125 Penalty: 769.472595
	Iteration 7F: 3 clusters Score -154601.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -154873.468750 Penalty: 769.472595
	Iteration 8F: 3 clusters Score -154873.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -155083.687500 Penalty: 769.472595
	Iteration 9Q: 3 clusters Score -155083.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -155207.968750 Penalty: 769.472595
	Iteration 10Q: 3 clusters Score -155208 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -155292.281250 Penalty: 769.472595
	Iteration 11Q: 3 clusters Score -155292.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -155328.890625 Penalty: 769.472595
	Iteration 12Q: 3 clusters Score -155328.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -155346.140625 Penalty: 769.472595
	Iteration 13Q: 3 clusters Score -155346.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -155357.218750 Penalty: 769.472595
	Iteration 14Q: 3 clusters Score -155357.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -155362.609375 Penalty: 769.472595
	Iteration 15Q: 3 clusters Score -155362.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -155365.625000 Penalty: 769.472595
	Iteration 16Q: 3 clusters Score -155365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -155368.312500 Penalty: 769.472595
	Iteration 17Q: 3 clusters Score -155368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -155369.703125 Penalty: 769.472595
	Iteration 18Q: 3 clusters Score -155369.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -155371.093750 Penalty: 769.472595
	Iteration 19Q: 3 clusters Score -155371.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -155373.218750 Penalty: 769.472595
	Iteration 20F: 3 clusters Score -155373.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Entering Unmasked Estep 
Score: -56180.464844 Penalty: 339.242401
	Iteration 0F: 2 clusters Score -56180.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -54910.765625 Penalty: 678.484802
	Iteration 0F: 3 clusters Score -54910.77 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -55303.640625 Penalty: 678.484802
	Iteration 1F: 3 clusters Score -55303.64 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -55369.812500 Penalty: 678.484802
	Iteration 2F: 3 clusters Score -55369.81 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -55420.734375 Penalty: 678.484802
	Iteration 3F: 3 clusters Score -55420.73 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -55466.445312 Penalty: 678.484802
	Iteration 4Q: 3 clusters Score -55466.45 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -55501.906250 Penalty: 678.484802
	Iteration 5Q: 3 clusters Score -55501.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -55533.308594 Penalty: 678.484802
	Iteration 6Q: 3 clusters Score -55533.31 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -55575.554688 Penalty: 678.484802
	Iteration 7Q: 3 clusters Score -55575.55 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -55616.687500 Penalty: 678.484802
	Iteration 8Q: 3 clusters Score -55616.69 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -55666.546875 Penalty: 678.484802
	Iteration 9Q: 3 clusters Score -55666.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -55706.777344 Penalty: 678.484802
	Iteration 10Q: 3 clusters Score -55706.78 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -55737.984375 Penalty: 678.484802
	Iteration 11Q: 3 clusters Score -55737.98 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -55773.421875 Penalty: 678.484802
	Iteration 12Q: 3 clusters Score -55773.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -55813.207031 Penalty: 678.484802
	Iteration 13Q: 3 clusters Score -55813.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -55830.875000 Penalty: 678.484802
	Iteration 14Q: 3 clusters Score -55830.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -55847.574219 Penalty: 678.484802
	Iteration 15Q: 3 clusters Score -55847.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -55857.621094 Penalty: 678.484802
	Iteration 16Q: 3 clusters Score -55857.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -55871.097656 Penalty: 678.484802
	Iteration 17Q: 3 clusters Score -55871.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -55883.855469 Penalty: 678.484802
	Iteration 18Q: 3 clusters Score -55883.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -55907.472656 Penalty: 678.484802
	Iteration 19Q: 3 clusters Score -55907.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -55914.207031 Penalty: 678.484802
	Iteration 20F: 3 clusters Score -55914.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -55920.058594 Penalty: 678.484802
	Iteration 21Q: 3 clusters Score -55920.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -55920.984375 Penalty: 678.484802
	Iteration 22Q: 3 clusters Score -55920.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -55921.679688 Penalty: 678.484802
	Iteration 23Q: 3 clusters Score -55921.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -55921.679688 Penalty: 678.484802
	Iteration 24F: 3 clusters Score -55921.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Entering Unmasked Estep 
Score: -119225.351562 Penalty: 370.596100
	Iteration 0F: 2 clusters Score -119225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -116850.898438 Penalty: 741.192200
	Iteration 0F: 3 clusters Score -116850.9 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -117616.070312 Penalty: 741.192200
	Iteration 1F: 3 clusters Score -117616.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -117746.546875 Penalty: 741.192200
	Iteration 2F: 3 clusters Score -117746.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -117952.609375 Penalty: 741.192200
	Iteration 3F: 3 clusters Score -117952.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -118260.437500 Penalty: 741.192200
	Iteration 4F: 3 clusters Score -118260.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -118615.835938 Penalty: 741.192200
	Iteration 5F: 3 clusters Score -118615.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -118882.226562 Penalty: 741.192200
	Iteration 6F: 3 clusters Score -118882.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119026.148438 Penalty: 741.192200
	Iteration 7Q: 3 clusters Score -119026.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -119094.609375 Penalty: 741.192200
	Iteration 8Q: 3 clusters Score -119094.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -119137.195312 Penalty: 741.192200
	Iteration 9Q: 3 clusters Score -119137.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -119156.796875 Penalty: 741.192200
	Iteration 10Q: 3 clusters Score -119156.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119166.742188 Penalty: 741.192200
	Iteration 11Q: 3 clusters Score -119166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -119175.007812 Penalty: 741.192200
	Iteration 12Q: 3 clusters Score -119175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119181.703125 Penalty: 741.192200
	Iteration 13Q: 3 clusters Score -119181.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -119186.539062 Penalty: 741.192200
	Iteration 14Q: 3 clusters Score -119186.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119189.710938 Penalty: 741.192200
	Iteration 15Q: 3 clusters Score -119189.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -119191.953125 Penalty: 741.192200
	Iteration 16Q: 3 clusters Score -119192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -119192.937500 Penalty: 741.192200
	Iteration 17Q: 3 clusters Score -119192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -119194.554688 Penalty: 741.192200
	Iteration 18Q: 3 clusters Score -119194.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -119195.351562 Penalty: 741.192200
	Iteration 19Q: 3 clusters Score -119195.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -119195.992188 Penalty: 741.192200
	Iteration 20F: 3 clusters Score -119196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119196.101562 Penalty: 741.192200
	Iteration 21Q: 3 clusters Score -119196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119197.078125 Penalty: 741.192200
	Iteration 22Q: 3 clusters Score -119197.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -119198.460938 Penalty: 741.192200
	Iteration 23Q: 3 clusters Score -119198.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -119199.500000 Penalty: 741.192200
	Iteration 24Q: 3 clusters Score -119199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119200.398438 Penalty: 741.192200
	Iteration 25Q: 3 clusters Score -119200.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119200.687500 Penalty: 741.192200
	Iteration 26Q: 3 clusters Score -119200.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119201.031250 Penalty: 741.192200
	Iteration 27Q: 3 clusters Score -119201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -119201.031250 Penalty: 741.192200
	Iteration 28F: 3 clusters Score -119201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Entering Unmasked Estep 
Score: -713244.687500 Penalty: 460.300751
	Iteration 0F: 2 clusters Score -713244.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -696795.312500 Penalty: 920.601501
	Iteration 0F: 3 clusters Score -696795.3 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -703523.625000 Penalty: 920.601501
	Iteration 1F: 3 clusters Score -703523.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -703873.937500 Penalty: 920.601501
	Iteration 2Q: 3 clusters Score -703873.9 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -704476.750000 Penalty: 920.601501
	Iteration 3Q: 3 clusters Score -704476.8 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -705482.000000 Penalty: 920.601501
	Iteration 4F: 3 clusters Score -705482 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -706925.687500 Penalty: 920.601501
	Iteration 5F: 3 clusters Score -706925.7 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -708643.250000 Penalty: 920.601501
	Iteration 6F: 3 clusters Score -708643.2 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -710061.062500 Penalty: 920.601501
	Iteration 7F: 3 clusters Score -710061.1 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -711091.937500 Penalty: 920.601501
	Iteration 8Q: 3 clusters Score -711091.9 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -711697.187500 Penalty: 920.601501
	Iteration 9Q: 3 clusters Score -711697.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -712119.125000 Penalty: 920.601501
	Iteration 10Q: 3 clusters Score -712119.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -712375.812500 Penalty: 920.601501
	Iteration 11Q: 3 clusters Score -712375.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -712529.562500 Penalty: 920.601501
	Iteration 12Q: 3 clusters Score -712529.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -712621.625000 Penalty: 920.601501
	Iteration 13Q: 3 clusters Score -712621.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -712676.625000 Penalty: 920.601501
	Iteration 14Q: 3 clusters Score -712676.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -712716.875000 Penalty: 920.601501
	Iteration 15Q: 3 clusters Score -712716.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -712747.875000 Penalty: 920.601501
	Iteration 16Q: 3 clusters Score -712747.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -712780.000000 Penalty: 920.601501
	Iteration 17Q: 3 clusters Score -712780 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -712808.500000 Penalty: 920.601501
	Iteration 18Q: 3 clusters Score -712808.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -712826.750000 Penalty: 920.601501
	Iteration 19Q: 3 clusters Score -712826.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -712833.937500 Penalty: 920.601501
	Iteration 20F: 3 clusters Score -712833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -712839.687500 Penalty: 920.601501
	Iteration 21Q: 3 clusters Score -712839.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -712842.750000 Penalty: 920.601501
	Iteration 22Q: 3 clusters Score -712842.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -712845.750000 Penalty: 920.601501
	Iteration 23Q: 3 clusters Score -712845.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -712845.937500 Penalty: 920.601501
	Iteration 24Q: 3 clusters Score -712845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -712847.750000 Penalty: 920.601501
	Iteration 25Q: 3 clusters Score -712847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -712848.875000 Penalty: 920.601501
	Iteration 26Q: 3 clusters Score -712848.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -712849.125000 Penalty: 920.601501
	Iteration 27Q: 3 clusters Score -712849.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -712849.125000 Penalty: 920.601501
	Iteration 28F: 3 clusters Score -712849.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (225511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225511 members 
Entering Unmasked Estep 
Score: -6709977.500000 Penalty: 560.838623
	Iteration 0F: 2 clusters Score -6709978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112504 members 
Mstep: Class 2 contains 113007 members 
Entering Unmasked Estep 
Score: -6556330.500000 Penalty: 1121.677246
	Iteration 0F: 3 clusters Score -6556330 nChanged 111294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102100 members 
Mstep: Class 2 contains 123411 members 
Entering Unmasked Estep 
Score: -6624971.000000 Penalty: 1121.677246
	Iteration 1F: 3 clusters Score -6624971 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95162 members 
Mstep: Class 2 contains 130349 members 
Entering Unmasked Estep 
Score: -6628729.500000 Penalty: 1121.677246
	Iteration 2Q: 3 clusters Score -6628730 nChanged 12125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84659 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -6635052.500000 Penalty: 1121.677246
	Iteration 3F: 3 clusters Score -6635052 nChanged 15662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69967 members 
Mstep: Class 2 contains 155544 members 
Entering Unmasked Estep 
Score: -6645867.500000 Penalty: 1121.677246
	Iteration 4F: 3 clusters Score -6645868 nChanged 18456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Mstep: Class 2 contains 173422 members 
Entering Unmasked Estep 
Score: -6661740.500000 Penalty: 1121.677246
	Iteration 5F: 3 clusters Score -6661740 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 191314 members 
Entering Unmasked Estep 
Score: -6679159.000000 Penalty: 1121.677246
	Iteration 6F: 3 clusters Score -6679159 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 205167 members 
Entering Unmasked Estep 
Score: -6692716.000000 Penalty: 1121.677246
	Iteration 7F: 3 clusters Score -6692716 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 214021 members 
Entering Unmasked Estep 
Score: -6700938.000000 Penalty: 1121.677246
	Iteration 8Q: 3 clusters Score -6700938 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 219155 members 
Entering Unmasked Estep 
Score: -6705411.500000 Penalty: 1121.677246
	Iteration 9Q: 3 clusters Score -6705412 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 221890 members 
Entering Unmasked Estep 
Score: -6707529.000000 Penalty: 1121.677246
	Iteration 10Q: 3 clusters Score -6707529 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 223324 members 
Entering Unmasked Estep 
Score: -6708623.000000 Penalty: 1121.677246
	Iteration 11Q: 3 clusters Score -6708623 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 224038 members 
Entering Unmasked Estep 
Score: -6709196.500000 Penalty: 1121.677246
	Iteration 12Q: 3 clusters Score -6709196 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 224372 members 
Entering Unmasked Estep 
Score: -6709460.500000 Penalty: 1121.677246
	Iteration 13Q: 3 clusters Score -6709460 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 224534 members 
Entering Unmasked Estep 
Score: -6709649.000000 Penalty: 1121.677246
	Iteration 14Q: 3 clusters Score -6709649 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 224619 members 
Entering Unmasked Estep 
Score: -6709757.500000 Penalty: 1121.677246
	Iteration 15Q: 3 clusters Score -6709758 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 224633 members 
Entering Unmasked Estep 
Score: -6709810.000000 Penalty: 1121.677246
	Iteration 16Q: 3 clusters Score -6709810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 224623 members 
Entering Unmasked Estep 
Score: -6709843.000000 Penalty: 1121.677246
	Iteration 17Q: 3 clusters Score -6709843 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 224609 members 
Entering Unmasked Estep 
Score: -6709860.500000 Penalty: 1121.677246
	Iteration 18Q: 3 clusters Score -6709860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 224604 members 
Entering Unmasked Estep 
Score: -6709869.500000 Penalty: 1121.677246
	Iteration 19Q: 3 clusters Score -6709870 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 224598 members 
Entering Unmasked Estep 
Score: -6709899.000000 Penalty: 1121.677246
	Iteration 20F: 3 clusters Score -6709899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 224583 members 
Entering Unmasked Estep 
Score: -6709919.000000 Penalty: 1121.677246
	Iteration 21Q: 3 clusters Score -6709919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 224567 members 
Entering Unmasked Estep 
Score: -6709922.000000 Penalty: 1121.677246
	Iteration 22Q: 3 clusters Score -6709922 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 224547 members 
Entering Unmasked Estep 
Score: -6709950.500000 Penalty: 1121.677246
	Iteration 23Q: 3 clusters Score -6709950 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 224526 members 
Entering Unmasked Estep 
Score: -6709974.000000 Penalty: 1121.677246
	Iteration 24Q: 3 clusters Score -6709974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 224507 members 
Entering Unmasked Estep 
Score: -6709985.500000 Penalty: 1121.677246
	Iteration 25Q: 3 clusters Score -6709986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 224492 members 
Entering Unmasked Estep 
Score: -6709999.500000 Penalty: 1121.677246
	Iteration 26Q: 3 clusters Score -6710000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 224476 members 
Entering Unmasked Estep 
Score: -6710019.000000 Penalty: 1121.677246
	Iteration 27Q: 3 clusters Score -6710019 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 224475 members 
Entering Unmasked Estep 
Score: -6710029.000000 Penalty: 1121.677246
	Iteration 28Q: 3 clusters Score -6710029 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 224467 members 
Entering Unmasked Estep 
Score: -6710036.000000 Penalty: 1121.677246
	Iteration 29Q: 3 clusters Score -6710036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 224458 members 
Entering Unmasked Estep 
Score: -6710036.500000 Penalty: 1121.677246
	Iteration 30Q: 3 clusters Score -6710036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 224450 members 
Entering Unmasked Estep 
Score: -6710051.000000 Penalty: 1121.677246
	Iteration 31Q: 3 clusters Score -6710051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 224443 members 
Entering Unmasked Estep 
Score: -6710055.500000 Penalty: 1121.677246
	Iteration 32Q: 3 clusters Score -6710056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 224439 members 
Entering Unmasked Estep 
Score: -6710054.000000 Penalty: 1121.677246
	Iteration 33Q: 3 clusters Score -6710054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 224436 members 
Entering Unmasked Estep 
Score: -6710055.000000 Penalty: 1121.677246
	Iteration 34Q: 3 clusters Score -6710055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 224432 members 
Entering Unmasked Estep 
Score: -6710051.500000 Penalty: 1121.677246
	Iteration 35Q: 3 clusters Score -6710052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 224426 members 
Entering Unmasked Estep 
Score: -6710056.500000 Penalty: 1121.677246
	Iteration 36Q: 3 clusters Score -6710056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 224419 members 
Entering Unmasked Estep 
Score: -6710063.000000 Penalty: 1121.677246
	Iteration 37Q: 3 clusters Score -6710063 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 224413 members 
Entering Unmasked Estep 
Score: -6710059.000000 Penalty: 1121.677246
	Iteration 38Q: 3 clusters Score -6710059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 224408 members 
Entering Unmasked Estep 
Score: -6710059.000000 Penalty: 1121.677246
	Iteration 39Q: 3 clusters Score -6710059 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 224403 members 
Entering Unmasked Estep 
Score: -6710070.000000 Penalty: 1121.677246
	Iteration 40F: 3 clusters Score -6710070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 224385 members 
Entering Unmasked Estep 
Score: -6710075.000000 Penalty: 1121.677246
	Iteration 41Q: 3 clusters Score -6710075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 224378 members 
Entering Unmasked Estep 
Score: -6710083.500000 Penalty: 1121.677246
	Iteration 42Q: 3 clusters Score -6710084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 224373 members 
Entering Unmasked Estep 
Score: -6710090.000000 Penalty: 1121.677246
	Iteration 43Q: 3 clusters Score -6710090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 224356 members 
Entering Unmasked Estep 
Score: -6710104.500000 Penalty: 1121.677246
	Iteration 44Q: 3 clusters Score -6710104 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 224337 members 
Entering Unmasked Estep 
Score: -6710099.000000 Penalty: 1121.677246
	Iteration 45Q: 3 clusters Score -6710099 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 224325 members 
Entering Unmasked Estep 
Score: -6710101.500000 Penalty: 1121.677246
	Iteration 46Q: 3 clusters Score -6710102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 224312 members 
Entering Unmasked Estep 
Score: -6710126.000000 Penalty: 1121.677246
	Iteration 47Q: 3 clusters Score -6710126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 224304 members 
Entering Unmasked Estep 
Score: -6710135.500000 Penalty: 1121.677246
	Iteration 48Q: 3 clusters Score -6710136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 224290 members 
Entering Unmasked Estep 
Score: -6710146.500000 Penalty: 1121.677246
	Iteration 49Q: 3 clusters Score -6710146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 224281 members 
Entering Unmasked Estep 
Score: -6710150.000000 Penalty: 1121.677246
	Iteration 50Q: 3 clusters Score -6710150 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 224276 members 
Entering Unmasked Estep 
Score: -6710149.000000 Penalty: 1121.677246
	Iteration 51Q: 3 clusters Score -6710149 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 224268 members 
Entering Unmasked Estep 
Score: -6710155.000000 Penalty: 1121.677246
	Iteration 52Q: 3 clusters Score -6710155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 224259 members 
Entering Unmasked Estep 
Score: -6710161.500000 Penalty: 1121.677246
	Iteration 53Q: 3 clusters Score -6710162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 224251 members 
Entering Unmasked Estep 
Score: -6710164.000000 Penalty: 1121.677246
	Iteration 54Q: 3 clusters Score -6710164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -6710166.000000 Penalty: 1121.677246
	Iteration 55Q: 3 clusters Score -6710166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 224244 members 
Entering Unmasked Estep 
Score: -6710172.000000 Penalty: 1121.677246
	Iteration 56Q: 3 clusters Score -6710172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 224239 members 
Entering Unmasked Estep 
Score: -6710178.000000 Penalty: 1121.677246
	Iteration 57Q: 3 clusters Score -6710178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 224237 members 
Entering Unmasked Estep 
Score: -6710174.000000 Penalty: 1121.677246
	Iteration 58Q: 3 clusters Score -6710174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 224238 members 
Entering Unmasked Estep 
Score: -6710173.500000 Penalty: 1121.677246
	Iteration 59Q: 3 clusters Score -6710174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 224238 members 
Entering Unmasked Estep 
Score: -6710177.000000 Penalty: 1121.677246
	Iteration 60F: 3 clusters Score -6710177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 224241 members 
Entering Unmasked Estep 
Score: -6710177.000000 Penalty: 1121.677246
	Iteration 61Q: 3 clusters Score -6710177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 224243 members 
Entering Unmasked Estep 
Score: -6710172.500000 Penalty: 1121.677246
	Iteration 62Q: 3 clusters Score -6710172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -6710167.000000 Penalty: 1121.677246
	Iteration 63Q: 3 clusters Score -6710167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 224246 members 
Entering Unmasked Estep 
Score: -6710171.000000 Penalty: 1121.677246
	Iteration 64Q: 3 clusters Score -6710171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 224247 members 
Entering Unmasked Estep 
Score: -6710168.000000 Penalty: 1121.677246
	Iteration 65Q: 3 clusters Score -6710168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -6710168.000000 Penalty: 1121.677246
	Iteration 66Q: 3 clusters Score -6710168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 224250 members 
Entering Unmasked Estep 
Score: -6710169.500000 Penalty: 1121.677246
	Iteration 67Q: 3 clusters Score -6710170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 224251 members 
Entering Unmasked Estep 
Score: -6710170.000000 Penalty: 1121.677246
	Iteration 68Q: 3 clusters Score -6710170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 224253 members 
Entering Unmasked Estep 
Score: -6710164.500000 Penalty: 1121.677246
	Iteration 69Q: 3 clusters Score -6710164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 224255 members 
Entering Unmasked Estep 
Score: -6710162.000000 Penalty: 1121.677246
	Iteration 70Q: 3 clusters Score -6710162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 224256 members 
Entering Unmasked Estep 
Score: -6710166.000000 Penalty: 1121.677246
	Iteration 71Q: 3 clusters Score -6710166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 224256 members 
Entering Unmasked Estep 
Score: -6710166.000000 Penalty: 1121.677246
	Iteration 72F: 3 clusters Score -6710166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367156 members 
Mstep: Class 4 contains 224256 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15819 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 43989 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2842 members 
Entering Unmasked Estep 
Score: -21496030.000000 Penalty: 12281.809570
Splitting cluster 15 changes total score from -21495978.000000 to -21496030.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 16 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -54556.343750 Penalty: 336.811554
	Iteration 0F: 2 clusters Score -54556.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -53399.140625 Penalty: 673.623108
	Iteration 0F: 3 clusters Score -53399.14 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -53734.902344 Penalty: 673.623108
	Iteration 1F: 3 clusters Score -53734.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53814.484375 Penalty: 673.623108
	Iteration 2F: 3 clusters Score -53814.48 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -53866.265625 Penalty: 673.623108
	Iteration 3F: 3 clusters Score -53866.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -53889.937500 Penalty: 673.623108
	Iteration 4Q: 3 clusters Score -53889.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -53914.914062 Penalty: 673.623108
	Iteration 5Q: 3 clusters Score -53914.91 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -53937.191406 Penalty: 673.623108
	Iteration 6Q: 3 clusters Score -53937.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -53958.542969 Penalty: 673.623108
	Iteration 7Q: 3 clusters Score -53958.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -53989.878906 Penalty: 673.623108
	Iteration 8Q: 3 clusters Score -53989.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -54018.273438 Penalty: 673.623108
	Iteration 9Q: 3 clusters Score -54018.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -54039.207031 Penalty: 673.623108
	Iteration 10Q: 3 clusters Score -54039.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -54054.402344 Penalty: 673.623108
	Iteration 11Q: 3 clusters Score -54054.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54066.839844 Penalty: 673.623108
	Iteration 12Q: 3 clusters Score -54066.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -54078.390625 Penalty: 673.623108
	Iteration 13Q: 3 clusters Score -54078.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -54091.550781 Penalty: 673.623108
	Iteration 14Q: 3 clusters Score -54091.55 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -54100.390625 Penalty: 673.623108
	Iteration 15Q: 3 clusters Score -54100.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -54105.218750 Penalty: 673.623108
	Iteration 16Q: 3 clusters Score -54105.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -54108.421875 Penalty: 673.623108
	Iteration 17Q: 3 clusters Score -54108.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54111.660156 Penalty: 673.623108
	Iteration 18Q: 3 clusters Score -54111.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -54114.007812 Penalty: 673.623108
	Iteration 19Q: 3 clusters Score -54114.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -54115.933594 Penalty: 673.623108
	Iteration 20F: 3 clusters Score -54115.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -54117.722656 Penalty: 673.623108
	Iteration 21Q: 3 clusters Score -54117.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -54118.703125 Penalty: 673.623108
	Iteration 22Q: 3 clusters Score -54118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -54119.281250 Penalty: 673.623108
	Iteration 23Q: 3 clusters Score -54119.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54119.761719 Penalty: 673.623108
	Iteration 24Q: 3 clusters Score -54119.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -54120.144531 Penalty: 673.623108
	Iteration 25Q: 3 clusters Score -54120.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54120.359375 Penalty: 673.623108
	Iteration 26Q: 3 clusters Score -54120.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -54120.359375 Penalty: 673.623108
	Iteration 27F: 3 clusters Score -54120.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -32448.191406 Penalty: 312.255463
	Iteration 0F: 2 clusters Score -32448.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31667.054688 Penalty: 624.510925
	Iteration 0F: 3 clusters Score -31667.05 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31885.781250 Penalty: 624.510925
	Iteration 1F: 3 clusters Score -31885.78 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -31915.396484 Penalty: 624.510925
	Iteration 2F: 3 clusters Score -31915.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -31933.203125 Penalty: 624.510925
	Iteration 3Q: 3 clusters Score -31933.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -31945.371094 Penalty: 624.510925
	Iteration 4Q: 3 clusters Score -31945.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31953.960938 Penalty: 624.510925
	Iteration 5Q: 3 clusters Score -31953.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31959.830078 Penalty: 624.510925
	Iteration 6Q: 3 clusters Score -31959.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31963.859375 Penalty: 624.510925
	Iteration 7Q: 3 clusters Score -31963.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31968.523438 Penalty: 624.510925
	Iteration 8Q: 3 clusters Score -31968.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -31975.775391 Penalty: 624.510925
	Iteration 9Q: 3 clusters Score -31975.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31980.019531 Penalty: 624.510925
	Iteration 10Q: 3 clusters Score -31980.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31983.589844 Penalty: 624.510925
	Iteration 11Q: 3 clusters Score -31983.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31988.339844 Penalty: 624.510925
	Iteration 12Q: 3 clusters Score -31988.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -31992.460938 Penalty: 624.510925
	Iteration 13Q: 3 clusters Score -31992.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -31996.101562 Penalty: 624.510925
	Iteration 14Q: 3 clusters Score -31996.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31998.064453 Penalty: 624.510925
	Iteration 15Q: 3 clusters Score -31998.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31999.597656 Penalty: 624.510925
	Iteration 16Q: 3 clusters Score -31999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32000.533203 Penalty: 624.510925
	Iteration 17Q: 3 clusters Score -32000.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32001.347656 Penalty: 624.510925
	Iteration 18Q: 3 clusters Score -32001.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -32003.521484 Penalty: 624.510925
	Iteration 19Q: 3 clusters Score -32003.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -32007.398438 Penalty: 624.510925
	Iteration 20F: 3 clusters Score -32007.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -32011.457031 Penalty: 624.510925
	Iteration 21Q: 3 clusters Score -32011.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -32017.162109 Penalty: 624.510925
	Iteration 22Q: 3 clusters Score -32017.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -32020.720703 Penalty: 624.510925
	Iteration 23Q: 3 clusters Score -32020.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32027.144531 Penalty: 624.510925
	Iteration 24Q: 3 clusters Score -32027.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32037.093750 Penalty: 624.510925
	Iteration 25Q: 3 clusters Score -32037.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -32046.783203 Penalty: 624.510925
	Iteration 26Q: 3 clusters Score -32046.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -32058.757812 Penalty: 624.510925
	Iteration 27Q: 3 clusters Score -32058.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32078.234375 Penalty: 624.510925
	Iteration 28Q: 3 clusters Score -32078.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -32099.777344 Penalty: 624.510925
	Iteration 29Q: 3 clusters Score -32099.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32113.892578 Penalty: 624.510925
	Iteration 30Q: 3 clusters Score -32113.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32122.453125 Penalty: 624.510925
	Iteration 31Q: 3 clusters Score -32122.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32129.451172 Penalty: 624.510925
	Iteration 32Q: 3 clusters Score -32129.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -32134.927734 Penalty: 624.510925
	Iteration 33Q: 3 clusters Score -32134.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -32141.412109 Penalty: 624.510925
	Iteration 34Q: 3 clusters Score -32141.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -32144.781250 Penalty: 624.510925
	Iteration 35Q: 3 clusters Score -32144.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32147.906250 Penalty: 624.510925
	Iteration 36Q: 3 clusters Score -32147.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32152.634766 Penalty: 624.510925
	Iteration 37Q: 3 clusters Score -32152.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32161.679688 Penalty: 624.510925
	Iteration 38Q: 3 clusters Score -32161.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -32171.087891 Penalty: 624.510925
	Iteration 39Q: 3 clusters Score -32171.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -32182.150391 Penalty: 624.510925
	Iteration 40F: 3 clusters Score -32182.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32188.169922 Penalty: 624.510925
	Iteration 41Q: 3 clusters Score -32188.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32188.986328 Penalty: 624.510925
	Iteration 42Q: 3 clusters Score -32188.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -32188.986328 Penalty: 624.510925
	Iteration 43F: 3 clusters Score -32188.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Entering Unmasked Estep 
Score: -6218.532715 Penalty: 251.948715
	Iteration 0F: 2 clusters Score -6218.533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5886.322754 Penalty: 503.897430
	Iteration 0F: 3 clusters Score -5886.323 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5946.948730 Penalty: 503.897430
	Iteration 1F: 3 clusters Score -5946.949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -5966.184082 Penalty: 503.897430
	Iteration 2F: 3 clusters Score -5966.184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -5969.832031 Penalty: 503.897430
	Iteration 3Q: 3 clusters Score -5969.832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5973.367676 Penalty: 503.897430
	Iteration 4Q: 3 clusters Score -5973.368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5976.466309 Penalty: 503.897430
	Iteration 5Q: 3 clusters Score -5976.466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -5977.248047 Penalty: 503.897430
	Iteration 6Q: 3 clusters Score -5977.248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5977.851562 Penalty: 503.897430
	Iteration 7Q: 3 clusters Score -5977.852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5977.851562 Penalty: 503.897430
	Iteration 8F: 3 clusters Score -5977.852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -49295.613281 Penalty: 332.202240
	Iteration 0F: 2 clusters Score -49295.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -48167.574219 Penalty: 664.404480
	Iteration 0F: 3 clusters Score -48167.57 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48525.886719 Penalty: 664.404480
	Iteration 1F: 3 clusters Score -48525.89 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -48588.218750 Penalty: 664.404480
	Iteration 2F: 3 clusters Score -48588.22 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -48638.867188 Penalty: 664.404480
	Iteration 3F: 3 clusters Score -48638.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -48676.796875 Penalty: 664.404480
	Iteration 4Q: 3 clusters Score -48676.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -48706.203125 Penalty: 664.404480
	Iteration 5Q: 3 clusters Score -48706.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -48733.320312 Penalty: 664.404480
	Iteration 6Q: 3 clusters Score -48733.32 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -48763.042969 Penalty: 664.404480
	Iteration 7Q: 3 clusters Score -48763.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -48792.980469 Penalty: 664.404480
	Iteration 8Q: 3 clusters Score -48792.98 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -48830.675781 Penalty: 664.404480
	Iteration 9Q: 3 clusters Score -48830.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -48871.171875 Penalty: 664.404480
	Iteration 10Q: 3 clusters Score -48871.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -48902.707031 Penalty: 664.404480
	Iteration 11Q: 3 clusters Score -48902.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -48921.406250 Penalty: 664.404480
	Iteration 12Q: 3 clusters Score -48921.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -48930.796875 Penalty: 664.404480
	Iteration 13Q: 3 clusters Score -48930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -48934.941406 Penalty: 664.404480
	Iteration 14Q: 3 clusters Score -48934.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48940.175781 Penalty: 664.404480
	Iteration 15Q: 3 clusters Score -48940.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -48945.218750 Penalty: 664.404480
	Iteration 16Q: 3 clusters Score -48945.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -48946.359375 Penalty: 664.404480
	Iteration 17Q: 3 clusters Score -48946.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48947.777344 Penalty: 664.404480
	Iteration 18Q: 3 clusters Score -48947.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -48948.687500 Penalty: 664.404480
	Iteration 19Q: 3 clusters Score -48948.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -48949.937500 Penalty: 664.404480
	Iteration 20F: 3 clusters Score -48949.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -48951.652344 Penalty: 664.404480
	Iteration 21Q: 3 clusters Score -48951.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48953.468750 Penalty: 664.404480
	Iteration 22Q: 3 clusters Score -48953.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48955.433594 Penalty: 664.404480
	Iteration 23Q: 3 clusters Score -48955.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -48956.988281 Penalty: 664.404480
	Iteration 24Q: 3 clusters Score -48956.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48958.593750 Penalty: 664.404480
	Iteration 25Q: 3 clusters Score -48958.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48959.648438 Penalty: 664.404480
	Iteration 26Q: 3 clusters Score -48959.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -48962.394531 Penalty: 664.404480
	Iteration 27Q: 3 clusters Score -48962.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48966.761719 Penalty: 664.404480
	Iteration 28Q: 3 clusters Score -48966.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48971.765625 Penalty: 664.404480
	Iteration 29Q: 3 clusters Score -48971.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -48976.152344 Penalty: 664.404480
	Iteration 30Q: 3 clusters Score -48976.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48980.066406 Penalty: 664.404480
	Iteration 31Q: 3 clusters Score -48980.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -48985.027344 Penalty: 664.404480
	Iteration 32Q: 3 clusters Score -48985.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48987.160156 Penalty: 664.404480
	Iteration 33Q: 3 clusters Score -48987.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -48987.535156 Penalty: 664.404480
	Iteration 34Q: 3 clusters Score -48987.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48987.863281 Penalty: 664.404480
	Iteration 35Q: 3 clusters Score -48987.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48988.214844 Penalty: 664.404480
	Iteration 36Q: 3 clusters Score -48988.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48988.320312 Penalty: 664.404480
	Iteration 37Q: 3 clusters Score -48988.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48988.320312 Penalty: 664.404480
	Iteration 38F: 3 clusters Score -48988.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Entering Unmasked Estep 
Score: -79385.828125 Penalty: 361.827972
	Iteration 0F: 2 clusters Score -79385.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -77452.859375 Penalty: 723.655945
	Iteration 0F: 3 clusters Score -77452.86 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -78116.007812 Penalty: 723.655945
	Iteration 1F: 3 clusters Score -78116.01 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -78276.031250 Penalty: 723.655945
	Iteration 2F: 3 clusters Score -78276.03 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -78491.875000 Penalty: 723.655945
	Iteration 3F: 3 clusters Score -78491.88 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -78727.468750 Penalty: 723.655945
	Iteration 4F: 3 clusters Score -78727.47 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -78882.164062 Penalty: 723.655945
	Iteration 5F: 3 clusters Score -78882.16 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -78985.585938 Penalty: 723.655945
	Iteration 6F: 3 clusters Score -78985.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -79058.085938 Penalty: 723.655945
	Iteration 7Q: 3 clusters Score -79058.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -79107.031250 Penalty: 723.655945
	Iteration 8Q: 3 clusters Score -79107.03 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -79148.484375 Penalty: 723.655945
	Iteration 9Q: 3 clusters Score -79148.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -79179.226562 Penalty: 723.655945
	Iteration 10Q: 3 clusters Score -79179.23 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -79209.609375 Penalty: 723.655945
	Iteration 11Q: 3 clusters Score -79209.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -79224.265625 Penalty: 723.655945
	Iteration 12Q: 3 clusters Score -79224.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -79234.023438 Penalty: 723.655945
	Iteration 13Q: 3 clusters Score -79234.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -79242.132812 Penalty: 723.655945
	Iteration 14Q: 3 clusters Score -79242.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -79245.484375 Penalty: 723.655945
	Iteration 15Q: 3 clusters Score -79245.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -79246.921875 Penalty: 723.655945
	Iteration 16Q: 3 clusters Score -79246.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -79247.812500 Penalty: 723.655945
	Iteration 17Q: 3 clusters Score -79247.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -79248.484375 Penalty: 723.655945
	Iteration 18Q: 3 clusters Score -79248.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -79248.992188 Penalty: 723.655945
	Iteration 19Q: 3 clusters Score -79248.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -79249.570312 Penalty: 723.655945
	Iteration 20F: 3 clusters Score -79249.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -79249.867188 Penalty: 723.655945
	Iteration 21Q: 3 clusters Score -79249.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -79250.132812 Penalty: 723.655945
	Iteration 22Q: 3 clusters Score -79250.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -79250.468750 Penalty: 723.655945
	Iteration 23Q: 3 clusters Score -79250.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -79250.601562 Penalty: 723.655945
	Iteration 24Q: 3 clusters Score -79250.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -79250.617188 Penalty: 723.655945
	Iteration 25Q: 3 clusters Score -79250.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -79250.617188 Penalty: 723.655945
	Iteration 26F: 3 clusters Score -79250.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367156 members 
Mstep: Class 5 contains 2170 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15819 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 43989 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 1730 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 956 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496104.000000 Penalty: 12281.809570
Iteration 199Q: 21 clusters Score -2.14961e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367225 members 
Mstep: Class 4 contains 223968 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15860 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 1018 members 
Mstep: Class 10 contains 44049 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 1729 members 
Mstep: Class 13 contains 3435 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 955 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496132.000000 Penalty: 12281.809570
Iteration 200F: 21 clusters Score -2.149613e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367121 members 
Mstep: Class 4 contains 224062 members 
Mstep: Class 5 contains 2177 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15874 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44029 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 1727 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 24823 members 
Mstep: Class 15 contains 1333 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496140.000000 Penalty: 12281.809570
Iteration 201Q: 21 clusters Score -2.149614e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 367043 members 
Mstep: Class 4 contains 224120 members 
Mstep: Class 5 contains 2172 members 
Mstep: Class 6 contains 2284 members 
Mstep: Class 7 contains 15887 members 
Mstep: Class 8 contains 2051 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 44026 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 3408 members 
Mstep: Class 14 contains 24831 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 950 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2842 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 21 clusters Score -2.149618e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366983 members 
Mstep: Class 4 contains 224143 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 2052 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 44026 members 
Mstep: Class 11 contains 4702 members 
Mstep: Class 12 contains 1726 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 24840 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496178.000000 Penalty: 12281.809570
Iteration 203Q: 21 clusters Score -2.149618e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366934 members 
Mstep: Class 4 contains 224131 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 2052 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44027 members 
Mstep: Class 11 contains 4701 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 3399 members 
Mstep: Class 14 contains 24856 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 949 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 21 clusters Score -2.149616e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366906 members 
Mstep: Class 4 contains 224131 members 
Mstep: Class 5 contains 2175 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 2052 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44028 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1722 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 24872 members 
Mstep: Class 15 contains 1389 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 948 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496170.000000 Penalty: 12281.809570
Iteration 205Q: 21 clusters Score -2.149617e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23870 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366888 members 
Mstep: Class 4 contains 224127 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44025 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1721 members 
Mstep: Class 13 contains 3400 members 
Mstep: Class 14 contains 24883 members 
Mstep: Class 15 contains 1394 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496182.000000 Penalty: 12281.809570
Iteration 206Q: 21 clusters Score -2.149618e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366871 members 
Mstep: Class 4 contains 224125 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 15967 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44028 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 14 contains 24888 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496198.000000 Penalty: 12281.809570
Iteration 207Q: 21 clusters Score -2.14962e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366855 members 
Mstep: Class 4 contains 224112 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 15981 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44037 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 3414 members 
Mstep: Class 14 contains 24893 members 
Mstep: Class 15 contains 1397 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496222.000000 Penalty: 12281.809570
Iteration 208Q: 21 clusters Score -2.149622e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366843 members 
Mstep: Class 4 contains 224086 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16000 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44044 members 
Mstep: Class 11 contains 4698 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 24895 members 
Mstep: Class 15 contains 1399 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496244.000000 Penalty: 12281.809570
Iteration 209Q: 21 clusters Score -2.149624e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366834 members 
Mstep: Class 4 contains 224053 members 
Mstep: Class 5 contains 2174 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16022 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44052 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 24898 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496246.000000 Penalty: 12281.809570
Iteration 210Q: 21 clusters Score -2.149625e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366821 members 
Mstep: Class 4 contains 224020 members 
Mstep: Class 5 contains 2176 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16038 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44061 members 
Mstep: Class 11 contains 4701 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 24906 members 
Mstep: Class 15 contains 1416 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496246.000000 Penalty: 12281.809570
Iteration 211Q: 21 clusters Score -2.149625e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366805 members 
Mstep: Class 4 contains 223989 members 
Mstep: Class 5 contains 2179 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16054 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44071 members 
Mstep: Class 11 contains 4703 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 24916 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496312.000000 Penalty: 12281.809570
Iteration 212Q: 21 clusters Score -2.149631e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366792 members 
Mstep: Class 4 contains 223954 members 
Mstep: Class 5 contains 2185 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4704 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 24927 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496354.000000 Penalty: 12281.809570
Iteration 213Q: 21 clusters Score -2.149635e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366783 members 
Mstep: Class 4 contains 223927 members 
Mstep: Class 5 contains 2190 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44090 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 24932 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496370.000000 Penalty: 12281.809570
Iteration 214Q: 21 clusters Score -2.149637e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366779 members 
Mstep: Class 4 contains 223900 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16094 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 24939 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496380.000000 Penalty: 12281.809570
Iteration 215Q: 21 clusters Score -2.149638e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366777 members 
Mstep: Class 4 contains 223868 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44112 members 
Mstep: Class 11 contains 4705 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 24948 members 
Mstep: Class 15 contains 1415 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496368.000000 Penalty: 12281.809570
Iteration 216Q: 21 clusters Score -2.149637e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366774 members 
Mstep: Class 4 contains 223829 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16129 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44122 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 24960 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496340.000000 Penalty: 12281.809570
Iteration 217Q: 21 clusters Score -2.149634e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366764 members 
Mstep: Class 4 contains 223801 members 
Mstep: Class 5 contains 2195 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16135 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3437 members 
Mstep: Class 14 contains 24979 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496312.000000 Penalty: 12281.809570
Iteration 218Q: 21 clusters Score -2.149631e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366753 members 
Mstep: Class 4 contains 223776 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44142 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3445 members 
Mstep: Class 14 contains 24992 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496376.000000 Penalty: 12281.809570
Iteration 219Q: 21 clusters Score -2.149638e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366745 members 
Mstep: Class 4 contains 223752 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16154 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44151 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 3451 members 
Mstep: Class 14 contains 25003 members 
Mstep: Class 15 contains 1398 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496408.000000 Penalty: 12281.809570
Iteration 220F: 21 clusters Score -2.149641e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366740 members 
Mstep: Class 4 contains 223707 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16166 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1720 members 
Mstep: Class 13 contains 3456 members 
Mstep: Class 14 contains 25020 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 2868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496402.000000 Penalty: 12281.809570
Iteration 221Q: 21 clusters Score -2.14964e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366733 members 
Mstep: Class 4 contains 223684 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16172 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44165 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 3462 members 
Mstep: Class 14 contains 25031 members 
Mstep: Class 15 contains 1406 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496410.000000 Penalty: 12281.809570
Iteration 222Q: 21 clusters Score -2.149641e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366724 members 
Mstep: Class 4 contains 223685 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 16176 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44164 members 
Mstep: Class 11 contains 4706 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3466 members 
Mstep: Class 14 contains 25039 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 2870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496436.000000 Penalty: 12281.809570
Iteration 223Q: 21 clusters Score -2.149644e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366720 members 
Mstep: Class 4 contains 223679 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 16189 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 4707 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 25047 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496430.000000 Penalty: 12281.809570
Iteration 224Q: 21 clusters Score -2.149643e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366718 members 
Mstep: Class 4 contains 223661 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 16204 members 
Mstep: Class 8 contains 2049 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44154 members 
Mstep: Class 11 contains 4709 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3471 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 1400 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496416.000000 Penalty: 12281.809570
Iteration 225Q: 21 clusters Score -2.149642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366712 members 
Mstep: Class 4 contains 223653 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 16213 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 15 contains 1401 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496398.000000 Penalty: 12281.809570
Iteration 226Q: 21 clusters Score -2.14964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366709 members 
Mstep: Class 4 contains 223640 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16222 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 25055 members 
Mstep: Class 15 contains 1403 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496412.000000 Penalty: 12281.809570
Iteration 227Q: 21 clusters Score -2.149641e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366710 members 
Mstep: Class 4 contains 223630 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16228 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 25055 members 
Mstep: Class 15 contains 1405 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496440.000000 Penalty: 12281.809570
Iteration 228Q: 21 clusters Score -2.149644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366710 members 
Mstep: Class 4 contains 223629 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16227 members 
Mstep: Class 8 contains 2048 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3469 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496452.000000 Penalty: 12281.809570
Iteration 229Q: 21 clusters Score -2.149645e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366711 members 
Mstep: Class 4 contains 223623 members 
Mstep: Class 5 contains 2199 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16230 members 
Mstep: Class 8 contains 2047 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 15 contains 1411 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496454.000000 Penalty: 12281.809570
Iteration 230Q: 21 clusters Score -2.149645e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366707 members 
Mstep: Class 4 contains 223619 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16236 members 
Mstep: Class 8 contains 2045 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44156 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3470 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1412 members 
Mstep: Class 16 contains 1658 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496440.000000 Penalty: 12281.809570
Iteration 231Q: 21 clusters Score -2.149644e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366706 members 
Mstep: Class 4 contains 223618 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 2042 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3470 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1413 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 947 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496446.000000 Penalty: 12281.809570
Iteration 232Q: 21 clusters Score -2.149645e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366705 members 
Mstep: Class 4 contains 223614 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16244 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44155 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3470 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496442.000000 Penalty: 12281.809570
Iteration 233Q: 21 clusters Score -2.149644e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366700 members 
Mstep: Class 4 contains 223604 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3473 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496448.000000 Penalty: 12281.809570
Iteration 234Q: 21 clusters Score -2.149645e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366695 members 
Mstep: Class 4 contains 223598 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44162 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3477 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1425 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496432.000000 Penalty: 12281.809570
Iteration 235Q: 21 clusters Score -2.149643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366693 members 
Mstep: Class 4 contains 223597 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1428 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496438.000000 Penalty: 12281.809570
Iteration 236Q: 21 clusters Score -2.149644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366689 members 
Mstep: Class 4 contains 223598 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44160 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 25056 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496420.000000 Penalty: 12281.809570
Iteration 237Q: 21 clusters Score -2.149642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366691 members 
Mstep: Class 4 contains 223600 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44160 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3474 members 
Mstep: Class 14 contains 25057 members 
Mstep: Class 15 contains 1430 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496436.000000 Penalty: 12281.809570
Iteration 238Q: 21 clusters Score -2.149644e+07 nChanged 11
Entering ConstructFrom: 
Score: -21496436.000000 Penalty: 12281.809570
Entering ConstructFrom: 
Trying to split cluster 1 (23842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Entering Unmasked Estep 
Score: -763114.750000 Penalty: 458.603760
	Iteration 0F: 2 clusters Score -763114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -747299.375000 Penalty: 917.207520
	Iteration 0F: 3 clusters Score -747299.4 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -753967.625000 Penalty: 917.207520
	Iteration 1F: 3 clusters Score -753967.6 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -754543.687500 Penalty: 917.207520
	Iteration 2F: 3 clusters Score -754543.7 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -755457.375000 Penalty: 917.207520
	Iteration 3F: 3 clusters Score -755457.4 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -756900.812500 Penalty: 917.207520
	Iteration 4F: 3 clusters Score -756900.8 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -758758.375000 Penalty: 917.207520
	Iteration 5F: 3 clusters Score -758758.4 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -760398.187500 Penalty: 917.207520
	Iteration 6F: 3 clusters Score -760398.2 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -761386.062500 Penalty: 917.207520
	Iteration 7F: 3 clusters Score -761386.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -761911.625000 Penalty: 917.207520
	Iteration 8Q: 3 clusters Score -761911.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -762247.687500 Penalty: 917.207520
	Iteration 9Q: 3 clusters Score -762247.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -762462.437500 Penalty: 917.207520
	Iteration 10Q: 3 clusters Score -762462.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -762586.687500 Penalty: 917.207520
	Iteration 11Q: 3 clusters Score -762586.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -762669.125000 Penalty: 917.207520
	Iteration 12Q: 3 clusters Score -762669.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -762735.000000 Penalty: 917.207520
	Iteration 13Q: 3 clusters Score -762735 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -762774.312500 Penalty: 917.207520
	Iteration 14Q: 3 clusters Score -762774.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -762815.625000 Penalty: 917.207520
	Iteration 15Q: 3 clusters Score -762815.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -762843.375000 Penalty: 917.207520
	Iteration 16Q: 3 clusters Score -762843.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -762866.625000 Penalty: 917.207520
	Iteration 17Q: 3 clusters Score -762866.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -762894.312500 Penalty: 917.207520
	Iteration 18Q: 3 clusters Score -762894.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -762909.812500 Penalty: 917.207520
	Iteration 19Q: 3 clusters Score -762909.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -762924.812500 Penalty: 917.207520
	Iteration 20F: 3 clusters Score -762924.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -762937.000000 Penalty: 917.207520
	Iteration 21Q: 3 clusters Score -762937 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -762945.312500 Penalty: 917.207520
	Iteration 22Q: 3 clusters Score -762945.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -762950.750000 Penalty: 917.207520
	Iteration 23Q: 3 clusters Score -762950.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -762960.312500 Penalty: 917.207520
	Iteration 24Q: 3 clusters Score -762960.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -762966.875000 Penalty: 917.207520
	Iteration 25Q: 3 clusters Score -762966.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -762974.312500 Penalty: 917.207520
	Iteration 26Q: 3 clusters Score -762974.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -762979.625000 Penalty: 917.207520
	Iteration 27Q: 3 clusters Score -762979.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -762983.812500 Penalty: 917.207520
	Iteration 28Q: 3 clusters Score -762983.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -762988.000000 Penalty: 917.207520
	Iteration 29Q: 3 clusters Score -762988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -762987.937500 Penalty: 917.207520
	Iteration 30Q: 3 clusters Score -762987.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -762992.125000 Penalty: 917.207520
	Iteration 31Q: 3 clusters Score -762992.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -762996.500000 Penalty: 917.207520
	Iteration 32Q: 3 clusters Score -762996.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -762998.062500 Penalty: 917.207520
	Iteration 33Q: 3 clusters Score -762998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -763000.000000 Penalty: 917.207520
	Iteration 34Q: 3 clusters Score -763000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -763001.187500 Penalty: 917.207520
	Iteration 35Q: 3 clusters Score -763001.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -763001.687500 Penalty: 917.207520
	Iteration 36Q: 3 clusters Score -763001.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -763003.625000 Penalty: 917.207520
	Iteration 37Q: 3 clusters Score -763003.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -763005.750000 Penalty: 917.207520
	Iteration 38Q: 3 clusters Score -763005.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -763009.750000 Penalty: 917.207520
	Iteration 39Q: 3 clusters Score -763009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -763011.625000 Penalty: 917.207520
	Iteration 40F: 3 clusters Score -763011.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -763010.375000 Penalty: 917.207520
	Iteration 41Q: 3 clusters Score -763010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -763010.187500 Penalty: 917.207520
	Iteration 42Q: 3 clusters Score -763010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -763009.312500 Penalty: 917.207520
	Iteration 43Q: 3 clusters Score -763009.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -763008.562500 Penalty: 917.207520
	Iteration 44Q: 3 clusters Score -763008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -763010.375000 Penalty: 917.207520
	Iteration 45Q: 3 clusters Score -763010.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -763011.562500 Penalty: 917.207520
	Iteration 46Q: 3 clusters Score -763011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -763013.125000 Penalty: 917.207520
	Iteration 47Q: 3 clusters Score -763013.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -763011.937500 Penalty: 917.207520
	Iteration 48Q: 3 clusters Score -763011.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -763011.125000 Penalty: 917.207520
	Iteration 49Q: 3 clusters Score -763011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -763012.500000 Penalty: 917.207520
	Iteration 50Q: 3 clusters Score -763012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -763013.125000 Penalty: 917.207520
	Iteration 51Q: 3 clusters Score -763013.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -763014.375000 Penalty: 917.207520
	Iteration 52Q: 3 clusters Score -763014.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -763014.562500 Penalty: 917.207520
	Iteration 53Q: 3 clusters Score -763014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -763015.062500 Penalty: 917.207520
	Iteration 54Q: 3 clusters Score -763015.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -763014.625000 Penalty: 917.207520
	Iteration 55Q: 3 clusters Score -763014.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -763014.625000 Penalty: 917.207520
	Iteration 56F: 3 clusters Score -763014.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -36957.695312 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -36957.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -36040.652344 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -36040.65 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -36293.539062 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -36293.54 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -36361.707031 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -36361.71 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -36403.687500 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -36403.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -36455.207031 Penalty: 642.425171
	Iteration 4Q: 3 clusters Score -36455.21 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -36492.457031 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -36492.46 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -36525.289062 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -36525.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -36556.023438 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -36556.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36583.218750 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -36583.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -36615.097656 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -36615.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -36637.000000 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -36637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36666.128906 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -36666.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36691.117188 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -36691.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36706.281250 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -36706.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36713.753906 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -36713.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36716.886719 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -36716.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36719.324219 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -36719.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -36720.957031 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -36720.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -36722.957031 Penalty: 642.425171
	Iteration 18Q: 3 clusters Score -36722.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -36727.386719 Penalty: 642.425171
	Iteration 19Q: 3 clusters Score -36727.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -36731.917969 Penalty: 642.425171
	Iteration 20F: 3 clusters Score -36731.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -36737.195312 Penalty: 642.425171
	Iteration 21Q: 3 clusters Score -36737.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -36738.945312 Penalty: 642.425171
	Iteration 22Q: 3 clusters Score -36738.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36740.359375 Penalty: 642.425171
	Iteration 23Q: 3 clusters Score -36740.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -36741.929688 Penalty: 642.425171
	Iteration 24Q: 3 clusters Score -36741.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36742.132812 Penalty: 642.425171
	Iteration 25Q: 3 clusters Score -36742.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -36742.132812 Penalty: 642.425171
	Iteration 26F: 3 clusters Score -36742.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (366688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366688 members 
Entering Unmasked Estep 
Score: -11570556.000000 Penalty: 582.958130
	Iteration 0F: 2 clusters Score -1.157056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183382 members 
Mstep: Class 2 contains 183306 members 
Entering Unmasked Estep 
Score: -11320477.000000 Penalty: 1165.916260
	Iteration 0F: 3 clusters Score -1.132048e+07 nChanged 181228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181940 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -11429342.000000 Penalty: 1165.916260
	Iteration 1F: 3 clusters Score -1.142934e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180589 members 
Mstep: Class 2 contains 186099 members 
Entering Unmasked Estep 
Score: -11431861.000000 Penalty: 1165.916260
	Iteration 2Q: 3 clusters Score -1.143186e+07 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 188264 members 
Entering Unmasked Estep 
Score: -11435098.000000 Penalty: 1165.916260
	Iteration 3Q: 3 clusters Score -1.14351e+07 nChanged 13878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175222 members 
Mstep: Class 2 contains 191466 members 
Entering Unmasked Estep 
Score: -11439568.000000 Penalty: 1165.916260
	Iteration 4Q: 3 clusters Score -1.143957e+07 nChanged 15646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 195784 members 
Entering Unmasked Estep 
Score: -11445527.000000 Penalty: 1165.916260
	Iteration 5Q: 3 clusters Score -1.144553e+07 nChanged 17667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 201147 members 
Entering Unmasked Estep 
Score: -11453859.000000 Penalty: 1165.916260
	Iteration 6Q: 3 clusters Score -1.145386e+07 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159665 members 
Mstep: Class 2 contains 207023 members 
Entering Unmasked Estep 
Score: -11466276.000000 Penalty: 1165.916260
	Iteration 7F: 3 clusters Score -1.146628e+07 nChanged 21329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 212462 members 
Entering Unmasked Estep 
Score: -11482272.000000 Penalty: 1165.916260
	Iteration 8F: 3 clusters Score -1.148227e+07 nChanged 21019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150119 members 
Mstep: Class 2 contains 216569 members 
Entering Unmasked Estep 
Score: -11496563.000000 Penalty: 1165.916260
	Iteration 9F: 3 clusters Score -1.149656e+07 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146738 members 
Mstep: Class 2 contains 219950 members 
Entering Unmasked Estep 
Score: -11503088.000000 Penalty: 1165.916260
	Iteration 10Q: 3 clusters Score -1.150309e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142956 members 
Mstep: Class 2 contains 223732 members 
Entering Unmasked Estep 
Score: -11505536.000000 Penalty: 1165.916260
	Iteration 11Q: 3 clusters Score -1.150554e+07 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138752 members 
Mstep: Class 2 contains 227936 members 
Entering Unmasked Estep 
Score: -11506671.000000 Penalty: 1165.916260
	Iteration 12Q: 3 clusters Score -1.150667e+07 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134176 members 
Mstep: Class 2 contains 232512 members 
Entering Unmasked Estep 
Score: -11507688.000000 Penalty: 1165.916260
	Iteration 13Q: 3 clusters Score -1.150769e+07 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129270 members 
Mstep: Class 2 contains 237418 members 
Entering Unmasked Estep 
Score: -11509045.000000 Penalty: 1165.916260
	Iteration 14Q: 3 clusters Score -1.150904e+07 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124066 members 
Mstep: Class 2 contains 242622 members 
Entering Unmasked Estep 
Score: -11510496.000000 Penalty: 1165.916260
	Iteration 15Q: 3 clusters Score -1.15105e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 248116 members 
Entering Unmasked Estep 
Score: -11512247.000000 Penalty: 1165.916260
	Iteration 16Q: 3 clusters Score -1.151225e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112707 members 
Mstep: Class 2 contains 253981 members 
Entering Unmasked Estep 
Score: -11514218.000000 Penalty: 1165.916260
	Iteration 17Q: 3 clusters Score -1.151422e+07 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106733 members 
Mstep: Class 2 contains 259955 members 
Entering Unmasked Estep 
Score: -11516244.000000 Penalty: 1165.916260
	Iteration 18Q: 3 clusters Score -1.151624e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 266219 members 
Entering Unmasked Estep 
Score: -11518658.000000 Penalty: 1165.916260
	Iteration 19Q: 3 clusters Score -1.151866e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94095 members 
Mstep: Class 2 contains 272593 members 
Entering Unmasked Estep 
Score: -11521315.000000 Penalty: 1165.916260
	Iteration 20F: 3 clusters Score -1.152132e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 279115 members 
Entering Unmasked Estep 
Score: -11524176.000000 Penalty: 1165.916260
	Iteration 21Q: 3 clusters Score -1.152418e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81048 members 
Mstep: Class 2 contains 285640 members 
Entering Unmasked Estep 
Score: -11527151.000000 Penalty: 1165.916260
	Iteration 22Q: 3 clusters Score -1.152715e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74413 members 
Mstep: Class 2 contains 292275 members 
Entering Unmasked Estep 
Score: -11530226.000000 Penalty: 1165.916260
	Iteration 23Q: 3 clusters Score -1.153023e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67989 members 
Mstep: Class 2 contains 298699 members 
Entering Unmasked Estep 
Score: -11532971.000000 Penalty: 1165.916260
	Iteration 24Q: 3 clusters Score -1.153297e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61658 members 
Mstep: Class 2 contains 305030 members 
Entering Unmasked Estep 
Score: -11535798.000000 Penalty: 1165.916260
	Iteration 25Q: 3 clusters Score -1.15358e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55412 members 
Mstep: Class 2 contains 311276 members 
Entering Unmasked Estep 
Score: -11538658.000000 Penalty: 1165.916260
	Iteration 26Q: 3 clusters Score -1.153866e+07 nChanged 6133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49343 members 
Mstep: Class 2 contains 317345 members 
Entering Unmasked Estep 
Score: -11541586.000000 Penalty: 1165.916260
	Iteration 27Q: 3 clusters Score -1.154159e+07 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 323188 members 
Entering Unmasked Estep 
Score: -11544466.000000 Penalty: 1165.916260
	Iteration 28Q: 3 clusters Score -1.154447e+07 nChanged 5636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 328814 members 
Entering Unmasked Estep 
Score: -11547410.000000 Penalty: 1165.916260
	Iteration 29Q: 3 clusters Score -1.154741e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32460 members 
Mstep: Class 2 contains 334228 members 
Entering Unmasked Estep 
Score: -11550369.000000 Penalty: 1165.916260
	Iteration 30Q: 3 clusters Score -1.155037e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 339389 members 
Entering Unmasked Estep 
Score: -11553352.000000 Penalty: 1165.916260
	Iteration 31Q: 3 clusters Score -1.155335e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 344189 members 
Entering Unmasked Estep 
Score: -11556289.000000 Penalty: 1165.916260
	Iteration 32Q: 3 clusters Score -1.155629e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 348518 members 
Entering Unmasked Estep 
Score: -11559023.000000 Penalty: 1165.916260
	Iteration 33Q: 3 clusters Score -1.155902e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 352347 members 
Entering Unmasked Estep 
Score: -11561525.000000 Penalty: 1165.916260
	Iteration 34Q: 3 clusters Score -1.156152e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 355610 members 
Entering Unmasked Estep 
Score: -11563625.000000 Penalty: 1165.916260
	Iteration 35Q: 3 clusters Score -1.156362e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 358300 members 
Entering Unmasked Estep 
Score: -11565352.000000 Penalty: 1165.916260
	Iteration 36Q: 3 clusters Score -1.156535e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 360478 members 
Entering Unmasked Estep 
Score: -11566659.000000 Penalty: 1165.916260
	Iteration 37Q: 3 clusters Score -1.156666e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 362191 members 
Entering Unmasked Estep 
Score: -11567770.000000 Penalty: 1165.916260
	Iteration 38Q: 3 clusters Score -1.156777e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 363473 members 
Entering Unmasked Estep 
Score: -11568507.000000 Penalty: 1165.916260
	Iteration 39Q: 3 clusters Score -1.156851e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 364385 members 
Entering Unmasked Estep 
Score: -11569008.000000 Penalty: 1165.916260
	Iteration 40F: 3 clusters Score -1.156901e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 364986 members 
Entering Unmasked Estep 
Score: -11569400.000000 Penalty: 1165.916260
	Iteration 41Q: 3 clusters Score -1.15694e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 365417 members 
Entering Unmasked Estep 
Score: -11569560.000000 Penalty: 1165.916260
	Iteration 42Q: 3 clusters Score -1.156956e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 365718 members 
Entering Unmasked Estep 
Score: -11569697.000000 Penalty: 1165.916260
	Iteration 43Q: 3 clusters Score -1.15697e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 365909 members 
Entering Unmasked Estep 
Score: -11569796.000000 Penalty: 1165.916260
	Iteration 44Q: 3 clusters Score -1.15698e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 366041 members 
Entering Unmasked Estep 
Score: -11569844.000000 Penalty: 1165.916260
	Iteration 45Q: 3 clusters Score -1.156984e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 366137 members 
Entering Unmasked Estep 
Score: -11569906.000000 Penalty: 1165.916260
	Iteration 46Q: 3 clusters Score -1.156991e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 366197 members 
Entering Unmasked Estep 
Score: -11569949.000000 Penalty: 1165.916260
	Iteration 47Q: 3 clusters Score -1.156995e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 366248 members 
Entering Unmasked Estep 
Score: -11569966.000000 Penalty: 1165.916260
	Iteration 48Q: 3 clusters Score -1.156997e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 366285 members 
Entering Unmasked Estep 
Score: -11569974.000000 Penalty: 1165.916260
	Iteration 49Q: 3 clusters Score -1.156997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 366303 members 
Entering Unmasked Estep 
Score: -11569981.000000 Penalty: 1165.916260
	Iteration 50Q: 3 clusters Score -1.156998e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 366321 members 
Entering Unmasked Estep 
Score: -11569998.000000 Penalty: 1165.916260
	Iteration 51Q: 3 clusters Score -1.157e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 366340 members 
Entering Unmasked Estep 
Score: -11570007.000000 Penalty: 1165.916260
	Iteration 52Q: 3 clusters Score -1.157001e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 366348 members 
Entering Unmasked Estep 
Score: -11570022.000000 Penalty: 1165.916260
	Iteration 53Q: 3 clusters Score -1.157002e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 366365 members 
Entering Unmasked Estep 
Score: -11570035.000000 Penalty: 1165.916260
	Iteration 54Q: 3 clusters Score -1.157004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 366382 members 
Entering Unmasked Estep 
Score: -11570051.000000 Penalty: 1165.916260
	Iteration 55Q: 3 clusters Score -1.157005e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 366395 members 
Entering Unmasked Estep 
Score: -11570042.000000 Penalty: 1165.916260
	Iteration 56Q: 3 clusters Score -1.157004e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 366402 members 
Entering Unmasked Estep 
Score: -11570053.000000 Penalty: 1165.916260
	Iteration 57Q: 3 clusters Score -1.157005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 366411 members 
Entering Unmasked Estep 
Score: -11570060.000000 Penalty: 1165.916260
	Iteration 58Q: 3 clusters Score -1.157006e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 366416 members 
Entering Unmasked Estep 
Score: -11570064.000000 Penalty: 1165.916260
	Iteration 59Q: 3 clusters Score -1.157006e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 366418 members 
Entering Unmasked Estep 
Score: -11570063.000000 Penalty: 1165.916260
	Iteration 60F: 3 clusters Score -1.157006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 366423 members 
Entering Unmasked Estep 
Score: -11570066.000000 Penalty: 1165.916260
	Iteration 61Q: 3 clusters Score -1.157007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 366430 members 
Entering Unmasked Estep 
Score: -11570065.000000 Penalty: 1165.916260
	Iteration 62Q: 3 clusters Score -1.157006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 366435 members 
Entering Unmasked Estep 
Score: -11570061.000000 Penalty: 1165.916260
	Iteration 63Q: 3 clusters Score -1.157006e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 366436 members 
Entering Unmasked Estep 
Score: -11570062.000000 Penalty: 1165.916260
	Iteration 64Q: 3 clusters Score -1.157006e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 366436 members 
Entering Unmasked Estep 
Score: -11570060.000000 Penalty: 1165.916260
	Iteration 65Q: 3 clusters Score -1.157006e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 366439 members 
Entering Unmasked Estep 
Score: -11570068.000000 Penalty: 1165.916260
	Iteration 66Q: 3 clusters Score -1.157007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 366440 members 
Entering Unmasked Estep 
Score: -11570067.000000 Penalty: 1165.916260
	Iteration 67Q: 3 clusters Score -1.157007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 366440 members 
Entering Unmasked Estep 
Score: -11570069.000000 Penalty: 1165.916260
	Iteration 68Q: 3 clusters Score -1.157007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 366440 members 
Entering Unmasked Estep 
Score: -11570067.000000 Penalty: 1165.916260
	Iteration 69Q: 3 clusters Score -1.157007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 366441 members 
Entering Unmasked Estep 
Score: -11570067.000000 Penalty: 1165.916260
	Iteration 70Q: 3 clusters Score -1.157007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 366442 members 
Entering Unmasked Estep 
Score: -11570067.000000 Penalty: 1165.916260
	Iteration 71Q: 3 clusters Score -1.157007e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 366444 members 
Entering Unmasked Estep 
Score: -11570068.000000 Penalty: 1165.916260
	Iteration 72Q: 3 clusters Score -1.157007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366445 members 
Entering Unmasked Estep 
Score: -11570066.000000 Penalty: 1165.916260
	Iteration 73Q: 3 clusters Score -1.157007e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 366445 members 
Entering Unmasked Estep 
Score: -11570066.000000 Penalty: 1165.916260
	Iteration 74F: 3 clusters Score -1.157007e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (223598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223598 members 
Entering Unmasked Estep 
Score: -6661747.500000 Penalty: 560.451050
	Iteration 0F: 2 clusters Score -6661748 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111635 members 
Mstep: Class 2 contains 111963 members 
Entering Unmasked Estep 
Score: -6509284.000000 Penalty: 1120.902100
	Iteration 0F: 3 clusters Score -6509284 nChanged 110258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108909 members 
Mstep: Class 2 contains 114689 members 
Entering Unmasked Estep 
Score: -6575301.000000 Penalty: 1120.902100
	Iteration 1F: 3 clusters Score -6575301 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107411 members 
Mstep: Class 2 contains 116187 members 
Entering Unmasked Estep 
Score: -6577254.500000 Penalty: 1120.902100
	Iteration 2Q: 3 clusters Score -6577254 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104599 members 
Mstep: Class 2 contains 118999 members 
Entering Unmasked Estep 
Score: -6580014.000000 Penalty: 1120.902100
	Iteration 3Q: 3 clusters Score -6580014 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99850 members 
Mstep: Class 2 contains 123748 members 
Entering Unmasked Estep 
Score: -6584099.000000 Penalty: 1120.902100
	Iteration 4Q: 3 clusters Score -6584099 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92772 members 
Mstep: Class 2 contains 130826 members 
Entering Unmasked Estep 
Score: -6589689.500000 Penalty: 1120.902100
	Iteration 5Q: 3 clusters Score -6589690 nChanged 12248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83366 members 
Mstep: Class 2 contains 140232 members 
Entering Unmasked Estep 
Score: -6597382.000000 Penalty: 1120.902100
	Iteration 6F: 3 clusters Score -6597382 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72031 members 
Mstep: Class 2 contains 151567 members 
Entering Unmasked Estep 
Score: -6606669.500000 Penalty: 1120.902100
	Iteration 7F: 3 clusters Score -6606670 nChanged 13847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 163266 members 
Entering Unmasked Estep 
Score: -6616815.000000 Penalty: 1120.902100
	Iteration 8F: 3 clusters Score -6616815 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 173929 members 
Entering Unmasked Estep 
Score: -6625943.500000 Penalty: 1120.902100
	Iteration 9F: 3 clusters Score -6625944 nChanged 10528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -6633086.500000 Penalty: 1120.902100
	Iteration 10Q: 3 clusters Score -6633086 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 189329 members 
Entering Unmasked Estep 
Score: -6638149.500000 Penalty: 1120.902100
	Iteration 11Q: 3 clusters Score -6638150 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 195131 members 
Entering Unmasked Estep 
Score: -6642029.000000 Penalty: 1120.902100
	Iteration 12Q: 3 clusters Score -6642029 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 200285 members 
Entering Unmasked Estep 
Score: -6645292.500000 Penalty: 1120.902100
	Iteration 13Q: 3 clusters Score -6645292 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 205079 members 
Entering Unmasked Estep 
Score: -6648432.500000 Penalty: 1120.902100
	Iteration 14Q: 3 clusters Score -6648432 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 209310 members 
Entering Unmasked Estep 
Score: -6651214.000000 Penalty: 1120.902100
	Iteration 15Q: 3 clusters Score -6651214 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 213054 members 
Entering Unmasked Estep 
Score: -6653833.000000 Penalty: 1120.902100
	Iteration 16Q: 3 clusters Score -6653833 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 216171 members 
Entering Unmasked Estep 
Score: -6656045.000000 Penalty: 1120.902100
	Iteration 17Q: 3 clusters Score -6656045 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 218583 members 
Entering Unmasked Estep 
Score: -6657770.500000 Penalty: 1120.902100
	Iteration 18Q: 3 clusters Score -6657770 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 220335 members 
Entering Unmasked Estep 
Score: -6659048.500000 Penalty: 1120.902100
	Iteration 19Q: 3 clusters Score -6659048 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 221613 members 
Entering Unmasked Estep 
Score: -6659942.000000 Penalty: 1120.902100
	Iteration 20F: 3 clusters Score -6659942 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 222424 members 
Entering Unmasked Estep 
Score: -6660550.500000 Penalty: 1120.902100
	Iteration 21Q: 3 clusters Score -6660550 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 222899 members 
Entering Unmasked Estep 
Score: -6660869.000000 Penalty: 1120.902100
	Iteration 22Q: 3 clusters Score -6660869 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 223148 members 
Entering Unmasked Estep 
Score: -6660993.000000 Penalty: 1120.902100
	Iteration 23Q: 3 clusters Score -6660993 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 223296 members 
Entering Unmasked Estep 
Score: -6661097.500000 Penalty: 1120.902100
	Iteration 24Q: 3 clusters Score -6661098 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223368 members 
Entering Unmasked Estep 
Score: -6661131.500000 Penalty: 1120.902100
	Iteration 25Q: 3 clusters Score -6661132 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 223425 members 
Entering Unmasked Estep 
Score: -6661178.500000 Penalty: 1120.902100
	Iteration 26Q: 3 clusters Score -6661178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 223456 members 
Entering Unmasked Estep 
Score: -6661206.000000 Penalty: 1120.902100
	Iteration 27Q: 3 clusters Score -6661206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 223470 members 
Entering Unmasked Estep 
Score: -6661219.000000 Penalty: 1120.902100
	Iteration 28Q: 3 clusters Score -6661219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 223482 members 
Entering Unmasked Estep 
Score: -6661230.000000 Penalty: 1120.902100
	Iteration 29Q: 3 clusters Score -6661230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 223491 members 
Entering Unmasked Estep 
Score: -6661243.500000 Penalty: 1120.902100
	Iteration 30Q: 3 clusters Score -6661244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 223496 members 
Entering Unmasked Estep 
Score: -6661244.000000 Penalty: 1120.902100
	Iteration 31Q: 3 clusters Score -6661244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 223499 members 
Entering Unmasked Estep 
Score: -6661253.000000 Penalty: 1120.902100
	Iteration 32Q: 3 clusters Score -6661253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 223503 members 
Entering Unmasked Estep 
Score: -6661256.500000 Penalty: 1120.902100
	Iteration 33Q: 3 clusters Score -6661256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 223506 members 
Entering Unmasked Estep 
Score: -6661258.500000 Penalty: 1120.902100
	Iteration 34Q: 3 clusters Score -6661258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 223510 members 
Entering Unmasked Estep 
Score: -6661258.500000 Penalty: 1120.902100
	Iteration 35Q: 3 clusters Score -6661258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 223512 members 
Entering Unmasked Estep 
Score: -6661263.500000 Penalty: 1120.902100
	Iteration 36Q: 3 clusters Score -6661264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 223513 members 
Entering Unmasked Estep 
Score: -6661263.000000 Penalty: 1120.902100
	Iteration 37Q: 3 clusters Score -6661263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 223513 members 
Entering Unmasked Estep 
Score: -6661263.000000 Penalty: 1120.902100
	Iteration 38F: 3 clusters Score -6661263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -73089.984375 Penalty: 350.136292
	Iteration 0F: 2 clusters Score -73089.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -71551.531250 Penalty: 700.272583
	Iteration 0F: 3 clusters Score -71551.53 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -72127.851562 Penalty: 700.272583
	Iteration 1F: 3 clusters Score -72127.85 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -72264.296875 Penalty: 700.272583
	Iteration 2F: 3 clusters Score -72264.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -72377.281250 Penalty: 700.272583
	Iteration 3F: 3 clusters Score -72377.28 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -72468.335938 Penalty: 700.272583
	Iteration 4F: 3 clusters Score -72468.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -72536.703125 Penalty: 700.272583
	Iteration 5Q: 3 clusters Score -72536.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -72580.093750 Penalty: 700.272583
	Iteration 6Q: 3 clusters Score -72580.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -72593.296875 Penalty: 700.272583
	Iteration 7Q: 3 clusters Score -72593.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -72600.804688 Penalty: 700.272583
	Iteration 8Q: 3 clusters Score -72600.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -72611.468750 Penalty: 700.272583
	Iteration 9Q: 3 clusters Score -72611.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -72624.953125 Penalty: 700.272583
	Iteration 10Q: 3 clusters Score -72624.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -72635.539062 Penalty: 700.272583
	Iteration 11Q: 3 clusters Score -72635.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -72640.718750 Penalty: 700.272583
	Iteration 12Q: 3 clusters Score -72640.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -72645.906250 Penalty: 700.272583
	Iteration 13Q: 3 clusters Score -72645.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -72652.257812 Penalty: 700.272583
	Iteration 14Q: 3 clusters Score -72652.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -72658.671875 Penalty: 700.272583
	Iteration 15Q: 3 clusters Score -72658.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -72664.171875 Penalty: 700.272583
	Iteration 16Q: 3 clusters Score -72664.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -72669.203125 Penalty: 700.272583
	Iteration 17Q: 3 clusters Score -72669.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -72674.093750 Penalty: 700.272583
	Iteration 18Q: 3 clusters Score -72674.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -72676.031250 Penalty: 700.272583
	Iteration 19Q: 3 clusters Score -72676.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -72676.765625 Penalty: 700.272583
	Iteration 20F: 3 clusters Score -72676.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -72677.203125 Penalty: 700.272583
	Iteration 21Q: 3 clusters Score -72677.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -72678.539062 Penalty: 700.272583
	Iteration 22Q: 3 clusters Score -72678.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -72680.492188 Penalty: 700.272583
	Iteration 23Q: 3 clusters Score -72680.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -72682.101562 Penalty: 700.272583
	Iteration 24Q: 3 clusters Score -72682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -72682.773438 Penalty: 700.272583
	Iteration 25Q: 3 clusters Score -72682.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -72684.375000 Penalty: 700.272583
	Iteration 26Q: 3 clusters Score -72684.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -72685.945312 Penalty: 700.272583
	Iteration 27Q: 3 clusters Score -72685.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -72689.414062 Penalty: 700.272583
	Iteration 28Q: 3 clusters Score -72689.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -72692.867188 Penalty: 700.272583
	Iteration 29Q: 3 clusters Score -72692.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -72696.828125 Penalty: 700.272583
	Iteration 30Q: 3 clusters Score -72696.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -72699.875000 Penalty: 700.272583
	Iteration 31Q: 3 clusters Score -72699.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72701.515625 Penalty: 700.272583
	Iteration 32Q: 3 clusters Score -72701.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72703.085938 Penalty: 700.272583
	Iteration 33Q: 3 clusters Score -72703.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -72704.109375 Penalty: 700.272583
	Iteration 34Q: 3 clusters Score -72704.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72704.734375 Penalty: 700.272583
	Iteration 35Q: 3 clusters Score -72704.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -72705.062500 Penalty: 700.272583
	Iteration 36Q: 3 clusters Score -72705.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -72705.062500 Penalty: 700.272583
	Iteration 37F: 3 clusters Score -72705.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -78425.289062 Penalty: 351.822815
	Iteration 0F: 2 clusters Score -78425.29 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 1130 members 
Entering Unmasked Estep 
Score: -76776.921875 Penalty: 703.645630
	Iteration 0F: 3 clusters Score -76776.92 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -77316.687500 Penalty: 703.645630
	Iteration 1F: 3 clusters Score -77316.69 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -77366.820312 Penalty: 703.645630
	Iteration 2F: 3 clusters Score -77366.82 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -77417.718750 Penalty: 703.645630
	Iteration 3Q: 3 clusters Score -77417.72 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -77478.382812 Penalty: 703.645630
	Iteration 4Q: 3 clusters Score -77478.38 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -77561.546875 Penalty: 703.645630
	Iteration 5F: 3 clusters Score -77561.55 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -77652.695312 Penalty: 703.645630
	Iteration 6F: 3 clusters Score -77652.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -77765.859375 Penalty: 703.645630
	Iteration 7F: 3 clusters Score -77765.86 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -77872.625000 Penalty: 703.645630
	Iteration 8F: 3 clusters Score -77872.62 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -77946.148438 Penalty: 703.645630
	Iteration 9Q: 3 clusters Score -77946.15 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -77999.250000 Penalty: 703.645630
	Iteration 10Q: 3 clusters Score -77999.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -78024.078125 Penalty: 703.645630
	Iteration 11Q: 3 clusters Score -78024.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78040.359375 Penalty: 703.645630
	Iteration 12Q: 3 clusters Score -78040.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78058.375000 Penalty: 703.645630
	Iteration 13Q: 3 clusters Score -78058.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78073.718750 Penalty: 703.645630
	Iteration 14Q: 3 clusters Score -78073.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78088.617188 Penalty: 703.645630
	Iteration 15Q: 3 clusters Score -78088.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78094.101562 Penalty: 703.645630
	Iteration 16Q: 3 clusters Score -78094.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78101.367188 Penalty: 703.645630
	Iteration 17Q: 3 clusters Score -78101.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78107.187500 Penalty: 703.645630
	Iteration 18Q: 3 clusters Score -78107.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78111.398438 Penalty: 703.645630
	Iteration 19Q: 3 clusters Score -78111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -78113.070312 Penalty: 703.645630
	Iteration 20F: 3 clusters Score -78113.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -78114.703125 Penalty: 703.645630
	Iteration 21Q: 3 clusters Score -78114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -78116.984375 Penalty: 703.645630
	Iteration 22Q: 3 clusters Score -78116.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -78120.335938 Penalty: 703.645630
	Iteration 23Q: 3 clusters Score -78120.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78122.273438 Penalty: 703.645630
	Iteration 24Q: 3 clusters Score -78122.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78123.468750 Penalty: 703.645630
	Iteration 25Q: 3 clusters Score -78123.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -78123.468750 Penalty: 703.645630
	Iteration 26F: 3 clusters Score -78123.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Entering Unmasked Estep 
Score: -520017.968750 Penalty: 441.161102
	Iteration 0F: 2 clusters Score -520018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -509132.343750 Penalty: 882.322205
	Iteration 0F: 3 clusters Score -509132.3 nChanged 7736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -513499.406250 Penalty: 882.322205
	Iteration 1F: 3 clusters Score -513499.4 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -514006.000000 Penalty: 882.322205
	Iteration 2F: 3 clusters Score -514006 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -514780.625000 Penalty: 882.322205
	Iteration 3F: 3 clusters Score -514780.6 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -515939.562500 Penalty: 882.322205
	Iteration 4F: 3 clusters Score -515939.6 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -517212.312500 Penalty: 882.322205
	Iteration 5F: 3 clusters Score -517212.3 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -518098.093750 Penalty: 882.322205
	Iteration 6F: 3 clusters Score -518098.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -518473.906250 Penalty: 882.322205
	Iteration 7Q: 3 clusters Score -518473.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -518611.937500 Penalty: 882.322205
	Iteration 8Q: 3 clusters Score -518611.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -518682.125000 Penalty: 882.322205
	Iteration 9Q: 3 clusters Score -518682.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -518730.718750 Penalty: 882.322205
	Iteration 10Q: 3 clusters Score -518730.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -518778.968750 Penalty: 882.322205
	Iteration 11Q: 3 clusters Score -518779 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -518823.687500 Penalty: 882.322205
	Iteration 12Q: 3 clusters Score -518823.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -518866.062500 Penalty: 882.322205
	Iteration 13Q: 3 clusters Score -518866.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -518915.156250 Penalty: 882.322205
	Iteration 14Q: 3 clusters Score -518915.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -518969.906250 Penalty: 882.322205
	Iteration 15Q: 3 clusters Score -518969.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -519019.937500 Penalty: 882.322205
	Iteration 16Q: 3 clusters Score -519019.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -519072.093750 Penalty: 882.322205
	Iteration 17Q: 3 clusters Score -519072.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -519126.500000 Penalty: 882.322205
	Iteration 18Q: 3 clusters Score -519126.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 14451 members 
Entering Unmasked Estep 
Score: -519176.687500 Penalty: 882.322205
	Iteration 19Q: 3 clusters Score -519176.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -519228.406250 Penalty: 882.322205
	Iteration 20F: 3 clusters Score -519228.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -519278.593750 Penalty: 882.322205
	Iteration 21Q: 3 clusters Score -519278.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -519319.531250 Penalty: 882.322205
	Iteration 22Q: 3 clusters Score -519319.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -519361.406250 Penalty: 882.322205
	Iteration 23Q: 3 clusters Score -519361.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -519402.093750 Penalty: 882.322205
	Iteration 24Q: 3 clusters Score -519402.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -519440.312500 Penalty: 882.322205
	Iteration 25Q: 3 clusters Score -519440.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -519462.906250 Penalty: 882.322205
	Iteration 26Q: 3 clusters Score -519462.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -519492.781250 Penalty: 882.322205
	Iteration 27Q: 3 clusters Score -519492.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -519522.750000 Penalty: 882.322205
	Iteration 28Q: 3 clusters Score -519522.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -519563.656250 Penalty: 882.322205
	Iteration 29Q: 3 clusters Score -519563.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -519594.437500 Penalty: 882.322205
	Iteration 30Q: 3 clusters Score -519594.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -519617.531250 Penalty: 882.322205
	Iteration 31Q: 3 clusters Score -519617.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -519636.406250 Penalty: 882.322205
	Iteration 32Q: 3 clusters Score -519636.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -519651.593750 Penalty: 882.322205
	Iteration 33Q: 3 clusters Score -519651.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -519670.781250 Penalty: 882.322205
	Iteration 34Q: 3 clusters Score -519670.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -519678.375000 Penalty: 882.322205
	Iteration 35Q: 3 clusters Score -519678.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -519683.625000 Penalty: 882.322205
	Iteration 36Q: 3 clusters Score -519683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -519685.187500 Penalty: 882.322205
	Iteration 37Q: 3 clusters Score -519685.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -519687.031250 Penalty: 882.322205
	Iteration 38Q: 3 clusters Score -519687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -519688.593750 Penalty: 882.322205
	Iteration 39Q: 3 clusters Score -519688.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -519691.250000 Penalty: 882.322205
	Iteration 40F: 3 clusters Score -519691.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -519693.875000 Penalty: 882.322205
	Iteration 41Q: 3 clusters Score -519693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -519696.843750 Penalty: 882.322205
	Iteration 42Q: 3 clusters Score -519696.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -519698.968750 Penalty: 882.322205
	Iteration 43Q: 3 clusters Score -519699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -519698.968750 Penalty: 882.322205
	Iteration 44Q: 3 clusters Score -519699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -519699.656250 Penalty: 882.322205
	Iteration 45Q: 3 clusters Score -519699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -519700.218750 Penalty: 882.322205
	Iteration 46Q: 3 clusters Score -519700.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -519700.437500 Penalty: 882.322205
	Iteration 47Q: 3 clusters Score -519700.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -519701.000000 Penalty: 882.322205
	Iteration 48Q: 3 clusters Score -519701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -519701.000000 Penalty: 882.322205
	Iteration 49Q: 3 clusters Score -519701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -519701.531250 Penalty: 882.322205
	Iteration 50Q: 3 clusters Score -519701.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -519701.531250 Penalty: 882.322205
	Iteration 51F: 3 clusters Score -519701.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -54965.460938 Penalty: 346.764374
	Iteration 0F: 2 clusters Score -54965.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -53500.570312 Penalty: 693.528748
	Iteration 0F: 3 clusters Score -53500.57 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -54042.554688 Penalty: 693.528748
	Iteration 1F: 3 clusters Score -54042.55 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -54194.316406 Penalty: 693.528748
	Iteration 2F: 3 clusters Score -54194.32 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -54331.148438 Penalty: 693.528748
	Iteration 3F: 3 clusters Score -54331.15 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -54436.375000 Penalty: 693.528748
	Iteration 4F: 3 clusters Score -54436.38 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -54515.402344 Penalty: 693.528748
	Iteration 5F: 3 clusters Score -54515.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -54571.578125 Penalty: 693.528748
	Iteration 6Q: 3 clusters Score -54571.58 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54606.429688 Penalty: 693.528748
	Iteration 7Q: 3 clusters Score -54606.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -54652.105469 Penalty: 693.528748
	Iteration 8Q: 3 clusters Score -54652.11 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -54684.742188 Penalty: 693.528748
	Iteration 9Q: 3 clusters Score -54684.74 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -54717.019531 Penalty: 693.528748
	Iteration 10Q: 3 clusters Score -54717.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54728.160156 Penalty: 693.528748
	Iteration 11Q: 3 clusters Score -54728.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -54733.566406 Penalty: 693.528748
	Iteration 12Q: 3 clusters Score -54733.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -54737.960938 Penalty: 693.528748
	Iteration 13Q: 3 clusters Score -54737.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54741.617188 Penalty: 693.528748
	Iteration 14Q: 3 clusters Score -54741.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54747.121094 Penalty: 693.528748
	Iteration 15Q: 3 clusters Score -54747.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54750.890625 Penalty: 693.528748
	Iteration 16Q: 3 clusters Score -54750.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54751.800781 Penalty: 693.528748
	Iteration 17Q: 3 clusters Score -54751.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54752.390625 Penalty: 693.528748
	Iteration 18Q: 3 clusters Score -54752.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54752.531250 Penalty: 693.528748
	Iteration 19Q: 3 clusters Score -54752.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -54752.531250 Penalty: 693.528748
	Iteration 20F: 3 clusters Score -54752.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -32208.097656 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -32208.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -31382.951172 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -31382.95 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -31588.658203 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -31588.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -31626.435547 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -31626.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31655.738281 Penalty: 629.781128
	Iteration 3Q: 3 clusters Score -31655.74 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -31675.185547 Penalty: 629.781128
	Iteration 4Q: 3 clusters Score -31675.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -31693.695312 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -31693.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31711.150391 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -31711.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -31735.794922 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -31735.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31754.966797 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -31754.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -31771.845703 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -31771.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31785.109375 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -31785.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31791.378906 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -31791.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31794.595703 Penalty: 629.781128
	Iteration 12Q: 3 clusters Score -31794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31797.470703 Penalty: 629.781128
	Iteration 13Q: 3 clusters Score -31797.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31801.394531 Penalty: 629.781128
	Iteration 14Q: 3 clusters Score -31801.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31804.443359 Penalty: 629.781128
	Iteration 15Q: 3 clusters Score -31804.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -31810.826172 Penalty: 629.781128
	Iteration 16Q: 3 clusters Score -31810.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -31813.857422 Penalty: 629.781128
	Iteration 17Q: 3 clusters Score -31813.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -31816.468750 Penalty: 629.781128
	Iteration 18Q: 3 clusters Score -31816.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31820.287109 Penalty: 629.781128
	Iteration 19Q: 3 clusters Score -31820.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -31825.087891 Penalty: 629.781128
	Iteration 20F: 3 clusters Score -31825.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -31828.027344 Penalty: 629.781128
	Iteration 21Q: 3 clusters Score -31828.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31830.691406 Penalty: 629.781128
	Iteration 22Q: 3 clusters Score -31830.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -31832.904297 Penalty: 629.781128
	Iteration 23Q: 3 clusters Score -31832.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -31834.843750 Penalty: 629.781128
	Iteration 24Q: 3 clusters Score -31834.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -31837.921875 Penalty: 629.781128
	Iteration 25Q: 3 clusters Score -31837.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31840.105469 Penalty: 629.781128
	Iteration 26Q: 3 clusters Score -31840.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31843.662109 Penalty: 629.781128
	Iteration 27Q: 3 clusters Score -31843.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31845.992188 Penalty: 629.781128
	Iteration 28Q: 3 clusters Score -31845.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31849.683594 Penalty: 629.781128
	Iteration 29Q: 3 clusters Score -31849.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31851.958984 Penalty: 629.781128
	Iteration 30Q: 3 clusters Score -31851.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31854.400391 Penalty: 629.781128
	Iteration 31Q: 3 clusters Score -31854.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31855.839844 Penalty: 629.781128
	Iteration 32Q: 3 clusters Score -31855.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -31856.652344 Penalty: 629.781128
	Iteration 33Q: 3 clusters Score -31856.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31856.798828 Penalty: 629.781128
	Iteration 34Q: 3 clusters Score -31856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -31856.798828 Penalty: 629.781128
	Iteration 35F: 3 clusters Score -31856.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Entering Unmasked Estep 
Score: -1410778.625000 Penalty: 486.648651
	Iteration 0F: 2 clusters Score -1410779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -1381151.625000 Penalty: 973.297302
	Iteration 0F: 3 clusters Score -1381152 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -1394820.750000 Penalty: 973.297302
	Iteration 1F: 3 clusters Score -1394821 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -1396287.250000 Penalty: 973.297302
	Iteration 2F: 3 clusters Score -1396287 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -1398438.375000 Penalty: 973.297302
	Iteration 3F: 3 clusters Score -1398438 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 30864 members 
Entering Unmasked Estep 
Score: -1401206.875000 Penalty: 973.297302
	Iteration 4F: 3 clusters Score -1401207 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 33051 members 
Entering Unmasked Estep 
Score: -1404139.500000 Penalty: 973.297302
	Iteration 5F: 3 clusters Score -1404140 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -1406098.750000 Penalty: 973.297302
	Iteration 6Q: 3 clusters Score -1406099 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -1406965.125000 Penalty: 973.297302
	Iteration 7Q: 3 clusters Score -1406965 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -1407458.500000 Penalty: 973.297302
	Iteration 8Q: 3 clusters Score -1407458 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -1407871.750000 Penalty: 973.297302
	Iteration 9Q: 3 clusters Score -1407872 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -1408247.625000 Penalty: 973.297302
	Iteration 10Q: 3 clusters Score -1408248 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -1408590.250000 Penalty: 973.297302
	Iteration 11Q: 3 clusters Score -1408590 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -1408850.375000 Penalty: 973.297302
	Iteration 12Q: 3 clusters Score -1408850 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -1409058.375000 Penalty: 973.297302
	Iteration 13Q: 3 clusters Score -1409058 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -1409231.750000 Penalty: 973.297302
	Iteration 14Q: 3 clusters Score -1409232 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -1409423.625000 Penalty: 973.297302
	Iteration 15Q: 3 clusters Score -1409424 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -1409606.625000 Penalty: 973.297302
	Iteration 16Q: 3 clusters Score -1409607 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -1409758.500000 Penalty: 973.297302
	Iteration 17Q: 3 clusters Score -1409758 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -1409905.125000 Penalty: 973.297302
	Iteration 18Q: 3 clusters Score -1409905 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -1410036.500000 Penalty: 973.297302
	Iteration 19Q: 3 clusters Score -1410036 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -1410143.250000 Penalty: 973.297302
	Iteration 20F: 3 clusters Score -1410143 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -1410225.875000 Penalty: 973.297302
	Iteration 21Q: 3 clusters Score -1410226 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -1410294.125000 Penalty: 973.297302
	Iteration 22Q: 3 clusters Score -1410294 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -1410346.125000 Penalty: 973.297302
	Iteration 23Q: 3 clusters Score -1410346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -1410400.750000 Penalty: 973.297302
	Iteration 24Q: 3 clusters Score -1410401 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -1410436.500000 Penalty: 973.297302
	Iteration 25Q: 3 clusters Score -1410436 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -1410459.125000 Penalty: 973.297302
	Iteration 26Q: 3 clusters Score -1410459 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -1410472.625000 Penalty: 973.297302
	Iteration 27Q: 3 clusters Score -1410473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -1410488.125000 Penalty: 973.297302
	Iteration 28Q: 3 clusters Score -1410488 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -1410505.875000 Penalty: 973.297302
	Iteration 29Q: 3 clusters Score -1410506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -1410513.000000 Penalty: 973.297302
	Iteration 30Q: 3 clusters Score -1410513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -1410518.750000 Penalty: 973.297302
	Iteration 31Q: 3 clusters Score -1410519 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -1410523.500000 Penalty: 973.297302
	Iteration 32Q: 3 clusters Score -1410524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -1410525.375000 Penalty: 973.297302
	Iteration 33Q: 3 clusters Score -1410525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -1410527.000000 Penalty: 973.297302
	Iteration 34Q: 3 clusters Score -1410527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -1410526.750000 Penalty: 973.297302
	Iteration 35Q: 3 clusters Score -1410527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -1410527.125000 Penalty: 973.297302
	Iteration 36Q: 3 clusters Score -1410527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -1410532.625000 Penalty: 973.297302
	Iteration 37Q: 3 clusters Score -1410533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -1410534.000000 Penalty: 973.297302
	Iteration 38Q: 3 clusters Score -1410534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -1410533.750000 Penalty: 973.297302
	Iteration 39Q: 3 clusters Score -1410534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -1410532.500000 Penalty: 973.297302
	Iteration 40F: 3 clusters Score -1410532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -1410538.000000 Penalty: 973.297302
	Iteration 41Q: 3 clusters Score -1410538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -1410538.000000 Penalty: 973.297302
	Iteration 42Q: 3 clusters Score -1410538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -1410538.750000 Penalty: 973.297302
	Iteration 43Q: 3 clusters Score -1410539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -1410539.125000 Penalty: 973.297302
	Iteration 44Q: 3 clusters Score -1410539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -1410540.875000 Penalty: 973.297302
	Iteration 45Q: 3 clusters Score -1410541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -1410541.000000 Penalty: 973.297302
	Iteration 46Q: 3 clusters Score -1410541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -1410541.500000 Penalty: 973.297302
	Iteration 47Q: 3 clusters Score -1410542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -1410541.500000 Penalty: 973.297302
	Iteration 48Q: 3 clusters Score -1410542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -1410542.500000 Penalty: 973.297302
	Iteration 49Q: 3 clusters Score -1410542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -1410544.750000 Penalty: 973.297302
	Iteration 50Q: 3 clusters Score -1410545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -1410545.000000 Penalty: 973.297302
	Iteration 51Q: 3 clusters Score -1410545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -1410547.000000 Penalty: 973.297302
	Iteration 52Q: 3 clusters Score -1410547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -1410548.000000 Penalty: 973.297302
	Iteration 53Q: 3 clusters Score -1410548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -1410548.250000 Penalty: 973.297302
	Iteration 54Q: 3 clusters Score -1410548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -1410549.125000 Penalty: 973.297302
	Iteration 55Q: 3 clusters Score -1410549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -1410549.375000 Penalty: 973.297302
	Iteration 56Q: 3 clusters Score -1410549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -1410551.375000 Penalty: 973.297302
	Iteration 57Q: 3 clusters Score -1410551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -1410550.375000 Penalty: 973.297302
	Iteration 58Q: 3 clusters Score -1410550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -1410550.625000 Penalty: 973.297302
	Iteration 59Q: 3 clusters Score -1410551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -1410552.750000 Penalty: 973.297302
	Iteration 60F: 3 clusters Score -1410553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -1410552.875000 Penalty: 973.297302
	Iteration 61Q: 3 clusters Score -1410553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -1410552.125000 Penalty: 973.297302
	Iteration 62Q: 3 clusters Score -1410552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -1410554.000000 Penalty: 973.297302
	Iteration 63Q: 3 clusters Score -1410554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -1410553.750000 Penalty: 973.297302
	Iteration 64Q: 3 clusters Score -1410554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -1410553.750000 Penalty: 973.297302
	Iteration 65F: 3 clusters Score -1410554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -155961.093750 Penalty: 384.813660
	Iteration 0F: 2 clusters Score -155961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -152713.000000 Penalty: 769.627319
	Iteration 0F: 3 clusters Score -152713 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -153926.390625 Penalty: 769.627319
	Iteration 1F: 3 clusters Score -153926.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -154072.625000 Penalty: 769.627319
	Iteration 2F: 3 clusters Score -154072.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -154206.687500 Penalty: 769.627319
	Iteration 3F: 3 clusters Score -154206.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -154338.234375 Penalty: 769.627319
	Iteration 4F: 3 clusters Score -154338.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -154486.953125 Penalty: 769.627319
	Iteration 5F: 3 clusters Score -154487 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -154654.843750 Penalty: 769.627319
	Iteration 6F: 3 clusters Score -154654.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -154841.796875 Penalty: 769.627319
	Iteration 7F: 3 clusters Score -154841.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -154969.609375 Penalty: 769.627319
	Iteration 8Q: 3 clusters Score -154969.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -155069.125000 Penalty: 769.627319
	Iteration 9Q: 3 clusters Score -155069.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -155162.218750 Penalty: 769.627319
	Iteration 10Q: 3 clusters Score -155162.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -155237.171875 Penalty: 769.627319
	Iteration 11Q: 3 clusters Score -155237.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -155297.765625 Penalty: 769.627319
	Iteration 12Q: 3 clusters Score -155297.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -155339.421875 Penalty: 769.627319
	Iteration 13Q: 3 clusters Score -155339.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -155367.875000 Penalty: 769.627319
	Iteration 14Q: 3 clusters Score -155367.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -155386.671875 Penalty: 769.627319
	Iteration 15Q: 3 clusters Score -155386.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -155397.015625 Penalty: 769.627319
	Iteration 16Q: 3 clusters Score -155397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -155406.687500 Penalty: 769.627319
	Iteration 17Q: 3 clusters Score -155406.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -155417.921875 Penalty: 769.627319
	Iteration 18Q: 3 clusters Score -155417.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -155428.031250 Penalty: 769.627319
	Iteration 19Q: 3 clusters Score -155428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -155435.375000 Penalty: 769.627319
	Iteration 20F: 3 clusters Score -155435.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -155440.609375 Penalty: 769.627319
	Iteration 21Q: 3 clusters Score -155440.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -155444.937500 Penalty: 769.627319
	Iteration 22Q: 3 clusters Score -155444.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -155449.843750 Penalty: 769.627319
	Iteration 23Q: 3 clusters Score -155449.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -155455.046875 Penalty: 769.627319
	Iteration 24Q: 3 clusters Score -155455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -155460.656250 Penalty: 769.627319
	Iteration 25Q: 3 clusters Score -155460.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -155466.031250 Penalty: 769.627319
	Iteration 26Q: 3 clusters Score -155466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -155471.625000 Penalty: 769.627319
	Iteration 27Q: 3 clusters Score -155471.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -155477.031250 Penalty: 769.627319
	Iteration 28Q: 3 clusters Score -155477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -155482.234375 Penalty: 769.627319
	Iteration 29Q: 3 clusters Score -155482.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -155488.062500 Penalty: 769.627319
	Iteration 30Q: 3 clusters Score -155488.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -155493.234375 Penalty: 769.627319
	Iteration 31Q: 3 clusters Score -155493.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -155497.796875 Penalty: 769.627319
	Iteration 32Q: 3 clusters Score -155497.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -155504.937500 Penalty: 769.627319
	Iteration 33Q: 3 clusters Score -155504.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -155512.593750 Penalty: 769.627319
	Iteration 34Q: 3 clusters Score -155512.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -155519.468750 Penalty: 769.627319
	Iteration 35Q: 3 clusters Score -155519.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -155526.250000 Penalty: 769.627319
	Iteration 36Q: 3 clusters Score -155526.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -155535.984375 Penalty: 769.627319
	Iteration 37Q: 3 clusters Score -155536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -155545.609375 Penalty: 769.627319
	Iteration 38Q: 3 clusters Score -155545.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -155550.562500 Penalty: 769.627319
	Iteration 39Q: 3 clusters Score -155550.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -155553.703125 Penalty: 769.627319
	Iteration 40F: 3 clusters Score -155553.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -155557.375000 Penalty: 769.627319
	Iteration 41Q: 3 clusters Score -155557.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -155561.140625 Penalty: 769.627319
	Iteration 42Q: 3 clusters Score -155561.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -155566.406250 Penalty: 769.627319
	Iteration 43Q: 3 clusters Score -155566.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -155571.968750 Penalty: 769.627319
	Iteration 44Q: 3 clusters Score -155572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -155577.140625 Penalty: 769.627319
	Iteration 45Q: 3 clusters Score -155577.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -155580.984375 Penalty: 769.627319
	Iteration 46Q: 3 clusters Score -155581 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -155584.406250 Penalty: 769.627319
	Iteration 47Q: 3 clusters Score -155584.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -155587.968750 Penalty: 769.627319
	Iteration 48Q: 3 clusters Score -155588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -155591.328125 Penalty: 769.627319
	Iteration 49Q: 3 clusters Score -155591.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -155594.718750 Penalty: 769.627319
	Iteration 50Q: 3 clusters Score -155594.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -155597.609375 Penalty: 769.627319
	Iteration 51Q: 3 clusters Score -155597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -155600.343750 Penalty: 769.627319
	Iteration 52Q: 3 clusters Score -155600.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -155602.640625 Penalty: 769.627319
	Iteration 53Q: 3 clusters Score -155602.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -155605.109375 Penalty: 769.627319
	Iteration 54Q: 3 clusters Score -155605.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -155607.578125 Penalty: 769.627319
	Iteration 55Q: 3 clusters Score -155607.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -155608.671875 Penalty: 769.627319
	Iteration 56Q: 3 clusters Score -155608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -155609.156250 Penalty: 769.627319
	Iteration 57Q: 3 clusters Score -155609.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -155609.812500 Penalty: 769.627319
	Iteration 58Q: 3 clusters Score -155609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -155609.984375 Penalty: 769.627319
	Iteration 59Q: 3 clusters Score -155610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -155610.578125 Penalty: 769.627319
	Iteration 60F: 3 clusters Score -155610.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -155610.562500 Penalty: 769.627319
	Iteration 61Q: 3 clusters Score -155610.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -155610.562500 Penalty: 769.627319
	Iteration 62F: 3 clusters Score -155610.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -55692.738281 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -55692.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -54409.574219 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -54409.57 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -54817.183594 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -54817.18 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -54867.878906 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -54867.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -54914.753906 Penalty: 677.692322
	Iteration 3Q: 3 clusters Score -54914.75 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54970.648438 Penalty: 677.692322
	Iteration 4F: 3 clusters Score -54970.65 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -55019.910156 Penalty: 677.692322
	Iteration 5Q: 3 clusters Score -55019.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -55075.203125 Penalty: 677.692322
	Iteration 6Q: 3 clusters Score -55075.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -55132.257812 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -55132.26 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -55202.535156 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -55202.54 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -55261.093750 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -55261.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -55301.757812 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -55301.76 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -55323.339844 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -55323.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -55334.488281 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -55334.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -55339.796875 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -55339.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -55341.898438 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -55341.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -55344.468750 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -55344.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -55345.687500 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -55345.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -55346.386719 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -55346.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -55346.933594 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -55346.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -55347.531250 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -55347.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -55348.550781 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -55348.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -55351.628906 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -55351.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55355.488281 Penalty: 677.692322
	Iteration 22Q: 3 clusters Score -55355.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55358.484375 Penalty: 677.692322
	Iteration 23Q: 3 clusters Score -55358.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -55360.785156 Penalty: 677.692322
	Iteration 24Q: 3 clusters Score -55360.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -55363.210938 Penalty: 677.692322
	Iteration 25Q: 3 clusters Score -55363.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -55363.949219 Penalty: 677.692322
	Iteration 26Q: 3 clusters Score -55363.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -55364.164062 Penalty: 677.692322
	Iteration 27Q: 3 clusters Score -55364.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -55364.359375 Penalty: 677.692322
	Iteration 28Q: 3 clusters Score -55364.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -55364.359375 Penalty: 677.692322
	Iteration 29F: 3 clusters Score -55364.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -120595.523438 Penalty: 370.964325
	Iteration 0F: 2 clusters Score -120595.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -118258.507812 Penalty: 741.928650
	Iteration 0F: 3 clusters Score -118258.5 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -119090.843750 Penalty: 741.928650
	Iteration 1F: 3 clusters Score -119090.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -119222.257812 Penalty: 741.928650
	Iteration 2F: 3 clusters Score -119222.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -119390.695312 Penalty: 741.928650
	Iteration 3F: 3 clusters Score -119390.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -119601.078125 Penalty: 741.928650
	Iteration 4F: 3 clusters Score -119601.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -119855.953125 Penalty: 741.928650
	Iteration 5F: 3 clusters Score -119856 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -120120.851562 Penalty: 741.928650
	Iteration 6F: 3 clusters Score -120120.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -120299.351562 Penalty: 741.928650
	Iteration 7F: 3 clusters Score -120299.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -120359.171875 Penalty: 741.928650
	Iteration 8Q: 3 clusters Score -120359.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -120391.101562 Penalty: 741.928650
	Iteration 9Q: 3 clusters Score -120391.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120408.453125 Penalty: 741.928650
	Iteration 10Q: 3 clusters Score -120408.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -120421.265625 Penalty: 741.928650
	Iteration 11Q: 3 clusters Score -120421.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -120434.351562 Penalty: 741.928650
	Iteration 12Q: 3 clusters Score -120434.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120445.453125 Penalty: 741.928650
	Iteration 13Q: 3 clusters Score -120445.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120451.625000 Penalty: 741.928650
	Iteration 14Q: 3 clusters Score -120451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -120462.085938 Penalty: 741.928650
	Iteration 15Q: 3 clusters Score -120462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120470.992188 Penalty: 741.928650
	Iteration 16Q: 3 clusters Score -120471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120476.929688 Penalty: 741.928650
	Iteration 17Q: 3 clusters Score -120476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120482.515625 Penalty: 741.928650
	Iteration 18Q: 3 clusters Score -120482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120483.710938 Penalty: 741.928650
	Iteration 19Q: 3 clusters Score -120483.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120484.882812 Penalty: 741.928650
	Iteration 20F: 3 clusters Score -120484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120485.531250 Penalty: 741.928650
	Iteration 21Q: 3 clusters Score -120485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120485.765625 Penalty: 741.928650
	Iteration 22Q: 3 clusters Score -120485.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120485.960938 Penalty: 741.928650
	Iteration 23Q: 3 clusters Score -120486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120486.054688 Penalty: 741.928650
	Iteration 24Q: 3 clusters Score -120486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120486.054688 Penalty: 741.928650
	Iteration 25F: 3 clusters Score -120486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Entering Unmasked Estep 
Score: -722426.687500 Penalty: 460.868958
	Iteration 0F: 2 clusters Score -722426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -705767.812500 Penalty: 921.737915
	Iteration 0F: 3 clusters Score -705767.8 nChanged 11897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -713046.625000 Penalty: 921.737915
	Iteration 1F: 3 clusters Score -713046.6 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -713590.187500 Penalty: 921.737915
	Iteration 2Q: 3 clusters Score -713590.2 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -714524.625000 Penalty: 921.737915
	Iteration 3F: 3 clusters Score -714524.6 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -715856.062500 Penalty: 921.737915
	Iteration 4F: 3 clusters Score -715856.1 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -717309.937500 Penalty: 921.737915
	Iteration 5F: 3 clusters Score -717309.9 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -718515.750000 Penalty: 921.737915
	Iteration 6F: 3 clusters Score -718515.8 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -719230.750000 Penalty: 921.737915
	Iteration 7Q: 3 clusters Score -719230.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -719663.437500 Penalty: 921.737915
	Iteration 8Q: 3 clusters Score -719663.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -719960.187500 Penalty: 921.737915
	Iteration 9Q: 3 clusters Score -719960.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -720237.312500 Penalty: 921.737915
	Iteration 10Q: 3 clusters Score -720237.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -720477.437500 Penalty: 921.737915
	Iteration 11Q: 3 clusters Score -720477.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -720702.375000 Penalty: 921.737915
	Iteration 12Q: 3 clusters Score -720702.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -720914.312500 Penalty: 921.737915
	Iteration 13Q: 3 clusters Score -720914.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -721083.562500 Penalty: 921.737915
	Iteration 14Q: 3 clusters Score -721083.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -721202.312500 Penalty: 921.737915
	Iteration 15Q: 3 clusters Score -721202.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -721308.875000 Penalty: 921.737915
	Iteration 16Q: 3 clusters Score -721308.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -721415.750000 Penalty: 921.737915
	Iteration 17Q: 3 clusters Score -721415.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -721503.937500 Penalty: 921.737915
	Iteration 18Q: 3 clusters Score -721503.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -721575.500000 Penalty: 921.737915
	Iteration 19Q: 3 clusters Score -721575.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -721631.687500 Penalty: 921.737915
	Iteration 20F: 3 clusters Score -721631.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -721672.500000 Penalty: 921.737915
	Iteration 21Q: 3 clusters Score -721672.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -721711.937500 Penalty: 921.737915
	Iteration 22Q: 3 clusters Score -721711.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -721738.312500 Penalty: 921.737915
	Iteration 23Q: 3 clusters Score -721738.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -721766.687500 Penalty: 921.737915
	Iteration 24Q: 3 clusters Score -721766.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -721792.375000 Penalty: 921.737915
	Iteration 25Q: 3 clusters Score -721792.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -721817.000000 Penalty: 921.737915
	Iteration 26Q: 3 clusters Score -721817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -721833.500000 Penalty: 921.737915
	Iteration 27Q: 3 clusters Score -721833.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -721844.437500 Penalty: 921.737915
	Iteration 28Q: 3 clusters Score -721844.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -721854.062500 Penalty: 921.737915
	Iteration 29Q: 3 clusters Score -721854.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -721863.625000 Penalty: 921.737915
	Iteration 30Q: 3 clusters Score -721863.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -721880.437500 Penalty: 921.737915
	Iteration 31Q: 3 clusters Score -721880.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -721892.750000 Penalty: 921.737915
	Iteration 32Q: 3 clusters Score -721892.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -721907.875000 Penalty: 921.737915
	Iteration 33Q: 3 clusters Score -721907.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -721922.812500 Penalty: 921.737915
	Iteration 34Q: 3 clusters Score -721922.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -721935.062500 Penalty: 921.737915
	Iteration 35Q: 3 clusters Score -721935.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -721950.312500 Penalty: 921.737915
	Iteration 36Q: 3 clusters Score -721950.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -721964.562500 Penalty: 921.737915
	Iteration 37Q: 3 clusters Score -721964.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -721977.500000 Penalty: 921.737915
	Iteration 38Q: 3 clusters Score -721977.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -722000.375000 Penalty: 921.737915
	Iteration 39Q: 3 clusters Score -722000.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -722023.687500 Penalty: 921.737915
	Iteration 40F: 3 clusters Score -722023.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -722035.312500 Penalty: 921.737915
	Iteration 41Q: 3 clusters Score -722035.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -722041.187500 Penalty: 921.737915
	Iteration 42Q: 3 clusters Score -722041.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -722043.812500 Penalty: 921.737915
	Iteration 43Q: 3 clusters Score -722043.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -722046.312500 Penalty: 921.737915
	Iteration 44Q: 3 clusters Score -722046.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -722051.062500 Penalty: 921.737915
	Iteration 45Q: 3 clusters Score -722051.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -722060.375000 Penalty: 921.737915
	Iteration 46Q: 3 clusters Score -722060.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -722059.500000 Penalty: 921.737915
	Iteration 47Q: 3 clusters Score -722059.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -722063.250000 Penalty: 921.737915
	Iteration 48Q: 3 clusters Score -722063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -722067.500000 Penalty: 921.737915
	Iteration 49Q: 3 clusters Score -722067.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -722069.312500 Penalty: 921.737915
	Iteration 50Q: 3 clusters Score -722069.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -722071.687500 Penalty: 921.737915
	Iteration 51Q: 3 clusters Score -722071.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -722073.937500 Penalty: 921.737915
	Iteration 52Q: 3 clusters Score -722073.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24551 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -722075.000000 Penalty: 921.737915
	Iteration 53Q: 3 clusters Score -722075 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -722078.937500 Penalty: 921.737915
	Iteration 54Q: 3 clusters Score -722078.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -722082.375000 Penalty: 921.737915
	Iteration 55Q: 3 clusters Score -722082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -722085.750000 Penalty: 921.737915
	Iteration 56Q: 3 clusters Score -722085.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -722086.125000 Penalty: 921.737915
	Iteration 57Q: 3 clusters Score -722086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -722087.750000 Penalty: 921.737915
	Iteration 58Q: 3 clusters Score -722087.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -722087.625000 Penalty: 921.737915
	Iteration 59Q: 3 clusters Score -722087.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -722087.062500 Penalty: 921.737915
	Iteration 60F: 3 clusters Score -722087.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -722088.375000 Penalty: 921.737915
	Iteration 61Q: 3 clusters Score -722088.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -722088.562500 Penalty: 921.737915
	Iteration 62Q: 3 clusters Score -722088.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -722090.062500 Penalty: 921.737915
	Iteration 63Q: 3 clusters Score -722090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -722091.687500 Penalty: 921.737915
	Iteration 64Q: 3 clusters Score -722091.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -722091.750000 Penalty: 921.737915
	Iteration 65Q: 3 clusters Score -722091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -722093.750000 Penalty: 921.737915
	Iteration 66Q: 3 clusters Score -722093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -722093.625000 Penalty: 921.737915
	Iteration 67Q: 3 clusters Score -722093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -722093.875000 Penalty: 921.737915
	Iteration 68Q: 3 clusters Score -722093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -722093.687500 Penalty: 921.737915
	Iteration 69Q: 3 clusters Score -722093.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -722094.187500 Penalty: 921.737915
	Iteration 70Q: 3 clusters Score -722094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -722094.625000 Penalty: 921.737915
	Iteration 71Q: 3 clusters Score -722094.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -722095.812500 Penalty: 921.737915
	Iteration 72Q: 3 clusters Score -722095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24614 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -722097.812500 Penalty: 921.737915
	Iteration 73Q: 3 clusters Score -722097.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -722100.437500 Penalty: 921.737915
	Iteration 74Q: 3 clusters Score -722100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -722100.937500 Penalty: 921.737915
	Iteration 75Q: 3 clusters Score -722100.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -722100.937500 Penalty: 921.737915
	Iteration 76Q: 3 clusters Score -722100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -722102.250000 Penalty: 921.737915
	Iteration 77Q: 3 clusters Score -722102.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -722102.625000 Penalty: 921.737915
	Iteration 78Q: 3 clusters Score -722102.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -722102.625000 Penalty: 921.737915
	Iteration 79F: 3 clusters Score -722102.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Entering Unmasked Estep 
Score: -44536.027344 Penalty: 330.672424
	Iteration 0F: 2 clusters Score -44536.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -43447.402344 Penalty: 661.344849
	Iteration 0F: 3 clusters Score -43447.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -43785.710938 Penalty: 661.344849
	Iteration 1F: 3 clusters Score -43785.71 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -43846.859375 Penalty: 661.344849
	Iteration 2F: 3 clusters Score -43846.86 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -43891.203125 Penalty: 661.344849
	Iteration 3F: 3 clusters Score -43891.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -43945.171875 Penalty: 661.344849
	Iteration 4Q: 3 clusters Score -43945.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -43992.765625 Penalty: 661.344849
	Iteration 5Q: 3 clusters Score -43992.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -44042.890625 Penalty: 661.344849
	Iteration 6Q: 3 clusters Score -44042.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -44075.980469 Penalty: 661.344849
	Iteration 7Q: 3 clusters Score -44075.98 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -44099.160156 Penalty: 661.344849
	Iteration 8Q: 3 clusters Score -44099.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -44117.351562 Penalty: 661.344849
	Iteration 9Q: 3 clusters Score -44117.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -44136.359375 Penalty: 661.344849
	Iteration 10Q: 3 clusters Score -44136.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -44152.246094 Penalty: 661.344849
	Iteration 11Q: 3 clusters Score -44152.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -44180.265625 Penalty: 661.344849
	Iteration 12Q: 3 clusters Score -44180.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -44192.589844 Penalty: 661.344849
	Iteration 13Q: 3 clusters Score -44192.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -44208.246094 Penalty: 661.344849
	Iteration 14Q: 3 clusters Score -44208.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -44216.773438 Penalty: 661.344849
	Iteration 15Q: 3 clusters Score -44216.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -44224.652344 Penalty: 661.344849
	Iteration 16Q: 3 clusters Score -44224.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -44232.109375 Penalty: 661.344849
	Iteration 17Q: 3 clusters Score -44232.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -44236.832031 Penalty: 661.344849
	Iteration 18Q: 3 clusters Score -44236.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -44243.304688 Penalty: 661.344849
	Iteration 19Q: 3 clusters Score -44243.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -44250.703125 Penalty: 661.344849
	Iteration 20F: 3 clusters Score -44250.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -44257.566406 Penalty: 661.344849
	Iteration 21Q: 3 clusters Score -44257.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -44261.433594 Penalty: 661.344849
	Iteration 22Q: 3 clusters Score -44261.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -44262.648438 Penalty: 661.344849
	Iteration 23Q: 3 clusters Score -44262.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -44263.039062 Penalty: 661.344849
	Iteration 24Q: 3 clusters Score -44263.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -44263.039062 Penalty: 661.344849
	Iteration 25F: 3 clusters Score -44263.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Entering Unmasked Estep 
Score: -55150.609375 Penalty: 337.280762
	Iteration 0F: 2 clusters Score -55150.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -53901.285156 Penalty: 674.561523
	Iteration 0F: 3 clusters Score -53901.29 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -54284.527344 Penalty: 674.561523
	Iteration 1F: 3 clusters Score -54284.53 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -54346.054688 Penalty: 674.561523
	Iteration 2F: 3 clusters Score -54346.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -54398.707031 Penalty: 674.561523
	Iteration 3F: 3 clusters Score -54398.71 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -54465.167969 Penalty: 674.561523
	Iteration 4F: 3 clusters Score -54465.17 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54518.218750 Penalty: 674.561523
	Iteration 5Q: 3 clusters Score -54518.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -54575.351562 Penalty: 674.561523
	Iteration 6F: 3 clusters Score -54575.35 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -54627.914062 Penalty: 674.561523
	Iteration 7F: 3 clusters Score -54627.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -54669.820312 Penalty: 674.561523
	Iteration 8Q: 3 clusters Score -54669.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -54715.042969 Penalty: 674.561523
	Iteration 9Q: 3 clusters Score -54715.04 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -54780.718750 Penalty: 674.561523
	Iteration 10Q: 3 clusters Score -54780.72 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -54844.933594 Penalty: 674.561523
	Iteration 11Q: 3 clusters Score -54844.93 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -54879.156250 Penalty: 674.561523
	Iteration 12Q: 3 clusters Score -54879.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -54907.160156 Penalty: 674.561523
	Iteration 13Q: 3 clusters Score -54907.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -54920.992188 Penalty: 674.561523
	Iteration 14Q: 3 clusters Score -54920.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -54928.640625 Penalty: 674.561523
	Iteration 15Q: 3 clusters Score -54928.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -54934.496094 Penalty: 674.561523
	Iteration 16Q: 3 clusters Score -54934.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -54939.476562 Penalty: 674.561523
	Iteration 17Q: 3 clusters Score -54939.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -54942.343750 Penalty: 674.561523
	Iteration 18Q: 3 clusters Score -54942.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -54944.589844 Penalty: 674.561523
	Iteration 19Q: 3 clusters Score -54944.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -54947.218750 Penalty: 674.561523
	Iteration 20F: 3 clusters Score -54947.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -54948.808594 Penalty: 674.561523
	Iteration 21Q: 3 clusters Score -54948.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -54949.042969 Penalty: 674.561523
	Iteration 22Q: 3 clusters Score -54949.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -54949.042969 Penalty: 674.561523
	Iteration 23F: 3 clusters Score -54949.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -32109.800781 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -32109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -31331.216797 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -31331.22 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -31546.509766 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -31546.51 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -31596.138672 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -31596.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -31621.740234 Penalty: 623.554077
	Iteration 3F: 3 clusters Score -31621.74 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -31637.728516 Penalty: 623.554077
	Iteration 4Q: 3 clusters Score -31637.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -31650.824219 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -31650.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -31665.791016 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -31665.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -31685.400391 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -31685.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -31702.257812 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -31702.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -31713.855469 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -31713.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -31728.644531 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -31728.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -31744.587891 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -31744.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -31761.488281 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -31761.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31773.617188 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -31773.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -31784.769531 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -31784.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -31790.382812 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -31790.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -31795.089844 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -31795.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -31804.500000 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -31804.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -31814.078125 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -31814.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -31820.792969 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -31820.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -31829.283203 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -31829.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -31833.492188 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -31833.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -31835.371094 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -31835.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -31836.171875 Penalty: 623.554077
	Iteration 23Q: 3 clusters Score -31836.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -31836.171875 Penalty: 623.554077
	Iteration 24F: 3 clusters Score -31836.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -6188.699707 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -6188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5900.889648 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -5900.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5957.411621 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -5957.412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -5965.595703 Penalty: 503.538452
	Iteration 2Q: 3 clusters Score -5965.596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -5967.492676 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -5967.493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -5968.255371 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -5968.255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -5968.980957 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -5968.981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -5969.539062 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -5969.539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -5970.329590 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -5970.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -5970.895996 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -5970.896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -5973.597168 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -5973.597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5975.252930 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -5975.253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -5979.902832 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -5979.903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5982.653320 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -5982.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -5985.973145 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -5985.973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5986.416504 Penalty: 503.538452
	Iteration 14Q: 3 clusters Score -5986.417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -5986.416504 Penalty: 503.538452
	Iteration 15F: 3 clusters Score -5986.417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -49255.777344 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -49255.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -48115.738281 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -48115.74 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -48458.160156 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -48458.16 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -48523.308594 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -48523.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -48563.988281 Penalty: 664.343018
	Iteration 3F: 3 clusters Score -48563.99 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -48605.757812 Penalty: 664.343018
	Iteration 4Q: 3 clusters Score -48605.76 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -48651.542969 Penalty: 664.343018
	Iteration 5Q: 3 clusters Score -48651.54 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -48683.886719 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -48683.89 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -48720.300781 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -48720.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -48754.457031 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -48754.46 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -48793.214844 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -48793.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -48825.820312 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -48825.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -48854.109375 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -48854.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -48876.468750 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -48876.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -48892.617188 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -48892.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -48906.214844 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -48906.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -48914.371094 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -48914.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -48927.414062 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -48927.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -48957.578125 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -48957.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -48971.027344 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -48971.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -48980.335938 Penalty: 664.343018
	Iteration 19Q: 3 clusters Score -48980.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -48984.246094 Penalty: 664.343018
	Iteration 20F: 3 clusters Score -48984.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -48984.578125 Penalty: 664.343018
	Iteration 21Q: 3 clusters Score -48984.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -48984.578125 Penalty: 664.343018
	Iteration 22F: 3 clusters Score -48984.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -80254.289062 Penalty: 362.321594
	Iteration 0F: 2 clusters Score -80254.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -78237.671875 Penalty: 724.643188
	Iteration 0F: 3 clusters Score -78237.67 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -78993.781250 Penalty: 724.643188
	Iteration 1F: 3 clusters Score -78993.78 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -79133.476562 Penalty: 724.643188
	Iteration 2F: 3 clusters Score -79133.48 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -79291.898438 Penalty: 724.643188
	Iteration 3F: 3 clusters Score -79291.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -79467.054688 Penalty: 724.643188
	Iteration 4F: 3 clusters Score -79467.05 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -79609.953125 Penalty: 724.643188
	Iteration 5F: 3 clusters Score -79609.95 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -79715.804688 Penalty: 724.643188
	Iteration 6Q: 3 clusters Score -79715.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -79782.640625 Penalty: 724.643188
	Iteration 7Q: 3 clusters Score -79782.64 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -79822.687500 Penalty: 724.643188
	Iteration 8Q: 3 clusters Score -79822.69 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -79851.750000 Penalty: 724.643188
	Iteration 9Q: 3 clusters Score -79851.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -79874.640625 Penalty: 724.643188
	Iteration 10Q: 3 clusters Score -79874.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -79893.320312 Penalty: 724.643188
	Iteration 11Q: 3 clusters Score -79893.32 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -79919.289062 Penalty: 724.643188
	Iteration 12Q: 3 clusters Score -79919.29 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -79942.867188 Penalty: 724.643188
	Iteration 13Q: 3 clusters Score -79942.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -79953.492188 Penalty: 724.643188
	Iteration 14Q: 3 clusters Score -79953.49 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -79959.085938 Penalty: 724.643188
	Iteration 15Q: 3 clusters Score -79959.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -79963.429688 Penalty: 724.643188
	Iteration 16Q: 3 clusters Score -79963.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -79970.046875 Penalty: 724.643188
	Iteration 17Q: 3 clusters Score -79970.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -79977.750000 Penalty: 724.643188
	Iteration 18Q: 3 clusters Score -79977.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -79986.140625 Penalty: 724.643188
	Iteration 19Q: 3 clusters Score -79986.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -79993.046875 Penalty: 724.643188
	Iteration 20F: 3 clusters Score -79993.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -79999.335938 Penalty: 724.643188
	Iteration 21Q: 3 clusters Score -79999.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -80002.296875 Penalty: 724.643188
	Iteration 22Q: 3 clusters Score -80002.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -80004.562500 Penalty: 724.643188
	Iteration 23Q: 3 clusters Score -80004.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -80006.265625 Penalty: 724.643188
	Iteration 24Q: 3 clusters Score -80006.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -80007.500000 Penalty: 724.643188
	Iteration 25Q: 3 clusters Score -80007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -80009.445312 Penalty: 724.643188
	Iteration 26Q: 3 clusters Score -80009.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -80011.687500 Penalty: 724.643188
	Iteration 27Q: 3 clusters Score -80011.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -80012.617188 Penalty: 724.643188
	Iteration 28Q: 3 clusters Score -80012.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -80013.757812 Penalty: 724.643188
	Iteration 29Q: 3 clusters Score -80013.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -80014.898438 Penalty: 724.643188
	Iteration 30Q: 3 clusters Score -80014.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -80016.742188 Penalty: 724.643188
	Iteration 31Q: 3 clusters Score -80016.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -80018.468750 Penalty: 724.643188
	Iteration 32Q: 3 clusters Score -80018.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -80019.937500 Penalty: 724.643188
	Iteration 33Q: 3 clusters Score -80019.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -80023.343750 Penalty: 724.643188
	Iteration 34Q: 3 clusters Score -80023.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -80026.414062 Penalty: 724.643188
	Iteration 35Q: 3 clusters Score -80026.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -80029.382812 Penalty: 724.643188
	Iteration 36Q: 3 clusters Score -80029.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -80031.726562 Penalty: 724.643188
	Iteration 37Q: 3 clusters Score -80031.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80034.937500 Penalty: 724.643188
	Iteration 38Q: 3 clusters Score -80034.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -80036.507812 Penalty: 724.643188
	Iteration 39Q: 3 clusters Score -80036.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -80037.250000 Penalty: 724.643188
	Iteration 40F: 3 clusters Score -80037.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -80038.117188 Penalty: 724.643188
	Iteration 41Q: 3 clusters Score -80038.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -80039.414062 Penalty: 724.643188
	Iteration 42Q: 3 clusters Score -80039.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -80041.562500 Penalty: 724.643188
	Iteration 43Q: 3 clusters Score -80041.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -80042.625000 Penalty: 724.643188
	Iteration 44Q: 3 clusters Score -80042.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -80043.945312 Penalty: 724.643188
	Iteration 45Q: 3 clusters Score -80043.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -80044.843750 Penalty: 724.643188
	Iteration 46Q: 3 clusters Score -80044.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -80045.507812 Penalty: 724.643188
	Iteration 47Q: 3 clusters Score -80045.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -80046.726562 Penalty: 724.643188
	Iteration 48Q: 3 clusters Score -80046.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -80048.773438 Penalty: 724.643188
	Iteration 49Q: 3 clusters Score -80048.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -80051.609375 Penalty: 724.643188
	Iteration 50Q: 3 clusters Score -80051.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -80054.031250 Penalty: 724.643188
	Iteration 51Q: 3 clusters Score -80054.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -80055.718750 Penalty: 724.643188
	Iteration 52Q: 3 clusters Score -80055.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -80057.757812 Penalty: 724.643188
	Iteration 53Q: 3 clusters Score -80057.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -80059.257812 Penalty: 724.643188
	Iteration 54Q: 3 clusters Score -80059.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -80062.023438 Penalty: 724.643188
	Iteration 55Q: 3 clusters Score -80062.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -80064.406250 Penalty: 724.643188
	Iteration 56Q: 3 clusters Score -80064.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -80067.460938 Penalty: 724.643188
	Iteration 57Q: 3 clusters Score -80067.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -80069.257812 Penalty: 724.643188
	Iteration 58Q: 3 clusters Score -80069.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -80069.929688 Penalty: 724.643188
	Iteration 59Q: 3 clusters Score -80069.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -80071.148438 Penalty: 724.643188
	Iteration 60F: 3 clusters Score -80071.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -80072.320312 Penalty: 724.643188
	Iteration 61Q: 3 clusters Score -80072.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -80073.195312 Penalty: 724.643188
	Iteration 62Q: 3 clusters Score -80073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -80074.632812 Penalty: 724.643188
	Iteration 63Q: 3 clusters Score -80074.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -80075.859375 Penalty: 724.643188
	Iteration 64Q: 3 clusters Score -80075.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -80077.023438 Penalty: 724.643188
	Iteration 65Q: 3 clusters Score -80077.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -80078.492188 Penalty: 724.643188
	Iteration 66Q: 3 clusters Score -80078.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -80079.398438 Penalty: 724.643188
	Iteration 67Q: 3 clusters Score -80079.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -80080.140625 Penalty: 724.643188
	Iteration 68Q: 3 clusters Score -80080.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -80080.453125 Penalty: 724.643188
	Iteration 69Q: 3 clusters Score -80080.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -80080.960938 Penalty: 724.643188
	Iteration 70Q: 3 clusters Score -80080.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -80081.531250 Penalty: 724.643188
	Iteration 71Q: 3 clusters Score -80081.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -80081.750000 Penalty: 724.643188
	Iteration 72Q: 3 clusters Score -80081.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -80082.046875 Penalty: 724.643188
	Iteration 73Q: 3 clusters Score -80082.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -80082.484375 Penalty: 724.643188
	Iteration 74Q: 3 clusters Score -80082.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -80083.250000 Penalty: 724.643188
	Iteration 75Q: 3 clusters Score -80083.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -80083.421875 Penalty: 724.643188
	Iteration 76Q: 3 clusters Score -80083.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -80083.500000 Penalty: 724.643188
	Iteration 77Q: 3 clusters Score -80083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -80083.500000 Penalty: 724.643188
	Iteration 78F: 3 clusters Score -80083.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366688 members 
Mstep: Class 4 contains 223598 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44160 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3474 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 1433 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496430.000000 Penalty: 12281.809570
Iteration 239Q: 21 clusters Score -2.149643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366687 members 
Mstep: Class 4 contains 223595 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44159 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3476 members 
Mstep: Class 14 contains 25062 members 
Mstep: Class 15 contains 1434 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496420.000000 Penalty: 12281.809570
Iteration 240F: 21 clusters Score -2.149642e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366687 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3477 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496428.000000 Penalty: 12281.809570
Iteration 241Q: 21 clusters Score -2.149643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366687 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3478 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496434.000000 Penalty: 12281.809570
Iteration 242Q: 21 clusters Score -2.149643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366686 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3479 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1435 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496426.000000 Penalty: 12281.809570
Iteration 243Q: 21 clusters Score -2.149643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366685 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1436 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496420.000000 Penalty: 12281.809570
Iteration 244Q: 21 clusters Score -2.149642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366684 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1437 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496416.000000 Penalty: 12281.809570
Iteration 245Q: 21 clusters Score -2.149642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366683 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44158 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3482 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1438 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496416.000000 Penalty: 12281.809570
Iteration 246Q: 21 clusters Score -2.149642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366683 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2198 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3483 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1439 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496428.000000 Penalty: 12281.809570
Iteration 247Q: 21 clusters Score -2.149643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366682 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3484 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496426.000000 Penalty: 12281.809570
Iteration 248Q: 21 clusters Score -2.149643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366681 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496426.000000 Penalty: 12281.809570
Iteration 249Q: 21 clusters Score -2.149643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 366681 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496426.000000 Penalty: 12281.809570
Iteration 250F: 21 clusters Score -2.149643e+07 nChanged 0
Entering ConstructFrom: 
Score: -21496426.000000 Penalty: 12281.809570
Entering ConstructFrom: 
Trying to split cluster 1 (23836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Entering Unmasked Estep 
Score: -762928.312500 Penalty: 458.592346
	Iteration 0F: 2 clusters Score -762928.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -747062.000000 Penalty: 917.184692
	Iteration 0F: 3 clusters Score -747062 nChanged 11403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -754811.812500 Penalty: 917.184692
	Iteration 1F: 3 clusters Score -754811.8 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -756304.125000 Penalty: 917.184692
	Iteration 2F: 3 clusters Score -756304.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -758305.687500 Penalty: 917.184692
	Iteration 3F: 3 clusters Score -758305.7 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -759958.875000 Penalty: 917.184692
	Iteration 4F: 3 clusters Score -759958.9 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -760861.437500 Penalty: 917.184692
	Iteration 5F: 3 clusters Score -760861.4 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -761308.625000 Penalty: 917.184692
	Iteration 6Q: 3 clusters Score -761308.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -761641.937500 Penalty: 917.184692
	Iteration 7Q: 3 clusters Score -761641.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -761904.125000 Penalty: 917.184692
	Iteration 8Q: 3 clusters Score -761904.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -762105.375000 Penalty: 917.184692
	Iteration 9Q: 3 clusters Score -762105.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -762256.562500 Penalty: 917.184692
	Iteration 10Q: 3 clusters Score -762256.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -762364.000000 Penalty: 917.184692
	Iteration 11Q: 3 clusters Score -762364 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -762448.250000 Penalty: 917.184692
	Iteration 12Q: 3 clusters Score -762448.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -762518.687500 Penalty: 917.184692
	Iteration 13Q: 3 clusters Score -762518.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -762571.000000 Penalty: 917.184692
	Iteration 14Q: 3 clusters Score -762571 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -762608.937500 Penalty: 917.184692
	Iteration 15Q: 3 clusters Score -762608.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -762636.375000 Penalty: 917.184692
	Iteration 16Q: 3 clusters Score -762636.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -762659.937500 Penalty: 917.184692
	Iteration 17Q: 3 clusters Score -762659.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -762680.812500 Penalty: 917.184692
	Iteration 18Q: 3 clusters Score -762680.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -762696.437500 Penalty: 917.184692
	Iteration 19Q: 3 clusters Score -762696.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -762714.500000 Penalty: 917.184692
	Iteration 20F: 3 clusters Score -762714.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -762735.687500 Penalty: 917.184692
	Iteration 21Q: 3 clusters Score -762735.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -762750.875000 Penalty: 917.184692
	Iteration 22Q: 3 clusters Score -762750.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -762760.187500 Penalty: 917.184692
	Iteration 23Q: 3 clusters Score -762760.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -762767.750000 Penalty: 917.184692
	Iteration 24Q: 3 clusters Score -762767.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -762771.312500 Penalty: 917.184692
	Iteration 25Q: 3 clusters Score -762771.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -762782.562500 Penalty: 917.184692
	Iteration 26Q: 3 clusters Score -762782.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -762788.500000 Penalty: 917.184692
	Iteration 27Q: 3 clusters Score -762788.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -762792.312500 Penalty: 917.184692
	Iteration 28Q: 3 clusters Score -762792.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -762796.250000 Penalty: 917.184692
	Iteration 29Q: 3 clusters Score -762796.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -762799.750000 Penalty: 917.184692
	Iteration 30Q: 3 clusters Score -762799.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -762800.375000 Penalty: 917.184692
	Iteration 31Q: 3 clusters Score -762800.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -762805.437500 Penalty: 917.184692
	Iteration 32Q: 3 clusters Score -762805.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -762808.875000 Penalty: 917.184692
	Iteration 33Q: 3 clusters Score -762808.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -762810.187500 Penalty: 917.184692
	Iteration 34Q: 3 clusters Score -762810.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
Score: -762810.000000 Penalty: 917.184692
	Iteration 35Q: 3 clusters Score -762810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -762811.625000 Penalty: 917.184692
	Iteration 36Q: 3 clusters Score -762811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -762818.062500 Penalty: 917.184692
	Iteration 37Q: 3 clusters Score -762818.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -762821.375000 Penalty: 917.184692
	Iteration 38Q: 3 clusters Score -762821.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -762822.062500 Penalty: 917.184692
	Iteration 39Q: 3 clusters Score -762822.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -762822.812500 Penalty: 917.184692
	Iteration 40F: 3 clusters Score -762822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -762821.437500 Penalty: 917.184692
	Iteration 41Q: 3 clusters Score -762821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -762823.187500 Penalty: 917.184692
	Iteration 42Q: 3 clusters Score -762823.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -762824.687500 Penalty: 917.184692
	Iteration 43Q: 3 clusters Score -762824.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -762824.250000 Penalty: 917.184692
	Iteration 44Q: 3 clusters Score -762824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -762826.187500 Penalty: 917.184692
	Iteration 45Q: 3 clusters Score -762826.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -762825.562500 Penalty: 917.184692
	Iteration 46Q: 3 clusters Score -762825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -762824.500000 Penalty: 917.184692
	Iteration 47Q: 3 clusters Score -762824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -762824.812500 Penalty: 917.184692
	Iteration 48Q: 3 clusters Score -762824.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -762823.812500 Penalty: 917.184692
	Iteration 49Q: 3 clusters Score -762823.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -762823.687500 Penalty: 917.184692
	Iteration 50Q: 3 clusters Score -762823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -762823.687500 Penalty: 917.184692
	Iteration 51F: 3 clusters Score -762823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Entering Unmasked Estep 
Score: -36957.695312 Penalty: 321.212585
	Iteration 0F: 2 clusters Score -36957.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -36017.230469 Penalty: 642.425171
	Iteration 0F: 3 clusters Score -36017.23 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -36350.054688 Penalty: 642.425171
	Iteration 1F: 3 clusters Score -36350.05 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -36462.699219 Penalty: 642.425171
	Iteration 2F: 3 clusters Score -36462.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -36531.355469 Penalty: 642.425171
	Iteration 3F: 3 clusters Score -36531.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -36589.976562 Penalty: 642.425171
	Iteration 4F: 3 clusters Score -36589.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -36634.820312 Penalty: 642.425171
	Iteration 5Q: 3 clusters Score -36634.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -36663.468750 Penalty: 642.425171
	Iteration 6Q: 3 clusters Score -36663.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -36683.507812 Penalty: 642.425171
	Iteration 7Q: 3 clusters Score -36683.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -36694.605469 Penalty: 642.425171
	Iteration 8Q: 3 clusters Score -36694.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -36706.367188 Penalty: 642.425171
	Iteration 9Q: 3 clusters Score -36706.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -36715.117188 Penalty: 642.425171
	Iteration 10Q: 3 clusters Score -36715.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -36720.625000 Penalty: 642.425171
	Iteration 11Q: 3 clusters Score -36720.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -36723.214844 Penalty: 642.425171
	Iteration 12Q: 3 clusters Score -36723.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -36728.867188 Penalty: 642.425171
	Iteration 13Q: 3 clusters Score -36728.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -36734.664062 Penalty: 642.425171
	Iteration 14Q: 3 clusters Score -36734.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -36739.230469 Penalty: 642.425171
	Iteration 15Q: 3 clusters Score -36739.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -36741.515625 Penalty: 642.425171
	Iteration 16Q: 3 clusters Score -36741.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -36741.792969 Penalty: 642.425171
	Iteration 17Q: 3 clusters Score -36741.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -36741.792969 Penalty: 642.425171
	Iteration 18F: 3 clusters Score -36741.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (366681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366681 members 
Entering Unmasked Estep 
Score: -11570355.000000 Penalty: 582.957275
	Iteration 0F: 2 clusters Score -1.157036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183030 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -11320188.000000 Penalty: 1165.914551
	Iteration 0F: 3 clusters Score -1.132019e+07 nChanged 181288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155286 members 
Mstep: Class 2 contains 211395 members 
Entering Unmasked Estep 
Score: -11432837.000000 Penalty: 1165.914551
	Iteration 1F: 3 clusters Score -1.143284e+07 nChanged 18358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138962 members 
Mstep: Class 2 contains 227719 members 
Entering Unmasked Estep 
Score: -11440806.000000 Penalty: 1165.914551
	Iteration 2F: 3 clusters Score -1.144081e+07 nChanged 25152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114896 members 
Mstep: Class 2 contains 251785 members 
Entering Unmasked Estep 
Score: -11456637.000000 Penalty: 1165.914551
	Iteration 3F: 3 clusters Score -1.145664e+07 nChanged 32755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 283886 members 
Entering Unmasked Estep 
Score: -11484508.000000 Penalty: 1165.914551
	Iteration 4F: 3 clusters Score -1.148451e+07 nChanged 35668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 319322 members 
Entering Unmasked Estep 
Score: -11521361.000000 Penalty: 1165.914551
	Iteration 5F: 3 clusters Score -1.152136e+07 nChanged 27744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 347020 members 
Entering Unmasked Estep 
Score: -11551515.000000 Penalty: 1165.914551
	Iteration 6F: 3 clusters Score -1.155152e+07 nChanged 13425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 360439 members 
Entering Unmasked Estep 
Score: -11565128.000000 Penalty: 1165.914551
	Iteration 7Q: 3 clusters Score -1.156513e+07 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 364544 members 
Entering Unmasked Estep 
Score: -11568973.000000 Penalty: 1165.914551
	Iteration 8Q: 3 clusters Score -1.156897e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 365500 members 
Entering Unmasked Estep 
Score: -11570411.000000 Penalty: 1165.914551
	Iteration 9Q: 3 clusters Score -1.157041e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 365448 members 
Entering Unmasked Estep 
Score: -11570765.000000 Penalty: 1165.914551
	Iteration 10Q: 3 clusters Score -1.157076e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 365378 members 
Entering Unmasked Estep 
Score: -11570843.000000 Penalty: 1165.914551
	Iteration 11Q: 3 clusters Score -1.157084e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 365327 members 
Entering Unmasked Estep 
Score: -11570874.000000 Penalty: 1165.914551
	Iteration 12Q: 3 clusters Score -1.157087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 365297 members 
Entering Unmasked Estep 
Score: -11570875.000000 Penalty: 1165.914551
	Iteration 13Q: 3 clusters Score -1.157088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 365268 members 
Entering Unmasked Estep 
Score: -11570877.000000 Penalty: 1165.914551
	Iteration 14Q: 3 clusters Score -1.157088e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 365247 members 
Entering Unmasked Estep 
Score: -11570887.000000 Penalty: 1165.914551
	Iteration 15Q: 3 clusters Score -1.157089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 365227 members 
Entering Unmasked Estep 
Score: -11570883.000000 Penalty: 1165.914551
	Iteration 16Q: 3 clusters Score -1.157088e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 365210 members 
Entering Unmasked Estep 
Score: -11570872.000000 Penalty: 1165.914551
	Iteration 17Q: 3 clusters Score -1.157087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 365197 members 
Entering Unmasked Estep 
Score: -11570875.000000 Penalty: 1165.914551
	Iteration 18Q: 3 clusters Score -1.157088e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 365185 members 
Entering Unmasked Estep 
Score: -11570879.000000 Penalty: 1165.914551
	Iteration 19Q: 3 clusters Score -1.157088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 365175 members 
Entering Unmasked Estep 
Score: -11570874.000000 Penalty: 1165.914551
	Iteration 20F: 3 clusters Score -1.157087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 365172 members 
Entering Unmasked Estep 
Score: -11570884.000000 Penalty: 1165.914551
	Iteration 21Q: 3 clusters Score -1.157088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 365164 members 
Entering Unmasked Estep 
Score: -11570895.000000 Penalty: 1165.914551
	Iteration 22Q: 3 clusters Score -1.15709e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 365160 members 
Entering Unmasked Estep 
Score: -11570897.000000 Penalty: 1165.914551
	Iteration 23Q: 3 clusters Score -1.15709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 365155 members 
Entering Unmasked Estep 
Score: -11570898.000000 Penalty: 1165.914551
	Iteration 24Q: 3 clusters Score -1.15709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 365154 members 
Entering Unmasked Estep 
Score: -11570901.000000 Penalty: 1165.914551
	Iteration 25Q: 3 clusters Score -1.15709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 365154 members 
Entering Unmasked Estep 
Score: -11570901.000000 Penalty: 1165.914551
	Iteration 26F: 3 clusters Score -1.15709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 365154 members 
Entering Unmasked Estep 
Score: -21496858.000000 Penalty: 12895.900391
Splitting cluster 3 changes total score from -21496426.000000 to -21496858.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (223592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223592 members 
Entering Unmasked Estep 
Score: -6661609.000000 Penalty: 560.449829
	Iteration 0F: 2 clusters Score -6661609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111648 members 
Mstep: Class 2 contains 111944 members 
Entering Unmasked Estep 
Score: -6509496.500000 Penalty: 1120.899658
	Iteration 0F: 3 clusters Score -6509496 nChanged 110078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101342 members 
Mstep: Class 2 contains 122250 members 
Entering Unmasked Estep 
Score: -6579227.500000 Penalty: 1120.899658
	Iteration 1F: 3 clusters Score -6579228 nChanged 9828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95222 members 
Mstep: Class 2 contains 128370 members 
Entering Unmasked Estep 
Score: -6583463.500000 Penalty: 1120.899658
	Iteration 2Q: 3 clusters Score -6583464 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87455 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -6590283.000000 Penalty: 1120.899658
	Iteration 3F: 3 clusters Score -6590283 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78189 members 
Mstep: Class 2 contains 145403 members 
Entering Unmasked Estep 
Score: -6600906.000000 Penalty: 1120.899658
	Iteration 4F: 3 clusters Score -6600906 nChanged 14632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 154489 members 
Entering Unmasked Estep 
Score: -6614558.000000 Penalty: 1120.899658
	Iteration 5F: 3 clusters Score -6614558 nChanged 13441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62640 members 
Mstep: Class 2 contains 160952 members 
Entering Unmasked Estep 
Score: -6625705.500000 Penalty: 1120.899658
	Iteration 6F: 3 clusters Score -6625706 nChanged 9628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Mstep: Class 2 contains 165264 members 
Entering Unmasked Estep 
Score: -6630722.500000 Penalty: 1120.899658
	Iteration 7Q: 3 clusters Score -6630722 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 169128 members 
Entering Unmasked Estep 
Score: -6633159.000000 Penalty: 1120.899658
	Iteration 8Q: 3 clusters Score -6633159 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 173091 members 
Entering Unmasked Estep 
Score: -6634905.500000 Penalty: 1120.899658
	Iteration 9Q: 3 clusters Score -6634906 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 177153 members 
Entering Unmasked Estep 
Score: -6636528.500000 Penalty: 1120.899658
	Iteration 10Q: 3 clusters Score -6636528 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 181328 members 
Entering Unmasked Estep 
Score: -6638319.500000 Penalty: 1120.899658
	Iteration 11Q: 3 clusters Score -6638320 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 185561 members 
Entering Unmasked Estep 
Score: -6640256.000000 Penalty: 1120.899658
	Iteration 12Q: 3 clusters Score -6640256 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 189764 members 
Entering Unmasked Estep 
Score: -6642285.500000 Penalty: 1120.899658
	Iteration 13Q: 3 clusters Score -6642286 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 194029 members 
Entering Unmasked Estep 
Score: -6644632.000000 Penalty: 1120.899658
	Iteration 14Q: 3 clusters Score -6644632 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 198075 members 
Entering Unmasked Estep 
Score: -6646992.000000 Penalty: 1120.899658
	Iteration 15Q: 3 clusters Score -6646992 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 201967 members 
Entering Unmasked Estep 
Score: -6649464.000000 Penalty: 1120.899658
	Iteration 16Q: 3 clusters Score -6649464 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 205589 members 
Entering Unmasked Estep 
Score: -6651948.000000 Penalty: 1120.899658
	Iteration 17Q: 3 clusters Score -6651948 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 208791 members 
Entering Unmasked Estep 
Score: -6654336.500000 Penalty: 1120.899658
	Iteration 18Q: 3 clusters Score -6654336 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 211497 members 
Entering Unmasked Estep 
Score: -6656325.000000 Penalty: 1120.899658
	Iteration 19Q: 3 clusters Score -6656325 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 213694 members 
Entering Unmasked Estep 
Score: -6657797.500000 Penalty: 1120.899658
	Iteration 20F: 3 clusters Score -6657798 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 215338 members 
Entering Unmasked Estep 
Score: -6658947.500000 Penalty: 1120.899658
	Iteration 21Q: 3 clusters Score -6658948 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 216677 members 
Entering Unmasked Estep 
Score: -6659706.500000 Penalty: 1120.899658
	Iteration 22Q: 3 clusters Score -6659706 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 217665 members 
Entering Unmasked Estep 
Score: -6660191.500000 Penalty: 1120.899658
	Iteration 23Q: 3 clusters Score -6660192 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 218423 members 
Entering Unmasked Estep 
Score: -6660533.000000 Penalty: 1120.899658
	Iteration 24Q: 3 clusters Score -6660533 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 219031 members 
Entering Unmasked Estep 
Score: -6660769.000000 Penalty: 1120.899658
	Iteration 25Q: 3 clusters Score -6660769 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 219469 members 
Entering Unmasked Estep 
Score: -6660934.500000 Penalty: 1120.899658
	Iteration 26Q: 3 clusters Score -6660934 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 219848 members 
Entering Unmasked Estep 
Score: -6661026.000000 Penalty: 1120.899658
	Iteration 27Q: 3 clusters Score -6661026 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 220168 members 
Entering Unmasked Estep 
Score: -6661098.500000 Penalty: 1120.899658
	Iteration 28Q: 3 clusters Score -6661098 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 220444 members 
Entering Unmasked Estep 
Score: -6661180.000000 Penalty: 1120.899658
	Iteration 29Q: 3 clusters Score -6661180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 220665 members 
Entering Unmasked Estep 
Score: -6661228.500000 Penalty: 1120.899658
	Iteration 30Q: 3 clusters Score -6661228 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 220878 members 
Entering Unmasked Estep 
Score: -6661284.000000 Penalty: 1120.899658
	Iteration 31Q: 3 clusters Score -6661284 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 221050 members 
Entering Unmasked Estep 
Score: -6661327.500000 Penalty: 1120.899658
	Iteration 32Q: 3 clusters Score -6661328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 221188 members 
Entering Unmasked Estep 
Score: -6661351.000000 Penalty: 1120.899658
	Iteration 33Q: 3 clusters Score -6661351 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 221305 members 
Entering Unmasked Estep 
Score: -6661365.500000 Penalty: 1120.899658
	Iteration 34Q: 3 clusters Score -6661366 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 221404 members 
Entering Unmasked Estep 
Score: -6661396.500000 Penalty: 1120.899658
	Iteration 35Q: 3 clusters Score -6661396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 221493 members 
Entering Unmasked Estep 
Score: -6661421.500000 Penalty: 1120.899658
	Iteration 36Q: 3 clusters Score -6661422 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 221564 members 
Entering Unmasked Estep 
Score: -6661433.500000 Penalty: 1120.899658
	Iteration 37Q: 3 clusters Score -6661434 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 221634 members 
Entering Unmasked Estep 
Score: -6661452.500000 Penalty: 1120.899658
	Iteration 38Q: 3 clusters Score -6661452 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 221684 members 
Entering Unmasked Estep 
Score: -6661446.000000 Penalty: 1120.899658
	Iteration 39Q: 3 clusters Score -6661446 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 221723 members 
Entering Unmasked Estep 
Score: -6661443.500000 Penalty: 1120.899658
	Iteration 40F: 3 clusters Score -6661444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 221766 members 
Entering Unmasked Estep 
Score: -6661450.500000 Penalty: 1120.899658
	Iteration 41Q: 3 clusters Score -6661450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 221805 members 
Entering Unmasked Estep 
Score: -6661464.500000 Penalty: 1120.899658
	Iteration 42Q: 3 clusters Score -6661464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 221838 members 
Entering Unmasked Estep 
Score: -6661480.000000 Penalty: 1120.899658
	Iteration 43Q: 3 clusters Score -6661480 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 221874 members 
Entering Unmasked Estep 
Score: -6661483.500000 Penalty: 1120.899658
	Iteration 44Q: 3 clusters Score -6661484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 221908 members 
Entering Unmasked Estep 
Score: -6661486.500000 Penalty: 1120.899658
	Iteration 45Q: 3 clusters Score -6661486 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 221950 members 
Entering Unmasked Estep 
Score: -6661492.000000 Penalty: 1120.899658
	Iteration 46Q: 3 clusters Score -6661492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 221990 members 
Entering Unmasked Estep 
Score: -6661492.500000 Penalty: 1120.899658
	Iteration 47Q: 3 clusters Score -6661492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 222020 members 
Entering Unmasked Estep 
Score: -6661510.500000 Penalty: 1120.899658
	Iteration 48Q: 3 clusters Score -6661510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 222040 members 
Entering Unmasked Estep 
Score: -6661503.500000 Penalty: 1120.899658
	Iteration 49Q: 3 clusters Score -6661504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 222070 members 
Entering Unmasked Estep 
Score: -6661505.500000 Penalty: 1120.899658
	Iteration 50Q: 3 clusters Score -6661506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 222097 members 
Entering Unmasked Estep 
Score: -6661508.500000 Penalty: 1120.899658
	Iteration 51Q: 3 clusters Score -6661508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 222122 members 
Entering Unmasked Estep 
Score: -6661503.000000 Penalty: 1120.899658
	Iteration 52Q: 3 clusters Score -6661503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 222143 members 
Entering Unmasked Estep 
Score: -6661511.500000 Penalty: 1120.899658
	Iteration 53Q: 3 clusters Score -6661512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 222156 members 
Entering Unmasked Estep 
Score: -6661517.000000 Penalty: 1120.899658
	Iteration 54Q: 3 clusters Score -6661517 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 222178 members 
Entering Unmasked Estep 
Score: -6661518.000000 Penalty: 1120.899658
	Iteration 55Q: 3 clusters Score -6661518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 222194 members 
Entering Unmasked Estep 
Score: -6661506.000000 Penalty: 1120.899658
	Iteration 56Q: 3 clusters Score -6661506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 222204 members 
Entering Unmasked Estep 
Score: -6661510.500000 Penalty: 1120.899658
	Iteration 57Q: 3 clusters Score -6661510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 222214 members 
Entering Unmasked Estep 
Score: -6661507.500000 Penalty: 1120.899658
	Iteration 58Q: 3 clusters Score -6661508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 222227 members 
Entering Unmasked Estep 
Score: -6661505.000000 Penalty: 1120.899658
	Iteration 59Q: 3 clusters Score -6661505 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 222234 members 
Entering Unmasked Estep 
Score: -6661503.000000 Penalty: 1120.899658
	Iteration 60F: 3 clusters Score -6661503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 222241 members 
Entering Unmasked Estep 
Score: -6661504.000000 Penalty: 1120.899658
	Iteration 61Q: 3 clusters Score -6661504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 222248 members 
Entering Unmasked Estep 
Score: -6661501.500000 Penalty: 1120.899658
	Iteration 62Q: 3 clusters Score -6661502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 222253 members 
Entering Unmasked Estep 
Score: -6661498.000000 Penalty: 1120.899658
	Iteration 63Q: 3 clusters Score -6661498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 222258 members 
Entering Unmasked Estep 
Score: -6661499.000000 Penalty: 1120.899658
	Iteration 64Q: 3 clusters Score -6661499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 222268 members 
Entering Unmasked Estep 
Score: -6661493.500000 Penalty: 1120.899658
	Iteration 65Q: 3 clusters Score -6661494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 222276 members 
Entering Unmasked Estep 
Score: -6661485.000000 Penalty: 1120.899658
	Iteration 66Q: 3 clusters Score -6661485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 222281 members 
Entering Unmasked Estep 
Score: -6661487.000000 Penalty: 1120.899658
	Iteration 67Q: 3 clusters Score -6661487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 222287 members 
Entering Unmasked Estep 
Score: -6661487.500000 Penalty: 1120.899658
	Iteration 68Q: 3 clusters Score -6661488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 222292 members 
Entering Unmasked Estep 
Score: -6661490.000000 Penalty: 1120.899658
	Iteration 69Q: 3 clusters Score -6661490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 222300 members 
Entering Unmasked Estep 
Score: -6661500.000000 Penalty: 1120.899658
	Iteration 70Q: 3 clusters Score -6661500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 222304 members 
Entering Unmasked Estep 
Score: -6661499.000000 Penalty: 1120.899658
	Iteration 71Q: 3 clusters Score -6661499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 222305 members 
Entering Unmasked Estep 
Score: -6661496.000000 Penalty: 1120.899658
	Iteration 72Q: 3 clusters Score -6661496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 222306 members 
Entering Unmasked Estep 
Score: -6661495.500000 Penalty: 1120.899658
	Iteration 73Q: 3 clusters Score -6661496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 222306 members 
Entering Unmasked Estep 
Score: -6661495.500000 Penalty: 1120.899658
	Iteration 74F: 3 clusters Score -6661496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Entering Unmasked Estep 
Score: -73061.750000 Penalty: 350.115601
	Iteration 0F: 2 clusters Score -73061.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -71460.757812 Penalty: 700.231201
	Iteration 0F: 3 clusters Score -71460.76 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -72002.000000 Penalty: 700.231201
	Iteration 1F: 3 clusters Score -72002 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -72072.570312 Penalty: 700.231201
	Iteration 2F: 3 clusters Score -72072.57 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -72118.828125 Penalty: 700.231201
	Iteration 3Q: 3 clusters Score -72118.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -72159.585938 Penalty: 700.231201
	Iteration 4Q: 3 clusters Score -72159.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -72201.523438 Penalty: 700.231201
	Iteration 5Q: 3 clusters Score -72201.52 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -72255.375000 Penalty: 700.231201
	Iteration 6Q: 3 clusters Score -72255.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -72322.195312 Penalty: 700.231201
	Iteration 7Q: 3 clusters Score -72322.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -72375.367188 Penalty: 700.231201
	Iteration 8Q: 3 clusters Score -72375.37 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -72418.976562 Penalty: 700.231201
	Iteration 9Q: 3 clusters Score -72418.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72459.367188 Penalty: 700.231201
	Iteration 10Q: 3 clusters Score -72459.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72492.562500 Penalty: 700.231201
	Iteration 11Q: 3 clusters Score -72492.56 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72506.687500 Penalty: 700.231201
	Iteration 12Q: 3 clusters Score -72506.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -72518.453125 Penalty: 700.231201
	Iteration 13Q: 3 clusters Score -72518.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -72527.093750 Penalty: 700.231201
	Iteration 14Q: 3 clusters Score -72527.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -72537.921875 Penalty: 700.231201
	Iteration 15Q: 3 clusters Score -72537.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -72549.382812 Penalty: 700.231201
	Iteration 16Q: 3 clusters Score -72549.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -72558.726562 Penalty: 700.231201
	Iteration 17Q: 3 clusters Score -72558.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72568.726562 Penalty: 700.231201
	Iteration 18Q: 3 clusters Score -72568.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72574.515625 Penalty: 700.231201
	Iteration 19Q: 3 clusters Score -72574.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72582.429688 Penalty: 700.231201
	Iteration 20F: 3 clusters Score -72582.43 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72590.078125 Penalty: 700.231201
	Iteration 21Q: 3 clusters Score -72590.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -72602.000000 Penalty: 700.231201
	Iteration 22Q: 3 clusters Score -72602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -72614.039062 Penalty: 700.231201
	Iteration 23Q: 3 clusters Score -72614.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -72622.242188 Penalty: 700.231201
	Iteration 24Q: 3 clusters Score -72622.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -72627.007812 Penalty: 700.231201
	Iteration 25Q: 3 clusters Score -72627.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72631.375000 Penalty: 700.231201
	Iteration 26Q: 3 clusters Score -72631.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72632.867188 Penalty: 700.231201
	Iteration 27Q: 3 clusters Score -72632.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -72635.273438 Penalty: 700.231201
	Iteration 28Q: 3 clusters Score -72635.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -72639.000000 Penalty: 700.231201
	Iteration 29Q: 3 clusters Score -72639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -72644.039062 Penalty: 700.231201
	Iteration 30Q: 3 clusters Score -72644.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72646.429688 Penalty: 700.231201
	Iteration 31Q: 3 clusters Score -72646.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72650.328125 Penalty: 700.231201
	Iteration 32Q: 3 clusters Score -72650.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72654.390625 Penalty: 700.231201
	Iteration 33Q: 3 clusters Score -72654.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72661.070312 Penalty: 700.231201
	Iteration 34Q: 3 clusters Score -72661.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -72673.726562 Penalty: 700.231201
	Iteration 35Q: 3 clusters Score -72673.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72682.820312 Penalty: 700.231201
	Iteration 36Q: 3 clusters Score -72682.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -72685.476562 Penalty: 700.231201
	Iteration 37Q: 3 clusters Score -72685.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72686.500000 Penalty: 700.231201
	Iteration 38Q: 3 clusters Score -72686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72687.085938 Penalty: 700.231201
	Iteration 39Q: 3 clusters Score -72687.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72687.195312 Penalty: 700.231201
	Iteration 40F: 3 clusters Score -72687.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -78425.289062 Penalty: 351.822815
	Iteration 0F: 2 clusters Score -78425.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -76788.703125 Penalty: 703.645630
	Iteration 0F: 3 clusters Score -76788.7 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -77302.554688 Penalty: 703.645630
	Iteration 1F: 3 clusters Score -77302.55 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -77364.117188 Penalty: 703.645630
	Iteration 2F: 3 clusters Score -77364.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -77418.507812 Penalty: 703.645630
	Iteration 3F: 3 clusters Score -77418.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -77455.218750 Penalty: 703.645630
	Iteration 4Q: 3 clusters Score -77455.22 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -77484.781250 Penalty: 703.645630
	Iteration 5Q: 3 clusters Score -77484.78 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -77509.062500 Penalty: 703.645630
	Iteration 6Q: 3 clusters Score -77509.06 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -77525.812500 Penalty: 703.645630
	Iteration 7Q: 3 clusters Score -77525.81 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -77543.437500 Penalty: 703.645630
	Iteration 8Q: 3 clusters Score -77543.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -77563.148438 Penalty: 703.645630
	Iteration 9Q: 3 clusters Score -77563.15 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -77589.640625 Penalty: 703.645630
	Iteration 10Q: 3 clusters Score -77589.64 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -77623.828125 Penalty: 703.645630
	Iteration 11Q: 3 clusters Score -77623.83 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -77663.671875 Penalty: 703.645630
	Iteration 12Q: 3 clusters Score -77663.67 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -77722.109375 Penalty: 703.645630
	Iteration 13Q: 3 clusters Score -77722.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -77789.742188 Penalty: 703.645630
	Iteration 14Q: 3 clusters Score -77789.74 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -77845.359375 Penalty: 703.645630
	Iteration 15Q: 3 clusters Score -77845.36 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -77899.382812 Penalty: 703.645630
	Iteration 16Q: 3 clusters Score -77899.38 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -77949.898438 Penalty: 703.645630
	Iteration 17Q: 3 clusters Score -77949.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -77993.625000 Penalty: 703.645630
	Iteration 18Q: 3 clusters Score -77993.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -78016.914062 Penalty: 703.645630
	Iteration 19Q: 3 clusters Score -78016.91 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -78038.515625 Penalty: 703.645630
	Iteration 20F: 3 clusters Score -78038.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -78057.820312 Penalty: 703.645630
	Iteration 21Q: 3 clusters Score -78057.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -78071.601562 Penalty: 703.645630
	Iteration 22Q: 3 clusters Score -78071.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -78082.960938 Penalty: 703.645630
	Iteration 23Q: 3 clusters Score -78082.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -78093.062500 Penalty: 703.645630
	Iteration 24Q: 3 clusters Score -78093.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -78096.804688 Penalty: 703.645630
	Iteration 25Q: 3 clusters Score -78096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -78100.500000 Penalty: 703.645630
	Iteration 26Q: 3 clusters Score -78100.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -78105.125000 Penalty: 703.645630
	Iteration 27Q: 3 clusters Score -78105.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -78108.757812 Penalty: 703.645630
	Iteration 28Q: 3 clusters Score -78108.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -78114.132812 Penalty: 703.645630
	Iteration 29Q: 3 clusters Score -78114.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -78115.492188 Penalty: 703.645630
	Iteration 30Q: 3 clusters Score -78115.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -78118.703125 Penalty: 703.645630
	Iteration 31Q: 3 clusters Score -78118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -78122.507812 Penalty: 703.645630
	Iteration 32Q: 3 clusters Score -78122.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -78124.945312 Penalty: 703.645630
	Iteration 33Q: 3 clusters Score -78124.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -78127.781250 Penalty: 703.645630
	Iteration 34Q: 3 clusters Score -78127.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -78130.117188 Penalty: 703.645630
	Iteration 35Q: 3 clusters Score -78130.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -78133.335938 Penalty: 703.645630
	Iteration 36Q: 3 clusters Score -78133.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -78133.953125 Penalty: 703.645630
	Iteration 37Q: 3 clusters Score -78133.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -78134.242188 Penalty: 703.645630
	Iteration 38Q: 3 clusters Score -78134.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -78135.914062 Penalty: 703.645630
	Iteration 39Q: 3 clusters Score -78135.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -78137.656250 Penalty: 703.645630
	Iteration 40F: 3 clusters Score -78137.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -78139.648438 Penalty: 703.645630
	Iteration 41Q: 3 clusters Score -78139.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -78140.703125 Penalty: 703.645630
	Iteration 42Q: 3 clusters Score -78140.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -78142.929688 Penalty: 703.645630
	Iteration 43Q: 3 clusters Score -78142.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -78143.296875 Penalty: 703.645630
	Iteration 44Q: 3 clusters Score -78143.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -78143.296875 Penalty: 703.645630
	Iteration 45F: 3 clusters Score -78143.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Entering Unmasked Estep 
Score: -520017.968750 Penalty: 441.161102
	Iteration 0F: 2 clusters Score -520018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -509256.062500 Penalty: 882.322205
	Iteration 0F: 3 clusters Score -509256.1 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -513822.812500 Penalty: 882.322205
	Iteration 1F: 3 clusters Score -513822.8 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -514194.625000 Penalty: 882.322205
	Iteration 2F: 3 clusters Score -514194.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -514674.750000 Penalty: 882.322205
	Iteration 3F: 3 clusters Score -514674.8 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -515295.125000 Penalty: 882.322205
	Iteration 4F: 3 clusters Score -515295.1 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -516167.468750 Penalty: 882.322205
	Iteration 5F: 3 clusters Score -516167.5 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -517169.750000 Penalty: 882.322205
	Iteration 6F: 3 clusters Score -517169.8 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -517941.343750 Penalty: 882.322205
	Iteration 7F: 3 clusters Score -517941.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -518298.937500 Penalty: 882.322205
	Iteration 8Q: 3 clusters Score -518298.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -518458.281250 Penalty: 882.322205
	Iteration 9Q: 3 clusters Score -518458.3 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -518561.281250 Penalty: 882.322205
	Iteration 10Q: 3 clusters Score -518561.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -518632.343750 Penalty: 882.322205
	Iteration 11Q: 3 clusters Score -518632.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -518697.687500 Penalty: 882.322205
	Iteration 12Q: 3 clusters Score -518697.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -518772.937500 Penalty: 882.322205
	Iteration 13Q: 3 clusters Score -518772.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -518847.437500 Penalty: 882.322205
	Iteration 14Q: 3 clusters Score -518847.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -518920.781250 Penalty: 882.322205
	Iteration 15Q: 3 clusters Score -518920.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -518989.875000 Penalty: 882.322205
	Iteration 16Q: 3 clusters Score -518989.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -519049.593750 Penalty: 882.322205
	Iteration 17Q: 3 clusters Score -519049.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -519114.437500 Penalty: 882.322205
	Iteration 18Q: 3 clusters Score -519114.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -519177.187500 Penalty: 882.322205
	Iteration 19Q: 3 clusters Score -519177.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -519235.875000 Penalty: 882.322205
	Iteration 20F: 3 clusters Score -519235.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -519280.625000 Penalty: 882.322205
	Iteration 21Q: 3 clusters Score -519280.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -519318.812500 Penalty: 882.322205
	Iteration 22Q: 3 clusters Score -519318.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -519353.625000 Penalty: 882.322205
	Iteration 23Q: 3 clusters Score -519353.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -519385.031250 Penalty: 882.322205
	Iteration 24Q: 3 clusters Score -519385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -519406.656250 Penalty: 882.322205
	Iteration 25Q: 3 clusters Score -519406.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -519429.718750 Penalty: 882.322205
	Iteration 26Q: 3 clusters Score -519429.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -519455.250000 Penalty: 882.322205
	Iteration 27Q: 3 clusters Score -519455.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -519489.781250 Penalty: 882.322205
	Iteration 28Q: 3 clusters Score -519489.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -519518.750000 Penalty: 882.322205
	Iteration 29Q: 3 clusters Score -519518.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -519545.062500 Penalty: 882.322205
	Iteration 30Q: 3 clusters Score -519545.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -519569.968750 Penalty: 882.322205
	Iteration 31Q: 3 clusters Score -519570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -519595.531250 Penalty: 882.322205
	Iteration 32Q: 3 clusters Score -519595.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -519613.656250 Penalty: 882.322205
	Iteration 33Q: 3 clusters Score -519613.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -519626.312500 Penalty: 882.322205
	Iteration 34Q: 3 clusters Score -519626.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -519636.843750 Penalty: 882.322205
	Iteration 35Q: 3 clusters Score -519636.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -519647.375000 Penalty: 882.322205
	Iteration 36Q: 3 clusters Score -519647.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -519654.312500 Penalty: 882.322205
	Iteration 37Q: 3 clusters Score -519654.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -519657.187500 Penalty: 882.322205
	Iteration 38Q: 3 clusters Score -519657.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -519661.843750 Penalty: 882.322205
	Iteration 39Q: 3 clusters Score -519661.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -519666.875000 Penalty: 882.322205
	Iteration 40F: 3 clusters Score -519666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -519669.437500 Penalty: 882.322205
	Iteration 41Q: 3 clusters Score -519669.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -519674.031250 Penalty: 882.322205
	Iteration 42Q: 3 clusters Score -519674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -519676.437500 Penalty: 882.322205
	Iteration 43Q: 3 clusters Score -519676.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -519679.343750 Penalty: 882.322205
	Iteration 44Q: 3 clusters Score -519679.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -519681.500000 Penalty: 882.322205
	Iteration 45Q: 3 clusters Score -519681.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -519685.062500 Penalty: 882.322205
	Iteration 46Q: 3 clusters Score -519685.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -519686.125000 Penalty: 882.322205
	Iteration 47Q: 3 clusters Score -519686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -519688.468750 Penalty: 882.322205
	Iteration 48Q: 3 clusters Score -519688.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -519693.500000 Penalty: 882.322205
	Iteration 49Q: 3 clusters Score -519693.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -519695.687500 Penalty: 882.322205
	Iteration 50Q: 3 clusters Score -519695.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -519697.281250 Penalty: 882.322205
	Iteration 51Q: 3 clusters Score -519697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -519695.968750 Penalty: 882.322205
	Iteration 52Q: 3 clusters Score -519696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -519697.906250 Penalty: 882.322205
	Iteration 53Q: 3 clusters Score -519697.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -519700.125000 Penalty: 882.322205
	Iteration 54Q: 3 clusters Score -519700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -519702.500000 Penalty: 882.322205
	Iteration 55Q: 3 clusters Score -519702.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -519705.406250 Penalty: 882.322205
	Iteration 56Q: 3 clusters Score -519705.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -519708.406250 Penalty: 882.322205
	Iteration 57Q: 3 clusters Score -519708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -519710.000000 Penalty: 882.322205
	Iteration 58Q: 3 clusters Score -519710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -519710.531250 Penalty: 882.322205
	Iteration 59Q: 3 clusters Score -519710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -519710.375000 Penalty: 882.322205
	Iteration 60F: 3 clusters Score -519710.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Entering Unmasked Estep 
Score: -54965.460938 Penalty: 346.764374
	Iteration 0F: 2 clusters Score -54965.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -53520.035156 Penalty: 693.528748
	Iteration 0F: 3 clusters Score -53520.04 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -54005.628906 Penalty: 693.528748
	Iteration 1F: 3 clusters Score -54005.63 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -54109.406250 Penalty: 693.528748
	Iteration 2F: 3 clusters Score -54109.41 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -54187.726562 Penalty: 693.528748
	Iteration 3F: 3 clusters Score -54187.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -54267.570312 Penalty: 693.528748
	Iteration 4F: 3 clusters Score -54267.57 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -54336.968750 Penalty: 693.528748
	Iteration 5F: 3 clusters Score -54336.97 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -54405.882812 Penalty: 693.528748
	Iteration 6F: 3 clusters Score -54405.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -54453.386719 Penalty: 693.528748
	Iteration 7Q: 3 clusters Score -54453.39 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -54473.218750 Penalty: 693.528748
	Iteration 8Q: 3 clusters Score -54473.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -54488.863281 Penalty: 693.528748
	Iteration 9Q: 3 clusters Score -54488.86 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -54510.617188 Penalty: 693.528748
	Iteration 10Q: 3 clusters Score -54510.62 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -54528.898438 Penalty: 693.528748
	Iteration 11Q: 3 clusters Score -54528.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -54538.871094 Penalty: 693.528748
	Iteration 12Q: 3 clusters Score -54538.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -54547.136719 Penalty: 693.528748
	Iteration 13Q: 3 clusters Score -54547.14 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -54562.335938 Penalty: 693.528748
	Iteration 14Q: 3 clusters Score -54562.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -54579.976562 Penalty: 693.528748
	Iteration 15Q: 3 clusters Score -54579.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -54598.644531 Penalty: 693.528748
	Iteration 16Q: 3 clusters Score -54598.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -54622.132812 Penalty: 693.528748
	Iteration 17Q: 3 clusters Score -54622.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -54649.132812 Penalty: 693.528748
	Iteration 18Q: 3 clusters Score -54649.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -54681.070312 Penalty: 693.528748
	Iteration 19Q: 3 clusters Score -54681.07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -54713.417969 Penalty: 693.528748
	Iteration 20F: 3 clusters Score -54713.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -54727.695312 Penalty: 693.528748
	Iteration 21Q: 3 clusters Score -54727.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -54735.945312 Penalty: 693.528748
	Iteration 22Q: 3 clusters Score -54735.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -54742.527344 Penalty: 693.528748
	Iteration 23Q: 3 clusters Score -54742.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -54746.761719 Penalty: 693.528748
	Iteration 24Q: 3 clusters Score -54746.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -54750.089844 Penalty: 693.528748
	Iteration 25Q: 3 clusters Score -54750.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -54751.500000 Penalty: 693.528748
	Iteration 26Q: 3 clusters Score -54751.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -54753.179688 Penalty: 693.528748
	Iteration 27Q: 3 clusters Score -54753.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -54756.792969 Penalty: 693.528748
	Iteration 28Q: 3 clusters Score -54756.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -54758.406250 Penalty: 693.528748
	Iteration 29Q: 3 clusters Score -54758.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -54759.199219 Penalty: 693.528748
	Iteration 30Q: 3 clusters Score -54759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -54759.808594 Penalty: 693.528748
	Iteration 31Q: 3 clusters Score -54759.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -54760.921875 Penalty: 693.528748
	Iteration 32Q: 3 clusters Score -54760.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -54762.226562 Penalty: 693.528748
	Iteration 33Q: 3 clusters Score -54762.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -54762.566406 Penalty: 693.528748
	Iteration 34Q: 3 clusters Score -54762.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -54762.945312 Penalty: 693.528748
	Iteration 35Q: 3 clusters Score -54762.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -54762.945312 Penalty: 693.528748
	Iteration 36F: 3 clusters Score -54762.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Entering Unmasked Estep 
Score: -32208.097656 Penalty: 314.890564
	Iteration 0F: 2 clusters Score -32208.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -31389.062500 Penalty: 629.781128
	Iteration 0F: 3 clusters Score -31389.06 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -31595.945312 Penalty: 629.781128
	Iteration 1F: 3 clusters Score -31595.95 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -31652.589844 Penalty: 629.781128
	Iteration 2F: 3 clusters Score -31652.59 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -31684.544922 Penalty: 629.781128
	Iteration 3F: 3 clusters Score -31684.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31707.560547 Penalty: 629.781128
	Iteration 4Q: 3 clusters Score -31707.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -31723.695312 Penalty: 629.781128
	Iteration 5Q: 3 clusters Score -31723.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -31740.394531 Penalty: 629.781128
	Iteration 6Q: 3 clusters Score -31740.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -31756.404297 Penalty: 629.781128
	Iteration 7Q: 3 clusters Score -31756.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31773.296875 Penalty: 629.781128
	Iteration 8Q: 3 clusters Score -31773.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31785.326172 Penalty: 629.781128
	Iteration 9Q: 3 clusters Score -31785.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31794.402344 Penalty: 629.781128
	Iteration 10Q: 3 clusters Score -31794.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31796.986328 Penalty: 629.781128
	Iteration 11Q: 3 clusters Score -31796.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -31799.888672 Penalty: 629.781128
	Iteration 12Q: 3 clusters Score -31799.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31801.593750 Penalty: 629.781128
	Iteration 13Q: 3 clusters Score -31801.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -31804.849609 Penalty: 629.781128
	Iteration 14Q: 3 clusters Score -31804.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -31809.623047 Penalty: 629.781128
	Iteration 15Q: 3 clusters Score -31809.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31815.070312 Penalty: 629.781128
	Iteration 16Q: 3 clusters Score -31815.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -31822.843750 Penalty: 629.781128
	Iteration 17Q: 3 clusters Score -31822.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -31832.591797 Penalty: 629.781128
	Iteration 18Q: 3 clusters Score -31832.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31846.185547 Penalty: 629.781128
	Iteration 19Q: 3 clusters Score -31846.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31860.609375 Penalty: 629.781128
	Iteration 20F: 3 clusters Score -31860.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -31873.921875 Penalty: 629.781128
	Iteration 21Q: 3 clusters Score -31873.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31881.738281 Penalty: 629.781128
	Iteration 22Q: 3 clusters Score -31881.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -31889.185547 Penalty: 629.781128
	Iteration 23Q: 3 clusters Score -31889.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31893.513672 Penalty: 629.781128
	Iteration 24Q: 3 clusters Score -31893.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31896.341797 Penalty: 629.781128
	Iteration 25Q: 3 clusters Score -31896.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31899.458984 Penalty: 629.781128
	Iteration 26Q: 3 clusters Score -31899.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31909.050781 Penalty: 629.781128
	Iteration 27Q: 3 clusters Score -31909.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31918.439453 Penalty: 629.781128
	Iteration 28Q: 3 clusters Score -31918.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -31921.072266 Penalty: 629.781128
	Iteration 29Q: 3 clusters Score -31921.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31923.792969 Penalty: 629.781128
	Iteration 30Q: 3 clusters Score -31923.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -31924.792969 Penalty: 629.781128
	Iteration 31Q: 3 clusters Score -31924.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31927.507812 Penalty: 629.781128
	Iteration 32Q: 3 clusters Score -31927.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -31930.125000 Penalty: 629.781128
	Iteration 33Q: 3 clusters Score -31930.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -31930.867188 Penalty: 629.781128
	Iteration 34Q: 3 clusters Score -31930.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31931.619141 Penalty: 629.781128
	Iteration 35Q: 3 clusters Score -31931.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31932.750000 Penalty: 629.781128
	Iteration 36Q: 3 clusters Score -31932.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -31932.750000 Penalty: 629.781128
	Iteration 37F: 3 clusters Score -31932.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Entering Unmasked Estep 
Score: -1410699.875000 Penalty: 486.645569
	Iteration 0F: 2 clusters Score -1410700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -1380981.250000 Penalty: 973.291138
	Iteration 0F: 3 clusters Score -1380981 nChanged 21341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1394608.500000 Penalty: 973.291138
	Iteration 1F: 3 clusters Score -1394608 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -1396465.375000 Penalty: 973.291138
	Iteration 2F: 3 clusters Score -1396465 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -1399274.000000 Penalty: 973.291138
	Iteration 3F: 3 clusters Score -1399274 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1402871.000000 Penalty: 973.291138
	Iteration 4F: 3 clusters Score -1402871 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1405940.500000 Penalty: 973.291138
	Iteration 5F: 3 clusters Score -1405940 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36708 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1407435.000000 Penalty: 973.291138
	Iteration 6Q: 3 clusters Score -1407435 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1407988.250000 Penalty: 973.291138
	Iteration 7Q: 3 clusters Score -1407988 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37881 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1408266.875000 Penalty: 973.291138
	Iteration 8Q: 3 clusters Score -1408267 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1408475.500000 Penalty: 973.291138
	Iteration 9Q: 3 clusters Score -1408476 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1408655.875000 Penalty: 973.291138
	Iteration 10Q: 3 clusters Score -1408656 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1408832.750000 Penalty: 973.291138
	Iteration 11Q: 3 clusters Score -1408833 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1408976.375000 Penalty: 973.291138
	Iteration 12Q: 3 clusters Score -1408976 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1409092.625000 Penalty: 973.291138
	Iteration 13Q: 3 clusters Score -1409093 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1409200.750000 Penalty: 973.291138
	Iteration 14Q: 3 clusters Score -1409201 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1409321.625000 Penalty: 973.291138
	Iteration 15Q: 3 clusters Score -1409322 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1409428.625000 Penalty: 973.291138
	Iteration 16Q: 3 clusters Score -1409429 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1409542.375000 Penalty: 973.291138
	Iteration 17Q: 3 clusters Score -1409542 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1409638.125000 Penalty: 973.291138
	Iteration 18Q: 3 clusters Score -1409638 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1409707.375000 Penalty: 973.291138
	Iteration 19Q: 3 clusters Score -1409707 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1409770.625000 Penalty: 973.291138
	Iteration 20F: 3 clusters Score -1409771 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1409839.125000 Penalty: 973.291138
	Iteration 21Q: 3 clusters Score -1409839 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1409894.375000 Penalty: 973.291138
	Iteration 22Q: 3 clusters Score -1409894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1409944.500000 Penalty: 973.291138
	Iteration 23Q: 3 clusters Score -1409944 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1409995.875000 Penalty: 973.291138
	Iteration 24Q: 3 clusters Score -1409996 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1410042.500000 Penalty: 973.291138
	Iteration 25Q: 3 clusters Score -1410042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1410074.750000 Penalty: 973.291138
	Iteration 26Q: 3 clusters Score -1410075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1410100.125000 Penalty: 973.291138
	Iteration 27Q: 3 clusters Score -1410100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1410124.625000 Penalty: 973.291138
	Iteration 28Q: 3 clusters Score -1410125 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1410161.875000 Penalty: 973.291138
	Iteration 29Q: 3 clusters Score -1410162 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1410190.375000 Penalty: 973.291138
	Iteration 30Q: 3 clusters Score -1410190 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1410205.625000 Penalty: 973.291138
	Iteration 31Q: 3 clusters Score -1410206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1410220.625000 Penalty: 973.291138
	Iteration 32Q: 3 clusters Score -1410221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1410228.000000 Penalty: 973.291138
	Iteration 33Q: 3 clusters Score -1410228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1410234.875000 Penalty: 973.291138
	Iteration 34Q: 3 clusters Score -1410235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1410244.000000 Penalty: 973.291138
	Iteration 35Q: 3 clusters Score -1410244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1410249.625000 Penalty: 973.291138
	Iteration 36Q: 3 clusters Score -1410250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1410255.625000 Penalty: 973.291138
	Iteration 37Q: 3 clusters Score -1410256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1410263.625000 Penalty: 973.291138
	Iteration 38Q: 3 clusters Score -1410264 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1410270.125000 Penalty: 973.291138
	Iteration 39Q: 3 clusters Score -1410270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1410271.875000 Penalty: 973.291138
	Iteration 40F: 3 clusters Score -1410272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1410272.875000 Penalty: 973.291138
	Iteration 41Q: 3 clusters Score -1410273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1410274.000000 Penalty: 973.291138
	Iteration 42Q: 3 clusters Score -1410274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1410275.375000 Penalty: 973.291138
	Iteration 43Q: 3 clusters Score -1410275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1410275.750000 Penalty: 973.291138
	Iteration 44Q: 3 clusters Score -1410276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1410275.875000 Penalty: 973.291138
	Iteration 45Q: 3 clusters Score -1410276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1410276.125000 Penalty: 973.291138
	Iteration 46Q: 3 clusters Score -1410276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1410278.375000 Penalty: 973.291138
	Iteration 47Q: 3 clusters Score -1410278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1410281.000000 Penalty: 973.291138
	Iteration 48Q: 3 clusters Score -1410281 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1410282.000000 Penalty: 973.291138
	Iteration 49Q: 3 clusters Score -1410282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1410282.750000 Penalty: 973.291138
	Iteration 50Q: 3 clusters Score -1410283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1410282.625000 Penalty: 973.291138
	Iteration 51Q: 3 clusters Score -1410283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1410282.125000 Penalty: 973.291138
	Iteration 52Q: 3 clusters Score -1410282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1410284.375000 Penalty: 973.291138
	Iteration 53Q: 3 clusters Score -1410284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1410286.750000 Penalty: 973.291138
	Iteration 54Q: 3 clusters Score -1410287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1410289.125000 Penalty: 973.291138
	Iteration 55Q: 3 clusters Score -1410289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1410289.625000 Penalty: 973.291138
	Iteration 56Q: 3 clusters Score -1410290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1410290.625000 Penalty: 973.291138
	Iteration 57Q: 3 clusters Score -1410291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1410292.125000 Penalty: 973.291138
	Iteration 58Q: 3 clusters Score -1410292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1410291.000000 Penalty: 973.291138
	Iteration 59Q: 3 clusters Score -1410291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1410290.875000 Penalty: 973.291138
	Iteration 60F: 3 clusters Score -1410291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1410292.875000 Penalty: 973.291138
	Iteration 61Q: 3 clusters Score -1410293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1410292.500000 Penalty: 973.291138
	Iteration 62Q: 3 clusters Score -1410292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1410291.375000 Penalty: 973.291138
	Iteration 63Q: 3 clusters Score -1410291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1410291.750000 Penalty: 973.291138
	Iteration 64Q: 3 clusters Score -1410292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1410292.125000 Penalty: 973.291138
	Iteration 65Q: 3 clusters Score -1410292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1410292.125000 Penalty: 973.291138
	Iteration 66F: 3 clusters Score -1410292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Entering Unmasked Estep 
Score: -155961.093750 Penalty: 384.813660
	Iteration 0F: 2 clusters Score -155961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -152826.203125 Penalty: 769.627319
	Iteration 0F: 3 clusters Score -152826.2 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -153958.796875 Penalty: 769.627319
	Iteration 1F: 3 clusters Score -153958.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -154088.218750 Penalty: 769.627319
	Iteration 2F: 3 clusters Score -154088.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -154212.015625 Penalty: 769.627319
	Iteration 3F: 3 clusters Score -154212 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -154319.890625 Penalty: 769.627319
	Iteration 4Q: 3 clusters Score -154319.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -154486.437500 Penalty: 769.627319
	Iteration 5F: 3 clusters Score -154486.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -154697.609375 Penalty: 769.627319
	Iteration 6F: 3 clusters Score -154697.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -154922.843750 Penalty: 769.627319
	Iteration 7F: 3 clusters Score -154922.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -155083.890625 Penalty: 769.627319
	Iteration 8Q: 3 clusters Score -155083.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -155166.906250 Penalty: 769.627319
	Iteration 9Q: 3 clusters Score -155166.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -155223.593750 Penalty: 769.627319
	Iteration 10Q: 3 clusters Score -155223.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -155265.828125 Penalty: 769.627319
	Iteration 11Q: 3 clusters Score -155265.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -155305.468750 Penalty: 769.627319
	Iteration 12Q: 3 clusters Score -155305.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -155343.328125 Penalty: 769.627319
	Iteration 13Q: 3 clusters Score -155343.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -155382.234375 Penalty: 769.627319
	Iteration 14Q: 3 clusters Score -155382.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -155423.140625 Penalty: 769.627319
	Iteration 15Q: 3 clusters Score -155423.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -155455.171875 Penalty: 769.627319
	Iteration 16Q: 3 clusters Score -155455.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -155492.890625 Penalty: 769.627319
	Iteration 17Q: 3 clusters Score -155492.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -155521.500000 Penalty: 769.627319
	Iteration 18Q: 3 clusters Score -155521.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -155536.984375 Penalty: 769.627319
	Iteration 19Q: 3 clusters Score -155537 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -155556.328125 Penalty: 769.627319
	Iteration 20F: 3 clusters Score -155556.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -155575.062500 Penalty: 769.627319
	Iteration 21Q: 3 clusters Score -155575.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -155586.390625 Penalty: 769.627319
	Iteration 22Q: 3 clusters Score -155586.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -155592.375000 Penalty: 769.627319
	Iteration 23Q: 3 clusters Score -155592.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -155597.250000 Penalty: 769.627319
	Iteration 24Q: 3 clusters Score -155597.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -155600.328125 Penalty: 769.627319
	Iteration 25Q: 3 clusters Score -155600.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -155602.796875 Penalty: 769.627319
	Iteration 26Q: 3 clusters Score -155602.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -155606.453125 Penalty: 769.627319
	Iteration 27Q: 3 clusters Score -155606.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -155609.343750 Penalty: 769.627319
	Iteration 28Q: 3 clusters Score -155609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -155610.015625 Penalty: 769.627319
	Iteration 29Q: 3 clusters Score -155610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -155611.015625 Penalty: 769.627319
	Iteration 30Q: 3 clusters Score -155611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -155611.781250 Penalty: 769.627319
	Iteration 31Q: 3 clusters Score -155611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -155612.031250 Penalty: 769.627319
	Iteration 32Q: 3 clusters Score -155612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -155612.812500 Penalty: 769.627319
	Iteration 33Q: 3 clusters Score -155612.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -155613.609375 Penalty: 769.627319
	Iteration 34Q: 3 clusters Score -155613.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -155615.031250 Penalty: 769.627319
	Iteration 35Q: 3 clusters Score -155615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -155615.859375 Penalty: 769.627319
	Iteration 36Q: 3 clusters Score -155615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -155615.953125 Penalty: 769.627319
	Iteration 37Q: 3 clusters Score -155616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -155615.953125 Penalty: 769.627319
	Iteration 38F: 3 clusters Score -155616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Entering Unmasked Estep 
Score: -55692.738281 Penalty: 338.846161
	Iteration 0F: 2 clusters Score -55692.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -54434.640625 Penalty: 677.692322
	Iteration 0F: 3 clusters Score -54434.64 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -54839.292969 Penalty: 677.692322
	Iteration 1F: 3 clusters Score -54839.29 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -54901.105469 Penalty: 677.692322
	Iteration 2F: 3 clusters Score -54901.11 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -54938.074219 Penalty: 677.692322
	Iteration 3F: 3 clusters Score -54938.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -54971.714844 Penalty: 677.692322
	Iteration 4Q: 3 clusters Score -54971.71 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -54996.863281 Penalty: 677.692322
	Iteration 5Q: 3 clusters Score -54996.86 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -55023.187500 Penalty: 677.692322
	Iteration 6Q: 3 clusters Score -55023.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -55048.644531 Penalty: 677.692322
	Iteration 7Q: 3 clusters Score -55048.64 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -55070.792969 Penalty: 677.692322
	Iteration 8Q: 3 clusters Score -55070.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -55097.511719 Penalty: 677.692322
	Iteration 9Q: 3 clusters Score -55097.51 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -55123.214844 Penalty: 677.692322
	Iteration 10Q: 3 clusters Score -55123.21 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -55152.203125 Penalty: 677.692322
	Iteration 11Q: 3 clusters Score -55152.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -55182.179688 Penalty: 677.692322
	Iteration 12Q: 3 clusters Score -55182.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -55222.828125 Penalty: 677.692322
	Iteration 13Q: 3 clusters Score -55222.83 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -55260.476562 Penalty: 677.692322
	Iteration 14Q: 3 clusters Score -55260.48 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55291.230469 Penalty: 677.692322
	Iteration 15Q: 3 clusters Score -55291.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55323.785156 Penalty: 677.692322
	Iteration 16Q: 3 clusters Score -55323.79 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -55354.781250 Penalty: 677.692322
	Iteration 17Q: 3 clusters Score -55354.78 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -55368.156250 Penalty: 677.692322
	Iteration 18Q: 3 clusters Score -55368.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -55375.191406 Penalty: 677.692322
	Iteration 19Q: 3 clusters Score -55375.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -55379.984375 Penalty: 677.692322
	Iteration 20F: 3 clusters Score -55379.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -55386.156250 Penalty: 677.692322
	Iteration 21Q: 3 clusters Score -55386.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -55390.789062 Penalty: 677.692322
	Iteration 22Q: 3 clusters Score -55390.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -55396.519531 Penalty: 677.692322
	Iteration 23Q: 3 clusters Score -55396.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -55404.976562 Penalty: 677.692322
	Iteration 24Q: 3 clusters Score -55404.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -55411.812500 Penalty: 677.692322
	Iteration 25Q: 3 clusters Score -55411.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -55413.382812 Penalty: 677.692322
	Iteration 26Q: 3 clusters Score -55413.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -55415.656250 Penalty: 677.692322
	Iteration 27Q: 3 clusters Score -55415.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -55415.656250 Penalty: 677.692322
	Iteration 28F: 3 clusters Score -55415.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Entering Unmasked Estep 
Score: -120954.226562 Penalty: 371.108154
	Iteration 0F: 2 clusters Score -120954.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -118534.523438 Penalty: 742.216309
	Iteration 0F: 3 clusters Score -118534.5 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -119475.117188 Penalty: 742.216309
	Iteration 1F: 3 clusters Score -119475.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -119624.671875 Penalty: 742.216309
	Iteration 2F: 3 clusters Score -119624.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -119800.140625 Penalty: 742.216309
	Iteration 3F: 3 clusters Score -119800.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -119967.937500 Penalty: 742.216309
	Iteration 4F: 3 clusters Score -119967.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120135.562500 Penalty: 742.216309
	Iteration 5Q: 3 clusters Score -120135.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -120282.531250 Penalty: 742.216309
	Iteration 6Q: 3 clusters Score -120282.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120393.867188 Penalty: 742.216309
	Iteration 7Q: 3 clusters Score -120393.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -120471.781250 Penalty: 742.216309
	Iteration 8Q: 3 clusters Score -120471.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120499.632812 Penalty: 742.216309
	Iteration 9Q: 3 clusters Score -120499.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120514.929688 Penalty: 742.216309
	Iteration 10Q: 3 clusters Score -120514.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -120532.875000 Penalty: 742.216309
	Iteration 11Q: 3 clusters Score -120532.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -120546.851562 Penalty: 742.216309
	Iteration 12Q: 3 clusters Score -120546.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -120561.625000 Penalty: 742.216309
	Iteration 13Q: 3 clusters Score -120561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -120574.976562 Penalty: 742.216309
	Iteration 14Q: 3 clusters Score -120575 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -120585.765625 Penalty: 742.216309
	Iteration 15Q: 3 clusters Score -120585.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -120593.539062 Penalty: 742.216309
	Iteration 16Q: 3 clusters Score -120593.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -120599.125000 Penalty: 742.216309
	Iteration 17Q: 3 clusters Score -120599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -120601.546875 Penalty: 742.216309
	Iteration 18Q: 3 clusters Score -120601.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -120603.515625 Penalty: 742.216309
	Iteration 19Q: 3 clusters Score -120603.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -120604.796875 Penalty: 742.216309
	Iteration 20F: 3 clusters Score -120604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -120605.726562 Penalty: 742.216309
	Iteration 21Q: 3 clusters Score -120605.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -120608.210938 Penalty: 742.216309
	Iteration 22Q: 3 clusters Score -120608.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -120610.273438 Penalty: 742.216309
	Iteration 23Q: 3 clusters Score -120610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -120611.304688 Penalty: 742.216309
	Iteration 24Q: 3 clusters Score -120611.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -120611.929688 Penalty: 742.216309
	Iteration 25Q: 3 clusters Score -120611.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120612.015625 Penalty: 742.216309
	Iteration 26Q: 3 clusters Score -120612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -120612.015625 Penalty: 742.216309
	Iteration 27F: 3 clusters Score -120612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Entering Unmasked Estep 
Score: -722605.562500 Penalty: 460.879852
	Iteration 0F: 2 clusters Score -722605.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -705781.125000 Penalty: 921.759705
	Iteration 0F: 3 clusters Score -705781.1 nChanged 12034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -713355.625000 Penalty: 921.759705
	Iteration 1F: 3 clusters Score -713355.6 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -714310.750000 Penalty: 921.759705
	Iteration 2F: 3 clusters Score -714310.8 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -715617.937500 Penalty: 921.759705
	Iteration 3F: 3 clusters Score -715617.9 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -717203.000000 Penalty: 921.759705
	Iteration 4F: 3 clusters Score -717203 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -718422.500000 Penalty: 921.759705
	Iteration 5F: 3 clusters Score -718422.5 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -719000.000000 Penalty: 921.759705
	Iteration 6Q: 3 clusters Score -719000 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -719319.125000 Penalty: 921.759705
	Iteration 7Q: 3 clusters Score -719319.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -719619.750000 Penalty: 921.759705
	Iteration 8Q: 3 clusters Score -719619.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -719883.000000 Penalty: 921.759705
	Iteration 9Q: 3 clusters Score -719883 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -720184.062500 Penalty: 921.759705
	Iteration 10Q: 3 clusters Score -720184.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -720535.437500 Penalty: 921.759705
	Iteration 11Q: 3 clusters Score -720535.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -720910.937500 Penalty: 921.759705
	Iteration 12Q: 3 clusters Score -720910.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -721207.375000 Penalty: 921.759705
	Iteration 13Q: 3 clusters Score -721207.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -721428.687500 Penalty: 921.759705
	Iteration 14Q: 3 clusters Score -721428.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -721593.500000 Penalty: 921.759705
	Iteration 15Q: 3 clusters Score -721593.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -721733.250000 Penalty: 921.759705
	Iteration 16Q: 3 clusters Score -721733.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -721831.187500 Penalty: 921.759705
	Iteration 17Q: 3 clusters Score -721831.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -721912.750000 Penalty: 921.759705
	Iteration 18Q: 3 clusters Score -721912.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -721969.187500 Penalty: 921.759705
	Iteration 19Q: 3 clusters Score -721969.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -722032.000000 Penalty: 921.759705
	Iteration 20F: 3 clusters Score -722032 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -722083.125000 Penalty: 921.759705
	Iteration 21Q: 3 clusters Score -722083.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -722125.187500 Penalty: 921.759705
	Iteration 22Q: 3 clusters Score -722125.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -722163.750000 Penalty: 921.759705
	Iteration 23Q: 3 clusters Score -722163.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 19660 members 
Entering Unmasked Estep 
Score: -722194.250000 Penalty: 921.759705
	Iteration 24Q: 3 clusters Score -722194.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -722218.125000 Penalty: 921.759705
	Iteration 25Q: 3 clusters Score -722218.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -722243.875000 Penalty: 921.759705
	Iteration 26Q: 3 clusters Score -722243.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -722268.437500 Penalty: 921.759705
	Iteration 27Q: 3 clusters Score -722268.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -722292.375000 Penalty: 921.759705
	Iteration 28Q: 3 clusters Score -722292.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -722307.187500 Penalty: 921.759705
	Iteration 29Q: 3 clusters Score -722307.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -722328.437500 Penalty: 921.759705
	Iteration 30Q: 3 clusters Score -722328.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -722342.875000 Penalty: 921.759705
	Iteration 31Q: 3 clusters Score -722342.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -722355.437500 Penalty: 921.759705
	Iteration 32Q: 3 clusters Score -722355.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -722366.437500 Penalty: 921.759705
	Iteration 33Q: 3 clusters Score -722366.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -722380.375000 Penalty: 921.759705
	Iteration 34Q: 3 clusters Score -722380.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -722393.937500 Penalty: 921.759705
	Iteration 35Q: 3 clusters Score -722393.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -722411.062500 Penalty: 921.759705
	Iteration 36Q: 3 clusters Score -722411.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -722424.375000 Penalty: 921.759705
	Iteration 37Q: 3 clusters Score -722424.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -722435.562500 Penalty: 921.759705
	Iteration 38Q: 3 clusters Score -722435.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -722450.937500 Penalty: 921.759705
	Iteration 39Q: 3 clusters Score -722450.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -722462.500000 Penalty: 921.759705
	Iteration 40F: 3 clusters Score -722462.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -722474.125000 Penalty: 921.759705
	Iteration 41Q: 3 clusters Score -722474.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -722482.437500 Penalty: 921.759705
	Iteration 42Q: 3 clusters Score -722482.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -722483.562500 Penalty: 921.759705
	Iteration 43Q: 3 clusters Score -722483.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -722485.437500 Penalty: 921.759705
	Iteration 44Q: 3 clusters Score -722485.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -722489.375000 Penalty: 921.759705
	Iteration 45Q: 3 clusters Score -722489.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -722491.500000 Penalty: 921.759705
	Iteration 46Q: 3 clusters Score -722491.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -722494.625000 Penalty: 921.759705
	Iteration 47Q: 3 clusters Score -722494.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -722496.125000 Penalty: 921.759705
	Iteration 48Q: 3 clusters Score -722496.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -722495.375000 Penalty: 921.759705
	Iteration 49Q: 3 clusters Score -722495.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -722497.125000 Penalty: 921.759705
	Iteration 50Q: 3 clusters Score -722497.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -722496.562500 Penalty: 921.759705
	Iteration 51Q: 3 clusters Score -722496.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -722497.375000 Penalty: 921.759705
	Iteration 52Q: 3 clusters Score -722497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -722497.500000 Penalty: 921.759705
	Iteration 53Q: 3 clusters Score -722497.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -722498.187500 Penalty: 921.759705
	Iteration 54Q: 3 clusters Score -722498.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -722498.500000 Penalty: 921.759705
	Iteration 55Q: 3 clusters Score -722498.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -722498.000000 Penalty: 921.759705
	Iteration 56Q: 3 clusters Score -722498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -722498.187500 Penalty: 921.759705
	Iteration 57Q: 3 clusters Score -722498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -722497.875000 Penalty: 921.759705
	Iteration 58Q: 3 clusters Score -722497.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -722497.375000 Penalty: 921.759705
	Iteration 59Q: 3 clusters Score -722497.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -722498.125000 Penalty: 921.759705
	Iteration 60F: 3 clusters Score -722498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -722498.875000 Penalty: 921.759705
	Iteration 61Q: 3 clusters Score -722498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -722498.687500 Penalty: 921.759705
	Iteration 62Q: 3 clusters Score -722498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -722498.875000 Penalty: 921.759705
	Iteration 63Q: 3 clusters Score -722498.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -722498.187500 Penalty: 921.759705
	Iteration 64Q: 3 clusters Score -722498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -722498.312500 Penalty: 921.759705
	Iteration 65Q: 3 clusters Score -722498.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -722498.312500 Penalty: 921.759705
	Iteration 66F: 3 clusters Score -722498.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -44734.660156 Penalty: 330.894135
	Iteration 0F: 2 clusters Score -44734.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43687.984375 Penalty: 661.788269
	Iteration 0F: 3 clusters Score -43687.98 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -44041.062500 Penalty: 661.788269
	Iteration 1F: 3 clusters Score -44041.06 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -44145.421875 Penalty: 661.788269
	Iteration 2F: 3 clusters Score -44145.42 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -44227.683594 Penalty: 661.788269
	Iteration 3F: 3 clusters Score -44227.68 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -44293.714844 Penalty: 661.788269
	Iteration 4F: 3 clusters Score -44293.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -44334.351562 Penalty: 661.788269
	Iteration 5Q: 3 clusters Score -44334.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -44362.601562 Penalty: 661.788269
	Iteration 6Q: 3 clusters Score -44362.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -44396.468750 Penalty: 661.788269
	Iteration 7Q: 3 clusters Score -44396.47 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -44423.792969 Penalty: 661.788269
	Iteration 8Q: 3 clusters Score -44423.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44437.574219 Penalty: 661.788269
	Iteration 9Q: 3 clusters Score -44437.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44441.835938 Penalty: 661.788269
	Iteration 10Q: 3 clusters Score -44441.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44445.554688 Penalty: 661.788269
	Iteration 11Q: 3 clusters Score -44445.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44447.207031 Penalty: 661.788269
	Iteration 12Q: 3 clusters Score -44447.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44448.640625 Penalty: 661.788269
	Iteration 13Q: 3 clusters Score -44448.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -44449.308594 Penalty: 661.788269
	Iteration 14Q: 3 clusters Score -44449.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -44449.605469 Penalty: 661.788269
	Iteration 15Q: 3 clusters Score -44449.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -44450.050781 Penalty: 661.788269
	Iteration 16Q: 3 clusters Score -44450.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -44450.531250 Penalty: 661.788269
	Iteration 17Q: 3 clusters Score -44450.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -44452.617188 Penalty: 661.788269
	Iteration 18Q: 3 clusters Score -44452.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -44454.617188 Penalty: 661.788269
	Iteration 19Q: 3 clusters Score -44454.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -44457.406250 Penalty: 661.788269
	Iteration 20F: 3 clusters Score -44457.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -44460.796875 Penalty: 661.788269
	Iteration 21Q: 3 clusters Score -44460.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -44462.824219 Penalty: 661.788269
	Iteration 22Q: 3 clusters Score -44462.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44463.652344 Penalty: 661.788269
	Iteration 23Q: 3 clusters Score -44463.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44464.285156 Penalty: 661.788269
	Iteration 24Q: 3 clusters Score -44464.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -44465.023438 Penalty: 661.788269
	Iteration 25Q: 3 clusters Score -44465.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -44465.812500 Penalty: 661.788269
	Iteration 26Q: 3 clusters Score -44465.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44465.996094 Penalty: 661.788269
	Iteration 27Q: 3 clusters Score -44466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -44465.996094 Penalty: 661.788269
	Iteration 28F: 3 clusters Score -44466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Entering Unmasked Estep 
Score: -55121.316406 Penalty: 337.253296
	Iteration 0F: 2 clusters Score -55121.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -53878.101562 Penalty: 674.506592
	Iteration 0F: 3 clusters Score -53878.1 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -54253.261719 Penalty: 674.506592
	Iteration 1F: 3 clusters Score -54253.26 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -54309.632812 Penalty: 674.506592
	Iteration 2F: 3 clusters Score -54309.63 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -54349.867188 Penalty: 674.506592
	Iteration 3F: 3 clusters Score -54349.87 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -54385.718750 Penalty: 674.506592
	Iteration 4F: 3 clusters Score -54385.72 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -54408.632812 Penalty: 674.506592
	Iteration 5Q: 3 clusters Score -54408.63 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -54426.945312 Penalty: 674.506592
	Iteration 6Q: 3 clusters Score -54426.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -54449.523438 Penalty: 674.506592
	Iteration 7Q: 3 clusters Score -54449.52 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -54473.179688 Penalty: 674.506592
	Iteration 8Q: 3 clusters Score -54473.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -54496.472656 Penalty: 674.506592
	Iteration 9Q: 3 clusters Score -54496.47 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -54524.710938 Penalty: 674.506592
	Iteration 10Q: 3 clusters Score -54524.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -54566.550781 Penalty: 674.506592
	Iteration 11Q: 3 clusters Score -54566.55 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -54601.007812 Penalty: 674.506592
	Iteration 12Q: 3 clusters Score -54601.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -54632.792969 Penalty: 674.506592
	Iteration 13Q: 3 clusters Score -54632.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -54658.066406 Penalty: 674.506592
	Iteration 14Q: 3 clusters Score -54658.07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -54691.851562 Penalty: 674.506592
	Iteration 15Q: 3 clusters Score -54691.85 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -54720.300781 Penalty: 674.506592
	Iteration 16Q: 3 clusters Score -54720.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -54739.015625 Penalty: 674.506592
	Iteration 17Q: 3 clusters Score -54739.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -54747.675781 Penalty: 674.506592
	Iteration 18Q: 3 clusters Score -54747.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -54754.000000 Penalty: 674.506592
	Iteration 19Q: 3 clusters Score -54754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -54759.972656 Penalty: 674.506592
	Iteration 20F: 3 clusters Score -54759.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -54763.281250 Penalty: 674.506592
	Iteration 21Q: 3 clusters Score -54763.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -54767.019531 Penalty: 674.506592
	Iteration 22Q: 3 clusters Score -54767.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -54768.691406 Penalty: 674.506592
	Iteration 23Q: 3 clusters Score -54768.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -54770.617188 Penalty: 674.506592
	Iteration 24Q: 3 clusters Score -54770.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -54771.472656 Penalty: 674.506592
	Iteration 25Q: 3 clusters Score -54771.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -54772.414062 Penalty: 674.506592
	Iteration 26Q: 3 clusters Score -54772.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -54773.593750 Penalty: 674.506592
	Iteration 27Q: 3 clusters Score -54773.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -54774.175781 Penalty: 674.506592
	Iteration 28Q: 3 clusters Score -54774.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -54774.667969 Penalty: 674.506592
	Iteration 29Q: 3 clusters Score -54774.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -54775.027344 Penalty: 674.506592
	Iteration 30Q: 3 clusters Score -54775.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -54775.992188 Penalty: 674.506592
	Iteration 31Q: 3 clusters Score -54775.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -54776.824219 Penalty: 674.506592
	Iteration 32Q: 3 clusters Score -54776.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -54777.777344 Penalty: 674.506592
	Iteration 33Q: 3 clusters Score -54777.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -54778.773438 Penalty: 674.506592
	Iteration 34Q: 3 clusters Score -54778.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -54779.394531 Penalty: 674.506592
	Iteration 35Q: 3 clusters Score -54779.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -54780.265625 Penalty: 674.506592
	Iteration 36Q: 3 clusters Score -54780.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -54780.976562 Penalty: 674.506592
	Iteration 37Q: 3 clusters Score -54780.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -54782.449219 Penalty: 674.506592
	Iteration 38Q: 3 clusters Score -54782.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -54783.128906 Penalty: 674.506592
	Iteration 39Q: 3 clusters Score -54783.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -54785.562500 Penalty: 674.506592
	Iteration 40F: 3 clusters Score -54785.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -54789.062500 Penalty: 674.506592
	Iteration 41Q: 3 clusters Score -54789.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -54792.773438 Penalty: 674.506592
	Iteration 42Q: 3 clusters Score -54792.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -54796.734375 Penalty: 674.506592
	Iteration 43Q: 3 clusters Score -54796.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -54801.785156 Penalty: 674.506592
	Iteration 44Q: 3 clusters Score -54801.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -54805.132812 Penalty: 674.506592
	Iteration 45Q: 3 clusters Score -54805.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -54807.437500 Penalty: 674.506592
	Iteration 46Q: 3 clusters Score -54807.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -54809.546875 Penalty: 674.506592
	Iteration 47Q: 3 clusters Score -54809.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -54810.746094 Penalty: 674.506592
	Iteration 48Q: 3 clusters Score -54810.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -54811.093750 Penalty: 674.506592
	Iteration 49Q: 3 clusters Score -54811.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -54811.093750 Penalty: 674.506592
	Iteration 50F: 3 clusters Score -54811.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -32109.800781 Penalty: 311.777039
	Iteration 0F: 2 clusters Score -32109.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31344.003906 Penalty: 623.554077
	Iteration 0F: 3 clusters Score -31344 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31559.611328 Penalty: 623.554077
	Iteration 1F: 3 clusters Score -31559.61 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -31593.423828 Penalty: 623.554077
	Iteration 2F: 3 clusters Score -31593.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -31624.583984 Penalty: 623.554077
	Iteration 3Q: 3 clusters Score -31624.58 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31651.417969 Penalty: 623.554077
	Iteration 4Q: 3 clusters Score -31651.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31672.503906 Penalty: 623.554077
	Iteration 5Q: 3 clusters Score -31672.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31685.726562 Penalty: 623.554077
	Iteration 6Q: 3 clusters Score -31685.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31702.064453 Penalty: 623.554077
	Iteration 7Q: 3 clusters Score -31702.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -31722.855469 Penalty: 623.554077
	Iteration 8Q: 3 clusters Score -31722.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -31740.365234 Penalty: 623.554077
	Iteration 9Q: 3 clusters Score -31740.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -31756.046875 Penalty: 623.554077
	Iteration 10Q: 3 clusters Score -31756.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -31771.642578 Penalty: 623.554077
	Iteration 11Q: 3 clusters Score -31771.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31779.285156 Penalty: 623.554077
	Iteration 12Q: 3 clusters Score -31779.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -31790.816406 Penalty: 623.554077
	Iteration 13Q: 3 clusters Score -31790.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31804.042969 Penalty: 623.554077
	Iteration 14Q: 3 clusters Score -31804.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31809.740234 Penalty: 623.554077
	Iteration 15Q: 3 clusters Score -31809.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31813.416016 Penalty: 623.554077
	Iteration 16Q: 3 clusters Score -31813.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31815.937500 Penalty: 623.554077
	Iteration 17Q: 3 clusters Score -31815.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -31818.400391 Penalty: 623.554077
	Iteration 18Q: 3 clusters Score -31818.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31820.525391 Penalty: 623.554077
	Iteration 19Q: 3 clusters Score -31820.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -31823.974609 Penalty: 623.554077
	Iteration 20F: 3 clusters Score -31823.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31827.177734 Penalty: 623.554077
	Iteration 21Q: 3 clusters Score -31827.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31831.513672 Penalty: 623.554077
	Iteration 22Q: 3 clusters Score -31831.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31833.833984 Penalty: 623.554077
	Iteration 23Q: 3 clusters Score -31833.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -31835.841797 Penalty: 623.554077
	Iteration 24Q: 3 clusters Score -31835.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31836.691406 Penalty: 623.554077
	Iteration 25Q: 3 clusters Score -31836.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31836.691406 Penalty: 623.554077
	Iteration 26F: 3 clusters Score -31836.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -6188.699707 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -6188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5862.616699 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -5862.617 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -5925.385254 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -5925.385 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -5949.473145 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -5949.473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -5965.223145 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -5965.223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -5976.715820 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -5976.716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -5987.315918 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -5987.316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -5994.501953 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -5994.502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -5998.501465 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -5998.501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6000.880371 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -6000.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6003.204102 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -6003.204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -6004.422363 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -6004.422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6009.319336 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -6009.319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6010.791992 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -6010.792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6010.791992 Penalty: 503.538452
	Iteration 13F: 3 clusters Score -6010.792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -49255.777344 Penalty: 332.171509
	Iteration 0F: 2 clusters Score -49255.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -48106.628906 Penalty: 664.343018
	Iteration 0F: 3 clusters Score -48106.63 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -48450.273438 Penalty: 664.343018
	Iteration 1F: 3 clusters Score -48450.27 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -48519.714844 Penalty: 664.343018
	Iteration 2F: 3 clusters Score -48519.71 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -48567.355469 Penalty: 664.343018
	Iteration 3F: 3 clusters Score -48567.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -48615.269531 Penalty: 664.343018
	Iteration 4Q: 3 clusters Score -48615.27 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -48655.074219 Penalty: 664.343018
	Iteration 5Q: 3 clusters Score -48655.07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -48693.507812 Penalty: 664.343018
	Iteration 6Q: 3 clusters Score -48693.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -48741.597656 Penalty: 664.343018
	Iteration 7Q: 3 clusters Score -48741.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -48785.445312 Penalty: 664.343018
	Iteration 8Q: 3 clusters Score -48785.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -48804.789062 Penalty: 664.343018
	Iteration 9Q: 3 clusters Score -48804.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -48817.195312 Penalty: 664.343018
	Iteration 10Q: 3 clusters Score -48817.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -48827.929688 Penalty: 664.343018
	Iteration 11Q: 3 clusters Score -48827.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -48841.816406 Penalty: 664.343018
	Iteration 12Q: 3 clusters Score -48841.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -48865.445312 Penalty: 664.343018
	Iteration 13Q: 3 clusters Score -48865.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -48884.109375 Penalty: 664.343018
	Iteration 14Q: 3 clusters Score -48884.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -48899.183594 Penalty: 664.343018
	Iteration 15Q: 3 clusters Score -48899.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -48911.101562 Penalty: 664.343018
	Iteration 16Q: 3 clusters Score -48911.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -48918.023438 Penalty: 664.343018
	Iteration 17Q: 3 clusters Score -48918.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -48921.324219 Penalty: 664.343018
	Iteration 18Q: 3 clusters Score -48921.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -48924.734375 Penalty: 664.343018
	Iteration 19Q: 3 clusters Score -48924.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -48931.519531 Penalty: 664.343018
	Iteration 20F: 3 clusters Score -48931.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -48942.304688 Penalty: 664.343018
	Iteration 21Q: 3 clusters Score -48942.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -48950.011719 Penalty: 664.343018
	Iteration 22Q: 3 clusters Score -48950.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -48954.226562 Penalty: 664.343018
	Iteration 23Q: 3 clusters Score -48954.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -48955.082031 Penalty: 664.343018
	Iteration 24Q: 3 clusters Score -48955.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -48955.777344 Penalty: 664.343018
	Iteration 25Q: 3 clusters Score -48955.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -48956.656250 Penalty: 664.343018
	Iteration 26Q: 3 clusters Score -48956.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -48957.621094 Penalty: 664.343018
	Iteration 27Q: 3 clusters Score -48957.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -48958.824219 Penalty: 664.343018
	Iteration 28Q: 3 clusters Score -48958.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -48960.464844 Penalty: 664.343018
	Iteration 29Q: 3 clusters Score -48960.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -48961.628906 Penalty: 664.343018
	Iteration 30Q: 3 clusters Score -48961.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -48961.628906 Penalty: 664.343018
	Iteration 31F: 3 clusters Score -48961.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Entering Unmasked Estep 
Score: -80254.289062 Penalty: 362.321594
	Iteration 0F: 2 clusters Score -80254.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -78253.585938 Penalty: 724.643188
	Iteration 0F: 3 clusters Score -78253.59 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -78895.570312 Penalty: 724.643188
	Iteration 1F: 3 clusters Score -78895.57 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -78981.890625 Penalty: 724.643188
	Iteration 2F: 3 clusters Score -78981.89 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -79089.218750 Penalty: 724.643188
	Iteration 3F: 3 clusters Score -79089.22 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -79212.351562 Penalty: 724.643188
	Iteration 4F: 3 clusters Score -79212.35 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -79354.804688 Penalty: 724.643188
	Iteration 5F: 3 clusters Score -79354.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -79487.382812 Penalty: 724.643188
	Iteration 6F: 3 clusters Score -79487.38 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -79587.250000 Penalty: 724.643188
	Iteration 7Q: 3 clusters Score -79587.25 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -79676.289062 Penalty: 724.643188
	Iteration 8Q: 3 clusters Score -79676.29 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -79740.265625 Penalty: 724.643188
	Iteration 9Q: 3 clusters Score -79740.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -79789.640625 Penalty: 724.643188
	Iteration 10Q: 3 clusters Score -79789.64 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -79827.578125 Penalty: 724.643188
	Iteration 11Q: 3 clusters Score -79827.58 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -79858.898438 Penalty: 724.643188
	Iteration 12Q: 3 clusters Score -79858.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -79903.265625 Penalty: 724.643188
	Iteration 13Q: 3 clusters Score -79903.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -79946.648438 Penalty: 724.643188
	Iteration 14Q: 3 clusters Score -79946.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -79979.328125 Penalty: 724.643188
	Iteration 15Q: 3 clusters Score -79979.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -80001.632812 Penalty: 724.643188
	Iteration 16Q: 3 clusters Score -80001.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -80020.453125 Penalty: 724.643188
	Iteration 17Q: 3 clusters Score -80020.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -80035.039062 Penalty: 724.643188
	Iteration 18Q: 3 clusters Score -80035.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -80048.601562 Penalty: 724.643188
	Iteration 19Q: 3 clusters Score -80048.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -80056.812500 Penalty: 724.643188
	Iteration 20F: 3 clusters Score -80056.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -80062.171875 Penalty: 724.643188
	Iteration 21Q: 3 clusters Score -80062.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -80067.476562 Penalty: 724.643188
	Iteration 22Q: 3 clusters Score -80067.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -80072.093750 Penalty: 724.643188
	Iteration 23Q: 3 clusters Score -80072.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -80078.218750 Penalty: 724.643188
	Iteration 24Q: 3 clusters Score -80078.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -80079.320312 Penalty: 724.643188
	Iteration 25Q: 3 clusters Score -80079.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -80079.523438 Penalty: 724.643188
	Iteration 26Q: 3 clusters Score -80079.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -80079.671875 Penalty: 724.643188
	Iteration 27Q: 3 clusters Score -80079.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -80079.781250 Penalty: 724.643188
	Iteration 28Q: 3 clusters Score -80079.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -80080.109375 Penalty: 724.643188
	Iteration 29Q: 3 clusters Score -80080.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -80080.625000 Penalty: 724.643188
	Iteration 30Q: 3 clusters Score -80080.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -80080.625000 Penalty: 724.643188
	Iteration 31F: 3 clusters Score -80080.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 1527 members 
Mstep: Class 4 contains 223592 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 2281 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 2041 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3485 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496980.000000 Penalty: 12895.900391
Iteration 251F: 22 clusters Score -2.149698e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 1619 members 
Mstep: Class 4 contains 223783 members 
Mstep: Class 5 contains 2200 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 8 contains 1992 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44171 members 
Mstep: Class 11 contains 4735 members 
Mstep: Class 12 contains 1715 members 
Mstep: Class 13 contains 3509 members 
Mstep: Class 14 contains 25065 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 946 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 364781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497108.000000 Penalty: 12895.900391
Iteration 252Q: 22 clusters Score -2.149711e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 223931 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 2319 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1938 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44181 members 
Mstep: Class 11 contains 4758 members 
Mstep: Class 12 contains 1714 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 1440 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 945 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 364501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497180.000000 Penalty: 12895.900391
Iteration 253Q: 22 clusters Score -2.149718e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 1757 members 
Mstep: Class 4 contains 224046 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 44182 members 
Mstep: Class 11 contains 4772 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3568 members 
Mstep: Class 14 contains 25058 members 
Mstep: Class 15 contains 1443 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 943 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1473 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 364277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497202.000000 Penalty: 12895.900391
Iteration 254Q: 22 clusters Score -2.14972e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 224130 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 1866 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 44183 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 1717 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 25060 members 
Mstep: Class 15 contains 1446 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 364099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497170.000000 Penalty: 12895.900391
Iteration 255Q: 22 clusters Score -2.149717e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 4 contains 224196 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1841 members 
Mstep: Class 9 contains 1011 members 
Mstep: Class 10 contains 44183 members 
Mstep: Class 11 contains 4795 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 3621 members 
Mstep: Class 14 contains 25059 members 
Mstep: Class 15 contains 1449 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 942 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 363967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497144.000000 Penalty: 12895.900391
Iteration 256Q: 22 clusters Score -2.149714e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1855 members 
Mstep: Class 4 contains 224260 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1828 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44175 members 
Mstep: Class 11 contains 4806 members 
Mstep: Class 12 contains 1719 members 
Mstep: Class 13 contains 3643 members 
Mstep: Class 14 contains 25061 members 
Mstep: Class 15 contains 1453 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 940 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 363838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497174.000000 Penalty: 12895.900391
Iteration 257Q: 22 clusters Score -2.149717e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1885 members 
Mstep: Class 4 contains 224311 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1823 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 44175 members 
Mstep: Class 11 contains 4818 members 
Mstep: Class 12 contains 1718 members 
Mstep: Class 13 contains 3660 members 
Mstep: Class 14 contains 25058 members 
Mstep: Class 15 contains 1454 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 2873 members 
Mstep: Class 21 contains 363726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497136.000000 Penalty: 12895.900391
Iteration 258Q: 22 clusters Score -2.149714e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1909 members 
Mstep: Class 4 contains 224352 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2384 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1820 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44175 members 
Mstep: Class 11 contains 4823 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 15 contains 1457 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 2874 members 
Mstep: Class 21 contains 363632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497202.000000 Penalty: 12895.900391
Iteration 259Q: 22 clusters Score -2.14972e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1935 members 
Mstep: Class 4 contains 224388 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 1813 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 44175 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 12 contains 1710 members 
Mstep: Class 13 contains 3694 members 
Mstep: Class 14 contains 25053 members 
Mstep: Class 15 contains 1462 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 2876 members 
Mstep: Class 21 contains 363527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497202.000000 Penalty: 12895.900391
Iteration 260F: 22 clusters Score -2.14972e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1958 members 
Mstep: Class 4 contains 224435 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 1803 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44170 members 
Mstep: Class 11 contains 4831 members 
Mstep: Class 12 contains 1705 members 
Mstep: Class 13 contains 3716 members 
Mstep: Class 14 contains 25050 members 
Mstep: Class 15 contains 1467 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 363430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497240.000000 Penalty: 12895.900391
Iteration 261Q: 22 clusters Score -2.149724e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 1983 members 
Mstep: Class 4 contains 224466 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2396 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 1796 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44169 members 
Mstep: Class 11 contains 4830 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 3739 members 
Mstep: Class 14 contains 25048 members 
Mstep: Class 15 contains 1468 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1471 members 
Mstep: Class 20 contains 2877 members 
Mstep: Class 21 contains 363350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497214.000000 Penalty: 12895.900391
Iteration 262Q: 22 clusters Score -2.149721e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 2013 members 
Mstep: Class 4 contains 224494 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2397 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 1792 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44168 members 
Mstep: Class 11 contains 4833 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3754 members 
Mstep: Class 14 contains 25046 members 
Mstep: Class 15 contains 1471 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 363273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497222.000000 Penalty: 12895.900391
Iteration 263Q: 22 clusters Score -2.149722e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 2033 members 
Mstep: Class 4 contains 224535 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2399 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1787 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44164 members 
Mstep: Class 11 contains 4836 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3768 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 363205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497256.000000 Penalty: 12895.900391
Iteration 264Q: 22 clusters Score -2.149726e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 2055 members 
Mstep: Class 4 contains 224562 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2402 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 1777 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44165 members 
Mstep: Class 11 contains 4839 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3783 members 
Mstep: Class 14 contains 25043 members 
Mstep: Class 15 contains 1470 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1464 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 363148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497276.000000 Penalty: 12895.900391
Iteration 265Q: 22 clusters Score -2.149728e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 2074 members 
Mstep: Class 4 contains 224587 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 16253 members 
Mstep: Class 8 contains 1774 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 11 contains 4844 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3801 members 
Mstep: Class 14 contains 25044 members 
Mstep: Class 15 contains 1469 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 363093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497270.000000 Penalty: 12895.900391
Iteration 266Q: 22 clusters Score -2.149727e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2083 members 
Mstep: Class 4 contains 224614 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2407 members 
Mstep: Class 7 contains 16248 members 
Mstep: Class 8 contains 1773 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44162 members 
Mstep: Class 11 contains 4847 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3811 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 1478 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1461 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 363044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497270.000000 Penalty: 12895.900391
Iteration 267Q: 22 clusters Score -2.149727e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2092 members 
Mstep: Class 4 contains 224624 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 16245 members 
Mstep: Class 8 contains 1769 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44161 members 
Mstep: Class 11 contains 4848 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3828 members 
Mstep: Class 14 contains 25041 members 
Mstep: Class 15 contains 1487 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 363005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497266.000000 Penalty: 12895.900391
Iteration 268Q: 22 clusters Score -2.149727e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2099 members 
Mstep: Class 4 contains 224637 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2408 members 
Mstep: Class 7 contains 16241 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44160 members 
Mstep: Class 11 contains 4852 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3848 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 15 contains 1493 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 362965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497308.000000 Penalty: 12895.900391
Iteration 269Q: 22 clusters Score -2.149731e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2104 members 
Mstep: Class 4 contains 224651 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44153 members 
Mstep: Class 11 contains 4857 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3880 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 1498 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 362918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497354.000000 Penalty: 12895.900391
Iteration 270Q: 22 clusters Score -2.149735e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2107 members 
Mstep: Class 4 contains 224661 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44144 members 
Mstep: Class 11 contains 4862 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 3901 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 1510 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 362878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497408.000000 Penalty: 12895.900391
Iteration 271Q: 22 clusters Score -2.149741e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 224669 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44139 members 
Mstep: Class 11 contains 4869 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 3916 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1459 members 
Mstep: Class 20 contains 2878 members 
Mstep: Class 21 contains 362842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497376.000000 Penalty: 12895.900391
Iteration 272Q: 22 clusters Score -2.149738e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2113 members 
Mstep: Class 4 contains 224682 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16240 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44135 members 
Mstep: Class 11 contains 4873 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 3932 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 1528 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497354.000000 Penalty: 12895.900391
Iteration 273Q: 22 clusters Score -2.149735e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2116 members 
Mstep: Class 4 contains 224695 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16238 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 4875 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 3974 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 1529 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497368.000000 Penalty: 12895.900391
Iteration 274Q: 22 clusters Score -2.149737e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2121 members 
Mstep: Class 4 contains 224712 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16242 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44126 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4014 members 
Mstep: Class 14 contains 25038 members 
Mstep: Class 15 contains 1533 members 
Mstep: Class 16 contains 1652 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497324.000000 Penalty: 12895.900391
Iteration 275Q: 22 clusters Score -2.149732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2123 members 
Mstep: Class 4 contains 224719 members 
Mstep: Class 5 contains 2202 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16247 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44128 members 
Mstep: Class 11 contains 4876 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4049 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 1536 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497322.000000 Penalty: 12895.900391
Iteration 276Q: 22 clusters Score -2.149732e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 1174 members 
Mstep: Class 3 contains 2124 members 
Mstep: Class 4 contains 224727 members 
Mstep: Class 5 contains 2201 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 4877 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4081 members 
Mstep: Class 14 contains 25037 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 1650 members 
Mstep: Class 17 contains 937 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497354.000000 Penalty: 12895.900391
Iteration 277Q: 22 clusters Score -2.149735e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2126 members 
Mstep: Class 4 contains 224743 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16250 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44131 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4112 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1545 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 936 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497338.000000 Penalty: 12895.900391
Iteration 278Q: 22 clusters Score -2.149734e+07 nChanged 96
Entering ConstructFrom: 
Score: -21497338.000000 Penalty: 12895.900391
Entering ConstructFrom: 
Trying to split cluster 1 (24066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Entering Unmasked Estep 
Score: -769745.812500 Penalty: 459.029266
	Iteration 0F: 2 clusters Score -769745.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -753621.375000 Penalty: 918.058533
	Iteration 0F: 3 clusters Score -753621.4 nChanged 11476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -760544.375000 Penalty: 918.058533
	Iteration 1F: 3 clusters Score -760544.4 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -761205.625000 Penalty: 918.058533
	Iteration 2F: 3 clusters Score -761205.6 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -762380.812500 Penalty: 918.058533
	Iteration 3F: 3 clusters Score -762380.8 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -764232.812500 Penalty: 918.058533
	Iteration 4F: 3 clusters Score -764232.8 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -766420.250000 Penalty: 918.058533
	Iteration 5F: 3 clusters Score -766420.2 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -768136.375000 Penalty: 918.058533
	Iteration 6F: 3 clusters Score -768136.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -768894.062500 Penalty: 918.058533
	Iteration 7Q: 3 clusters Score -768894.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -769209.187500 Penalty: 918.058533
	Iteration 8Q: 3 clusters Score -769209.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -769348.250000 Penalty: 918.058533
	Iteration 9Q: 3 clusters Score -769348.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -769456.125000 Penalty: 918.058533
	Iteration 10Q: 3 clusters Score -769456.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -769503.062500 Penalty: 918.058533
	Iteration 11Q: 3 clusters Score -769503.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -769535.312500 Penalty: 918.058533
	Iteration 12Q: 3 clusters Score -769535.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -769546.500000 Penalty: 918.058533
	Iteration 13Q: 3 clusters Score -769546.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -769559.937500 Penalty: 918.058533
	Iteration 14Q: 3 clusters Score -769559.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -769569.312500 Penalty: 918.058533
	Iteration 15Q: 3 clusters Score -769569.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -769577.687500 Penalty: 918.058533
	Iteration 16Q: 3 clusters Score -769577.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -769585.312500 Penalty: 918.058533
	Iteration 17Q: 3 clusters Score -769585.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -769593.000000 Penalty: 918.058533
	Iteration 18Q: 3 clusters Score -769593 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -769598.812500 Penalty: 918.058533
	Iteration 19Q: 3 clusters Score -769598.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -769600.937500 Penalty: 918.058533
	Iteration 20F: 3 clusters Score -769600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -769604.312500 Penalty: 918.058533
	Iteration 21Q: 3 clusters Score -769604.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -769608.375000 Penalty: 918.058533
	Iteration 22Q: 3 clusters Score -769608.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -769608.437500 Penalty: 918.058533
	Iteration 23Q: 3 clusters Score -769608.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -769611.375000 Penalty: 918.058533
	Iteration 24Q: 3 clusters Score -769611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -769612.312500 Penalty: 918.058533
	Iteration 25Q: 3 clusters Score -769612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -769612.062500 Penalty: 918.058533
	Iteration 26Q: 3 clusters Score -769612.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -769612.687500 Penalty: 918.058533
	Iteration 27Q: 3 clusters Score -769612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -769616.125000 Penalty: 918.058533
	Iteration 28Q: 3 clusters Score -769616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -769619.125000 Penalty: 918.058533
	Iteration 29Q: 3 clusters Score -769619.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -769621.875000 Penalty: 918.058533
	Iteration 30Q: 3 clusters Score -769621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -769626.875000 Penalty: 918.058533
	Iteration 31Q: 3 clusters Score -769626.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -769630.000000 Penalty: 918.058533
	Iteration 32Q: 3 clusters Score -769630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -769636.687500 Penalty: 918.058533
	Iteration 33Q: 3 clusters Score -769636.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -769636.750000 Penalty: 918.058533
	Iteration 34Q: 3 clusters Score -769636.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -769638.875000 Penalty: 918.058533
	Iteration 35Q: 3 clusters Score -769638.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -769639.812500 Penalty: 918.058533
	Iteration 36Q: 3 clusters Score -769639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -769640.437500 Penalty: 918.058533
	Iteration 37Q: 3 clusters Score -769640.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -769640.250000 Penalty: 918.058533
	Iteration 38Q: 3 clusters Score -769640.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -769640.000000 Penalty: 918.058533
	Iteration 39Q: 3 clusters Score -769640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -769640.375000 Penalty: 918.058533
	Iteration 40F: 3 clusters Score -769640.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -769641.437500 Penalty: 918.058533
	Iteration 41Q: 3 clusters Score -769641.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -769644.062500 Penalty: 918.058533
	Iteration 42Q: 3 clusters Score -769644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -769645.000000 Penalty: 918.058533
	Iteration 43Q: 3 clusters Score -769645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -769646.937500 Penalty: 918.058533
	Iteration 44Q: 3 clusters Score -769646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -769646.625000 Penalty: 918.058533
	Iteration 45Q: 3 clusters Score -769646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -769647.562500 Penalty: 918.058533
	Iteration 46Q: 3 clusters Score -769647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -769646.875000 Penalty: 918.058533
	Iteration 47Q: 3 clusters Score -769646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -769646.875000 Penalty: 918.058533
	Iteration 48F: 3 clusters Score -769646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Entering Unmasked Estep 
Score: -37326.847656 Penalty: 321.640564
	Iteration 0F: 2 clusters Score -37326.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -36386.898438 Penalty: 643.281128
	Iteration 0F: 3 clusters Score -36386.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -36702.371094 Penalty: 643.281128
	Iteration 1F: 3 clusters Score -36702.37 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -36763.117188 Penalty: 643.281128
	Iteration 2F: 3 clusters Score -36763.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -36822.097656 Penalty: 643.281128
	Iteration 3F: 3 clusters Score -36822.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -36861.210938 Penalty: 643.281128
	Iteration 4F: 3 clusters Score -36861.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -36887.222656 Penalty: 643.281128
	Iteration 5Q: 3 clusters Score -36887.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36908.292969 Penalty: 643.281128
	Iteration 6Q: 3 clusters Score -36908.29 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36923.054688 Penalty: 643.281128
	Iteration 7Q: 3 clusters Score -36923.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -36931.046875 Penalty: 643.281128
	Iteration 8Q: 3 clusters Score -36931.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -36933.652344 Penalty: 643.281128
	Iteration 9Q: 3 clusters Score -36933.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -36937.429688 Penalty: 643.281128
	Iteration 10Q: 3 clusters Score -36937.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -36939.945312 Penalty: 643.281128
	Iteration 11Q: 3 clusters Score -36939.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -36943.027344 Penalty: 643.281128
	Iteration 12Q: 3 clusters Score -36943.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36946.164062 Penalty: 643.281128
	Iteration 13Q: 3 clusters Score -36946.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36949.281250 Penalty: 643.281128
	Iteration 14Q: 3 clusters Score -36949.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36950.296875 Penalty: 643.281128
	Iteration 15Q: 3 clusters Score -36950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36951.320312 Penalty: 643.281128
	Iteration 16Q: 3 clusters Score -36951.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -36952.566406 Penalty: 643.281128
	Iteration 17Q: 3 clusters Score -36952.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36955.359375 Penalty: 643.281128
	Iteration 18Q: 3 clusters Score -36955.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -36957.429688 Penalty: 643.281128
	Iteration 19Q: 3 clusters Score -36957.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36959.187500 Penalty: 643.281128
	Iteration 20F: 3 clusters Score -36959.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -36960.519531 Penalty: 643.281128
	Iteration 21Q: 3 clusters Score -36960.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36961.425781 Penalty: 643.281128
	Iteration 22Q: 3 clusters Score -36961.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36963.339844 Penalty: 643.281128
	Iteration 23Q: 3 clusters Score -36963.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36963.460938 Penalty: 643.281128
	Iteration 24Q: 3 clusters Score -36963.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -36963.695312 Penalty: 643.281128
	Iteration 25Q: 3 clusters Score -36963.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -36964.078125 Penalty: 643.281128
	Iteration 26Q: 3 clusters Score -36964.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -36964.199219 Penalty: 643.281128
	Iteration 27Q: 3 clusters Score -36964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36964.261719 Penalty: 643.281128
	Iteration 28Q: 3 clusters Score -36964.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -36964.261719 Penalty: 643.281128
	Iteration 29F: 3 clusters Score -36964.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Entering Unmasked Estep 
Score: -69492.968750 Penalty: 348.599487
	Iteration 0F: 2 clusters Score -69492.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -68020.039062 Penalty: 697.198975
	Iteration 0F: 3 clusters Score -68020.04 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -68607.398438 Penalty: 697.198975
	Iteration 1F: 3 clusters Score -68607.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -68795.781250 Penalty: 697.198975
	Iteration 2F: 3 clusters Score -68795.78 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -68976.648438 Penalty: 697.198975
	Iteration 3F: 3 clusters Score -68976.65 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -69124.593750 Penalty: 697.198975
	Iteration 4F: 3 clusters Score -69124.59 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69210.671875 Penalty: 697.198975
	Iteration 5Q: 3 clusters Score -69210.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -69263.375000 Penalty: 697.198975
	Iteration 6Q: 3 clusters Score -69263.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -69302.578125 Penalty: 697.198975
	Iteration 7Q: 3 clusters Score -69302.58 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -69318.125000 Penalty: 697.198975
	Iteration 8Q: 3 clusters Score -69318.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -69329.140625 Penalty: 697.198975
	Iteration 9Q: 3 clusters Score -69329.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -69336.718750 Penalty: 697.198975
	Iteration 10Q: 3 clusters Score -69336.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -69342.765625 Penalty: 697.198975
	Iteration 11Q: 3 clusters Score -69342.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69344.648438 Penalty: 697.198975
	Iteration 12Q: 3 clusters Score -69344.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69345.257812 Penalty: 697.198975
	Iteration 13Q: 3 clusters Score -69345.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -69345.257812 Penalty: 697.198975
	Iteration 14F: 3 clusters Score -69345.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224757 members 
Entering Unmasked Estep 
Score: -6695333.000000 Penalty: 560.686279
	Iteration 0F: 2 clusters Score -6695333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112287 members 
Mstep: Class 2 contains 112470 members 
Entering Unmasked Estep 
Score: -6542689.500000 Penalty: 1121.372559
	Iteration 0F: 3 clusters Score -6542690 nChanged 110287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100120 members 
Mstep: Class 2 contains 124637 members 
Entering Unmasked Estep 
Score: -6610599.000000 Penalty: 1121.372559
	Iteration 1F: 3 clusters Score -6610599 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93528 members 
Mstep: Class 2 contains 131229 members 
Entering Unmasked Estep 
Score: -6613285.000000 Penalty: 1121.372559
	Iteration 2Q: 3 clusters Score -6613285 nChanged 10703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83947 members 
Mstep: Class 2 contains 140810 members 
Entering Unmasked Estep 
Score: -6618247.500000 Penalty: 1121.372559
	Iteration 3Q: 3 clusters Score -6618248 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70617 members 
Mstep: Class 2 contains 154140 members 
Entering Unmasked Estep 
Score: -6627247.500000 Penalty: 1121.372559
	Iteration 4F: 3 clusters Score -6627248 nChanged 17179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53826 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -6641937.500000 Penalty: 1121.372559
	Iteration 5F: 3 clusters Score -6641938 nChanged 18180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 188839 members 
Entering Unmasked Estep 
Score: -6660038.500000 Penalty: 1121.372559
	Iteration 6F: 3 clusters Score -6660038 nChanged 14973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 203606 members 
Entering Unmasked Estep 
Score: -6675444.000000 Penalty: 1121.372559
	Iteration 7F: 3 clusters Score -6675444 nChanged 9698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 213210 members 
Entering Unmasked Estep 
Score: -6685107.500000 Penalty: 1121.372559
	Iteration 8Q: 3 clusters Score -6685108 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 218646 members 
Entering Unmasked Estep 
Score: -6690179.500000 Penalty: 1121.372559
	Iteration 9Q: 3 clusters Score -6690180 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 221496 members 
Entering Unmasked Estep 
Score: -6692676.000000 Penalty: 1121.372559
	Iteration 10Q: 3 clusters Score -6692676 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 222946 members 
Entering Unmasked Estep 
Score: -6693849.000000 Penalty: 1121.372559
	Iteration 11Q: 3 clusters Score -6693849 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 223633 members 
Entering Unmasked Estep 
Score: -6694419.500000 Penalty: 1121.372559
	Iteration 12Q: 3 clusters Score -6694420 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 223930 members 
Entering Unmasked Estep 
Score: -6694718.000000 Penalty: 1121.372559
	Iteration 13Q: 3 clusters Score -6694718 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 224025 members 
Entering Unmasked Estep 
Score: -6694845.500000 Penalty: 1121.372559
	Iteration 14Q: 3 clusters Score -6694846 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 224072 members 
Entering Unmasked Estep 
Score: -6694912.000000 Penalty: 1121.372559
	Iteration 15Q: 3 clusters Score -6694912 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 224096 members 
Entering Unmasked Estep 
Score: -6694932.000000 Penalty: 1121.372559
	Iteration 16Q: 3 clusters Score -6694932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 224111 members 
Entering Unmasked Estep 
Score: -6694942.500000 Penalty: 1121.372559
	Iteration 17Q: 3 clusters Score -6694942 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 224114 members 
Entering Unmasked Estep 
Score: -6694948.500000 Penalty: 1121.372559
	Iteration 18Q: 3 clusters Score -6694948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 224115 members 
Entering Unmasked Estep 
Score: -6694951.500000 Penalty: 1121.372559
	Iteration 19Q: 3 clusters Score -6694952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 224111 members 
Entering Unmasked Estep 
Score: -6694960.000000 Penalty: 1121.372559
	Iteration 20F: 3 clusters Score -6694960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 224108 members 
Entering Unmasked Estep 
Score: -6694970.000000 Penalty: 1121.372559
	Iteration 21Q: 3 clusters Score -6694970 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 224103 members 
Entering Unmasked Estep 
Score: -6694973.500000 Penalty: 1121.372559
	Iteration 22Q: 3 clusters Score -6694974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 224105 members 
Entering Unmasked Estep 
Score: -6694980.000000 Penalty: 1121.372559
	Iteration 23Q: 3 clusters Score -6694980 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 224112 members 
Entering Unmasked Estep 
Score: -6694987.500000 Penalty: 1121.372559
	Iteration 24Q: 3 clusters Score -6694988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 224113 members 
Entering Unmasked Estep 
Score: -6694994.000000 Penalty: 1121.372559
	Iteration 25Q: 3 clusters Score -6694994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 224116 members 
Entering Unmasked Estep 
Score: -6694995.500000 Penalty: 1121.372559
	Iteration 26Q: 3 clusters Score -6694996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 224117 members 
Entering Unmasked Estep 
Score: -6694995.500000 Penalty: 1121.372559
	Iteration 27Q: 3 clusters Score -6694996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 224119 members 
Entering Unmasked Estep 
Score: -6694993.000000 Penalty: 1121.372559
	Iteration 28Q: 3 clusters Score -6694993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 224120 members 
Entering Unmasked Estep 
Score: -6694989.000000 Penalty: 1121.372559
	Iteration 29Q: 3 clusters Score -6694989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 224123 members 
Entering Unmasked Estep 
Score: -6694988.500000 Penalty: 1121.372559
	Iteration 30Q: 3 clusters Score -6694988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 224122 members 
Entering Unmasked Estep 
Score: -6694989.000000 Penalty: 1121.372559
	Iteration 31Q: 3 clusters Score -6694989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 224122 members 
Entering Unmasked Estep 
Score: -6694996.500000 Penalty: 1121.372559
	Iteration 32Q: 3 clusters Score -6694996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 224125 members 
Entering Unmasked Estep 
Score: -6695003.500000 Penalty: 1121.372559
	Iteration 33Q: 3 clusters Score -6695004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 224126 members 
Entering Unmasked Estep 
Score: -6695010.500000 Penalty: 1121.372559
	Iteration 34Q: 3 clusters Score -6695010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 224131 members 
Entering Unmasked Estep 
Score: -6695011.500000 Penalty: 1121.372559
	Iteration 35Q: 3 clusters Score -6695012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 224134 members 
Entering Unmasked Estep 
Score: -6695017.500000 Penalty: 1121.372559
	Iteration 36Q: 3 clusters Score -6695018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 224135 members 
Entering Unmasked Estep 
Score: -6695015.500000 Penalty: 1121.372559
	Iteration 37Q: 3 clusters Score -6695016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 224138 members 
Entering Unmasked Estep 
Score: -6695019.500000 Penalty: 1121.372559
	Iteration 38Q: 3 clusters Score -6695020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 224140 members 
Entering Unmasked Estep 
Score: -6695025.500000 Penalty: 1121.372559
	Iteration 39Q: 3 clusters Score -6695026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 224144 members 
Entering Unmasked Estep 
Score: -6695023.000000 Penalty: 1121.372559
	Iteration 40F: 3 clusters Score -6695023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 224145 members 
Entering Unmasked Estep 
Score: -6695030.000000 Penalty: 1121.372559
	Iteration 41Q: 3 clusters Score -6695030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 224147 members 
Entering Unmasked Estep 
Score: -6695033.000000 Penalty: 1121.372559
	Iteration 42Q: 3 clusters Score -6695033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 224155 members 
Entering Unmasked Estep 
Score: -6695032.000000 Penalty: 1121.372559
	Iteration 43Q: 3 clusters Score -6695032 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 224165 members 
Entering Unmasked Estep 
Score: -6695040.500000 Penalty: 1121.372559
	Iteration 44Q: 3 clusters Score -6695040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 224177 members 
Entering Unmasked Estep 
Score: -6695041.500000 Penalty: 1121.372559
	Iteration 45Q: 3 clusters Score -6695042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -6695042.000000 Penalty: 1121.372559
	Iteration 46Q: 3 clusters Score -6695042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 224182 members 
Entering Unmasked Estep 
Score: -6695039.500000 Penalty: 1121.372559
	Iteration 47Q: 3 clusters Score -6695040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 224180 members 
Entering Unmasked Estep 
Score: -6695037.000000 Penalty: 1121.372559
	Iteration 48Q: 3 clusters Score -6695037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 224181 members 
Entering Unmasked Estep 
Score: -6695037.000000 Penalty: 1121.372559
	Iteration 49Q: 3 clusters Score -6695037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 224180 members 
Entering Unmasked Estep 
Score: -6695036.000000 Penalty: 1121.372559
	Iteration 50Q: 3 clusters Score -6695036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 224178 members 
Entering Unmasked Estep 
Score: -6695037.500000 Penalty: 1121.372559
	Iteration 51Q: 3 clusters Score -6695038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 224178 members 
Entering Unmasked Estep 
Score: -6695033.000000 Penalty: 1121.372559
	Iteration 52Q: 3 clusters Score -6695033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 224177 members 
Entering Unmasked Estep 
Score: -6695036.000000 Penalty: 1121.372559
	Iteration 53Q: 3 clusters Score -6695036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 224176 members 
Entering Unmasked Estep 
Score: -6695040.500000 Penalty: 1121.372559
	Iteration 54Q: 3 clusters Score -6695040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 224173 members 
Entering Unmasked Estep 
Score: -6695046.000000 Penalty: 1121.372559
	Iteration 55Q: 3 clusters Score -6695046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 224172 members 
Entering Unmasked Estep 
Score: -6695044.000000 Penalty: 1121.372559
	Iteration 56Q: 3 clusters Score -6695044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 224172 members 
Entering Unmasked Estep 
Score: -6695044.000000 Penalty: 1121.372559
	Iteration 57F: 3 clusters Score -6695044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -73286.367188 Penalty: 350.260315
	Iteration 0F: 2 clusters Score -73286.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -71724.687500 Penalty: 700.520630
	Iteration 0F: 3 clusters Score -71724.69 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -72302.750000 Penalty: 700.520630
	Iteration 1F: 3 clusters Score -72302.75 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -72455.875000 Penalty: 700.520630
	Iteration 2F: 3 clusters Score -72455.88 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -72600.773438 Penalty: 700.520630
	Iteration 3F: 3 clusters Score -72600.77 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -72723.179688 Penalty: 700.520630
	Iteration 4F: 3 clusters Score -72723.18 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -72801.031250 Penalty: 700.520630
	Iteration 5Q: 3 clusters Score -72801.03 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -72850.625000 Penalty: 700.520630
	Iteration 6Q: 3 clusters Score -72850.62 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -72873.546875 Penalty: 700.520630
	Iteration 7Q: 3 clusters Score -72873.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -72892.421875 Penalty: 700.520630
	Iteration 8Q: 3 clusters Score -72892.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -72904.242188 Penalty: 700.520630
	Iteration 9Q: 3 clusters Score -72904.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -72913.843750 Penalty: 700.520630
	Iteration 10Q: 3 clusters Score -72913.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -72916.187500 Penalty: 700.520630
	Iteration 11Q: 3 clusters Score -72916.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -72917.585938 Penalty: 700.520630
	Iteration 12Q: 3 clusters Score -72917.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -72918.500000 Penalty: 700.520630
	Iteration 13Q: 3 clusters Score -72918.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -72918.796875 Penalty: 700.520630
	Iteration 14Q: 3 clusters Score -72918.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -72920.234375 Penalty: 700.520630
	Iteration 15Q: 3 clusters Score -72920.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -72922.578125 Penalty: 700.520630
	Iteration 16Q: 3 clusters Score -72922.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -72925.320312 Penalty: 700.520630
	Iteration 17Q: 3 clusters Score -72925.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -72928.640625 Penalty: 700.520630
	Iteration 18Q: 3 clusters Score -72928.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -72933.179688 Penalty: 700.520630
	Iteration 19Q: 3 clusters Score -72933.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -72937.265625 Penalty: 700.520630
	Iteration 20F: 3 clusters Score -72937.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -72941.789062 Penalty: 700.520630
	Iteration 21Q: 3 clusters Score -72941.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -72945.148438 Penalty: 700.520630
	Iteration 22Q: 3 clusters Score -72945.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -72948.898438 Penalty: 700.520630
	Iteration 23Q: 3 clusters Score -72948.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -72957.210938 Penalty: 700.520630
	Iteration 24Q: 3 clusters Score -72957.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -72968.445312 Penalty: 700.520630
	Iteration 25Q: 3 clusters Score -72968.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -72976.039062 Penalty: 700.520630
	Iteration 26Q: 3 clusters Score -72976.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -72980.210938 Penalty: 700.520630
	Iteration 27Q: 3 clusters Score -72980.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -72982.609375 Penalty: 700.520630
	Iteration 28Q: 3 clusters Score -72982.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -72983.632812 Penalty: 700.520630
	Iteration 29Q: 3 clusters Score -72983.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -72984.117188 Penalty: 700.520630
	Iteration 30Q: 3 clusters Score -72984.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -72985.179688 Penalty: 700.520630
	Iteration 31Q: 3 clusters Score -72985.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -72986.234375 Penalty: 700.520630
	Iteration 32Q: 3 clusters Score -72986.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -72986.593750 Penalty: 700.520630
	Iteration 33Q: 3 clusters Score -72986.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -72987.437500 Penalty: 700.520630
	Iteration 34Q: 3 clusters Score -72987.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -72987.898438 Penalty: 700.520630
	Iteration 35Q: 3 clusters Score -72987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -72988.460938 Penalty: 700.520630
	Iteration 36Q: 3 clusters Score -72988.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -72989.187500 Penalty: 700.520630
	Iteration 37Q: 3 clusters Score -72989.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -72989.703125 Penalty: 700.520630
	Iteration 38Q: 3 clusters Score -72989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -72989.703125 Penalty: 700.520630
	Iteration 39F: 3 clusters Score -72989.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -82754.617188 Penalty: 354.306976
	Iteration 0F: 2 clusters Score -82754.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -81094.703125 Penalty: 708.613953
	Iteration 0F: 3 clusters Score -81094.7 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -81661.648438 Penalty: 708.613953
	Iteration 1F: 3 clusters Score -81661.65 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -81753.617188 Penalty: 708.613953
	Iteration 2F: 3 clusters Score -81753.62 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -81856.726562 Penalty: 708.613953
	Iteration 3F: 3 clusters Score -81856.73 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -81953.093750 Penalty: 708.613953
	Iteration 4F: 3 clusters Score -81953.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -82042.382812 Penalty: 708.613953
	Iteration 5F: 3 clusters Score -82042.38 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -82127.171875 Penalty: 708.613953
	Iteration 6Q: 3 clusters Score -82127.17 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -82176.242188 Penalty: 708.613953
	Iteration 7Q: 3 clusters Score -82176.24 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -82195.304688 Penalty: 708.613953
	Iteration 8Q: 3 clusters Score -82195.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -82207.281250 Penalty: 708.613953
	Iteration 9Q: 3 clusters Score -82207.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -82218.062500 Penalty: 708.613953
	Iteration 10Q: 3 clusters Score -82218.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -82224.507812 Penalty: 708.613953
	Iteration 11Q: 3 clusters Score -82224.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -82228.484375 Penalty: 708.613953
	Iteration 12Q: 3 clusters Score -82228.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -82230.578125 Penalty: 708.613953
	Iteration 13Q: 3 clusters Score -82230.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -82231.867188 Penalty: 708.613953
	Iteration 14Q: 3 clusters Score -82231.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -82232.632812 Penalty: 708.613953
	Iteration 15Q: 3 clusters Score -82232.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -82233.929688 Penalty: 708.613953
	Iteration 16Q: 3 clusters Score -82233.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -82234.757812 Penalty: 708.613953
	Iteration 17Q: 3 clusters Score -82234.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -82235.539062 Penalty: 708.613953
	Iteration 18Q: 3 clusters Score -82235.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -82236.726562 Penalty: 708.613953
	Iteration 19Q: 3 clusters Score -82236.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -82237.312500 Penalty: 708.613953
	Iteration 20F: 3 clusters Score -82237.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -82238.109375 Penalty: 708.613953
	Iteration 21Q: 3 clusters Score -82238.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -82238.875000 Penalty: 708.613953
	Iteration 22Q: 3 clusters Score -82238.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -82239.750000 Penalty: 708.613953
	Iteration 23Q: 3 clusters Score -82239.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -82240.906250 Penalty: 708.613953
	Iteration 24Q: 3 clusters Score -82240.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -82242.210938 Penalty: 708.613953
	Iteration 25Q: 3 clusters Score -82242.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -82244.101562 Penalty: 708.613953
	Iteration 26Q: 3 clusters Score -82244.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -82247.523438 Penalty: 708.613953
	Iteration 27Q: 3 clusters Score -82247.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -82249.265625 Penalty: 708.613953
	Iteration 28Q: 3 clusters Score -82249.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -82249.867188 Penalty: 708.613953
	Iteration 29Q: 3 clusters Score -82249.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -82250.898438 Penalty: 708.613953
	Iteration 30Q: 3 clusters Score -82250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -82252.007812 Penalty: 708.613953
	Iteration 31Q: 3 clusters Score -82252.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -82252.695312 Penalty: 708.613953
	Iteration 32Q: 3 clusters Score -82252.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -82252.984375 Penalty: 708.613953
	Iteration 33Q: 3 clusters Score -82252.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -82253.359375 Penalty: 708.613953
	Iteration 34Q: 3 clusters Score -82253.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -82253.320312 Penalty: 708.613953
	Iteration 35Q: 3 clusters Score -82253.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -82253.320312 Penalty: 708.613953
	Iteration 36F: 3 clusters Score -82253.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Entering Unmasked Estep 
Score: -520123.343750 Penalty: 441.166718
	Iteration 0F: 2 clusters Score -520123.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -509328.468750 Penalty: 882.333435
	Iteration 0F: 3 clusters Score -509328.5 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -513697.968750 Penalty: 882.333435
	Iteration 1F: 3 clusters Score -513698 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -513960.218750 Penalty: 882.333435
	Iteration 2Q: 3 clusters Score -513960.2 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -514347.656250 Penalty: 882.333435
	Iteration 3Q: 3 clusters Score -514347.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -514929.406250 Penalty: 882.333435
	Iteration 4F: 3 clusters Score -514929.4 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -515747.406250 Penalty: 882.333435
	Iteration 5F: 3 clusters Score -515747.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -516750.687500 Penalty: 882.333435
	Iteration 6F: 3 clusters Score -516750.7 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -517643.406250 Penalty: 882.333435
	Iteration 7F: 3 clusters Score -517643.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -518069.281250 Penalty: 882.333435
	Iteration 8F: 3 clusters Score -518069.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -518218.156250 Penalty: 882.333435
	Iteration 9Q: 3 clusters Score -518218.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -518303.687500 Penalty: 882.333435
	Iteration 10Q: 3 clusters Score -518303.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -518368.812500 Penalty: 882.333435
	Iteration 11Q: 3 clusters Score -518368.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -518438.312500 Penalty: 882.333435
	Iteration 12Q: 3 clusters Score -518438.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -518506.218750 Penalty: 882.333435
	Iteration 13Q: 3 clusters Score -518506.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -518564.875000 Penalty: 882.333435
	Iteration 14Q: 3 clusters Score -518564.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -518613.062500 Penalty: 882.333435
	Iteration 15Q: 3 clusters Score -518613.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -518654.125000 Penalty: 882.333435
	Iteration 16Q: 3 clusters Score -518654.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -518692.375000 Penalty: 882.333435
	Iteration 17Q: 3 clusters Score -518692.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -518725.875000 Penalty: 882.333435
	Iteration 18Q: 3 clusters Score -518725.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -518759.562500 Penalty: 882.333435
	Iteration 19Q: 3 clusters Score -518759.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -518785.656250 Penalty: 882.333435
	Iteration 20F: 3 clusters Score -518785.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -518817.656250 Penalty: 882.333435
	Iteration 21Q: 3 clusters Score -518817.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -518846.343750 Penalty: 882.333435
	Iteration 22Q: 3 clusters Score -518846.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -518869.031250 Penalty: 882.333435
	Iteration 23Q: 3 clusters Score -518869 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -518888.750000 Penalty: 882.333435
	Iteration 24Q: 3 clusters Score -518888.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -518904.093750 Penalty: 882.333435
	Iteration 25Q: 3 clusters Score -518904.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -518922.937500 Penalty: 882.333435
	Iteration 26Q: 3 clusters Score -518922.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -518942.781250 Penalty: 882.333435
	Iteration 27Q: 3 clusters Score -518942.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -518965.187500 Penalty: 882.333435
	Iteration 28Q: 3 clusters Score -518965.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -518984.812500 Penalty: 882.333435
	Iteration 29Q: 3 clusters Score -518984.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -519017.906250 Penalty: 882.333435
	Iteration 30Q: 3 clusters Score -519017.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -519061.187500 Penalty: 882.333435
	Iteration 31Q: 3 clusters Score -519061.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -519100.250000 Penalty: 882.333435
	Iteration 32Q: 3 clusters Score -519100.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -519128.906250 Penalty: 882.333435
	Iteration 33Q: 3 clusters Score -519128.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -519156.062500 Penalty: 882.333435
	Iteration 34Q: 3 clusters Score -519156.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -519185.875000 Penalty: 882.333435
	Iteration 35Q: 3 clusters Score -519185.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -519208.437500 Penalty: 882.333435
	Iteration 36Q: 3 clusters Score -519208.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -519229.531250 Penalty: 882.333435
	Iteration 37Q: 3 clusters Score -519229.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -519256.843750 Penalty: 882.333435
	Iteration 38Q: 3 clusters Score -519256.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -519281.843750 Penalty: 882.333435
	Iteration 39Q: 3 clusters Score -519281.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -519310.375000 Penalty: 882.333435
	Iteration 40F: 3 clusters Score -519310.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -519328.875000 Penalty: 882.333435
	Iteration 41Q: 3 clusters Score -519328.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -519352.000000 Penalty: 882.333435
	Iteration 42Q: 3 clusters Score -519352 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -519378.375000 Penalty: 882.333435
	Iteration 43Q: 3 clusters Score -519378.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -519407.000000 Penalty: 882.333435
	Iteration 44Q: 3 clusters Score -519407 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -519436.875000 Penalty: 882.333435
	Iteration 45Q: 3 clusters Score -519436.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -519466.531250 Penalty: 882.333435
	Iteration 46Q: 3 clusters Score -519466.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -519497.218750 Penalty: 882.333435
	Iteration 47Q: 3 clusters Score -519497.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -519520.187500 Penalty: 882.333435
	Iteration 48Q: 3 clusters Score -519520.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -519539.968750 Penalty: 882.333435
	Iteration 49Q: 3 clusters Score -519540 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -519562.406250 Penalty: 882.333435
	Iteration 50Q: 3 clusters Score -519562.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -519581.656250 Penalty: 882.333435
	Iteration 51Q: 3 clusters Score -519581.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -519602.656250 Penalty: 882.333435
	Iteration 52Q: 3 clusters Score -519602.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -519620.406250 Penalty: 882.333435
	Iteration 53Q: 3 clusters Score -519620.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -519640.406250 Penalty: 882.333435
	Iteration 54Q: 3 clusters Score -519640.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -519655.031250 Penalty: 882.333435
	Iteration 55Q: 3 clusters Score -519655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -519661.843750 Penalty: 882.333435
	Iteration 56Q: 3 clusters Score -519661.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -519672.125000 Penalty: 882.333435
	Iteration 57Q: 3 clusters Score -519672.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -519682.812500 Penalty: 882.333435
	Iteration 58Q: 3 clusters Score -519682.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -519689.656250 Penalty: 882.333435
	Iteration 59Q: 3 clusters Score -519689.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -519696.531250 Penalty: 882.333435
	Iteration 60F: 3 clusters Score -519696.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -519703.218750 Penalty: 882.333435
	Iteration 61Q: 3 clusters Score -519703.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -519709.750000 Penalty: 882.333435
	Iteration 62Q: 3 clusters Score -519709.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -519720.562500 Penalty: 882.333435
	Iteration 63Q: 3 clusters Score -519720.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -519727.906250 Penalty: 882.333435
	Iteration 64Q: 3 clusters Score -519727.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -519734.281250 Penalty: 882.333435
	Iteration 65Q: 3 clusters Score -519734.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -519737.781250 Penalty: 882.333435
	Iteration 66Q: 3 clusters Score -519737.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -519740.843750 Penalty: 882.333435
	Iteration 67Q: 3 clusters Score -519740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -519743.687500 Penalty: 882.333435
	Iteration 68Q: 3 clusters Score -519743.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -519746.187500 Penalty: 882.333435
	Iteration 69Q: 3 clusters Score -519746.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -519747.968750 Penalty: 882.333435
	Iteration 70Q: 3 clusters Score -519748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -519750.656250 Penalty: 882.333435
	Iteration 71Q: 3 clusters Score -519750.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -519753.375000 Penalty: 882.333435
	Iteration 72Q: 3 clusters Score -519753.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -519758.281250 Penalty: 882.333435
	Iteration 73Q: 3 clusters Score -519758.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -519763.781250 Penalty: 882.333435
	Iteration 74Q: 3 clusters Score -519763.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -519769.375000 Penalty: 882.333435
	Iteration 75Q: 3 clusters Score -519769.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -519772.593750 Penalty: 882.333435
	Iteration 76Q: 3 clusters Score -519772.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -519774.875000 Penalty: 882.333435
	Iteration 77Q: 3 clusters Score -519774.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -519777.812500 Penalty: 882.333435
	Iteration 78Q: 3 clusters Score -519777.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -519779.250000 Penalty: 882.333435
	Iteration 79Q: 3 clusters Score -519779.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -519780.875000 Penalty: 882.333435
	Iteration 80F: 3 clusters Score -519780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -519781.281250 Penalty: 882.333435
	Iteration 81Q: 3 clusters Score -519781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -519783.437500 Penalty: 882.333435
	Iteration 82Q: 3 clusters Score -519783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -519784.406250 Penalty: 882.333435
	Iteration 83Q: 3 clusters Score -519784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -519784.312500 Penalty: 882.333435
	Iteration 84Q: 3 clusters Score -519784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -519784.437500 Penalty: 882.333435
	Iteration 85Q: 3 clusters Score -519784.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -519785.562500 Penalty: 882.333435
	Iteration 86Q: 3 clusters Score -519785.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -519785.750000 Penalty: 882.333435
	Iteration 87Q: 3 clusters Score -519785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -519785.968750 Penalty: 882.333435
	Iteration 88Q: 3 clusters Score -519786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -519786.000000 Penalty: 882.333435
	Iteration 89Q: 3 clusters Score -519786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -519787.156250 Penalty: 882.333435
	Iteration 90Q: 3 clusters Score -519787.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -519787.000000 Penalty: 882.333435
	Iteration 91Q: 3 clusters Score -519787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -519787.000000 Penalty: 882.333435
	Iteration 92F: 3 clusters Score -519787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -46478.652344 Penalty: 339.635193
	Iteration 0F: 2 clusters Score -46478.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -45210.730469 Penalty: 679.270386
	Iteration 0F: 3 clusters Score -45210.73 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -45623.644531 Penalty: 679.270386
	Iteration 1F: 3 clusters Score -45623.64 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -45681.613281 Penalty: 679.270386
	Iteration 2F: 3 clusters Score -45681.61 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -45741.871094 Penalty: 679.270386
	Iteration 3F: 3 clusters Score -45741.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45781.093750 Penalty: 679.270386
	Iteration 4Q: 3 clusters Score -45781.09 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -45820.882812 Penalty: 679.270386
	Iteration 5Q: 3 clusters Score -45820.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -45862.554688 Penalty: 679.270386
	Iteration 6Q: 3 clusters Score -45862.55 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -45902.621094 Penalty: 679.270386
	Iteration 7Q: 3 clusters Score -45902.62 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -45956.652344 Penalty: 679.270386
	Iteration 8Q: 3 clusters Score -45956.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -46012.164062 Penalty: 679.270386
	Iteration 9Q: 3 clusters Score -46012.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -46063.960938 Penalty: 679.270386
	Iteration 10Q: 3 clusters Score -46063.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46091.277344 Penalty: 679.270386
	Iteration 11Q: 3 clusters Score -46091.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46104.984375 Penalty: 679.270386
	Iteration 12Q: 3 clusters Score -46104.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46110.820312 Penalty: 679.270386
	Iteration 13Q: 3 clusters Score -46110.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46115.863281 Penalty: 679.270386
	Iteration 14Q: 3 clusters Score -46115.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -46120.433594 Penalty: 679.270386
	Iteration 15Q: 3 clusters Score -46120.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -46128.410156 Penalty: 679.270386
	Iteration 16Q: 3 clusters Score -46128.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46136.902344 Penalty: 679.270386
	Iteration 17Q: 3 clusters Score -46136.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46144.652344 Penalty: 679.270386
	Iteration 18Q: 3 clusters Score -46144.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46153.757812 Penalty: 679.270386
	Iteration 19Q: 3 clusters Score -46153.76 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46166.789062 Penalty: 679.270386
	Iteration 20F: 3 clusters Score -46166.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46179.355469 Penalty: 679.270386
	Iteration 21Q: 3 clusters Score -46179.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46190.183594 Penalty: 679.270386
	Iteration 22Q: 3 clusters Score -46190.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -46198.488281 Penalty: 679.270386
	Iteration 23Q: 3 clusters Score -46198.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -46206.906250 Penalty: 679.270386
	Iteration 24Q: 3 clusters Score -46206.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -46212.640625 Penalty: 679.270386
	Iteration 25Q: 3 clusters Score -46212.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -46218.195312 Penalty: 679.270386
	Iteration 26Q: 3 clusters Score -46218.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -46224.199219 Penalty: 679.270386
	Iteration 27Q: 3 clusters Score -46224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -46232.093750 Penalty: 679.270386
	Iteration 28Q: 3 clusters Score -46232.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -46236.960938 Penalty: 679.270386
	Iteration 29Q: 3 clusters Score -46236.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -46245.242188 Penalty: 679.270386
	Iteration 30Q: 3 clusters Score -46245.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -46251.894531 Penalty: 679.270386
	Iteration 31Q: 3 clusters Score -46251.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -46252.156250 Penalty: 679.270386
	Iteration 32Q: 3 clusters Score -46252.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -46252.898438 Penalty: 679.270386
	Iteration 33F: 3 clusters Score -46252.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -46254.468750 Penalty: 679.270386
	Iteration 34Q: 3 clusters Score -46254.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -46254.468750 Penalty: 679.270386
	Iteration 35F: 3 clusters Score -46254.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Entering Unmasked Estep 
Score: -32284.089844 Penalty: 314.980286
	Iteration 0F: 2 clusters Score -32284.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -31481.287109 Penalty: 629.960571
	Iteration 0F: 3 clusters Score -31481.29 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -31741.078125 Penalty: 629.960571
	Iteration 1F: 3 clusters Score -31741.08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31783.560547 Penalty: 629.960571
	Iteration 2F: 3 clusters Score -31783.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31808.318359 Penalty: 629.960571
	Iteration 3Q: 3 clusters Score -31808.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -31822.263672 Penalty: 629.960571
	Iteration 4Q: 3 clusters Score -31822.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31832.443359 Penalty: 629.960571
	Iteration 5Q: 3 clusters Score -31832.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -31852.808594 Penalty: 629.960571
	Iteration 6Q: 3 clusters Score -31852.81 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -31876.744141 Penalty: 629.960571
	Iteration 7Q: 3 clusters Score -31876.74 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -31896.589844 Penalty: 629.960571
	Iteration 8Q: 3 clusters Score -31896.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -31909.160156 Penalty: 629.960571
	Iteration 9Q: 3 clusters Score -31909.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31914.523438 Penalty: 629.960571
	Iteration 10Q: 3 clusters Score -31914.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31918.863281 Penalty: 629.960571
	Iteration 11Q: 3 clusters Score -31918.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -31920.572266 Penalty: 629.960571
	Iteration 12Q: 3 clusters Score -31920.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -31921.369141 Penalty: 629.960571
	Iteration 13Q: 3 clusters Score -31921.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31921.751953 Penalty: 629.960571
	Iteration 14Q: 3 clusters Score -31921.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -31921.751953 Penalty: 629.960571
	Iteration 15F: 3 clusters Score -31921.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Entering Unmasked Estep 
Score: -1409979.750000 Penalty: 486.618744
	Iteration 0F: 2 clusters Score -1409980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -1380351.125000 Penalty: 973.237488
	Iteration 0F: 3 clusters Score -1380351 nChanged 21366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -1392839.250000 Penalty: 973.237488
	Iteration 1F: 3 clusters Score -1392839 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -1393411.250000 Penalty: 973.237488
	Iteration 2Q: 3 clusters Score -1393411 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -1394123.500000 Penalty: 973.237488
	Iteration 3Q: 3 clusters Score -1394124 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -1395174.000000 Penalty: 973.237488
	Iteration 4Q: 3 clusters Score -1395174 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
Score: -1396708.500000 Penalty: 973.237488
	Iteration 5F: 3 clusters Score -1396708 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -1398942.500000 Penalty: 973.237488
	Iteration 6F: 3 clusters Score -1398942 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 34227 members 
Entering Unmasked Estep 
Score: -1401682.875000 Penalty: 973.237488
	Iteration 7F: 3 clusters Score -1401683 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 36688 members 
Entering Unmasked Estep 
Score: -1404195.375000 Penalty: 973.237488
	Iteration 8F: 3 clusters Score -1404195 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 38359 members 
Entering Unmasked Estep 
Score: -1405882.625000 Penalty: 973.237488
	Iteration 9Q: 3 clusters Score -1405883 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -1406970.750000 Penalty: 973.237488
	Iteration 10Q: 3 clusters Score -1406971 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -1407597.125000 Penalty: 973.237488
	Iteration 11Q: 3 clusters Score -1407597 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -1408026.875000 Penalty: 973.237488
	Iteration 12Q: 3 clusters Score -1408027 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -1408369.500000 Penalty: 973.237488
	Iteration 13Q: 3 clusters Score -1408370 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -1408616.500000 Penalty: 973.237488
	Iteration 14Q: 3 clusters Score -1408616 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -1408813.125000 Penalty: 973.237488
	Iteration 15Q: 3 clusters Score -1408813 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 42750 members 
Entering Unmasked Estep 
Score: -1408973.250000 Penalty: 973.237488
	Iteration 16Q: 3 clusters Score -1408973 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -1409105.750000 Penalty: 973.237488
	Iteration 17Q: 3 clusters Score -1409106 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -1409225.875000 Penalty: 973.237488
	Iteration 18Q: 3 clusters Score -1409226 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -1409353.875000 Penalty: 973.237488
	Iteration 19Q: 3 clusters Score -1409354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -1409443.875000 Penalty: 973.237488
	Iteration 20F: 3 clusters Score -1409444 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -1409506.125000 Penalty: 973.237488
	Iteration 21Q: 3 clusters Score -1409506 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -1409550.375000 Penalty: 973.237488
	Iteration 22Q: 3 clusters Score -1409550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -1409576.500000 Penalty: 973.237488
	Iteration 23Q: 3 clusters Score -1409576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -1409591.000000 Penalty: 973.237488
	Iteration 24Q: 3 clusters Score -1409591 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
Score: -1409602.625000 Penalty: 973.237488
	Iteration 25Q: 3 clusters Score -1409603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -1409622.500000 Penalty: 973.237488
	Iteration 26Q: 3 clusters Score -1409622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -1409654.125000 Penalty: 973.237488
	Iteration 27Q: 3 clusters Score -1409654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -1409687.875000 Penalty: 973.237488
	Iteration 28Q: 3 clusters Score -1409688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -1409708.125000 Penalty: 973.237488
	Iteration 29Q: 3 clusters Score -1409708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -1409724.000000 Penalty: 973.237488
	Iteration 30Q: 3 clusters Score -1409724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -1409736.750000 Penalty: 973.237488
	Iteration 31Q: 3 clusters Score -1409737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -1409741.750000 Penalty: 973.237488
	Iteration 32Q: 3 clusters Score -1409742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -1409747.750000 Penalty: 973.237488
	Iteration 33Q: 3 clusters Score -1409748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -1409750.125000 Penalty: 973.237488
	Iteration 34Q: 3 clusters Score -1409750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -1409755.000000 Penalty: 973.237488
	Iteration 35Q: 3 clusters Score -1409755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -1409756.750000 Penalty: 973.237488
	Iteration 36Q: 3 clusters Score -1409757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -1409759.500000 Penalty: 973.237488
	Iteration 37Q: 3 clusters Score -1409760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -1409758.125000 Penalty: 973.237488
	Iteration 38Q: 3 clusters Score -1409758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -1409758.125000 Penalty: 973.237488
	Iteration 39F: 3 clusters Score -1409758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Entering Unmasked Estep 
Score: -161541.046875 Penalty: 386.417664
	Iteration 0F: 2 clusters Score -161541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -158207.625000 Penalty: 772.835327
	Iteration 0F: 3 clusters Score -158207.6 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -159396.453125 Penalty: 772.835327
	Iteration 1F: 3 clusters Score -159396.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -159483.890625 Penalty: 772.835327
	Iteration 2F: 3 clusters Score -159483.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -159570.312500 Penalty: 772.835327
	Iteration 3Q: 3 clusters Score -159570.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -159646.328125 Penalty: 772.835327
	Iteration 4Q: 3 clusters Score -159646.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -159732.031250 Penalty: 772.835327
	Iteration 5Q: 3 clusters Score -159732 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -159832.031250 Penalty: 772.835327
	Iteration 6Q: 3 clusters Score -159832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -159975.109375 Penalty: 772.835327
	Iteration 7F: 3 clusters Score -159975.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -160159.671875 Penalty: 772.835327
	Iteration 8F: 3 clusters Score -160159.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -160373.031250 Penalty: 772.835327
	Iteration 9F: 3 clusters Score -160373 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -160596.546875 Penalty: 772.835327
	Iteration 10F: 3 clusters Score -160596.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -160784.953125 Penalty: 772.835327
	Iteration 11Q: 3 clusters Score -160785 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -160906.593750 Penalty: 772.835327
	Iteration 12Q: 3 clusters Score -160906.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -160968.296875 Penalty: 772.835327
	Iteration 13Q: 3 clusters Score -160968.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -161009.875000 Penalty: 772.835327
	Iteration 14Q: 3 clusters Score -161009.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -161037.593750 Penalty: 772.835327
	Iteration 15Q: 3 clusters Score -161037.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -161052.375000 Penalty: 772.835327
	Iteration 16Q: 3 clusters Score -161052.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -161071.406250 Penalty: 772.835327
	Iteration 17Q: 3 clusters Score -161071.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -161087.015625 Penalty: 772.835327
	Iteration 18Q: 3 clusters Score -161087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -161097.640625 Penalty: 772.835327
	Iteration 19Q: 3 clusters Score -161097.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -161105.546875 Penalty: 772.835327
	Iteration 20F: 3 clusters Score -161105.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -161110.546875 Penalty: 772.835327
	Iteration 21Q: 3 clusters Score -161110.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -161116.250000 Penalty: 772.835327
	Iteration 22Q: 3 clusters Score -161116.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -161120.296875 Penalty: 772.835327
	Iteration 23Q: 3 clusters Score -161120.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -161125.343750 Penalty: 772.835327
	Iteration 24Q: 3 clusters Score -161125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -161128.593750 Penalty: 772.835327
	Iteration 25Q: 3 clusters Score -161128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -161132.921875 Penalty: 772.835327
	Iteration 26Q: 3 clusters Score -161132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -161138.562500 Penalty: 772.835327
	Iteration 27Q: 3 clusters Score -161138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -161146.078125 Penalty: 772.835327
	Iteration 28Q: 3 clusters Score -161146.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -161159.796875 Penalty: 772.835327
	Iteration 29Q: 3 clusters Score -161159.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -161167.359375 Penalty: 772.835327
	Iteration 30Q: 3 clusters Score -161167.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -161172.328125 Penalty: 772.835327
	Iteration 31Q: 3 clusters Score -161172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -161177.718750 Penalty: 772.835327
	Iteration 32Q: 3 clusters Score -161177.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -161183.296875 Penalty: 772.835327
	Iteration 33Q: 3 clusters Score -161183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -161187.859375 Penalty: 772.835327
	Iteration 34Q: 3 clusters Score -161187.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -161193.000000 Penalty: 772.835327
	Iteration 35Q: 3 clusters Score -161193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -161198.078125 Penalty: 772.835327
	Iteration 36Q: 3 clusters Score -161198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -161199.968750 Penalty: 772.835327
	Iteration 37Q: 3 clusters Score -161200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -161202.328125 Penalty: 772.835327
	Iteration 38Q: 3 clusters Score -161202.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -161203.765625 Penalty: 772.835327
	Iteration 39Q: 3 clusters Score -161203.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -161205.484375 Penalty: 772.835327
	Iteration 40F: 3 clusters Score -161205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -161205.687500 Penalty: 772.835327
	Iteration 41Q: 3 clusters Score -161205.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -161205.687500 Penalty: 772.835327
	Iteration 42F: 3 clusters Score -161205.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -55192.046875 Penalty: 338.473206
	Iteration 0F: 2 clusters Score -55192.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -53935.128906 Penalty: 676.946411
	Iteration 0F: 3 clusters Score -53935.13 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -54330.277344 Penalty: 676.946411
	Iteration 1F: 3 clusters Score -54330.28 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -54428.312500 Penalty: 676.946411
	Iteration 2F: 3 clusters Score -54428.31 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -54536.351562 Penalty: 676.946411
	Iteration 3F: 3 clusters Score -54536.35 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -54634.859375 Penalty: 676.946411
	Iteration 4F: 3 clusters Score -54634.86 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -54701.300781 Penalty: 676.946411
	Iteration 5F: 3 clusters Score -54701.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -54746.089844 Penalty: 676.946411
	Iteration 6Q: 3 clusters Score -54746.09 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -54792.968750 Penalty: 676.946411
	Iteration 7Q: 3 clusters Score -54792.97 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -54834.707031 Penalty: 676.946411
	Iteration 8Q: 3 clusters Score -54834.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -54869.144531 Penalty: 676.946411
	Iteration 9Q: 3 clusters Score -54869.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -54884.816406 Penalty: 676.946411
	Iteration 10Q: 3 clusters Score -54884.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -54894.054688 Penalty: 676.946411
	Iteration 11Q: 3 clusters Score -54894.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -54902.234375 Penalty: 676.946411
	Iteration 12Q: 3 clusters Score -54902.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -54908.015625 Penalty: 676.946411
	Iteration 13Q: 3 clusters Score -54908.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -54914.230469 Penalty: 676.946411
	Iteration 14Q: 3 clusters Score -54914.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -54919.640625 Penalty: 676.946411
	Iteration 15Q: 3 clusters Score -54919.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -54921.535156 Penalty: 676.946411
	Iteration 16Q: 3 clusters Score -54921.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -54921.976562 Penalty: 676.946411
	Iteration 17Q: 3 clusters Score -54921.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -54922.914062 Penalty: 676.946411
	Iteration 18Q: 3 clusters Score -54922.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -54923.785156 Penalty: 676.946411
	Iteration 19Q: 3 clusters Score -54923.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -54924.347656 Penalty: 676.946411
	Iteration 20F: 3 clusters Score -54924.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -54924.890625 Penalty: 676.946411
	Iteration 21Q: 3 clusters Score -54924.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -54925.179688 Penalty: 676.946411
	Iteration 22Q: 3 clusters Score -54925.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -54925.816406 Penalty: 676.946411
	Iteration 23Q: 3 clusters Score -54925.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -54926.167969 Penalty: 676.946411
	Iteration 24Q: 3 clusters Score -54926.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -54926.269531 Penalty: 676.946411
	Iteration 25Q: 3 clusters Score -54926.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -54926.269531 Penalty: 676.946411
	Iteration 26F: 3 clusters Score -54926.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Entering Unmasked Estep 
Score: -142970.437500 Penalty: 378.845520
	Iteration 0F: 2 clusters Score -142970.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -140160.937500 Penalty: 757.691040
	Iteration 0F: 3 clusters Score -140160.9 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -141279.656250 Penalty: 757.691040
	Iteration 1F: 3 clusters Score -141279.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -141529.031250 Penalty: 757.691040
	Iteration 2F: 3 clusters Score -141529 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -141781.953125 Penalty: 757.691040
	Iteration 3F: 3 clusters Score -141782 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -142024.437500 Penalty: 757.691040
	Iteration 4F: 3 clusters Score -142024.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -142196.500000 Penalty: 757.691040
	Iteration 5F: 3 clusters Score -142196.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -142301.703125 Penalty: 757.691040
	Iteration 6F: 3 clusters Score -142301.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -142352.093750 Penalty: 757.691040
	Iteration 7Q: 3 clusters Score -142352.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -142385.328125 Penalty: 757.691040
	Iteration 8Q: 3 clusters Score -142385.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -142410.890625 Penalty: 757.691040
	Iteration 9Q: 3 clusters Score -142410.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -142432.359375 Penalty: 757.691040
	Iteration 10Q: 3 clusters Score -142432.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -142452.500000 Penalty: 757.691040
	Iteration 11Q: 3 clusters Score -142452.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -142470.250000 Penalty: 757.691040
	Iteration 12Q: 3 clusters Score -142470.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -142488.421875 Penalty: 757.691040
	Iteration 13Q: 3 clusters Score -142488.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -142506.281250 Penalty: 757.691040
	Iteration 14Q: 3 clusters Score -142506.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -142521.843750 Penalty: 757.691040
	Iteration 15Q: 3 clusters Score -142521.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -142538.546875 Penalty: 757.691040
	Iteration 16Q: 3 clusters Score -142538.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -142548.515625 Penalty: 757.691040
	Iteration 17Q: 3 clusters Score -142548.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -142553.671875 Penalty: 757.691040
	Iteration 18Q: 3 clusters Score -142553.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -142555.656250 Penalty: 757.691040
	Iteration 19Q: 3 clusters Score -142555.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -142557.250000 Penalty: 757.691040
	Iteration 20F: 3 clusters Score -142557.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -142558.937500 Penalty: 757.691040
	Iteration 21Q: 3 clusters Score -142558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -142559.968750 Penalty: 757.691040
	Iteration 22Q: 3 clusters Score -142560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -142561.250000 Penalty: 757.691040
	Iteration 23Q: 3 clusters Score -142561.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -142562.312500 Penalty: 757.691040
	Iteration 24Q: 3 clusters Score -142562.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -142563.468750 Penalty: 757.691040
	Iteration 25Q: 3 clusters Score -142563.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -142564.265625 Penalty: 757.691040
	Iteration 26Q: 3 clusters Score -142564.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -142564.734375 Penalty: 757.691040
	Iteration 27Q: 3 clusters Score -142564.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -142564.968750 Penalty: 757.691040
	Iteration 28Q: 3 clusters Score -142565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -142565.671875 Penalty: 757.691040
	Iteration 29Q: 3 clusters Score -142565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -142566.203125 Penalty: 757.691040
	Iteration 30Q: 3 clusters Score -142566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -142566.812500 Penalty: 757.691040
	Iteration 31Q: 3 clusters Score -142566.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -142567.125000 Penalty: 757.691040
	Iteration 32Q: 3 clusters Score -142567.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -142567.359375 Penalty: 757.691040
	Iteration 33Q: 3 clusters Score -142567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -142568.000000 Penalty: 757.691040
	Iteration 34Q: 3 clusters Score -142568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -142568.140625 Penalty: 757.691040
	Iteration 35Q: 3 clusters Score -142568.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -142568.734375 Penalty: 757.691040
	Iteration 36Q: 3 clusters Score -142568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -142570.015625 Penalty: 757.691040
	Iteration 37Q: 3 clusters Score -142570 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -142571.390625 Penalty: 757.691040
	Iteration 38Q: 3 clusters Score -142571.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -142571.875000 Penalty: 757.691040
	Iteration 39Q: 3 clusters Score -142571.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -142572.234375 Penalty: 757.691040
	Iteration 40F: 3 clusters Score -142572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -142572.562500 Penalty: 757.691040
	Iteration 41Q: 3 clusters Score -142572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -142572.390625 Penalty: 757.691040
	Iteration 42Q: 3 clusters Score -142572.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -142572.390625 Penalty: 757.691040
	Iteration 43F: 3 clusters Score -142572.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Entering Unmasked Estep 
Score: -721817.625000 Penalty: 460.814453
	Iteration 0F: 2 clusters Score -721817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -705048.125000 Penalty: 921.628906
	Iteration 0F: 3 clusters Score -705048.1 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -712255.562500 Penalty: 921.628906
	Iteration 1F: 3 clusters Score -712255.6 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -712822.250000 Penalty: 921.628906
	Iteration 2F: 3 clusters Score -712822.2 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -713574.375000 Penalty: 921.628906
	Iteration 3F: 3 clusters Score -713574.4 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -714701.000000 Penalty: 921.628906
	Iteration 4F: 3 clusters Score -714701 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -716101.375000 Penalty: 921.628906
	Iteration 5F: 3 clusters Score -716101.4 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -717126.125000 Penalty: 921.628906
	Iteration 6F: 3 clusters Score -717126.1 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -717523.625000 Penalty: 921.628906
	Iteration 7Q: 3 clusters Score -717523.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -717702.625000 Penalty: 921.628906
	Iteration 8Q: 3 clusters Score -717702.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -717835.375000 Penalty: 921.628906
	Iteration 9Q: 3 clusters Score -717835.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -717956.500000 Penalty: 921.628906
	Iteration 10Q: 3 clusters Score -717956.5 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -718083.375000 Penalty: 921.628906
	Iteration 11Q: 3 clusters Score -718083.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -718215.125000 Penalty: 921.628906
	Iteration 12Q: 3 clusters Score -718215.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -718365.875000 Penalty: 921.628906
	Iteration 13Q: 3 clusters Score -718365.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -718522.625000 Penalty: 921.628906
	Iteration 14Q: 3 clusters Score -718522.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -718698.875000 Penalty: 921.628906
	Iteration 15Q: 3 clusters Score -718698.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -718907.000000 Penalty: 921.628906
	Iteration 16Q: 3 clusters Score -718907 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -719205.125000 Penalty: 921.628906
	Iteration 17Q: 3 clusters Score -719205.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -719573.000000 Penalty: 921.628906
	Iteration 18Q: 3 clusters Score -719573 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -719931.562500 Penalty: 921.628906
	Iteration 19Q: 3 clusters Score -719931.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -720280.687500 Penalty: 921.628906
	Iteration 20F: 3 clusters Score -720280.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -720549.375000 Penalty: 921.628906
	Iteration 21Q: 3 clusters Score -720549.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -720756.250000 Penalty: 921.628906
	Iteration 22Q: 3 clusters Score -720756.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -720911.937500 Penalty: 921.628906
	Iteration 23Q: 3 clusters Score -720911.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -721026.937500 Penalty: 921.628906
	Iteration 24Q: 3 clusters Score -721026.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -721111.562500 Penalty: 921.628906
	Iteration 25Q: 3 clusters Score -721111.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -721188.812500 Penalty: 921.628906
	Iteration 26Q: 3 clusters Score -721188.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -721249.875000 Penalty: 921.628906
	Iteration 27Q: 3 clusters Score -721249.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -721296.125000 Penalty: 921.628906
	Iteration 28Q: 3 clusters Score -721296.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -721334.875000 Penalty: 921.628906
	Iteration 29Q: 3 clusters Score -721334.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -721373.000000 Penalty: 921.628906
	Iteration 30Q: 3 clusters Score -721373 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -721400.687500 Penalty: 921.628906
	Iteration 31Q: 3 clusters Score -721400.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19777 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -721425.562500 Penalty: 921.628906
	Iteration 32Q: 3 clusters Score -721425.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -721451.062500 Penalty: 921.628906
	Iteration 33Q: 3 clusters Score -721451.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -721474.500000 Penalty: 921.628906
	Iteration 34Q: 3 clusters Score -721474.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -721498.250000 Penalty: 921.628906
	Iteration 35Q: 3 clusters Score -721498.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -721515.000000 Penalty: 921.628906
	Iteration 36Q: 3 clusters Score -721515 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -721532.562500 Penalty: 921.628906
	Iteration 37Q: 3 clusters Score -721532.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -721544.750000 Penalty: 921.628906
	Iteration 38Q: 3 clusters Score -721544.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -721554.125000 Penalty: 921.628906
	Iteration 39Q: 3 clusters Score -721554.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -721566.125000 Penalty: 921.628906
	Iteration 40F: 3 clusters Score -721566.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -721577.812500 Penalty: 921.628906
	Iteration 41Q: 3 clusters Score -721577.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -721590.687500 Penalty: 921.628906
	Iteration 42Q: 3 clusters Score -721590.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -721609.250000 Penalty: 921.628906
	Iteration 43Q: 3 clusters Score -721609.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -721622.187500 Penalty: 921.628906
	Iteration 44Q: 3 clusters Score -721622.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -721636.875000 Penalty: 921.628906
	Iteration 45Q: 3 clusters Score -721636.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -721648.687500 Penalty: 921.628906
	Iteration 46Q: 3 clusters Score -721648.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -721662.937500 Penalty: 921.628906
	Iteration 47Q: 3 clusters Score -721662.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -721673.500000 Penalty: 921.628906
	Iteration 48Q: 3 clusters Score -721673.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -721681.125000 Penalty: 921.628906
	Iteration 49Q: 3 clusters Score -721681.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -721683.562500 Penalty: 921.628906
	Iteration 50Q: 3 clusters Score -721683.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -721684.687500 Penalty: 921.628906
	Iteration 51Q: 3 clusters Score -721684.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -721689.437500 Penalty: 921.628906
	Iteration 52Q: 3 clusters Score -721689.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -721691.687500 Penalty: 921.628906
	Iteration 53Q: 3 clusters Score -721691.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -721693.562500 Penalty: 921.628906
	Iteration 54Q: 3 clusters Score -721693.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -721695.000000 Penalty: 921.628906
	Iteration 55Q: 3 clusters Score -721695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -721696.375000 Penalty: 921.628906
	Iteration 56Q: 3 clusters Score -721696.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -721698.187500 Penalty: 921.628906
	Iteration 57Q: 3 clusters Score -721698.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -721697.750000 Penalty: 921.628906
	Iteration 58Q: 3 clusters Score -721697.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -721698.125000 Penalty: 921.628906
	Iteration 59Q: 3 clusters Score -721698.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -721698.625000 Penalty: 921.628906
	Iteration 60F: 3 clusters Score -721698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -721699.375000 Penalty: 921.628906
	Iteration 61Q: 3 clusters Score -721699.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -721699.562500 Penalty: 921.628906
	Iteration 62Q: 3 clusters Score -721699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -721697.750000 Penalty: 921.628906
	Iteration 63Q: 3 clusters Score -721697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -721698.500000 Penalty: 921.628906
	Iteration 64Q: 3 clusters Score -721698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -721698.062500 Penalty: 921.628906
	Iteration 65Q: 3 clusters Score -721698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -721698.250000 Penalty: 921.628906
	Iteration 66Q: 3 clusters Score -721698.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -721698.250000 Penalty: 921.628906
	Iteration 67Q: 3 clusters Score -721698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -721697.375000 Penalty: 921.628906
	Iteration 68Q: 3 clusters Score -721697.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -721697.125000 Penalty: 921.628906
	Iteration 69Q: 3 clusters Score -721697.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -721697.500000 Penalty: 921.628906
	Iteration 70Q: 3 clusters Score -721697.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -721697.562500 Penalty: 921.628906
	Iteration 71Q: 3 clusters Score -721697.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -721697.562500 Penalty: 921.628906
	Iteration 72F: 3 clusters Score -721697.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -47988.023438 Penalty: 334.125885
	Iteration 0F: 2 clusters Score -47988.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -46836.937500 Penalty: 668.251770
	Iteration 0F: 3 clusters Score -46836.94 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -47176.128906 Penalty: 668.251770
	Iteration 1F: 3 clusters Score -47176.13 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -47233.199219 Penalty: 668.251770
	Iteration 2F: 3 clusters Score -47233.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -47277.242188 Penalty: 668.251770
	Iteration 3F: 3 clusters Score -47277.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -47316.515625 Penalty: 668.251770
	Iteration 4Q: 3 clusters Score -47316.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -47352.976562 Penalty: 668.251770
	Iteration 5Q: 3 clusters Score -47352.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -47395.273438 Penalty: 668.251770
	Iteration 6Q: 3 clusters Score -47395.27 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -47441.980469 Penalty: 668.251770
	Iteration 7Q: 3 clusters Score -47441.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -47475.707031 Penalty: 668.251770
	Iteration 8Q: 3 clusters Score -47475.71 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -47501.261719 Penalty: 668.251770
	Iteration 9Q: 3 clusters Score -47501.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -47533.023438 Penalty: 668.251770
	Iteration 10Q: 3 clusters Score -47533.02 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -47547.230469 Penalty: 668.251770
	Iteration 11Q: 3 clusters Score -47547.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -47561.343750 Penalty: 668.251770
	Iteration 12Q: 3 clusters Score -47561.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -47579.097656 Penalty: 668.251770
	Iteration 13Q: 3 clusters Score -47579.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -47597.605469 Penalty: 668.251770
	Iteration 14Q: 3 clusters Score -47597.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -47609.468750 Penalty: 668.251770
	Iteration 15Q: 3 clusters Score -47609.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -47621.941406 Penalty: 668.251770
	Iteration 16Q: 3 clusters Score -47621.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -47633.390625 Penalty: 668.251770
	Iteration 17Q: 3 clusters Score -47633.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -47648.949219 Penalty: 668.251770
	Iteration 18Q: 3 clusters Score -47648.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -47669.675781 Penalty: 668.251770
	Iteration 19Q: 3 clusters Score -47669.68 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -47678.179688 Penalty: 668.251770
	Iteration 20F: 3 clusters Score -47678.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -47687.437500 Penalty: 668.251770
	Iteration 21Q: 3 clusters Score -47687.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -47695.929688 Penalty: 668.251770
	Iteration 22Q: 3 clusters Score -47695.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -47700.789062 Penalty: 668.251770
	Iteration 23Q: 3 clusters Score -47700.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -47707.300781 Penalty: 668.251770
	Iteration 24Q: 3 clusters Score -47707.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -47712.402344 Penalty: 668.251770
	Iteration 25Q: 3 clusters Score -47712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -47716.304688 Penalty: 668.251770
	Iteration 26Q: 3 clusters Score -47716.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -47718.367188 Penalty: 668.251770
	Iteration 27Q: 3 clusters Score -47718.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -47719.410156 Penalty: 668.251770
	Iteration 28Q: 3 clusters Score -47719.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -47720.164062 Penalty: 668.251770
	Iteration 29Q: 3 clusters Score -47720.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -47720.304688 Penalty: 668.251770
	Iteration 30Q: 3 clusters Score -47720.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -47720.789062 Penalty: 668.251770
	Iteration 31Q: 3 clusters Score -47720.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -47722.726562 Penalty: 668.251770
	Iteration 32Q: 3 clusters Score -47722.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -47724.019531 Penalty: 668.251770
	Iteration 33Q: 3 clusters Score -47724.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -47724.433594 Penalty: 668.251770
	Iteration 34Q: 3 clusters Score -47724.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -47724.734375 Penalty: 668.251770
	Iteration 35Q: 3 clusters Score -47724.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -47725.667969 Penalty: 668.251770
	Iteration 36Q: 3 clusters Score -47725.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -47726.871094 Penalty: 668.251770
	Iteration 37Q: 3 clusters Score -47726.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -47727.628906 Penalty: 668.251770
	Iteration 38Q: 3 clusters Score -47727.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -47728.312500 Penalty: 668.251770
	Iteration 39Q: 3 clusters Score -47728.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -47728.312500 Penalty: 668.251770
	Iteration 40F: 3 clusters Score -47728.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -54816.406250 Penalty: 337.005341
	Iteration 0F: 2 clusters Score -54816.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -53568.742188 Penalty: 674.010681
	Iteration 0F: 3 clusters Score -53568.74 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -53943.000000 Penalty: 674.010681
	Iteration 1F: 3 clusters Score -53943 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -53999.968750 Penalty: 674.010681
	Iteration 2F: 3 clusters Score -53999.97 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -54046.304688 Penalty: 674.010681
	Iteration 3F: 3 clusters Score -54046.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -54094.417969 Penalty: 674.010681
	Iteration 4Q: 3 clusters Score -54094.42 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -54139.777344 Penalty: 674.010681
	Iteration 5Q: 3 clusters Score -54139.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -54178.785156 Penalty: 674.010681
	Iteration 6Q: 3 clusters Score -54178.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -54240.394531 Penalty: 674.010681
	Iteration 7Q: 3 clusters Score -54240.39 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -54307.890625 Penalty: 674.010681
	Iteration 8F: 3 clusters Score -54307.89 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -54351.964844 Penalty: 674.010681
	Iteration 9Q: 3 clusters Score -54351.96 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -54382.464844 Penalty: 674.010681
	Iteration 10Q: 3 clusters Score -54382.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -54399.449219 Penalty: 674.010681
	Iteration 11Q: 3 clusters Score -54399.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -54411.828125 Penalty: 674.010681
	Iteration 12Q: 3 clusters Score -54411.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -54420.144531 Penalty: 674.010681
	Iteration 13Q: 3 clusters Score -54420.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -54427.457031 Penalty: 674.010681
	Iteration 14Q: 3 clusters Score -54427.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -54432.847656 Penalty: 674.010681
	Iteration 15Q: 3 clusters Score -54432.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -54437.019531 Penalty: 674.010681
	Iteration 16Q: 3 clusters Score -54437.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -54443.082031 Penalty: 674.010681
	Iteration 17Q: 3 clusters Score -54443.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -54445.753906 Penalty: 674.010681
	Iteration 18Q: 3 clusters Score -54445.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -54447.386719 Penalty: 674.010681
	Iteration 19Q: 3 clusters Score -54447.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -54449.410156 Penalty: 674.010681
	Iteration 20F: 3 clusters Score -54449.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -54451.890625 Penalty: 674.010681
	Iteration 21Q: 3 clusters Score -54451.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -54455.207031 Penalty: 674.010681
	Iteration 22Q: 3 clusters Score -54455.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -54460.445312 Penalty: 674.010681
	Iteration 23Q: 3 clusters Score -54460.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -54467.972656 Penalty: 674.010681
	Iteration 24Q: 3 clusters Score -54467.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -54471.742188 Penalty: 674.010681
	Iteration 25Q: 3 clusters Score -54471.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -54473.277344 Penalty: 674.010681
	Iteration 26Q: 3 clusters Score -54473.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -54474.394531 Penalty: 674.010681
	Iteration 27Q: 3 clusters Score -54474.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -54475.835938 Penalty: 674.010681
	Iteration 28Q: 3 clusters Score -54475.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -54477.585938 Penalty: 674.010681
	Iteration 29Q: 3 clusters Score -54477.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -54478.750000 Penalty: 674.010681
	Iteration 30Q: 3 clusters Score -54478.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -54479.941406 Penalty: 674.010681
	Iteration 31Q: 3 clusters Score -54479.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -54481.082031 Penalty: 674.010681
	Iteration 32Q: 3 clusters Score -54481.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54481.589844 Penalty: 674.010681
	Iteration 33Q: 3 clusters Score -54481.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -54482.296875 Penalty: 674.010681
	Iteration 34Q: 3 clusters Score -54482.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -54483.390625 Penalty: 674.010681
	Iteration 35Q: 3 clusters Score -54483.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -54484.308594 Penalty: 674.010681
	Iteration 36Q: 3 clusters Score -54484.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -54485.019531 Penalty: 674.010681
	Iteration 37Q: 3 clusters Score -54485.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -54485.976562 Penalty: 674.010681
	Iteration 38Q: 3 clusters Score -54485.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -54487.113281 Penalty: 674.010681
	Iteration 39Q: 3 clusters Score -54487.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -54488.402344 Penalty: 674.010681
	Iteration 40F: 3 clusters Score -54488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54488.917969 Penalty: 674.010681
	Iteration 41Q: 3 clusters Score -54488.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54489.140625 Penalty: 674.010681
	Iteration 42Q: 3 clusters Score -54489.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -54489.140625 Penalty: 674.010681
	Iteration 43F: 3 clusters Score -54489.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -31762.013672 Penalty: 311.244873
	Iteration 0F: 2 clusters Score -31762.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30999.269531 Penalty: 622.489746
	Iteration 0F: 3 clusters Score -30999.27 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -31205.529297 Penalty: 622.489746
	Iteration 1F: 3 clusters Score -31205.53 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -31239.615234 Penalty: 622.489746
	Iteration 2F: 3 clusters Score -31239.62 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -31261.294922 Penalty: 622.489746
	Iteration 3Q: 3 clusters Score -31261.29 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -31280.529297 Penalty: 622.489746
	Iteration 4Q: 3 clusters Score -31280.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31291.015625 Penalty: 622.489746
	Iteration 5Q: 3 clusters Score -31291.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31298.248047 Penalty: 622.489746
	Iteration 6Q: 3 clusters Score -31298.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -31302.603516 Penalty: 622.489746
	Iteration 7Q: 3 clusters Score -31302.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -31313.470703 Penalty: 622.489746
	Iteration 8Q: 3 clusters Score -31313.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31320.091797 Penalty: 622.489746
	Iteration 9Q: 3 clusters Score -31320.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -31326.158203 Penalty: 622.489746
	Iteration 10Q: 3 clusters Score -31326.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -31332.453125 Penalty: 622.489746
	Iteration 11Q: 3 clusters Score -31332.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -31340.382812 Penalty: 622.489746
	Iteration 12Q: 3 clusters Score -31340.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -31348.519531 Penalty: 622.489746
	Iteration 13Q: 3 clusters Score -31348.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -31356.019531 Penalty: 622.489746
	Iteration 14Q: 3 clusters Score -31356.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -31364.564453 Penalty: 622.489746
	Iteration 15Q: 3 clusters Score -31364.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -31370.330078 Penalty: 622.489746
	Iteration 16Q: 3 clusters Score -31370.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -31378.343750 Penalty: 622.489746
	Iteration 17Q: 3 clusters Score -31378.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -31389.388672 Penalty: 622.489746
	Iteration 18Q: 3 clusters Score -31389.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -31396.632812 Penalty: 622.489746
	Iteration 19Q: 3 clusters Score -31396.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -31403.849609 Penalty: 622.489746
	Iteration 20F: 3 clusters Score -31403.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -31407.507812 Penalty: 622.489746
	Iteration 21Q: 3 clusters Score -31407.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -31417.210938 Penalty: 622.489746
	Iteration 22Q: 3 clusters Score -31417.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -31423.000000 Penalty: 622.489746
	Iteration 23Q: 3 clusters Score -31423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -31429.007812 Penalty: 622.489746
	Iteration 24Q: 3 clusters Score -31429.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -31433.125000 Penalty: 622.489746
	Iteration 25Q: 3 clusters Score -31433.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -31435.115234 Penalty: 622.489746
	Iteration 26Q: 3 clusters Score -31435.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -31438.617188 Penalty: 622.489746
	Iteration 27Q: 3 clusters Score -31438.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -31440.146484 Penalty: 622.489746
	Iteration 28Q: 3 clusters Score -31440.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -31440.517578 Penalty: 622.489746
	Iteration 29Q: 3 clusters Score -31440.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31440.828125 Penalty: 622.489746
	Iteration 30Q: 3 clusters Score -31440.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -31441.326172 Penalty: 622.489746
	Iteration 31Q: 3 clusters Score -31441.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -31441.326172 Penalty: 622.489746
	Iteration 32F: 3 clusters Score -31441.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -6188.699707 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -6188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -5865.645020 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -5865.645 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5919.853027 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -5919.853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5950.320312 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -5950.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5960.853516 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -5960.854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -5969.444824 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -5969.445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5975.296387 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -5975.296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -5980.191895 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -5980.192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5980.720215 Penalty: 503.538452
	Iteration 7Q: 3 clusters Score -5980.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5983.258789 Penalty: 503.538452
	Iteration 8Q: 3 clusters Score -5983.259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5985.484375 Penalty: 503.538452
	Iteration 9Q: 3 clusters Score -5985.484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -5990.605469 Penalty: 503.538452
	Iteration 10Q: 3 clusters Score -5990.605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -5997.043945 Penalty: 503.538452
	Iteration 11Q: 3 clusters Score -5997.044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5998.477051 Penalty: 503.538452
	Iteration 12Q: 3 clusters Score -5998.477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5998.757324 Penalty: 503.538452
	Iteration 13Q: 3 clusters Score -5998.757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -5998.757324 Penalty: 503.538452
	Iteration 14F: 3 clusters Score -5998.757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Entering Unmasked Estep 
Score: -48533.808594 Penalty: 331.428131
	Iteration 0F: 2 clusters Score -48533.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -47426.039062 Penalty: 662.856262
	Iteration 0F: 3 clusters Score -47426.04 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -47752.312500 Penalty: 662.856262
	Iteration 1F: 3 clusters Score -47752.31 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -47801.562500 Penalty: 662.856262
	Iteration 2F: 3 clusters Score -47801.56 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -47837.636719 Penalty: 662.856262
	Iteration 3Q: 3 clusters Score -47837.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -47860.683594 Penalty: 662.856262
	Iteration 4Q: 3 clusters Score -47860.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -47879.316406 Penalty: 662.856262
	Iteration 5Q: 3 clusters Score -47879.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -47895.640625 Penalty: 662.856262
	Iteration 6Q: 3 clusters Score -47895.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -47907.250000 Penalty: 662.856262
	Iteration 7Q: 3 clusters Score -47907.25 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -47930.492188 Penalty: 662.856262
	Iteration 8Q: 3 clusters Score -47930.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -47959.574219 Penalty: 662.856262
	Iteration 9Q: 3 clusters Score -47959.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -47994.671875 Penalty: 662.856262
	Iteration 10Q: 3 clusters Score -47994.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -48025.234375 Penalty: 662.856262
	Iteration 11Q: 3 clusters Score -48025.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -48051.843750 Penalty: 662.856262
	Iteration 12Q: 3 clusters Score -48051.84 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -48080.425781 Penalty: 662.856262
	Iteration 13Q: 3 clusters Score -48080.43 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -48110.238281 Penalty: 662.856262
	Iteration 14Q: 3 clusters Score -48110.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -48137.109375 Penalty: 662.856262
	Iteration 15Q: 3 clusters Score -48137.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48162.890625 Penalty: 662.856262
	Iteration 16Q: 3 clusters Score -48162.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -48177.398438 Penalty: 662.856262
	Iteration 17Q: 3 clusters Score -48177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48188.039062 Penalty: 662.856262
	Iteration 18Q: 3 clusters Score -48188.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48193.660156 Penalty: 662.856262
	Iteration 19Q: 3 clusters Score -48193.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48196.875000 Penalty: 662.856262
	Iteration 20F: 3 clusters Score -48196.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -48197.394531 Penalty: 662.856262
	Iteration 21Q: 3 clusters Score -48197.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48197.601562 Penalty: 662.856262
	Iteration 22Q: 3 clusters Score -48197.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48197.601562 Penalty: 662.856262
	Iteration 23F: 3 clusters Score -48197.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -80406.304688 Penalty: 362.416534
	Iteration 0F: 2 clusters Score -80406.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -78440.304688 Penalty: 724.833069
	Iteration 0F: 3 clusters Score -78440.3 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -79126.281250 Penalty: 724.833069
	Iteration 1F: 3 clusters Score -79126.28 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -79261.500000 Penalty: 724.833069
	Iteration 2F: 3 clusters Score -79261.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -79460.507812 Penalty: 724.833069
	Iteration 3F: 3 clusters Score -79460.51 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -79687.015625 Penalty: 724.833069
	Iteration 4F: 3 clusters Score -79687.02 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -79877.562500 Penalty: 724.833069
	Iteration 5F: 3 clusters Score -79877.56 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -80014.906250 Penalty: 724.833069
	Iteration 6F: 3 clusters Score -80014.91 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -80100.218750 Penalty: 724.833069
	Iteration 7Q: 3 clusters Score -80100.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -80174.992188 Penalty: 724.833069
	Iteration 8Q: 3 clusters Score -80174.99 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -80211.070312 Penalty: 724.833069
	Iteration 9Q: 3 clusters Score -80211.07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -80225.210938 Penalty: 724.833069
	Iteration 10Q: 3 clusters Score -80225.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -80236.804688 Penalty: 724.833069
	Iteration 11Q: 3 clusters Score -80236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -80244.484375 Penalty: 724.833069
	Iteration 12Q: 3 clusters Score -80244.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -80248.851562 Penalty: 724.833069
	Iteration 13Q: 3 clusters Score -80248.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -80250.242188 Penalty: 724.833069
	Iteration 14Q: 3 clusters Score -80250.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -80251.351562 Penalty: 724.833069
	Iteration 15Q: 3 clusters Score -80251.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -80252.132812 Penalty: 724.833069
	Iteration 16Q: 3 clusters Score -80252.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -80252.328125 Penalty: 724.833069
	Iteration 17Q: 3 clusters Score -80252.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -80252.460938 Penalty: 724.833069
	Iteration 18Q: 3 clusters Score -80252.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -80252.429688 Penalty: 724.833069
	Iteration 19Q: 3 clusters Score -80252.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -80252.445312 Penalty: 724.833069
	Iteration 20F: 3 clusters Score -80252.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -80252.460938 Penalty: 724.833069
	Iteration 21Q: 3 clusters Score -80252.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -80252.460938 Penalty: 724.833069
	Iteration 22F: 3 clusters Score -80252.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (362501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362501 members 
Entering Unmasked Estep 
Score: -11454680.000000 Penalty: 582.435608
	Iteration 0F: 2 clusters Score -1.145468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181288 members 
Mstep: Class 2 contains 181213 members 
Entering Unmasked Estep 
Score: -11207742.000000 Penalty: 1164.871216
	Iteration 0F: 3 clusters Score -1.120774e+07 nChanged 179022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189168 members 
Mstep: Class 2 contains 173333 members 
Entering Unmasked Estep 
Score: -11318076.000000 Penalty: 1164.871216
	Iteration 1F: 3 clusters Score -1.131808e+07 nChanged 13263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194393 members 
Mstep: Class 2 contains 168108 members 
Entering Unmasked Estep 
Score: -11322179.000000 Penalty: 1164.871216
	Iteration 2Q: 3 clusters Score -1.132218e+07 nChanged 15084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201435 members 
Mstep: Class 2 contains 161066 members 
Entering Unmasked Estep 
Score: -11328074.000000 Penalty: 1164.871216
	Iteration 3Q: 3 clusters Score -1.132807e+07 nChanged 17127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210174 members 
Mstep: Class 2 contains 152327 members 
Entering Unmasked Estep 
Score: -11336370.000000 Penalty: 1164.871216
	Iteration 4Q: 3 clusters Score -1.133637e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219879 members 
Mstep: Class 2 contains 142622 members 
Entering Unmasked Estep 
Score: -11348056.000000 Penalty: 1164.871216
	Iteration 5F: 3 clusters Score -1.134806e+07 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229396 members 
Mstep: Class 2 contains 133105 members 
Entering Unmasked Estep 
Score: -11363645.000000 Penalty: 1164.871216
	Iteration 6F: 3 clusters Score -1.136364e+07 nChanged 21348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236520 members 
Mstep: Class 2 contains 125981 members 
Entering Unmasked Estep 
Score: -11380558.000000 Penalty: 1164.871216
	Iteration 7F: 3 clusters Score -1.138056e+07 nChanged 18876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240718 members 
Mstep: Class 2 contains 121783 members 
Entering Unmasked Estep 
Score: -11391867.000000 Penalty: 1164.871216
	Iteration 8F: 3 clusters Score -1.139187e+07 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243992 members 
Mstep: Class 2 contains 118509 members 
Entering Unmasked Estep 
Score: -11396178.000000 Penalty: 1164.871216
	Iteration 9Q: 3 clusters Score -1.139618e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247732 members 
Mstep: Class 2 contains 114769 members 
Entering Unmasked Estep 
Score: -11397836.000000 Penalty: 1164.871216
	Iteration 10Q: 3 clusters Score -1.139784e+07 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251852 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -11398941.000000 Penalty: 1164.871216
	Iteration 11Q: 3 clusters Score -1.139894e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256188 members 
Mstep: Class 2 contains 106313 members 
Entering Unmasked Estep 
Score: -11400076.000000 Penalty: 1164.871216
	Iteration 12Q: 3 clusters Score -1.140008e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260776 members 
Mstep: Class 2 contains 101725 members 
Entering Unmasked Estep 
Score: -11401154.000000 Penalty: 1164.871216
	Iteration 13Q: 3 clusters Score -1.140115e+07 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265658 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -11402385.000000 Penalty: 1164.871216
	Iteration 14Q: 3 clusters Score -1.140238e+07 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270904 members 
Mstep: Class 2 contains 91597 members 
Entering Unmasked Estep 
Score: -11403769.000000 Penalty: 1164.871216
	Iteration 15Q: 3 clusters Score -1.140377e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276555 members 
Mstep: Class 2 contains 85946 members 
Entering Unmasked Estep 
Score: -11405427.000000 Penalty: 1164.871216
	Iteration 16Q: 3 clusters Score -1.140543e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282766 members 
Mstep: Class 2 contains 79735 members 
Entering Unmasked Estep 
Score: -11407366.000000 Penalty: 1164.871216
	Iteration 17Q: 3 clusters Score -1.140737e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289356 members 
Mstep: Class 2 contains 73145 members 
Entering Unmasked Estep 
Score: -11409631.000000 Penalty: 1164.871216
	Iteration 18Q: 3 clusters Score -1.140963e+07 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296386 members 
Mstep: Class 2 contains 66115 members 
Entering Unmasked Estep 
Score: -11412465.000000 Penalty: 1164.871216
	Iteration 19Q: 3 clusters Score -1.141246e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304028 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -11415875.000000 Penalty: 1164.871216
	Iteration 20F: 3 clusters Score -1.141588e+07 nChanged 7937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311965 members 
Mstep: Class 2 contains 50536 members 
Entering Unmasked Estep 
Score: -11419661.000000 Penalty: 1164.871216
	Iteration 21Q: 3 clusters Score -1.141966e+07 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320161 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -11424094.000000 Penalty: 1164.871216
	Iteration 22Q: 3 clusters Score -1.142409e+07 nChanged 8148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328309 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -11429088.000000 Penalty: 1164.871216
	Iteration 23Q: 3 clusters Score -1.142909e+07 nChanged 7909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336218 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -11434396.000000 Penalty: 1164.871216
	Iteration 24Q: 3 clusters Score -1.14344e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343420 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -11439565.000000 Penalty: 1164.871216
	Iteration 25Q: 3 clusters Score -1.143956e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349410 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -11444127.000000 Penalty: 1164.871216
	Iteration 26Q: 3 clusters Score -1.144413e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354168 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -11447768.000000 Penalty: 1164.871216
	Iteration 27Q: 3 clusters Score -1.144777e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357558 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -11450524.000000 Penalty: 1164.871216
	Iteration 28Q: 3 clusters Score -1.145052e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359692 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -11452159.000000 Penalty: 1164.871216
	Iteration 29Q: 3 clusters Score -1.145216e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360927 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -11453170.000000 Penalty: 1164.871216
	Iteration 30Q: 3 clusters Score -1.145317e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361576 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -11453636.000000 Penalty: 1164.871216
	Iteration 31Q: 3 clusters Score -1.145364e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361937 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11453882.000000 Penalty: 1164.871216
	Iteration 32Q: 3 clusters Score -1.145388e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362123 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11454023.000000 Penalty: 1164.871216
	Iteration 33Q: 3 clusters Score -1.145402e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362216 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -11454080.000000 Penalty: 1164.871216
	Iteration 34Q: 3 clusters Score -1.145408e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362274 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11454129.000000 Penalty: 1164.871216
	Iteration 35Q: 3 clusters Score -1.145413e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362311 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11454145.000000 Penalty: 1164.871216
	Iteration 36Q: 3 clusters Score -1.145414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362325 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -11454151.000000 Penalty: 1164.871216
	Iteration 37Q: 3 clusters Score -1.145415e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362333 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -11454163.000000 Penalty: 1164.871216
	Iteration 38Q: 3 clusters Score -1.145416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362348 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -11454170.000000 Penalty: 1164.871216
	Iteration 39Q: 3 clusters Score -1.145417e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362356 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -11454178.000000 Penalty: 1164.871216
	Iteration 40F: 3 clusters Score -1.145418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362362 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -11454183.000000 Penalty: 1164.871216
	Iteration 41Q: 3 clusters Score -1.145418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362368 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11454187.000000 Penalty: 1164.871216
	Iteration 42Q: 3 clusters Score -1.145419e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362370 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11454183.000000 Penalty: 1164.871216
	Iteration 43Q: 3 clusters Score -1.145418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362370 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -11454183.000000 Penalty: 1164.871216
	Iteration 44F: 3 clusters Score -1.145418e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 2125 members 
Mstep: Class 4 contains 224757 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44131 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4131 members 
Mstep: Class 14 contains 25029 members 
Mstep: Class 15 contains 1546 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497334.000000 Penalty: 12895.900391
Iteration 279Q: 22 clusters Score -2.149733e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 2127 members 
Mstep: Class 4 contains 224761 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16254 members 
Mstep: Class 8 contains 1746 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 44130 members 
Mstep: Class 11 contains 4879 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4146 members 
Mstep: Class 14 contains 25029 members 
Mstep: Class 15 contains 1551 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497360.000000 Penalty: 12895.900391
Iteration 280F: 22 clusters Score -2.149736e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224762 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 44132 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 25032 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497384.000000 Penalty: 12895.900391
Iteration 281Q: 22 clusters Score -2.149738e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224770 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16252 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44128 members 
Mstep: Class 11 contains 4878 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4199 members 
Mstep: Class 14 contains 25035 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497370.000000 Penalty: 12895.900391
Iteration 282Q: 22 clusters Score -2.149737e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224778 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16251 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 44126 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4225 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1573 members 
Mstep: Class 16 contains 1646 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497372.000000 Penalty: 12895.900391
Iteration 283Q: 22 clusters Score -2.149737e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224793 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16255 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44127 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4243 members 
Mstep: Class 14 contains 25033 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497360.000000 Penalty: 12895.900391
Iteration 284Q: 22 clusters Score -2.149736e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224808 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44123 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 4255 members 
Mstep: Class 14 contains 25032 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497366.000000 Penalty: 12895.900391
Iteration 285Q: 22 clusters Score -2.149737e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224821 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44120 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4267 members 
Mstep: Class 14 contains 25033 members 
Mstep: Class 15 contains 1570 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497364.000000 Penalty: 12895.900391
Iteration 286Q: 22 clusters Score -2.149736e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224827 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44117 members 
Mstep: Class 11 contains 4880 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4280 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497348.000000 Penalty: 12895.900391
Iteration 287Q: 22 clusters Score -2.149735e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224831 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44114 members 
Mstep: Class 11 contains 4881 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4295 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497352.000000 Penalty: 12895.900391
Iteration 288Q: 22 clusters Score -2.149735e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224831 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44113 members 
Mstep: Class 11 contains 4882 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4312 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1585 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497346.000000 Penalty: 12895.900391
Iteration 289Q: 22 clusters Score -2.149735e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224828 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44111 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4324 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497346.000000 Penalty: 12895.900391
Iteration 290Q: 22 clusters Score -2.149735e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224828 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44106 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 4336 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497350.000000 Penalty: 12895.900391
Iteration 291Q: 22 clusters Score -2.149735e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224830 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16258 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44099 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 4358 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497348.000000 Penalty: 12895.900391
Iteration 292Q: 22 clusters Score -2.149735e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224835 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16256 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44096 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 4384 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1621 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497340.000000 Penalty: 12895.900391
Iteration 293Q: 22 clusters Score -2.149734e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 2128 members 
Mstep: Class 4 contains 224841 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16257 members 
Mstep: Class 8 contains 1746 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44097 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 4413 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1623 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497354.000000 Penalty: 12895.900391
Iteration 294Q: 22 clusters Score -2.149735e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 224842 members 
Mstep: Class 5 contains 2203 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44096 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 4434 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1627 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 362002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497370.000000 Penalty: 12895.900391
Iteration 295Q: 22 clusters Score -2.149737e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 224845 members 
Mstep: Class 5 contains 2204 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44095 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4451 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1633 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497378.000000 Penalty: 12895.900391
Iteration 296Q: 22 clusters Score -2.149738e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 224846 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4466 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497398.000000 Penalty: 12895.900391
Iteration 297Q: 22 clusters Score -2.14974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 224847 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16259 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4483 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1638 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497382.000000 Penalty: 12895.900391
Iteration 298Q: 22 clusters Score -2.149738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 224846 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4495 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1642 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497382.000000 Penalty: 12895.900391
Iteration 299Q: 22 clusters Score -2.149738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2129 members 
Mstep: Class 4 contains 224844 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44094 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4500 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497374.000000 Penalty: 12895.900391
Iteration 300F: 22 clusters Score -2.149737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2130 members 
Mstep: Class 4 contains 224844 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44092 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4507 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497378.000000 Penalty: 12895.900391
Iteration 301Q: 22 clusters Score -2.149738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 224848 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16261 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44092 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4521 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1643 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497380.000000 Penalty: 12895.900391
Iteration 302Q: 22 clusters Score -2.149738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 224851 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44090 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4536 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1644 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497384.000000 Penalty: 12895.900391
Iteration 303Q: 22 clusters Score -2.149738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224856 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16260 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44087 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4540 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1645 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497400.000000 Penalty: 12895.900391
Iteration 304Q: 22 clusters Score -2.14974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224861 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16262 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44083 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4545 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1646 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497422.000000 Penalty: 12895.900391
Iteration 305Q: 22 clusters Score -2.149742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16263 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44081 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4549 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497410.000000 Penalty: 12895.900391
Iteration 306Q: 22 clusters Score -2.149741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44080 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4555 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1648 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497412.000000 Penalty: 12895.900391
Iteration 307Q: 22 clusters Score -2.149741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44080 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1649 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497414.000000 Penalty: 12895.900391
Iteration 308Q: 22 clusters Score -2.149741e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224864 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44080 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4558 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1651 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1453 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497432.000000 Penalty: 12895.900391
Iteration 309Q: 22 clusters Score -2.149743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 1179 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224864 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44080 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4562 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1452 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497436.000000 Penalty: 12895.900391
Iteration 310Q: 22 clusters Score -2.149744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44080 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4563 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497432.000000 Penalty: 12895.900391
Iteration 311Q: 22 clusters Score -2.149743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4564 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497434.000000 Penalty: 12895.900391
Iteration 312Q: 22 clusters Score -2.149743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2137 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497432.000000 Penalty: 12895.900391
Iteration 313Q: 22 clusters Score -2.149743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1746 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497426.000000 Penalty: 12895.900391
Iteration 314Q: 22 clusters Score -2.149743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497426.000000 Penalty: 12895.900391
Iteration 315Q: 22 clusters Score -2.149743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224862 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497426.000000 Penalty: 12895.900391
Iteration 316Q: 22 clusters Score -2.149743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1446 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497422.000000 Penalty: 12895.900391
Iteration 317Q: 22 clusters Score -2.149742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497422.000000 Penalty: 12895.900391
Iteration 318Q: 22 clusters Score -2.149742e+07 nChanged 1
Entering ConstructFrom: 
Score: -21497422.000000 Penalty: 12895.900391
Entering ConstructFrom: 
Trying to split cluster 1 (24129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Entering Unmasked Estep 
Score: -771701.437500 Penalty: 459.148193
	Iteration 0F: 2 clusters Score -771701.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -755647.812500 Penalty: 918.296387
	Iteration 0F: 3 clusters Score -755647.8 nChanged 11532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -762564.625000 Penalty: 918.296387
	Iteration 1F: 3 clusters Score -762564.6 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -763270.812500 Penalty: 918.296387
	Iteration 2F: 3 clusters Score -763270.8 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -764427.125000 Penalty: 918.296387
	Iteration 3F: 3 clusters Score -764427.1 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -765967.500000 Penalty: 918.296387
	Iteration 4F: 3 clusters Score -765967.5 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -767155.375000 Penalty: 918.296387
	Iteration 5F: 3 clusters Score -767155.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -767670.375000 Penalty: 918.296387
	Iteration 6Q: 3 clusters Score -767670.4 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -767940.750000 Penalty: 918.296387
	Iteration 7Q: 3 clusters Score -767940.8 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -768149.687500 Penalty: 918.296387
	Iteration 8Q: 3 clusters Score -768149.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -768339.437500 Penalty: 918.296387
	Iteration 9Q: 3 clusters Score -768339.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -768488.625000 Penalty: 918.296387
	Iteration 10Q: 3 clusters Score -768488.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -768638.187500 Penalty: 918.296387
	Iteration 11Q: 3 clusters Score -768638.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -768751.375000 Penalty: 918.296387
	Iteration 12Q: 3 clusters Score -768751.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -768863.625000 Penalty: 918.296387
	Iteration 13Q: 3 clusters Score -768863.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -768950.562500 Penalty: 918.296387
	Iteration 14Q: 3 clusters Score -768950.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -769033.437500 Penalty: 918.296387
	Iteration 15Q: 3 clusters Score -769033.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -769100.250000 Penalty: 918.296387
	Iteration 16Q: 3 clusters Score -769100.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -769166.000000 Penalty: 918.296387
	Iteration 17Q: 3 clusters Score -769166 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -769219.625000 Penalty: 918.296387
	Iteration 18Q: 3 clusters Score -769219.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -769287.062500 Penalty: 918.296387
	Iteration 19Q: 3 clusters Score -769287.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -769367.437500 Penalty: 918.296387
	Iteration 20F: 3 clusters Score -769367.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -769453.062500 Penalty: 918.296387
	Iteration 21Q: 3 clusters Score -769453.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -769543.937500 Penalty: 918.296387
	Iteration 22Q: 3 clusters Score -769543.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -769631.687500 Penalty: 918.296387
	Iteration 23Q: 3 clusters Score -769631.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -769727.812500 Penalty: 918.296387
	Iteration 24Q: 3 clusters Score -769727.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -769820.125000 Penalty: 918.296387
	Iteration 25Q: 3 clusters Score -769820.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -769917.750000 Penalty: 918.296387
	Iteration 26Q: 3 clusters Score -769917.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -769992.562500 Penalty: 918.296387
	Iteration 27Q: 3 clusters Score -769992.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -770050.625000 Penalty: 918.296387
	Iteration 28Q: 3 clusters Score -770050.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -770093.437500 Penalty: 918.296387
	Iteration 29Q: 3 clusters Score -770093.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -770124.437500 Penalty: 918.296387
	Iteration 30Q: 3 clusters Score -770124.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -770159.625000 Penalty: 918.296387
	Iteration 31Q: 3 clusters Score -770159.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -770175.937500 Penalty: 918.296387
	Iteration 32Q: 3 clusters Score -770175.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -770188.937500 Penalty: 918.296387
	Iteration 33Q: 3 clusters Score -770188.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -770202.625000 Penalty: 918.296387
	Iteration 34Q: 3 clusters Score -770202.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -770206.750000 Penalty: 918.296387
	Iteration 35Q: 3 clusters Score -770206.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -770213.312500 Penalty: 918.296387
	Iteration 36Q: 3 clusters Score -770213.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -770221.500000 Penalty: 918.296387
	Iteration 37Q: 3 clusters Score -770221.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -770229.687500 Penalty: 918.296387
	Iteration 38Q: 3 clusters Score -770229.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -770237.812500 Penalty: 918.296387
	Iteration 39Q: 3 clusters Score -770237.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -770245.125000 Penalty: 918.296387
	Iteration 40F: 3 clusters Score -770245.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -770251.875000 Penalty: 918.296387
	Iteration 41Q: 3 clusters Score -770251.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -770262.750000 Penalty: 918.296387
	Iteration 42Q: 3 clusters Score -770262.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11613 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -770275.687500 Penalty: 918.296387
	Iteration 43Q: 3 clusters Score -770275.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -770286.187500 Penalty: 918.296387
	Iteration 44Q: 3 clusters Score -770286.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -770296.187500 Penalty: 918.296387
	Iteration 45Q: 3 clusters Score -770296.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -770308.437500 Penalty: 918.296387
	Iteration 46Q: 3 clusters Score -770308.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -770326.250000 Penalty: 918.296387
	Iteration 47Q: 3 clusters Score -770326.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -770344.812500 Penalty: 918.296387
	Iteration 48Q: 3 clusters Score -770344.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -770363.187500 Penalty: 918.296387
	Iteration 49Q: 3 clusters Score -770363.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -770382.125000 Penalty: 918.296387
	Iteration 50Q: 3 clusters Score -770382.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -770400.812500 Penalty: 918.296387
	Iteration 51Q: 3 clusters Score -770400.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -770416.750000 Penalty: 918.296387
	Iteration 52Q: 3 clusters Score -770416.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -770435.500000 Penalty: 918.296387
	Iteration 53Q: 3 clusters Score -770435.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -770455.125000 Penalty: 918.296387
	Iteration 54Q: 3 clusters Score -770455.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -770474.437500 Penalty: 918.296387
	Iteration 55Q: 3 clusters Score -770474.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -770498.062500 Penalty: 918.296387
	Iteration 56Q: 3 clusters Score -770498.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -770514.812500 Penalty: 918.296387
	Iteration 57Q: 3 clusters Score -770514.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -770529.312500 Penalty: 918.296387
	Iteration 58Q: 3 clusters Score -770529.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -770540.562500 Penalty: 918.296387
	Iteration 59Q: 3 clusters Score -770540.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -770561.687500 Penalty: 918.296387
	Iteration 60F: 3 clusters Score -770561.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -770580.687500 Penalty: 918.296387
	Iteration 61Q: 3 clusters Score -770580.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -770596.937500 Penalty: 918.296387
	Iteration 62Q: 3 clusters Score -770596.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -770611.750000 Penalty: 918.296387
	Iteration 63Q: 3 clusters Score -770611.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -770627.437500 Penalty: 918.296387
	Iteration 64Q: 3 clusters Score -770627.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -770656.437500 Penalty: 918.296387
	Iteration 65Q: 3 clusters Score -770656.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -770674.437500 Penalty: 918.296387
	Iteration 66Q: 3 clusters Score -770674.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -770694.500000 Penalty: 918.296387
	Iteration 67Q: 3 clusters Score -770694.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -770717.312500 Penalty: 918.296387
	Iteration 68Q: 3 clusters Score -770717.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -770735.375000 Penalty: 918.296387
	Iteration 69Q: 3 clusters Score -770735.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -770764.937500 Penalty: 918.296387
	Iteration 70Q: 3 clusters Score -770764.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -770790.250000 Penalty: 918.296387
	Iteration 71Q: 3 clusters Score -770790.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -770822.125000 Penalty: 918.296387
	Iteration 72Q: 3 clusters Score -770822.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -770848.125000 Penalty: 918.296387
	Iteration 73Q: 3 clusters Score -770848.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -770875.375000 Penalty: 918.296387
	Iteration 74Q: 3 clusters Score -770875.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -770903.375000 Penalty: 918.296387
	Iteration 75Q: 3 clusters Score -770903.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -770932.687500 Penalty: 918.296387
	Iteration 76Q: 3 clusters Score -770932.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -770960.500000 Penalty: 918.296387
	Iteration 77Q: 3 clusters Score -770960.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -770991.625000 Penalty: 918.296387
	Iteration 78Q: 3 clusters Score -770991.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -771021.062500 Penalty: 918.296387
	Iteration 79Q: 3 clusters Score -771021.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -771051.250000 Penalty: 918.296387
	Iteration 80F: 3 clusters Score -771051.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -771081.750000 Penalty: 918.296387
	Iteration 81Q: 3 clusters Score -771081.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -771111.000000 Penalty: 918.296387
	Iteration 82Q: 3 clusters Score -771111 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -771138.812500 Penalty: 918.296387
	Iteration 83Q: 3 clusters Score -771138.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -771169.000000 Penalty: 918.296387
	Iteration 84Q: 3 clusters Score -771169 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -771200.812500 Penalty: 918.296387
	Iteration 85Q: 3 clusters Score -771200.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -771224.375000 Penalty: 918.296387
	Iteration 86Q: 3 clusters Score -771224.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -771258.125000 Penalty: 918.296387
	Iteration 87Q: 3 clusters Score -771258.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -771285.187500 Penalty: 918.296387
	Iteration 88Q: 3 clusters Score -771285.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -771314.375000 Penalty: 918.296387
	Iteration 89Q: 3 clusters Score -771314.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -771344.937500 Penalty: 918.296387
	Iteration 90Q: 3 clusters Score -771344.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -771376.687500 Penalty: 918.296387
	Iteration 91Q: 3 clusters Score -771376.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -771402.625000 Penalty: 918.296387
	Iteration 92Q: 3 clusters Score -771402.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -771428.312500 Penalty: 918.296387
	Iteration 93Q: 3 clusters Score -771428.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 20374 members 
Entering Unmasked Estep 
Score: -771450.562500 Penalty: 918.296387
	Iteration 94Q: 3 clusters Score -771450.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -771464.750000 Penalty: 918.296387
	Iteration 95Q: 3 clusters Score -771464.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -771480.500000 Penalty: 918.296387
	Iteration 96Q: 3 clusters Score -771480.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -771494.125000 Penalty: 918.296387
	Iteration 97Q: 3 clusters Score -771494.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -771505.125000 Penalty: 918.296387
	Iteration 98Q: 3 clusters Score -771505.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -771516.875000 Penalty: 918.296387
	Iteration 99Q: 3 clusters Score -771516.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -771525.187500 Penalty: 918.296387
	Iteration 100F: 3 clusters Score -771525.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -771533.375000 Penalty: 918.296387
	Iteration 101Q: 3 clusters Score -771533.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -771542.437500 Penalty: 918.296387
	Iteration 102Q: 3 clusters Score -771542.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -771551.312500 Penalty: 918.296387
	Iteration 103Q: 3 clusters Score -771551.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -771556.312500 Penalty: 918.296387
	Iteration 104Q: 3 clusters Score -771556.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -771556.937500 Penalty: 918.296387
	Iteration 105Q: 3 clusters Score -771556.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -771563.125000 Penalty: 918.296387
	Iteration 106Q: 3 clusters Score -771563.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -771569.000000 Penalty: 918.296387
	Iteration 107Q: 3 clusters Score -771569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -771575.187500 Penalty: 918.296387
	Iteration 108Q: 3 clusters Score -771575.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -771576.375000 Penalty: 918.296387
	Iteration 109Q: 3 clusters Score -771576.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -771580.312500 Penalty: 918.296387
	Iteration 110Q: 3 clusters Score -771580.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -771583.437500 Penalty: 918.296387
	Iteration 111Q: 3 clusters Score -771583.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -771586.750000 Penalty: 918.296387
	Iteration 112Q: 3 clusters Score -771586.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -771589.750000 Penalty: 918.296387
	Iteration 113Q: 3 clusters Score -771589.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -771590.250000 Penalty: 918.296387
	Iteration 114Q: 3 clusters Score -771590.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -771592.250000 Penalty: 918.296387
	Iteration 115Q: 3 clusters Score -771592.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -771593.687500 Penalty: 918.296387
	Iteration 116Q: 3 clusters Score -771593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -771593.437500 Penalty: 918.296387
	Iteration 117Q: 3 clusters Score -771593.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -771592.937500 Penalty: 918.296387
	Iteration 118Q: 3 clusters Score -771592.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -771593.000000 Penalty: 918.296387
	Iteration 119Q: 3 clusters Score -771593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -771593.062500 Penalty: 918.296387
	Iteration 120F: 3 clusters Score -771593.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -771593.625000 Penalty: 918.296387
	Iteration 121Q: 3 clusters Score -771593.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -771595.625000 Penalty: 918.296387
	Iteration 122Q: 3 clusters Score -771595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -771596.687500 Penalty: 918.296387
	Iteration 123Q: 3 clusters Score -771596.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -771596.312500 Penalty: 918.296387
	Iteration 124Q: 3 clusters Score -771596.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -771597.187500 Penalty: 918.296387
	Iteration 125Q: 3 clusters Score -771597.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -771597.375000 Penalty: 918.296387
	Iteration 126Q: 3 clusters Score -771597.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -771597.562500 Penalty: 918.296387
	Iteration 127Q: 3 clusters Score -771597.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -771598.500000 Penalty: 918.296387
	Iteration 128Q: 3 clusters Score -771598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -771598.500000 Penalty: 918.296387
	Iteration 129F: 3 clusters Score -771598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -37514.886719 Penalty: 321.833771
	Iteration 0F: 2 clusters Score -37514.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -36573.121094 Penalty: 643.667542
	Iteration 0F: 3 clusters Score -36573.12 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -36817.589844 Penalty: 643.667542
	Iteration 1F: 3 clusters Score -36817.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -36905.902344 Penalty: 643.667542
	Iteration 2F: 3 clusters Score -36905.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -36975.707031 Penalty: 643.667542
	Iteration 3F: 3 clusters Score -36975.71 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -37022.519531 Penalty: 643.667542
	Iteration 4F: 3 clusters Score -37022.52 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -37063.003906 Penalty: 643.667542
	Iteration 5Q: 3 clusters Score -37063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37095.917969 Penalty: 643.667542
	Iteration 6Q: 3 clusters Score -37095.92 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -37123.960938 Penalty: 643.667542
	Iteration 7Q: 3 clusters Score -37123.96 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -37141.816406 Penalty: 643.667542
	Iteration 8Q: 3 clusters Score -37141.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -37157.347656 Penalty: 643.667542
	Iteration 9Q: 3 clusters Score -37157.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -37174.632812 Penalty: 643.667542
	Iteration 10Q: 3 clusters Score -37174.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -37184.453125 Penalty: 643.667542
	Iteration 11Q: 3 clusters Score -37184.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -37192.183594 Penalty: 643.667542
	Iteration 12Q: 3 clusters Score -37192.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -37199.484375 Penalty: 643.667542
	Iteration 13Q: 3 clusters Score -37199.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -37205.894531 Penalty: 643.667542
	Iteration 14Q: 3 clusters Score -37205.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -37211.242188 Penalty: 643.667542
	Iteration 15Q: 3 clusters Score -37211.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -37216.699219 Penalty: 643.667542
	Iteration 16Q: 3 clusters Score -37216.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37220.867188 Penalty: 643.667542
	Iteration 17Q: 3 clusters Score -37220.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -37224.996094 Penalty: 643.667542
	Iteration 18Q: 3 clusters Score -37225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -37227.691406 Penalty: 643.667542
	Iteration 19Q: 3 clusters Score -37227.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -37228.820312 Penalty: 643.667542
	Iteration 20F: 3 clusters Score -37228.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -37229.335938 Penalty: 643.667542
	Iteration 21Q: 3 clusters Score -37229.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -37230.468750 Penalty: 643.667542
	Iteration 22Q: 3 clusters Score -37230.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -37232.667969 Penalty: 643.667542
	Iteration 23Q: 3 clusters Score -37232.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37235.425781 Penalty: 643.667542
	Iteration 24Q: 3 clusters Score -37235.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -37237.433594 Penalty: 643.667542
	Iteration 25Q: 3 clusters Score -37237.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -37238.613281 Penalty: 643.667542
	Iteration 26Q: 3 clusters Score -37238.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -37239.945312 Penalty: 643.667542
	Iteration 27Q: 3 clusters Score -37239.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -37241.871094 Penalty: 643.667542
	Iteration 28Q: 3 clusters Score -37241.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37243.515625 Penalty: 643.667542
	Iteration 29Q: 3 clusters Score -37243.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -37246.343750 Penalty: 643.667542
	Iteration 30Q: 3 clusters Score -37246.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -37249.394531 Penalty: 643.667542
	Iteration 31Q: 3 clusters Score -37249.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -37253.011719 Penalty: 643.667542
	Iteration 32Q: 3 clusters Score -37253.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -37257.042969 Penalty: 643.667542
	Iteration 33Q: 3 clusters Score -37257.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37260.437500 Penalty: 643.667542
	Iteration 34Q: 3 clusters Score -37260.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -37262.714844 Penalty: 643.667542
	Iteration 35Q: 3 clusters Score -37262.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37263.500000 Penalty: 643.667542
	Iteration 36Q: 3 clusters Score -37263.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -37263.500000 Penalty: 643.667542
	Iteration 37F: 3 clusters Score -37263.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -69883.570312 Penalty: 348.876984
	Iteration 0F: 2 clusters Score -69883.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -68319.804688 Penalty: 697.753967
	Iteration 0F: 3 clusters Score -68319.8 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -68824.664062 Penalty: 697.753967
	Iteration 1F: 3 clusters Score -68824.66 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -68943.273438 Penalty: 697.753967
	Iteration 2F: 3 clusters Score -68943.27 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -69086.734375 Penalty: 697.753967
	Iteration 3F: 3 clusters Score -69086.73 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -69281.226562 Penalty: 697.753967
	Iteration 4F: 3 clusters Score -69281.23 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69447.796875 Penalty: 697.753967
	Iteration 5F: 3 clusters Score -69447.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69560.984375 Penalty: 697.753967
	Iteration 6F: 3 clusters Score -69560.98 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -69630.359375 Penalty: 697.753967
	Iteration 7Q: 3 clusters Score -69630.36 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -69669.570312 Penalty: 697.753967
	Iteration 8Q: 3 clusters Score -69669.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69695.718750 Penalty: 697.753967
	Iteration 9Q: 3 clusters Score -69695.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69722.218750 Penalty: 697.753967
	Iteration 10Q: 3 clusters Score -69722.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -69733.031250 Penalty: 697.753967
	Iteration 11Q: 3 clusters Score -69733.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -69738.171875 Penalty: 697.753967
	Iteration 12Q: 3 clusters Score -69738.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -69743.187500 Penalty: 697.753967
	Iteration 13Q: 3 clusters Score -69743.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -69746.421875 Penalty: 697.753967
	Iteration 14Q: 3 clusters Score -69746.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69746.859375 Penalty: 697.753967
	Iteration 15Q: 3 clusters Score -69746.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69746.851562 Penalty: 697.753967
	Iteration 16Q: 3 clusters Score -69746.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -69746.851562 Penalty: 697.753967
	Iteration 17F: 3 clusters Score -69746.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224863 members 
Entering Unmasked Estep 
Score: -6698469.000000 Penalty: 560.707764
	Iteration 0F: 2 clusters Score -6698469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112653 members 
Mstep: Class 2 contains 112210 members 
Entering Unmasked Estep 
Score: -6545301.500000 Penalty: 1121.415527
	Iteration 0F: 3 clusters Score -6545302 nChanged 110898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126171 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -6615051.500000 Penalty: 1121.415527
	Iteration 1F: 3 clusters Score -6615052 nChanged 11349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134578 members 
Mstep: Class 2 contains 90285 members 
Entering Unmasked Estep 
Score: -6619843.000000 Penalty: 1121.415527
	Iteration 2F: 3 clusters Score -6619843 nChanged 13454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146140 members 
Mstep: Class 2 contains 78723 members 
Entering Unmasked Estep 
Score: -6627422.500000 Penalty: 1121.415527
	Iteration 3F: 3 clusters Score -6627422 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 64253 members 
Entering Unmasked Estep 
Score: -6639138.500000 Penalty: 1121.415527
	Iteration 4F: 3 clusters Score -6639138 nChanged 16320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176330 members 
Mstep: Class 2 contains 48533 members 
Entering Unmasked Estep 
Score: -6653877.000000 Penalty: 1121.415527
	Iteration 5F: 3 clusters Score -6653877 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190398 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -6667804.500000 Penalty: 1121.415527
	Iteration 6F: 3 clusters Score -6667804 nChanged 10526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200642 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -6677913.000000 Penalty: 1121.415527
	Iteration 7Q: 3 clusters Score -6677913 nChanged 7007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207397 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -6683968.000000 Penalty: 1121.415527
	Iteration 8Q: 3 clusters Score -6683968 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212237 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -6687992.000000 Penalty: 1121.415527
	Iteration 9Q: 3 clusters Score -6687992 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215958 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -6691003.500000 Penalty: 1121.415527
	Iteration 10Q: 3 clusters Score -6691004 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218785 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -6693275.500000 Penalty: 1121.415527
	Iteration 11Q: 3 clusters Score -6693276 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220867 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -6694958.500000 Penalty: 1121.415527
	Iteration 12Q: 3 clusters Score -6694958 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222319 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -6696069.000000 Penalty: 1121.415527
	Iteration 13Q: 3 clusters Score -6696069 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223376 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6696933.500000 Penalty: 1121.415527
	Iteration 14Q: 3 clusters Score -6696934 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224058 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6697442.500000 Penalty: 1121.415527
	Iteration 15Q: 3 clusters Score -6697442 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224435 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6697703.500000 Penalty: 1121.415527
	Iteration 16Q: 3 clusters Score -6697704 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224607 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6697832.500000 Penalty: 1121.415527
	Iteration 17Q: 3 clusters Score -6697832 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224685 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6697877.500000 Penalty: 1121.415527
	Iteration 18Q: 3 clusters Score -6697878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224735 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6697913.000000 Penalty: 1121.415527
	Iteration 19Q: 3 clusters Score -6697913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224751 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -6697930.000000 Penalty: 1121.415527
	Iteration 20F: 3 clusters Score -6697930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -6697949.500000 Penalty: 1121.415527
	Iteration 21Q: 3 clusters Score -6697950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224768 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6697953.000000 Penalty: 1121.415527
	Iteration 22Q: 3 clusters Score -6697953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224775 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -6697961.000000 Penalty: 1121.415527
	Iteration 23Q: 3 clusters Score -6697961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224779 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -6697956.500000 Penalty: 1121.415527
	Iteration 24Q: 3 clusters Score -6697956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224782 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -6697962.000000 Penalty: 1121.415527
	Iteration 25Q: 3 clusters Score -6697962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224784 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -6697963.000000 Penalty: 1121.415527
	Iteration 26Q: 3 clusters Score -6697963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224786 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6697972.500000 Penalty: 1121.415527
	Iteration 27Q: 3 clusters Score -6697972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224786 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6697973.500000 Penalty: 1121.415527
	Iteration 28Q: 3 clusters Score -6697974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224785 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -6697977.500000 Penalty: 1121.415527
	Iteration 29Q: 3 clusters Score -6697978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224788 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6697984.000000 Penalty: 1121.415527
	Iteration 30Q: 3 clusters Score -6697984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224788 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6697986.000000 Penalty: 1121.415527
	Iteration 31Q: 3 clusters Score -6697986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224789 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6697985.500000 Penalty: 1121.415527
	Iteration 32Q: 3 clusters Score -6697986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224789 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6697985.500000 Penalty: 1121.415527
	Iteration 33F: 3 clusters Score -6697986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -73337.085938 Penalty: 350.280975
	Iteration 0F: 2 clusters Score -73337.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -71762.234375 Penalty: 700.561951
	Iteration 0F: 3 clusters Score -71762.23 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -72288.640625 Penalty: 700.561951
	Iteration 1F: 3 clusters Score -72288.64 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -72355.015625 Penalty: 700.561951
	Iteration 2F: 3 clusters Score -72355.02 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -72413.625000 Penalty: 700.561951
	Iteration 3Q: 3 clusters Score -72413.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -72497.484375 Penalty: 700.561951
	Iteration 4F: 3 clusters Score -72497.48 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -72595.914062 Penalty: 700.561951
	Iteration 5F: 3 clusters Score -72595.91 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -72684.359375 Penalty: 700.561951
	Iteration 6F: 3 clusters Score -72684.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -72757.507812 Penalty: 700.561951
	Iteration 7Q: 3 clusters Score -72757.51 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -72819.539062 Penalty: 700.561951
	Iteration 8Q: 3 clusters Score -72819.54 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -72880.796875 Penalty: 700.561951
	Iteration 9Q: 3 clusters Score -72880.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -72917.867188 Penalty: 700.561951
	Iteration 10Q: 3 clusters Score -72917.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -72947.000000 Penalty: 700.561951
	Iteration 11Q: 3 clusters Score -72947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -72976.523438 Penalty: 700.561951
	Iteration 12Q: 3 clusters Score -72976.52 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -72994.851562 Penalty: 700.561951
	Iteration 13Q: 3 clusters Score -72994.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -73002.906250 Penalty: 700.561951
	Iteration 14Q: 3 clusters Score -73002.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -73006.476562 Penalty: 700.561951
	Iteration 15Q: 3 clusters Score -73006.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -73008.796875 Penalty: 700.561951
	Iteration 16Q: 3 clusters Score -73008.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -73010.007812 Penalty: 700.561951
	Iteration 17Q: 3 clusters Score -73010.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -73010.531250 Penalty: 700.561951
	Iteration 18Q: 3 clusters Score -73010.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -73011.226562 Penalty: 700.561951
	Iteration 19Q: 3 clusters Score -73011.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -73011.429688 Penalty: 700.561951
	Iteration 20F: 3 clusters Score -73011.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -82754.617188 Penalty: 354.306976
	Iteration 0F: 2 clusters Score -82754.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -81063.500000 Penalty: 708.613953
	Iteration 0F: 3 clusters Score -81063.5 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -81587.632812 Penalty: 708.613953
	Iteration 1F: 3 clusters Score -81587.63 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -81640.773438 Penalty: 708.613953
	Iteration 2F: 3 clusters Score -81640.77 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -81679.632812 Penalty: 708.613953
	Iteration 3Q: 3 clusters Score -81679.63 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -81723.804688 Penalty: 708.613953
	Iteration 4Q: 3 clusters Score -81723.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -81775.976562 Penalty: 708.613953
	Iteration 5Q: 3 clusters Score -81775.98 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -81830.179688 Penalty: 708.613953
	Iteration 6Q: 3 clusters Score -81830.18 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -81880.632812 Penalty: 708.613953
	Iteration 7Q: 3 clusters Score -81880.63 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -81933.242188 Penalty: 708.613953
	Iteration 8Q: 3 clusters Score -81933.24 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -81984.031250 Penalty: 708.613953
	Iteration 9Q: 3 clusters Score -81984.03 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -82029.429688 Penalty: 708.613953
	Iteration 10Q: 3 clusters Score -82029.43 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -82090.007812 Penalty: 708.613953
	Iteration 11Q: 3 clusters Score -82090.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -82146.351562 Penalty: 708.613953
	Iteration 12Q: 3 clusters Score -82146.35 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -82190.500000 Penalty: 708.613953
	Iteration 13Q: 3 clusters Score -82190.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -82220.921875 Penalty: 708.613953
	Iteration 14Q: 3 clusters Score -82220.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -82247.500000 Penalty: 708.613953
	Iteration 15Q: 3 clusters Score -82247.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -82265.921875 Penalty: 708.613953
	Iteration 16Q: 3 clusters Score -82265.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -82273.125000 Penalty: 708.613953
	Iteration 17Q: 3 clusters Score -82273.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -82280.984375 Penalty: 708.613953
	Iteration 18Q: 3 clusters Score -82280.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -82288.250000 Penalty: 708.613953
	Iteration 19Q: 3 clusters Score -82288.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -82296.039062 Penalty: 708.613953
	Iteration 20F: 3 clusters Score -82296.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -82300.796875 Penalty: 708.613953
	Iteration 21Q: 3 clusters Score -82300.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -82304.960938 Penalty: 708.613953
	Iteration 22Q: 3 clusters Score -82304.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -82306.742188 Penalty: 708.613953
	Iteration 23Q: 3 clusters Score -82306.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -82310.000000 Penalty: 708.613953
	Iteration 24Q: 3 clusters Score -82310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -82311.070312 Penalty: 708.613953
	Iteration 25Q: 3 clusters Score -82311.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -82312.710938 Penalty: 708.613953
	Iteration 26Q: 3 clusters Score -82312.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -82313.523438 Penalty: 708.613953
	Iteration 27Q: 3 clusters Score -82313.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -82314.445312 Penalty: 708.613953
	Iteration 28Q: 3 clusters Score -82314.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -82314.843750 Penalty: 708.613953
	Iteration 29Q: 3 clusters Score -82314.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -82315.960938 Penalty: 708.613953
	Iteration 30Q: 3 clusters Score -82315.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -82317.859375 Penalty: 708.613953
	Iteration 31Q: 3 clusters Score -82317.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -82319.695312 Penalty: 708.613953
	Iteration 32Q: 3 clusters Score -82319.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -82321.335938 Penalty: 708.613953
	Iteration 33Q: 3 clusters Score -82321.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -82325.539062 Penalty: 708.613953
	Iteration 34Q: 3 clusters Score -82325.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -82329.773438 Penalty: 708.613953
	Iteration 35Q: 3 clusters Score -82329.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -82331.093750 Penalty: 708.613953
	Iteration 36Q: 3 clusters Score -82331.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -82332.570312 Penalty: 708.613953
	Iteration 37Q: 3 clusters Score -82332.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -82333.273438 Penalty: 708.613953
	Iteration 38Q: 3 clusters Score -82333.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82333.953125 Penalty: 708.613953
	Iteration 39Q: 3 clusters Score -82333.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -82335.320312 Penalty: 708.613953
	Iteration 40F: 3 clusters Score -82335.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -82336.234375 Penalty: 708.613953
	Iteration 41Q: 3 clusters Score -82336.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -82336.593750 Penalty: 708.613953
	Iteration 42Q: 3 clusters Score -82336.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -82336.937500 Penalty: 708.613953
	Iteration 43Q: 3 clusters Score -82336.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -82337.195312 Penalty: 708.613953
	Iteration 44Q: 3 clusters Score -82337.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82337.312500 Penalty: 708.613953
	Iteration 45Q: 3 clusters Score -82337.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -82337.312500 Penalty: 708.613953
	Iteration 46F: 3 clusters Score -82337.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Entering Unmasked Estep 
Score: -520484.031250 Penalty: 441.200287
	Iteration 0F: 2 clusters Score -520484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -509616.312500 Penalty: 882.400574
	Iteration 0F: 3 clusters Score -509616.3 nChanged 7638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -514584.125000 Penalty: 882.400574
	Iteration 1F: 3 clusters Score -514584.1 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -515498.031250 Penalty: 882.400574
	Iteration 2F: 3 clusters Score -515498 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -516638.250000 Penalty: 882.400574
	Iteration 3F: 3 clusters Score -516638.2 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -517838.843750 Penalty: 882.400574
	Iteration 4F: 3 clusters Score -517838.8 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -518790.687500 Penalty: 882.400574
	Iteration 5F: 3 clusters Score -518790.7 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -519309.937500 Penalty: 882.400574
	Iteration 6Q: 3 clusters Score -519309.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -519590.750000 Penalty: 882.400574
	Iteration 7Q: 3 clusters Score -519590.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -519751.062500 Penalty: 882.400574
	Iteration 8Q: 3 clusters Score -519751.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -519856.875000 Penalty: 882.400574
	Iteration 9Q: 3 clusters Score -519856.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -519927.187500 Penalty: 882.400574
	Iteration 10Q: 3 clusters Score -519927.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -519986.062500 Penalty: 882.400574
	Iteration 11Q: 3 clusters Score -519986.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -520034.812500 Penalty: 882.400574
	Iteration 12Q: 3 clusters Score -520034.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -520061.718750 Penalty: 882.400574
	Iteration 13Q: 3 clusters Score -520061.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -520076.156250 Penalty: 882.400574
	Iteration 14Q: 3 clusters Score -520076.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -520085.812500 Penalty: 882.400574
	Iteration 15Q: 3 clusters Score -520085.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15654 members 
Entering Unmasked Estep 
Score: -520094.781250 Penalty: 882.400574
	Iteration 16Q: 3 clusters Score -520094.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -520108.093750 Penalty: 882.400574
	Iteration 17Q: 3 clusters Score -520108.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -520119.750000 Penalty: 882.400574
	Iteration 18Q: 3 clusters Score -520119.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -520127.937500 Penalty: 882.400574
	Iteration 19Q: 3 clusters Score -520127.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -520136.250000 Penalty: 882.400574
	Iteration 20F: 3 clusters Score -520136.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -520142.343750 Penalty: 882.400574
	Iteration 21Q: 3 clusters Score -520142.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -520145.187500 Penalty: 882.400574
	Iteration 22Q: 3 clusters Score -520145.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -520151.343750 Penalty: 882.400574
	Iteration 23Q: 3 clusters Score -520151.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -520155.343750 Penalty: 882.400574
	Iteration 24Q: 3 clusters Score -520155.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -520161.375000 Penalty: 882.400574
	Iteration 25Q: 3 clusters Score -520161.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -520165.125000 Penalty: 882.400574
	Iteration 26Q: 3 clusters Score -520165.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -520170.656250 Penalty: 882.400574
	Iteration 27Q: 3 clusters Score -520170.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -520174.406250 Penalty: 882.400574
	Iteration 28Q: 3 clusters Score -520174.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -520175.000000 Penalty: 882.400574
	Iteration 29Q: 3 clusters Score -520175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -520181.625000 Penalty: 882.400574
	Iteration 30Q: 3 clusters Score -520181.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -520184.218750 Penalty: 882.400574
	Iteration 31Q: 3 clusters Score -520184.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -520185.406250 Penalty: 882.400574
	Iteration 32Q: 3 clusters Score -520185.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -520186.343750 Penalty: 882.400574
	Iteration 33Q: 3 clusters Score -520186.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -520188.718750 Penalty: 882.400574
	Iteration 34Q: 3 clusters Score -520188.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -520187.437500 Penalty: 882.400574
	Iteration 35Q: 3 clusters Score -520187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -520187.656250 Penalty: 882.400574
	Iteration 36Q: 3 clusters Score -520187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -520188.406250 Penalty: 882.400574
	Iteration 37Q: 3 clusters Score -520188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -520189.437500 Penalty: 882.400574
	Iteration 38Q: 3 clusters Score -520189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -520192.281250 Penalty: 882.400574
	Iteration 39Q: 3 clusters Score -520192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -520192.843750 Penalty: 882.400574
	Iteration 40F: 3 clusters Score -520192.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -520193.218750 Penalty: 882.400574
	Iteration 41Q: 3 clusters Score -520193.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -520192.687500 Penalty: 882.400574
	Iteration 42Q: 3 clusters Score -520192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -520194.062500 Penalty: 882.400574
	Iteration 43Q: 3 clusters Score -520194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -520194.718750 Penalty: 882.400574
	Iteration 44Q: 3 clusters Score -520194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -520194.718750 Penalty: 882.400574
	Iteration 45Q: 3 clusters Score -520194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -520194.500000 Penalty: 882.400574
	Iteration 46Q: 3 clusters Score -520194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -520194.593750 Penalty: 882.400574
	Iteration 47Q: 3 clusters Score -520194.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -520194.593750 Penalty: 882.400574
	Iteration 48F: 3 clusters Score -520194.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -46530.164062 Penalty: 339.687317
	Iteration 0F: 2 clusters Score -46530.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -45267.812500 Penalty: 679.374634
	Iteration 0F: 3 clusters Score -45267.81 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -45647.050781 Penalty: 679.374634
	Iteration 1F: 3 clusters Score -45647.05 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -45720.875000 Penalty: 679.374634
	Iteration 2F: 3 clusters Score -45720.88 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -45805.437500 Penalty: 679.374634
	Iteration 3F: 3 clusters Score -45805.44 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -45875.835938 Penalty: 679.374634
	Iteration 4F: 3 clusters Score -45875.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -45943.625000 Penalty: 679.374634
	Iteration 5F: 3 clusters Score -45943.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -46001.578125 Penalty: 679.374634
	Iteration 6Q: 3 clusters Score -46001.58 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -46044.710938 Penalty: 679.374634
	Iteration 7Q: 3 clusters Score -46044.71 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -46069.324219 Penalty: 679.374634
	Iteration 8Q: 3 clusters Score -46069.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -46084.707031 Penalty: 679.374634
	Iteration 9Q: 3 clusters Score -46084.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -46106.375000 Penalty: 679.374634
	Iteration 10Q: 3 clusters Score -46106.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -46124.832031 Penalty: 679.374634
	Iteration 11Q: 3 clusters Score -46124.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -46139.484375 Penalty: 679.374634
	Iteration 12Q: 3 clusters Score -46139.48 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -46155.464844 Penalty: 679.374634
	Iteration 13Q: 3 clusters Score -46155.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -46177.781250 Penalty: 679.374634
	Iteration 14Q: 3 clusters Score -46177.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46191.644531 Penalty: 679.374634
	Iteration 15Q: 3 clusters Score -46191.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -46202.414062 Penalty: 679.374634
	Iteration 16Q: 3 clusters Score -46202.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -46211.445312 Penalty: 679.374634
	Iteration 17Q: 3 clusters Score -46211.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -46220.398438 Penalty: 679.374634
	Iteration 18Q: 3 clusters Score -46220.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46227.242188 Penalty: 679.374634
	Iteration 19Q: 3 clusters Score -46227.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46232.480469 Penalty: 679.374634
	Iteration 20F: 3 clusters Score -46232.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46236.058594 Penalty: 679.374634
	Iteration 21Q: 3 clusters Score -46236.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46238.652344 Penalty: 679.374634
	Iteration 22Q: 3 clusters Score -46238.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46242.335938 Penalty: 679.374634
	Iteration 23Q: 3 clusters Score -46242.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46246.042969 Penalty: 679.374634
	Iteration 24Q: 3 clusters Score -46246.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -46249.726562 Penalty: 679.374634
	Iteration 25Q: 3 clusters Score -46249.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -46251.226562 Penalty: 679.374634
	Iteration 26Q: 3 clusters Score -46251.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46252.398438 Penalty: 679.374634
	Iteration 27Q: 3 clusters Score -46252.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46253.179688 Penalty: 679.374634
	Iteration 28Q: 3 clusters Score -46253.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46254.640625 Penalty: 679.374634
	Iteration 29Q: 3 clusters Score -46254.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46258.808594 Penalty: 679.374634
	Iteration 30Q: 3 clusters Score -46258.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46265.671875 Penalty: 679.374634
	Iteration 31Q: 3 clusters Score -46265.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46271.167969 Penalty: 679.374634
	Iteration 32Q: 3 clusters Score -46271.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46274.917969 Penalty: 679.374634
	Iteration 33Q: 3 clusters Score -46274.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46279.605469 Penalty: 679.374634
	Iteration 34Q: 3 clusters Score -46279.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46282.550781 Penalty: 679.374634
	Iteration 35Q: 3 clusters Score -46282.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -46285.371094 Penalty: 679.374634
	Iteration 36Q: 3 clusters Score -46285.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -46286.816406 Penalty: 679.374634
	Iteration 37Q: 3 clusters Score -46286.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46288.851562 Penalty: 679.374634
	Iteration 38Q: 3 clusters Score -46288.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46291.011719 Penalty: 679.374634
	Iteration 39Q: 3 clusters Score -46291.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46291.414062 Penalty: 679.374634
	Iteration 40F: 3 clusters Score -46291.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46291.636719 Penalty: 679.374634
	Iteration 41Q: 3 clusters Score -46291.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46291.636719 Penalty: 679.374634
	Iteration 42F: 3 clusters Score -46291.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -32142.019531 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -32142.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -31336.207031 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -31336.21 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31578.234375 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -31578.23 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -31620.343750 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -31620.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31643.648438 Penalty: 629.511230
	Iteration 3Q: 3 clusters Score -31643.65 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -31664.691406 Penalty: 629.511230
	Iteration 4Q: 3 clusters Score -31664.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -31680.066406 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -31680.07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -31693.884766 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -31693.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -31707.927734 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -31707.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -31722.642578 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -31722.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31734.345703 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -31734.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -31746.638672 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -31746.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -31758.931641 Penalty: 629.511230
	Iteration 11Q: 3 clusters Score -31758.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -31769.167969 Penalty: 629.511230
	Iteration 12Q: 3 clusters Score -31769.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -31780.734375 Penalty: 629.511230
	Iteration 13Q: 3 clusters Score -31780.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -31790.808594 Penalty: 629.511230
	Iteration 14Q: 3 clusters Score -31790.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -31795.742188 Penalty: 629.511230
	Iteration 15Q: 3 clusters Score -31795.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -31798.117188 Penalty: 629.511230
	Iteration 16Q: 3 clusters Score -31798.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -31800.666016 Penalty: 629.511230
	Iteration 17Q: 3 clusters Score -31800.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -31801.863281 Penalty: 629.511230
	Iteration 18Q: 3 clusters Score -31801.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -31802.541016 Penalty: 629.511230
	Iteration 19Q: 3 clusters Score -31802.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -31803.134766 Penalty: 629.511230
	Iteration 20F: 3 clusters Score -31803.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -31803.572266 Penalty: 629.511230
	Iteration 21Q: 3 clusters Score -31803.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -31803.625000 Penalty: 629.511230
	Iteration 22Q: 3 clusters Score -31803.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -31803.839844 Penalty: 629.511230
	Iteration 23Q: 3 clusters Score -31803.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -31803.941406 Penalty: 629.511230
	Iteration 24Q: 3 clusters Score -31803.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -31803.941406 Penalty: 629.511230
	Iteration 25F: 3 clusters Score -31803.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Entering Unmasked Estep 
Score: -1408350.375000 Penalty: 486.565125
	Iteration 0F: 2 clusters Score -1408350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1378792.250000 Penalty: 973.130249
	Iteration 0F: 3 clusters Score -1378792 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -1391076.250000 Penalty: 973.130249
	Iteration 1F: 3 clusters Score -1391076 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -1391622.250000 Penalty: 973.130249
	Iteration 2Q: 3 clusters Score -1391622 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1392311.000000 Penalty: 973.130249
	Iteration 3Q: 3 clusters Score -1392311 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -1393152.375000 Penalty: 973.130249
	Iteration 4Q: 3 clusters Score -1393152 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -1394192.000000 Penalty: 973.130249
	Iteration 5F: 3 clusters Score -1394192 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -1395543.875000 Penalty: 973.130249
	Iteration 6F: 3 clusters Score -1395544 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -1397333.625000 Penalty: 973.130249
	Iteration 7F: 3 clusters Score -1397334 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -1399519.375000 Penalty: 973.130249
	Iteration 8F: 3 clusters Score -1399519 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1401191.375000 Penalty: 973.130249
	Iteration 9F: 3 clusters Score -1401191 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -1401906.375000 Penalty: 973.130249
	Iteration 10Q: 3 clusters Score -1401906 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 26886 members 
Entering Unmasked Estep 
Score: -1402158.375000 Penalty: 973.130249
	Iteration 11Q: 3 clusters Score -1402158 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -1402315.375000 Penalty: 973.130249
	Iteration 12Q: 3 clusters Score -1402315 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 28029 members 
Entering Unmasked Estep 
Score: -1402481.875000 Penalty: 973.130249
	Iteration 13Q: 3 clusters Score -1402482 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -1402636.250000 Penalty: 973.130249
	Iteration 14Q: 3 clusters Score -1402636 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 29227 members 
Entering Unmasked Estep 
Score: -1402807.125000 Penalty: 973.130249
	Iteration 15Q: 3 clusters Score -1402807 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -1402993.625000 Penalty: 973.130249
	Iteration 16Q: 3 clusters Score -1402994 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -1403212.750000 Penalty: 973.130249
	Iteration 17Q: 3 clusters Score -1403213 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 31343 members 
Entering Unmasked Estep 
Score: -1403465.875000 Penalty: 973.130249
	Iteration 18Q: 3 clusters Score -1403466 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -1403712.750000 Penalty: 973.130249
	Iteration 19Q: 3 clusters Score -1403713 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -1403964.000000 Penalty: 973.130249
	Iteration 20F: 3 clusters Score -1403964 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -1404231.125000 Penalty: 973.130249
	Iteration 21Q: 3 clusters Score -1404231 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -1404483.125000 Penalty: 973.130249
	Iteration 22Q: 3 clusters Score -1404483 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -1404779.750000 Penalty: 973.130249
	Iteration 23Q: 3 clusters Score -1404780 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -1405071.250000 Penalty: 973.130249
	Iteration 24Q: 3 clusters Score -1405071 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 36622 members 
Entering Unmasked Estep 
Score: -1405347.750000 Penalty: 973.130249
	Iteration 25Q: 3 clusters Score -1405348 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -1405620.125000 Penalty: 973.130249
	Iteration 26Q: 3 clusters Score -1405620 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -1405889.625000 Penalty: 973.130249
	Iteration 27Q: 3 clusters Score -1405890 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -1406134.500000 Penalty: 973.130249
	Iteration 28Q: 3 clusters Score -1406134 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -1406344.625000 Penalty: 973.130249
	Iteration 29Q: 3 clusters Score -1406345 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 39621 members 
Entering Unmasked Estep 
Score: -1406520.250000 Penalty: 973.130249
	Iteration 30Q: 3 clusters Score -1406520 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -1406711.625000 Penalty: 973.130249
	Iteration 31Q: 3 clusters Score -1406712 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -1406884.750000 Penalty: 973.130249
	Iteration 32Q: 3 clusters Score -1406885 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -1407068.000000 Penalty: 973.130249
	Iteration 33Q: 3 clusters Score -1407068 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -1407207.375000 Penalty: 973.130249
	Iteration 34Q: 3 clusters Score -1407207 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -1407318.000000 Penalty: 973.130249
	Iteration 35Q: 3 clusters Score -1407318 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -1407430.250000 Penalty: 973.130249
	Iteration 36Q: 3 clusters Score -1407430 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -1407525.000000 Penalty: 973.130249
	Iteration 37Q: 3 clusters Score -1407525 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -1407608.750000 Penalty: 973.130249
	Iteration 38Q: 3 clusters Score -1407609 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -1407681.875000 Penalty: 973.130249
	Iteration 39Q: 3 clusters Score -1407682 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -1407754.375000 Penalty: 973.130249
	Iteration 40F: 3 clusters Score -1407754 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -1407827.125000 Penalty: 973.130249
	Iteration 41Q: 3 clusters Score -1407827 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -1407903.625000 Penalty: 973.130249
	Iteration 42Q: 3 clusters Score -1407904 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -1407950.750000 Penalty: 973.130249
	Iteration 43Q: 3 clusters Score -1407951 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -1407993.875000 Penalty: 973.130249
	Iteration 44Q: 3 clusters Score -1407994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -1408034.750000 Penalty: 973.130249
	Iteration 45Q: 3 clusters Score -1408035 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -1408055.875000 Penalty: 973.130249
	Iteration 46Q: 3 clusters Score -1408056 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -1408069.125000 Penalty: 973.130249
	Iteration 47Q: 3 clusters Score -1408069 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43389 members 
Entering Unmasked Estep 
Score: -1408087.500000 Penalty: 973.130249
	Iteration 48Q: 3 clusters Score -1408088 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -1408094.500000 Penalty: 973.130249
	Iteration 49Q: 3 clusters Score -1408094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -1408106.125000 Penalty: 973.130249
	Iteration 50Q: 3 clusters Score -1408106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -1408113.625000 Penalty: 973.130249
	Iteration 51Q: 3 clusters Score -1408114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -1408118.000000 Penalty: 973.130249
	Iteration 52Q: 3 clusters Score -1408118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -1408123.375000 Penalty: 973.130249
	Iteration 53Q: 3 clusters Score -1408123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -1408126.625000 Penalty: 973.130249
	Iteration 54Q: 3 clusters Score -1408127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -1408131.875000 Penalty: 973.130249
	Iteration 55Q: 3 clusters Score -1408132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -1408134.750000 Penalty: 973.130249
	Iteration 56Q: 3 clusters Score -1408135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -1408134.625000 Penalty: 973.130249
	Iteration 57Q: 3 clusters Score -1408135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -1408137.875000 Penalty: 973.130249
	Iteration 58Q: 3 clusters Score -1408138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -1408138.000000 Penalty: 973.130249
	Iteration 59Q: 3 clusters Score -1408138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -1408140.125000 Penalty: 973.130249
	Iteration 60F: 3 clusters Score -1408140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -1408139.250000 Penalty: 973.130249
	Iteration 61Q: 3 clusters Score -1408139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -1408138.875000 Penalty: 973.130249
	Iteration 62Q: 3 clusters Score -1408139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -1408140.250000 Penalty: 973.130249
	Iteration 63Q: 3 clusters Score -1408140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -1408138.625000 Penalty: 973.130249
	Iteration 64Q: 3 clusters Score -1408139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -1408138.625000 Penalty: 973.130249
	Iteration 65F: 3 clusters Score -1408139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -161699.359375 Penalty: 386.464264
	Iteration 0F: 2 clusters Score -161699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -158366.281250 Penalty: 772.928528
	Iteration 0F: 3 clusters Score -158366.3 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -159620.812500 Penalty: 772.928528
	Iteration 1F: 3 clusters Score -159620.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -159788.250000 Penalty: 772.928528
	Iteration 2F: 3 clusters Score -159788.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -159983.593750 Penalty: 772.928528
	Iteration 3F: 3 clusters Score -159983.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -160224.312500 Penalty: 772.928528
	Iteration 4F: 3 clusters Score -160224.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -160507.781250 Penalty: 772.928528
	Iteration 5F: 3 clusters Score -160507.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -160775.875000 Penalty: 772.928528
	Iteration 6F: 3 clusters Score -160775.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -160974.421875 Penalty: 772.928528
	Iteration 7Q: 3 clusters Score -160974.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -161108.750000 Penalty: 772.928528
	Iteration 8Q: 3 clusters Score -161108.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -161208.750000 Penalty: 772.928528
	Iteration 9Q: 3 clusters Score -161208.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -161260.656250 Penalty: 772.928528
	Iteration 10Q: 3 clusters Score -161260.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -161291.328125 Penalty: 772.928528
	Iteration 11Q: 3 clusters Score -161291.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -161313.218750 Penalty: 772.928528
	Iteration 12Q: 3 clusters Score -161313.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -161341.843750 Penalty: 772.928528
	Iteration 13Q: 3 clusters Score -161341.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -161355.156250 Penalty: 772.928528
	Iteration 14Q: 3 clusters Score -161355.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -161358.562500 Penalty: 772.928528
	Iteration 15Q: 3 clusters Score -161358.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -161358.968750 Penalty: 772.928528
	Iteration 16Q: 3 clusters Score -161359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -161359.593750 Penalty: 772.928528
	Iteration 17Q: 3 clusters Score -161359.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -161359.437500 Penalty: 772.928528
	Iteration 18Q: 3 clusters Score -161359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -161360.375000 Penalty: 772.928528
	Iteration 19Q: 3 clusters Score -161360.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -161360.375000 Penalty: 772.928528
	Iteration 20F: 3 clusters Score -161360.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -55281.816406 Penalty: 338.553406
	Iteration 0F: 2 clusters Score -55281.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -54020.503906 Penalty: 677.106812
	Iteration 0F: 3 clusters Score -54020.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -54415.390625 Penalty: 677.106812
	Iteration 1F: 3 clusters Score -54415.39 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -54500.941406 Penalty: 677.106812
	Iteration 2F: 3 clusters Score -54500.94 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -54569.195312 Penalty: 677.106812
	Iteration 3F: 3 clusters Score -54569.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -54645.652344 Penalty: 677.106812
	Iteration 4F: 3 clusters Score -54645.65 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -54734.675781 Penalty: 677.106812
	Iteration 5Q: 3 clusters Score -54734.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -54811.507812 Penalty: 677.106812
	Iteration 6Q: 3 clusters Score -54811.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -54872.480469 Penalty: 677.106812
	Iteration 7Q: 3 clusters Score -54872.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -54916.371094 Penalty: 677.106812
	Iteration 8Q: 3 clusters Score -54916.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -54936.484375 Penalty: 677.106812
	Iteration 9Q: 3 clusters Score -54936.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -54948.152344 Penalty: 677.106812
	Iteration 10Q: 3 clusters Score -54948.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -54959.035156 Penalty: 677.106812
	Iteration 11Q: 3 clusters Score -54959.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -54968.480469 Penalty: 677.106812
	Iteration 12Q: 3 clusters Score -54968.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -54972.464844 Penalty: 677.106812
	Iteration 13Q: 3 clusters Score -54972.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -54975.835938 Penalty: 677.106812
	Iteration 14Q: 3 clusters Score -54975.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -54978.179688 Penalty: 677.106812
	Iteration 15Q: 3 clusters Score -54978.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -54978.769531 Penalty: 677.106812
	Iteration 16Q: 3 clusters Score -54978.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -54978.839844 Penalty: 677.106812
	Iteration 17Q: 3 clusters Score -54978.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -54978.839844 Penalty: 677.106812
	Iteration 18F: 3 clusters Score -54978.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -157950.187500 Penalty: 383.390930
	Iteration 0F: 2 clusters Score -157950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -154896.718750 Penalty: 766.781860
	Iteration 0F: 3 clusters Score -154896.7 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -156009.046875 Penalty: 766.781860
	Iteration 1F: 3 clusters Score -156009 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -156148.265625 Penalty: 766.781860
	Iteration 2F: 3 clusters Score -156148.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -156298.687500 Penalty: 766.781860
	Iteration 3F: 3 clusters Score -156298.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -156516.375000 Penalty: 766.781860
	Iteration 4F: 3 clusters Score -156516.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -156762.750000 Penalty: 766.781860
	Iteration 5F: 3 clusters Score -156762.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -157025.734375 Penalty: 766.781860
	Iteration 6F: 3 clusters Score -157025.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157247.531250 Penalty: 766.781860
	Iteration 7F: 3 clusters Score -157247.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -157390.046875 Penalty: 766.781860
	Iteration 8Q: 3 clusters Score -157390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -157469.000000 Penalty: 766.781860
	Iteration 9Q: 3 clusters Score -157469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -157524.703125 Penalty: 766.781860
	Iteration 10Q: 3 clusters Score -157524.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -157558.078125 Penalty: 766.781860
	Iteration 11Q: 3 clusters Score -157558.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -157582.750000 Penalty: 766.781860
	Iteration 12Q: 3 clusters Score -157582.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -157597.062500 Penalty: 766.781860
	Iteration 13Q: 3 clusters Score -157597.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -157603.203125 Penalty: 766.781860
	Iteration 14Q: 3 clusters Score -157603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -157607.656250 Penalty: 766.781860
	Iteration 15Q: 3 clusters Score -157607.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -157610.750000 Penalty: 766.781860
	Iteration 16Q: 3 clusters Score -157610.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -157616.046875 Penalty: 766.781860
	Iteration 17Q: 3 clusters Score -157616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -157620.734375 Penalty: 766.781860
	Iteration 18Q: 3 clusters Score -157620.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -157623.609375 Penalty: 766.781860
	Iteration 19Q: 3 clusters Score -157623.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -157624.390625 Penalty: 766.781860
	Iteration 20F: 3 clusters Score -157624.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -157625.687500 Penalty: 766.781860
	Iteration 21Q: 3 clusters Score -157625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -157625.890625 Penalty: 766.781860
	Iteration 22Q: 3 clusters Score -157625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -157626.281250 Penalty: 766.781860
	Iteration 23Q: 3 clusters Score -157626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -157626.281250 Penalty: 766.781860
	Iteration 24F: 3 clusters Score -157626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Entering Unmasked Estep 
Score: -721958.000000 Penalty: 460.823547
	Iteration 0F: 2 clusters Score -721958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -705287.500000 Penalty: 921.647095
	Iteration 0F: 3 clusters Score -705287.5 nChanged 11965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -712566.437500 Penalty: 921.647095
	Iteration 1F: 3 clusters Score -712566.4 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -713647.875000 Penalty: 921.647095
	Iteration 2F: 3 clusters Score -713647.9 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -715412.250000 Penalty: 921.647095
	Iteration 3F: 3 clusters Score -715412.2 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -717517.125000 Penalty: 921.647095
	Iteration 4F: 3 clusters Score -717517.1 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -719350.000000 Penalty: 921.647095
	Iteration 5F: 3 clusters Score -719350 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -720772.875000 Penalty: 921.647095
	Iteration 6Q: 3 clusters Score -720772.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -721369.312500 Penalty: 921.647095
	Iteration 7Q: 3 clusters Score -721369.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -721589.875000 Penalty: 921.647095
	Iteration 8Q: 3 clusters Score -721589.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -721696.750000 Penalty: 921.647095
	Iteration 9Q: 3 clusters Score -721696.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -721758.750000 Penalty: 921.647095
	Iteration 10Q: 3 clusters Score -721758.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -721802.312500 Penalty: 921.647095
	Iteration 11Q: 3 clusters Score -721802.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -721820.000000 Penalty: 921.647095
	Iteration 12Q: 3 clusters Score -721820 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -721829.062500 Penalty: 921.647095
	Iteration 13Q: 3 clusters Score -721829.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -721833.312500 Penalty: 921.647095
	Iteration 14Q: 3 clusters Score -721833.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -721832.562500 Penalty: 921.647095
	Iteration 15Q: 3 clusters Score -721832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -721829.312500 Penalty: 921.647095
	Iteration 16Q: 3 clusters Score -721829.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -721830.812500 Penalty: 921.647095
	Iteration 17Q: 3 clusters Score -721830.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -721830.812500 Penalty: 921.647095
	Iteration 18Q: 3 clusters Score -721830.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -721831.625000 Penalty: 921.647095
	Iteration 19Q: 3 clusters Score -721831.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -721832.187500 Penalty: 921.647095
	Iteration 20F: 3 clusters Score -721832.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 21981 members 
Entering Unmasked Estep 
Score: -721834.000000 Penalty: 921.647095
	Iteration 21Q: 3 clusters Score -721834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -721834.187500 Penalty: 921.647095
	Iteration 22Q: 3 clusters Score -721834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -721834.000000 Penalty: 921.647095
	Iteration 23Q: 3 clusters Score -721834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -721834.750000 Penalty: 921.647095
	Iteration 24Q: 3 clusters Score -721834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -721835.875000 Penalty: 921.647095
	Iteration 25Q: 3 clusters Score -721835.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -721834.312500 Penalty: 921.647095
	Iteration 26Q: 3 clusters Score -721834.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -721833.500000 Penalty: 921.647095
	Iteration 27Q: 3 clusters Score -721833.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -721836.875000 Penalty: 921.647095
	Iteration 28Q: 3 clusters Score -721836.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -721838.187500 Penalty: 921.647095
	Iteration 29Q: 3 clusters Score -721838.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -721838.562500 Penalty: 921.647095
	Iteration 30Q: 3 clusters Score -721838.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21919 members 
Entering Unmasked Estep 
Score: -721838.375000 Penalty: 921.647095
	Iteration 31Q: 3 clusters Score -721838.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -721839.312500 Penalty: 921.647095
	Iteration 32Q: 3 clusters Score -721839.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 21917 members 
Entering Unmasked Estep 
Score: -721838.500000 Penalty: 921.647095
	Iteration 33Q: 3 clusters Score -721838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -721838.812500 Penalty: 921.647095
	Iteration 34Q: 3 clusters Score -721838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -721838.000000 Penalty: 921.647095
	Iteration 35Q: 3 clusters Score -721838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -721838.000000 Penalty: 921.647095
	Iteration 36F: 3 clusters Score -721838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -51390.851562 Penalty: 337.198334
	Iteration 0F: 2 clusters Score -51390.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -50179.410156 Penalty: 674.396667
	Iteration 0F: 3 clusters Score -50179.41 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -50549.351562 Penalty: 674.396667
	Iteration 1F: 3 clusters Score -50549.35 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -50647.550781 Penalty: 674.396667
	Iteration 2F: 3 clusters Score -50647.55 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -50732.460938 Penalty: 674.396667
	Iteration 3F: 3 clusters Score -50732.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -50819.082031 Penalty: 674.396667
	Iteration 4F: 3 clusters Score -50819.08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -50901.984375 Penalty: 674.396667
	Iteration 5F: 3 clusters Score -50901.98 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -50940.730469 Penalty: 674.396667
	Iteration 6Q: 3 clusters Score -50940.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -50958.101562 Penalty: 674.396667
	Iteration 7Q: 3 clusters Score -50958.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -50971.500000 Penalty: 674.396667
	Iteration 8Q: 3 clusters Score -50971.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -50982.250000 Penalty: 674.396667
	Iteration 9Q: 3 clusters Score -50982.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -50990.414062 Penalty: 674.396667
	Iteration 10Q: 3 clusters Score -50990.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -50997.378906 Penalty: 674.396667
	Iteration 11Q: 3 clusters Score -50997.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -51003.316406 Penalty: 674.396667
	Iteration 12Q: 3 clusters Score -51003.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -51006.175781 Penalty: 674.396667
	Iteration 13Q: 3 clusters Score -51006.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -51008.640625 Penalty: 674.396667
	Iteration 14Q: 3 clusters Score -51008.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -51012.128906 Penalty: 674.396667
	Iteration 15Q: 3 clusters Score -51012.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -51016.050781 Penalty: 674.396667
	Iteration 16Q: 3 clusters Score -51016.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -51024.054688 Penalty: 674.396667
	Iteration 17Q: 3 clusters Score -51024.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -51031.050781 Penalty: 674.396667
	Iteration 18Q: 3 clusters Score -51031.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -51034.707031 Penalty: 674.396667
	Iteration 19Q: 3 clusters Score -51034.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -51041.125000 Penalty: 674.396667
	Iteration 20F: 3 clusters Score -51041.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -51045.050781 Penalty: 674.396667
	Iteration 21Q: 3 clusters Score -51045.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -51046.855469 Penalty: 674.396667
	Iteration 22Q: 3 clusters Score -51046.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -51049.421875 Penalty: 674.396667
	Iteration 23Q: 3 clusters Score -51049.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -51050.664062 Penalty: 674.396667
	Iteration 24Q: 3 clusters Score -51050.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -51052.093750 Penalty: 674.396667
	Iteration 25Q: 3 clusters Score -51052.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -51055.167969 Penalty: 674.396667
	Iteration 26Q: 3 clusters Score -51055.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -51060.929688 Penalty: 674.396667
	Iteration 27Q: 3 clusters Score -51060.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -51064.210938 Penalty: 674.396667
	Iteration 28Q: 3 clusters Score -51064.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -51068.800781 Penalty: 674.396667
	Iteration 29Q: 3 clusters Score -51068.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -51073.351562 Penalty: 674.396667
	Iteration 30Q: 3 clusters Score -51073.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -51077.136719 Penalty: 674.396667
	Iteration 31Q: 3 clusters Score -51077.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -51081.082031 Penalty: 674.396667
	Iteration 32Q: 3 clusters Score -51081.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -51086.832031 Penalty: 674.396667
	Iteration 33Q: 3 clusters Score -51086.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -51094.238281 Penalty: 674.396667
	Iteration 34Q: 3 clusters Score -51094.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -51101.671875 Penalty: 674.396667
	Iteration 35Q: 3 clusters Score -51101.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -51109.242188 Penalty: 674.396667
	Iteration 36Q: 3 clusters Score -51109.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -51119.050781 Penalty: 674.396667
	Iteration 37Q: 3 clusters Score -51119.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -51123.207031 Penalty: 674.396667
	Iteration 38Q: 3 clusters Score -51123.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -51128.710938 Penalty: 674.396667
	Iteration 39Q: 3 clusters Score -51128.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -51132.914062 Penalty: 674.396667
	Iteration 40F: 3 clusters Score -51132.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -51136.378906 Penalty: 674.396667
	Iteration 41Q: 3 clusters Score -51136.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -51141.296875 Penalty: 674.396667
	Iteration 42Q: 3 clusters Score -51141.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -51145.210938 Penalty: 674.396667
	Iteration 43Q: 3 clusters Score -51145.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -51149.398438 Penalty: 674.396667
	Iteration 44Q: 3 clusters Score -51149.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -51157.046875 Penalty: 674.396667
	Iteration 45Q: 3 clusters Score -51157.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -51162.617188 Penalty: 674.396667
	Iteration 46Q: 3 clusters Score -51162.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -51167.402344 Penalty: 674.396667
	Iteration 47Q: 3 clusters Score -51167.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -51171.882812 Penalty: 674.396667
	Iteration 48Q: 3 clusters Score -51171.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -51177.199219 Penalty: 674.396667
	Iteration 49Q: 3 clusters Score -51177.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -51180.617188 Penalty: 674.396667
	Iteration 50Q: 3 clusters Score -51180.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -51182.722656 Penalty: 674.396667
	Iteration 51Q: 3 clusters Score -51182.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -51187.570312 Penalty: 674.396667
	Iteration 52Q: 3 clusters Score -51187.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -51193.015625 Penalty: 674.396667
	Iteration 53Q: 3 clusters Score -51193.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -51196.398438 Penalty: 674.396667
	Iteration 54Q: 3 clusters Score -51196.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -51199.925781 Penalty: 674.396667
	Iteration 55Q: 3 clusters Score -51199.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -51201.699219 Penalty: 674.396667
	Iteration 56Q: 3 clusters Score -51201.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -51203.339844 Penalty: 674.396667
	Iteration 57Q: 3 clusters Score -51203.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -51204.156250 Penalty: 674.396667
	Iteration 58Q: 3 clusters Score -51204.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -51205.242188 Penalty: 674.396667
	Iteration 59Q: 3 clusters Score -51205.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -51206.089844 Penalty: 674.396667
	Iteration 60F: 3 clusters Score -51206.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -51208.714844 Penalty: 674.396667
	Iteration 61Q: 3 clusters Score -51208.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -51212.003906 Penalty: 674.396667
	Iteration 62Q: 3 clusters Score -51212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -51213.656250 Penalty: 674.396667
	Iteration 63Q: 3 clusters Score -51213.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -51215.640625 Penalty: 674.396667
	Iteration 64Q: 3 clusters Score -51215.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -51217.113281 Penalty: 674.396667
	Iteration 65Q: 3 clusters Score -51217.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -51218.230469 Penalty: 674.396667
	Iteration 66Q: 3 clusters Score -51218.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -51220.445312 Penalty: 674.396667
	Iteration 67Q: 3 clusters Score -51220.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -51223.867188 Penalty: 674.396667
	Iteration 68Q: 3 clusters Score -51223.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -51226.101562 Penalty: 674.396667
	Iteration 69Q: 3 clusters Score -51226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -51227.363281 Penalty: 674.396667
	Iteration 70Q: 3 clusters Score -51227.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -51228.535156 Penalty: 674.396667
	Iteration 71Q: 3 clusters Score -51228.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -51229.007812 Penalty: 674.396667
	Iteration 72Q: 3 clusters Score -51229.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -51230.085938 Penalty: 674.396667
	Iteration 73Q: 3 clusters Score -51230.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -51230.867188 Penalty: 674.396667
	Iteration 74Q: 3 clusters Score -51230.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -51231.707031 Penalty: 674.396667
	Iteration 75Q: 3 clusters Score -51231.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -51232.667969 Penalty: 674.396667
	Iteration 76Q: 3 clusters Score -51232.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -51233.308594 Penalty: 674.396667
	Iteration 77Q: 3 clusters Score -51233.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -51233.738281 Penalty: 674.396667
	Iteration 78Q: 3 clusters Score -51233.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -51234.894531 Penalty: 674.396667
	Iteration 79Q: 3 clusters Score -51234.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -51236.496094 Penalty: 674.396667
	Iteration 80F: 3 clusters Score -51236.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -51237.527344 Penalty: 674.396667
	Iteration 81Q: 3 clusters Score -51237.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -51238.804688 Penalty: 674.396667
	Iteration 82Q: 3 clusters Score -51238.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -51240.742188 Penalty: 674.396667
	Iteration 83Q: 3 clusters Score -51240.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -51241.457031 Penalty: 674.396667
	Iteration 84Q: 3 clusters Score -51241.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -51242.472656 Penalty: 674.396667
	Iteration 85Q: 3 clusters Score -51242.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -51242.914062 Penalty: 674.396667
	Iteration 86Q: 3 clusters Score -51242.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -51243.007812 Penalty: 674.396667
	Iteration 87Q: 3 clusters Score -51243.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -51243.007812 Penalty: 674.396667
	Iteration 88F: 3 clusters Score -51243.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -54716.375000 Penalty: 336.922394
	Iteration 0F: 2 clusters Score -54716.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -53506.210938 Penalty: 673.844788
	Iteration 0F: 3 clusters Score -53506.21 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -53841.609375 Penalty: 673.844788
	Iteration 1F: 3 clusters Score -53841.61 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -53907.621094 Penalty: 673.844788
	Iteration 2F: 3 clusters Score -53907.62 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -53967.824219 Penalty: 673.844788
	Iteration 3F: 3 clusters Score -53967.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54026.667969 Penalty: 673.844788
	Iteration 4F: 3 clusters Score -54026.67 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -54084.816406 Penalty: 673.844788
	Iteration 5Q: 3 clusters Score -54084.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54159.343750 Penalty: 673.844788
	Iteration 6Q: 3 clusters Score -54159.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -54245.535156 Penalty: 673.844788
	Iteration 7F: 3 clusters Score -54245.54 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -54318.171875 Penalty: 673.844788
	Iteration 8Q: 3 clusters Score -54318.17 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -54365.183594 Penalty: 673.844788
	Iteration 9Q: 3 clusters Score -54365.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -54401.417969 Penalty: 673.844788
	Iteration 10Q: 3 clusters Score -54401.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -54436.625000 Penalty: 673.844788
	Iteration 11Q: 3 clusters Score -54436.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54470.062500 Penalty: 673.844788
	Iteration 12Q: 3 clusters Score -54470.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -54491.140625 Penalty: 673.844788
	Iteration 13Q: 3 clusters Score -54491.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54499.472656 Penalty: 673.844788
	Iteration 14Q: 3 clusters Score -54499.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54505.976562 Penalty: 673.844788
	Iteration 15Q: 3 clusters Score -54505.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54508.355469 Penalty: 673.844788
	Iteration 16Q: 3 clusters Score -54508.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54509.707031 Penalty: 673.844788
	Iteration 17Q: 3 clusters Score -54509.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54511.781250 Penalty: 673.844788
	Iteration 18Q: 3 clusters Score -54511.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54511.800781 Penalty: 673.844788
	Iteration 19Q: 3 clusters Score -54511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54511.800781 Penalty: 673.844788
	Iteration 20F: 3 clusters Score -54511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -31760.582031 Penalty: 311.244873
	Iteration 0F: 2 clusters Score -31760.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -30986.640625 Penalty: 622.489746
	Iteration 0F: 3 clusters Score -30986.64 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31209.777344 Penalty: 622.489746
	Iteration 1F: 3 clusters Score -31209.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -31244.654297 Penalty: 622.489746
	Iteration 2F: 3 clusters Score -31244.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -31275.257812 Penalty: 622.489746
	Iteration 3Q: 3 clusters Score -31275.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -31299.935547 Penalty: 622.489746
	Iteration 4Q: 3 clusters Score -31299.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -31320.537109 Penalty: 622.489746
	Iteration 5Q: 3 clusters Score -31320.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -31355.500000 Penalty: 622.489746
	Iteration 6Q: 3 clusters Score -31355.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -31377.728516 Penalty: 622.489746
	Iteration 7Q: 3 clusters Score -31377.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -31401.689453 Penalty: 622.489746
	Iteration 8Q: 3 clusters Score -31401.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31419.263672 Penalty: 622.489746
	Iteration 9Q: 3 clusters Score -31419.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -31432.021484 Penalty: 622.489746
	Iteration 10Q: 3 clusters Score -31432.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -31444.332031 Penalty: 622.489746
	Iteration 11Q: 3 clusters Score -31444.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -31451.304688 Penalty: 622.489746
	Iteration 12Q: 3 clusters Score -31451.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31458.794922 Penalty: 622.489746
	Iteration 13Q: 3 clusters Score -31458.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -31463.439453 Penalty: 622.489746
	Iteration 14Q: 3 clusters Score -31463.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -31466.455078 Penalty: 622.489746
	Iteration 15Q: 3 clusters Score -31466.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31469.748047 Penalty: 622.489746
	Iteration 16Q: 3 clusters Score -31469.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31469.939453 Penalty: 622.489746
	Iteration 17Q: 3 clusters Score -31469.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -31469.939453 Penalty: 622.489746
	Iteration 18F: 3 clusters Score -31469.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -6188.699707 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -6188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -5869.004395 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -5869.004 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -5964.204590 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -5964.205 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -5988.806152 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -5988.806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -5999.386230 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -5999.386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -6003.375488 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -6003.375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -6006.958496 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -6006.958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6007.311035 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -6007.311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -6007.311035 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -6007.311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -48269.359375 Penalty: 331.146210
	Iteration 0F: 2 clusters Score -48269.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -47198.683594 Penalty: 662.292419
	Iteration 0F: 3 clusters Score -47198.68 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -47476.183594 Penalty: 662.292419
	Iteration 1F: 3 clusters Score -47476.18 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -47528.925781 Penalty: 662.292419
	Iteration 2F: 3 clusters Score -47528.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -47577.000000 Penalty: 662.292419
	Iteration 3F: 3 clusters Score -47577 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -47621.648438 Penalty: 662.292419
	Iteration 4F: 3 clusters Score -47621.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -47651.265625 Penalty: 662.292419
	Iteration 5Q: 3 clusters Score -47651.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -47689.000000 Penalty: 662.292419
	Iteration 6Q: 3 clusters Score -47689 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -47732.820312 Penalty: 662.292419
	Iteration 7Q: 3 clusters Score -47732.82 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -47767.691406 Penalty: 662.292419
	Iteration 8Q: 3 clusters Score -47767.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -47800.542969 Penalty: 662.292419
	Iteration 9Q: 3 clusters Score -47800.54 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -47836.132812 Penalty: 662.292419
	Iteration 10Q: 3 clusters Score -47836.13 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -47878.246094 Penalty: 662.292419
	Iteration 11Q: 3 clusters Score -47878.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -47914.792969 Penalty: 662.292419
	Iteration 12Q: 3 clusters Score -47914.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -47937.992188 Penalty: 662.292419
	Iteration 13Q: 3 clusters Score -47937.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -47953.242188 Penalty: 662.292419
	Iteration 14Q: 3 clusters Score -47953.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -47966.511719 Penalty: 662.292419
	Iteration 15Q: 3 clusters Score -47966.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -47972.046875 Penalty: 662.292419
	Iteration 16Q: 3 clusters Score -47972.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -47973.125000 Penalty: 662.292419
	Iteration 17Q: 3 clusters Score -47973.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -47974.792969 Penalty: 662.292419
	Iteration 18Q: 3 clusters Score -47974.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -47977.554688 Penalty: 662.292419
	Iteration 19Q: 3 clusters Score -47977.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -47978.160156 Penalty: 662.292419
	Iteration 20F: 3 clusters Score -47978.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -47978.812500 Penalty: 662.292419
	Iteration 21Q: 3 clusters Score -47978.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -47978.812500 Penalty: 662.292419
	Iteration 22F: 3 clusters Score -47978.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -80406.304688 Penalty: 362.416534
	Iteration 0F: 2 clusters Score -80406.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -78382.851562 Penalty: 724.833069
	Iteration 0F: 3 clusters Score -78382.85 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -79206.609375 Penalty: 724.833069
	Iteration 1F: 3 clusters Score -79206.61 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -79420.742188 Penalty: 724.833069
	Iteration 2F: 3 clusters Score -79420.74 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -79638.562500 Penalty: 724.833069
	Iteration 3F: 3 clusters Score -79638.56 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -79834.062500 Penalty: 724.833069
	Iteration 4F: 3 clusters Score -79834.06 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -79995.375000 Penalty: 724.833069
	Iteration 5F: 3 clusters Score -79995.38 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -80116.960938 Penalty: 724.833069
	Iteration 6Q: 3 clusters Score -80116.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -80180.867188 Penalty: 724.833069
	Iteration 7Q: 3 clusters Score -80180.87 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -80217.882812 Penalty: 724.833069
	Iteration 8Q: 3 clusters Score -80217.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -80238.789062 Penalty: 724.833069
	Iteration 9Q: 3 clusters Score -80238.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -80248.210938 Penalty: 724.833069
	Iteration 10Q: 3 clusters Score -80248.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -80253.984375 Penalty: 724.833069
	Iteration 11Q: 3 clusters Score -80253.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -80258.328125 Penalty: 724.833069
	Iteration 12Q: 3 clusters Score -80258.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -80260.570312 Penalty: 724.833069
	Iteration 13Q: 3 clusters Score -80260.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -80261.250000 Penalty: 724.833069
	Iteration 14Q: 3 clusters Score -80261.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -80261.765625 Penalty: 724.833069
	Iteration 15Q: 3 clusters Score -80261.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -80262.445312 Penalty: 724.833069
	Iteration 16Q: 3 clusters Score -80262.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -80263.093750 Penalty: 724.833069
	Iteration 17Q: 3 clusters Score -80263.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -80263.460938 Penalty: 724.833069
	Iteration 18Q: 3 clusters Score -80263.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -80263.843750 Penalty: 724.833069
	Iteration 19Q: 3 clusters Score -80263.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -80264.218750 Penalty: 724.833069
	Iteration 20F: 3 clusters Score -80264.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (361813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361813 members 
Entering Unmasked Estep 
Score: -11434634.000000 Penalty: 582.349182
	Iteration 0F: 2 clusters Score -1.143463e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180497 members 
Mstep: Class 2 contains 181316 members 
Entering Unmasked Estep 
Score: -11187986.000000 Penalty: 1164.698364
	Iteration 0F: 3 clusters Score -1.118799e+07 nChanged 178653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151720 members 
Mstep: Class 2 contains 210093 members 
Entering Unmasked Estep 
Score: -11303110.000000 Penalty: 1164.698364
	Iteration 1F: 3 clusters Score -1.130311e+07 nChanged 17842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136056 members 
Mstep: Class 2 contains 225757 members 
Entering Unmasked Estep 
Score: -11311729.000000 Penalty: 1164.698364
	Iteration 2Q: 3 clusters Score -1.131173e+07 nChanged 23581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 248116 members 
Entering Unmasked Estep 
Score: -11326810.000000 Penalty: 1164.698364
	Iteration 3F: 3 clusters Score -1.132681e+07 nChanged 29122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85117 members 
Mstep: Class 2 contains 276696 members 
Entering Unmasked Estep 
Score: -11350183.000000 Penalty: 1164.698364
	Iteration 4F: 3 clusters Score -1.135018e+07 nChanged 30943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 307497 members 
Entering Unmasked Estep 
Score: -11379120.000000 Penalty: 1164.698364
	Iteration 5F: 3 clusters Score -1.137912e+07 nChanged 26433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 333918 members 
Entering Unmasked Estep 
Score: -11406136.000000 Penalty: 1164.698364
	Iteration 6F: 3 clusters Score -1.140614e+07 nChanged 16872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 350788 members 
Entering Unmasked Estep 
Score: -11423384.000000 Penalty: 1164.698364
	Iteration 7Q: 3 clusters Score -1.142338e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 358436 members 
Entering Unmasked Estep 
Score: -11430994.000000 Penalty: 1164.698364
	Iteration 8Q: 3 clusters Score -1.143099e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 360929 members 
Entering Unmasked Estep 
Score: -11433272.000000 Penalty: 1164.698364
	Iteration 9Q: 3 clusters Score -1.143327e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 361595 members 
Entering Unmasked Estep 
Score: -11433876.000000 Penalty: 1164.698364
	Iteration 10Q: 3 clusters Score -1.143388e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 361734 members 
Entering Unmasked Estep 
Score: -11434029.000000 Penalty: 1164.698364
	Iteration 11Q: 3 clusters Score -1.143403e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 361759 members 
Entering Unmasked Estep 
Score: -11434080.000000 Penalty: 1164.698364
	Iteration 12Q: 3 clusters Score -1.143408e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 361764 members 
Entering Unmasked Estep 
Score: -11434101.000000 Penalty: 1164.698364
	Iteration 13Q: 3 clusters Score -1.14341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 361764 members 
Entering Unmasked Estep 
Score: -11434110.000000 Penalty: 1164.698364
	Iteration 14Q: 3 clusters Score -1.143411e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 361764 members 
Entering Unmasked Estep 
Score: -11434115.000000 Penalty: 1164.698364
	Iteration 15Q: 3 clusters Score -1.143412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 361764 members 
Entering Unmasked Estep 
Score: -11434118.000000 Penalty: 1164.698364
	Iteration 16Q: 3 clusters Score -1.143412e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 361765 members 
Entering Unmasked Estep 
Score: -11434126.000000 Penalty: 1164.698364
	Iteration 17Q: 3 clusters Score -1.143413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 361764 members 
Entering Unmasked Estep 
Score: -11434128.000000 Penalty: 1164.698364
	Iteration 18Q: 3 clusters Score -1.143413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 361765 members 
Entering Unmasked Estep 
Score: -11434128.000000 Penalty: 1164.698364
	Iteration 19Q: 3 clusters Score -1.143413e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 361766 members 
Entering Unmasked Estep 
Score: -11434127.000000 Penalty: 1164.698364
	Iteration 20F: 3 clusters Score -1.143413e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497428.000000 Penalty: 12895.900391
Iteration 319Q: 22 clusters Score -2.149743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497430.000000 Penalty: 12895.900391
Iteration 320F: 22 clusters Score -2.149743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497430.000000 Penalty: 12895.900391
Iteration 321Q: 22 clusters Score -2.149743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497430.000000 Penalty: 12895.900391
Iteration 322Q: 22 clusters Score -2.149743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1450 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497438.000000 Penalty: 12895.900391
Iteration 323Q: 22 clusters Score -2.149744e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497430.000000 Penalty: 12895.900391
Iteration 324Q: 22 clusters Score -2.149743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497426.000000 Penalty: 12895.900391
Iteration 325Q: 22 clusters Score -2.149743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 224863 members 
Mstep: Class 5 contains 2205 members 
Mstep: Class 6 contains 2409 members 
Mstep: Class 7 contains 16264 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 44079 members 
Mstep: Class 11 contains 4884 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 4565 members 
Mstep: Class 14 contains 25034 members 
Mstep: Class 15 contains 1654 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 935 members 
Mstep: Class 18 contains 253 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 2879 members 
Mstep: Class 21 contains 361810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21497426.000000 Penalty: 12895.900391
Iteration 326F: 22 clusters Score -2.149743e+07 nChanged 0
Entering ConstructFrom: 
Score: -21497426.000000 Penalty: 12895.900391
Entering ConstructFrom: 
Trying to split cluster 1 (24130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Entering Unmasked Estep 
Score: -771730.750000 Penalty: 459.150116
	Iteration 0F: 2 clusters Score -771730.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -755635.500000 Penalty: 918.300232
	Iteration 0F: 3 clusters Score -755635.5 nChanged 11509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -762856.750000 Penalty: 918.300232
	Iteration 1F: 3 clusters Score -762856.8 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -764073.812500 Penalty: 918.300232
	Iteration 2F: 3 clusters Score -764073.8 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -766118.312500 Penalty: 918.300232
	Iteration 3F: 3 clusters Score -766118.3 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -768651.125000 Penalty: 918.300232
	Iteration 4F: 3 clusters Score -768651.1 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -770410.625000 Penalty: 918.300232
	Iteration 5F: 3 clusters Score -770410.6 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -771045.875000 Penalty: 918.300232
	Iteration 6Q: 3 clusters Score -771045.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -771237.437500 Penalty: 918.300232
	Iteration 7Q: 3 clusters Score -771237.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -771289.125000 Penalty: 918.300232
	Iteration 8Q: 3 clusters Score -771289.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -771302.562500 Penalty: 918.300232
	Iteration 9Q: 3 clusters Score -771302.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -771315.062500 Penalty: 918.300232
	Iteration 10Q: 3 clusters Score -771315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -771324.875000 Penalty: 918.300232
	Iteration 11Q: 3 clusters Score -771324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -771329.500000 Penalty: 918.300232
	Iteration 12Q: 3 clusters Score -771329.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -771329.500000 Penalty: 918.300232
	Iteration 13F: 3 clusters Score -771329.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Entering Unmasked Estep 
Score: -37514.886719 Penalty: 321.833771
	Iteration 0F: 2 clusters Score -37514.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -36619.484375 Penalty: 643.667542
	Iteration 0F: 3 clusters Score -36619.48 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -36887.304688 Penalty: 643.667542
	Iteration 1F: 3 clusters Score -36887.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -36942.480469 Penalty: 643.667542
	Iteration 2F: 3 clusters Score -36942.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36994.488281 Penalty: 643.667542
	Iteration 3F: 3 clusters Score -36994.49 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37032.613281 Penalty: 643.667542
	Iteration 4Q: 3 clusters Score -37032.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -37068.468750 Penalty: 643.667542
	Iteration 5Q: 3 clusters Score -37068.47 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37105.679688 Penalty: 643.667542
	Iteration 6Q: 3 clusters Score -37105.68 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -37139.750000 Penalty: 643.667542
	Iteration 7Q: 3 clusters Score -37139.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -37164.132812 Penalty: 643.667542
	Iteration 8Q: 3 clusters Score -37164.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -37186.703125 Penalty: 643.667542
	Iteration 9Q: 3 clusters Score -37186.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -37206.636719 Penalty: 643.667542
	Iteration 10Q: 3 clusters Score -37206.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -37227.527344 Penalty: 643.667542
	Iteration 11Q: 3 clusters Score -37227.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -37256.980469 Penalty: 643.667542
	Iteration 12Q: 3 clusters Score -37256.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -37281.613281 Penalty: 643.667542
	Iteration 13Q: 3 clusters Score -37281.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -37301.238281 Penalty: 643.667542
	Iteration 14Q: 3 clusters Score -37301.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37307.074219 Penalty: 643.667542
	Iteration 15Q: 3 clusters Score -37307.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37311.289062 Penalty: 643.667542
	Iteration 16Q: 3 clusters Score -37311.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37317.398438 Penalty: 643.667542
	Iteration 17Q: 3 clusters Score -37317.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -37318.476562 Penalty: 643.667542
	Iteration 18Q: 3 clusters Score -37318.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37318.679688 Penalty: 643.667542
	Iteration 19Q: 3 clusters Score -37318.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -37318.679688 Penalty: 643.667542
	Iteration 20F: 3 clusters Score -37318.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -69913.546875 Penalty: 348.898254
	Iteration 0F: 2 clusters Score -69913.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -68372.539062 Penalty: 697.796509
	Iteration 0F: 3 clusters Score -68372.54 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -68872.523438 Penalty: 697.796509
	Iteration 1F: 3 clusters Score -68872.52 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -68931.406250 Penalty: 697.796509
	Iteration 2F: 3 clusters Score -68931.41 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -68985.429688 Penalty: 697.796509
	Iteration 3Q: 3 clusters Score -68985.43 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -69041.632812 Penalty: 697.796509
	Iteration 4Q: 3 clusters Score -69041.63 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -69095.515625 Penalty: 697.796509
	Iteration 5Q: 3 clusters Score -69095.52 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -69158.601562 Penalty: 697.796509
	Iteration 6Q: 3 clusters Score -69158.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -69228.609375 Penalty: 697.796509
	Iteration 7Q: 3 clusters Score -69228.61 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -69322.148438 Penalty: 697.796509
	Iteration 8F: 3 clusters Score -69322.15 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -69415.734375 Penalty: 697.796509
	Iteration 9F: 3 clusters Score -69415.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -69505.453125 Penalty: 697.796509
	Iteration 10F: 3 clusters Score -69505.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -69586.484375 Penalty: 697.796509
	Iteration 11Q: 3 clusters Score -69586.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -69633.625000 Penalty: 697.796509
	Iteration 12Q: 3 clusters Score -69633.62 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -69675.765625 Penalty: 697.796509
	Iteration 13Q: 3 clusters Score -69675.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -69701.335938 Penalty: 697.796509
	Iteration 14Q: 3 clusters Score -69701.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -69714.773438 Penalty: 697.796509
	Iteration 15Q: 3 clusters Score -69714.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -69722.203125 Penalty: 697.796509
	Iteration 16Q: 3 clusters Score -69722.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -69726.312500 Penalty: 697.796509
	Iteration 17Q: 3 clusters Score -69726.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -69730.031250 Penalty: 697.796509
	Iteration 18Q: 3 clusters Score -69730.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -69735.109375 Penalty: 697.796509
	Iteration 19Q: 3 clusters Score -69735.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -69740.570312 Penalty: 697.796509
	Iteration 20F: 3 clusters Score -69740.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -69743.617188 Penalty: 697.796509
	Iteration 21Q: 3 clusters Score -69743.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -69745.484375 Penalty: 697.796509
	Iteration 22Q: 3 clusters Score -69745.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -69746.500000 Penalty: 697.796509
	Iteration 23Q: 3 clusters Score -69746.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -69747.875000 Penalty: 697.796509
	Iteration 24Q: 3 clusters Score -69747.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -69748.335938 Penalty: 697.796509
	Iteration 25Q: 3 clusters Score -69748.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -69749.890625 Penalty: 697.796509
	Iteration 26Q: 3 clusters Score -69749.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -69751.054688 Penalty: 697.796509
	Iteration 27Q: 3 clusters Score -69751.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -69751.781250 Penalty: 697.796509
	Iteration 28Q: 3 clusters Score -69751.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -69752.351562 Penalty: 697.796509
	Iteration 29Q: 3 clusters Score -69752.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -69752.351562 Penalty: 697.796509
	Iteration 30F: 3 clusters Score -69752.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (224863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224863 members 
Entering Unmasked Estep 
Score: -6698469.000000 Penalty: 560.707764
	Iteration 0F: 2 clusters Score -6698469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111854 members 
Mstep: Class 2 contains 113009 members 
Entering Unmasked Estep 
Score: -6545353.500000 Penalty: 1121.415527
	Iteration 0F: 3 clusters Score -6545354 nChanged 110826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 144367 members 
Entering Unmasked Estep 
Score: -6623803.000000 Penalty: 1121.415527
	Iteration 1F: 3 clusters Score -6623803 nChanged 15732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65648 members 
Mstep: Class 2 contains 159215 members 
Entering Unmasked Estep 
Score: -6634795.000000 Penalty: 1121.415527
	Iteration 2F: 3 clusters Score -6634795 nChanged 18223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 177118 members 
Entering Unmasked Estep 
Score: -6650685.000000 Penalty: 1121.415527
	Iteration 3F: 3 clusters Score -6650685 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 195159 members 
Entering Unmasked Estep 
Score: -6668932.000000 Penalty: 1121.415527
	Iteration 4F: 3 clusters Score -6668932 nChanged 14047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 209166 members 
Entering Unmasked Estep 
Score: -6683291.500000 Penalty: 1121.415527
	Iteration 5F: 3 clusters Score -6683292 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 217392 members 
Entering Unmasked Estep 
Score: -6691504.000000 Penalty: 1121.415527
	Iteration 6Q: 3 clusters Score -6691504 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -6695281.500000 Penalty: 1121.415527
	Iteration 7Q: 3 clusters Score -6695282 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 223348 members 
Entering Unmasked Estep 
Score: -6696894.500000 Penalty: 1121.415527
	Iteration 8Q: 3 clusters Score -6696894 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 224147 members 
Entering Unmasked Estep 
Score: -6697515.500000 Penalty: 1121.415527
	Iteration 9Q: 3 clusters Score -6697516 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 224485 members 
Entering Unmasked Estep 
Score: -6697773.500000 Penalty: 1121.415527
	Iteration 10Q: 3 clusters Score -6697774 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 224611 members 
Entering Unmasked Estep 
Score: -6697864.500000 Penalty: 1121.415527
	Iteration 11Q: 3 clusters Score -6697864 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 224668 members 
Entering Unmasked Estep 
Score: -6697908.500000 Penalty: 1121.415527
	Iteration 12Q: 3 clusters Score -6697908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 224697 members 
Entering Unmasked Estep 
Score: -6697932.500000 Penalty: 1121.415527
	Iteration 13Q: 3 clusters Score -6697932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 224710 members 
Entering Unmasked Estep 
Score: -6697942.500000 Penalty: 1121.415527
	Iteration 14Q: 3 clusters Score -6697942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 224721 members 
Entering Unmasked Estep 
Score: -6697954.500000 Penalty: 1121.415527
	Iteration 15Q: 3 clusters Score -6697954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 224730 members 
Entering Unmasked Estep 
Score: -6697965.000000 Penalty: 1121.415527
	Iteration 16Q: 3 clusters Score -6697965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224732 members 
Entering Unmasked Estep 
Score: -6697967.000000 Penalty: 1121.415527
	Iteration 17Q: 3 clusters Score -6697967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 224731 members 
Entering Unmasked Estep 
Score: -6697969.500000 Penalty: 1121.415527
	Iteration 18Q: 3 clusters Score -6697970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224732 members 
Entering Unmasked Estep 
Score: -6697973.000000 Penalty: 1121.415527
	Iteration 19Q: 3 clusters Score -6697973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224732 members 
Entering Unmasked Estep 
Score: -6697974.500000 Penalty: 1121.415527
	Iteration 20F: 3 clusters Score -6697974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 224732 members 
Entering Unmasked Estep 
Score: -6697972.500000 Penalty: 1121.415527
	Iteration 21Q: 3 clusters Score -6697972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 224733 members 
Entering Unmasked Estep 
Score: -6697972.500000 Penalty: 1121.415527
	Iteration 22Q: 3 clusters Score -6697972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 224735 members 
Entering Unmasked Estep 
Score: -6697974.000000 Penalty: 1121.415527
	Iteration 23Q: 3 clusters Score -6697974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 224737 members 
Entering Unmasked Estep 
Score: -6697978.500000 Penalty: 1121.415527
	Iteration 24Q: 3 clusters Score -6697978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 224741 members 
Entering Unmasked Estep 
Score: -6697978.500000 Penalty: 1121.415527
	Iteration 25Q: 3 clusters Score -6697978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 224742 members 
Entering Unmasked Estep 
Score: -6697979.000000 Penalty: 1121.415527
	Iteration 26Q: 3 clusters Score -6697979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 224742 members 
Entering Unmasked Estep 
Score: -6697979.000000 Penalty: 1121.415527
	Iteration 27F: 3 clusters Score -6697979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Entering Unmasked Estep 
Score: -73337.085938 Penalty: 350.280975
	Iteration 0F: 2 clusters Score -73337.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -71745.585938 Penalty: 700.561951
	Iteration 0F: 3 clusters Score -71745.59 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -72310.468750 Penalty: 700.561951
	Iteration 1F: 3 clusters Score -72310.47 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -72391.250000 Penalty: 700.561951
	Iteration 2F: 3 clusters Score -72391.25 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -72466.757812 Penalty: 700.561951
	Iteration 3F: 3 clusters Score -72466.76 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -72553.375000 Penalty: 700.561951
	Iteration 4F: 3 clusters Score -72553.38 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -72648.757812 Penalty: 700.561951
	Iteration 5Q: 3 clusters Score -72648.76 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -72736.437500 Penalty: 700.561951
	Iteration 6Q: 3 clusters Score -72736.44 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -72790.140625 Penalty: 700.561951
	Iteration 7Q: 3 clusters Score -72790.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -72831.023438 Penalty: 700.561951
	Iteration 8Q: 3 clusters Score -72831.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72864.781250 Penalty: 700.561951
	Iteration 9Q: 3 clusters Score -72864.78 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -72891.812500 Penalty: 700.561951
	Iteration 10Q: 3 clusters Score -72891.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72911.289062 Penalty: 700.561951
	Iteration 11Q: 3 clusters Score -72911.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72920.648438 Penalty: 700.561951
	Iteration 12Q: 3 clusters Score -72920.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72929.101562 Penalty: 700.561951
	Iteration 13Q: 3 clusters Score -72929.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72935.007812 Penalty: 700.561951
	Iteration 14Q: 3 clusters Score -72935.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -72939.460938 Penalty: 700.561951
	Iteration 15Q: 3 clusters Score -72939.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72944.593750 Penalty: 700.561951
	Iteration 16Q: 3 clusters Score -72944.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72948.695312 Penalty: 700.561951
	Iteration 17Q: 3 clusters Score -72948.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72958.406250 Penalty: 700.561951
	Iteration 18Q: 3 clusters Score -72958.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72965.437500 Penalty: 700.561951
	Iteration 19Q: 3 clusters Score -72965.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -72972.093750 Penalty: 700.561951
	Iteration 20F: 3 clusters Score -72972.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72975.867188 Penalty: 700.561951
	Iteration 21Q: 3 clusters Score -72975.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72977.757812 Penalty: 700.561951
	Iteration 22Q: 3 clusters Score -72977.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -72979.062500 Penalty: 700.561951
	Iteration 23Q: 3 clusters Score -72979.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -72980.054688 Penalty: 700.561951
	Iteration 24Q: 3 clusters Score -72980.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72980.593750 Penalty: 700.561951
	Iteration 25Q: 3 clusters Score -72980.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72982.195312 Penalty: 700.561951
	Iteration 26Q: 3 clusters Score -72982.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -72983.015625 Penalty: 700.561951
	Iteration 27Q: 3 clusters Score -72983.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72983.359375 Penalty: 700.561951
	Iteration 28Q: 3 clusters Score -72983.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72985.507812 Penalty: 700.561951
	Iteration 29Q: 3 clusters Score -72985.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72986.273438 Penalty: 700.561951
	Iteration 30Q: 3 clusters Score -72986.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72986.945312 Penalty: 700.561951
	Iteration 31Q: 3 clusters Score -72986.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72987.437500 Penalty: 700.561951
	Iteration 32Q: 3 clusters Score -72987.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72987.726562 Penalty: 700.561951
	Iteration 33Q: 3 clusters Score -72987.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72989.414062 Penalty: 700.561951
	Iteration 34Q: 3 clusters Score -72989.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72989.968750 Penalty: 700.561951
	Iteration 35Q: 3 clusters Score -72989.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72992.390625 Penalty: 700.561951
	Iteration 36Q: 3 clusters Score -72992.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72997.296875 Penalty: 700.561951
	Iteration 37Q: 3 clusters Score -72997.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -73001.234375 Penalty: 700.561951
	Iteration 38Q: 3 clusters Score -73001.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73002.492188 Penalty: 700.561951
	Iteration 39Q: 3 clusters Score -73002.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -73002.492188 Penalty: 700.561951
	Iteration 40F: 3 clusters Score -73002.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Entering Unmasked Estep 
Score: -82754.617188 Penalty: 354.306976
	Iteration 0F: 2 clusters Score -82754.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -81045.554688 Penalty: 708.613953
	Iteration 0F: 3 clusters Score -81045.55 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -81599.554688 Penalty: 708.613953
	Iteration 1F: 3 clusters Score -81599.55 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -81686.656250 Penalty: 708.613953
	Iteration 2F: 3 clusters Score -81686.66 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -81749.531250 Penalty: 708.613953
	Iteration 3F: 3 clusters Score -81749.53 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -81798.804688 Penalty: 708.613953
	Iteration 4Q: 3 clusters Score -81798.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -81847.031250 Penalty: 708.613953
	Iteration 5Q: 3 clusters Score -81847.03 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -81904.414062 Penalty: 708.613953
	Iteration 6Q: 3 clusters Score -81904.41 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -81959.820312 Penalty: 708.613953
	Iteration 7Q: 3 clusters Score -81959.82 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -82004.234375 Penalty: 708.613953
	Iteration 8Q: 3 clusters Score -82004.23 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -82042.960938 Penalty: 708.613953
	Iteration 9Q: 3 clusters Score -82042.96 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -82067.726562 Penalty: 708.613953
	Iteration 10Q: 3 clusters Score -82067.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -82085.570312 Penalty: 708.613953
	Iteration 11Q: 3 clusters Score -82085.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -82096.656250 Penalty: 708.613953
	Iteration 12Q: 3 clusters Score -82096.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -82109.312500 Penalty: 708.613953
	Iteration 13Q: 3 clusters Score -82109.31 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -82115.812500 Penalty: 708.613953
	Iteration 14Q: 3 clusters Score -82115.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -82119.625000 Penalty: 708.613953
	Iteration 15Q: 3 clusters Score -82119.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -82126.023438 Penalty: 708.613953
	Iteration 16Q: 3 clusters Score -82126.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -82138.820312 Penalty: 708.613953
	Iteration 17Q: 3 clusters Score -82138.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -82146.671875 Penalty: 708.613953
	Iteration 18Q: 3 clusters Score -82146.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -82152.367188 Penalty: 708.613953
	Iteration 19Q: 3 clusters Score -82152.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -82157.078125 Penalty: 708.613953
	Iteration 20F: 3 clusters Score -82157.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -82161.382812 Penalty: 708.613953
	Iteration 21Q: 3 clusters Score -82161.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -82164.851562 Penalty: 708.613953
	Iteration 22Q: 3 clusters Score -82164.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -82167.796875 Penalty: 708.613953
	Iteration 23Q: 3 clusters Score -82167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -82170.546875 Penalty: 708.613953
	Iteration 24Q: 3 clusters Score -82170.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -82175.031250 Penalty: 708.613953
	Iteration 25Q: 3 clusters Score -82175.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -82184.554688 Penalty: 708.613953
	Iteration 26Q: 3 clusters Score -82184.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -82191.828125 Penalty: 708.613953
	Iteration 27Q: 3 clusters Score -82191.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -82197.742188 Penalty: 708.613953
	Iteration 28Q: 3 clusters Score -82197.74 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -82203.476562 Penalty: 708.613953
	Iteration 29Q: 3 clusters Score -82203.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -82210.625000 Penalty: 708.613953
	Iteration 30Q: 3 clusters Score -82210.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -82218.898438 Penalty: 708.613953
	Iteration 31Q: 3 clusters Score -82218.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -82225.859375 Penalty: 708.613953
	Iteration 32Q: 3 clusters Score -82225.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -82233.164062 Penalty: 708.613953
	Iteration 33Q: 3 clusters Score -82233.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -82240.500000 Penalty: 708.613953
	Iteration 34Q: 3 clusters Score -82240.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -82249.078125 Penalty: 708.613953
	Iteration 35Q: 3 clusters Score -82249.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -82259.015625 Penalty: 708.613953
	Iteration 36Q: 3 clusters Score -82259.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -82264.671875 Penalty: 708.613953
	Iteration 37Q: 3 clusters Score -82264.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -82266.242188 Penalty: 708.613953
	Iteration 38Q: 3 clusters Score -82266.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -82267.710938 Penalty: 708.613953
	Iteration 39Q: 3 clusters Score -82267.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -82271.265625 Penalty: 708.613953
	Iteration 40F: 3 clusters Score -82271.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -82274.046875 Penalty: 708.613953
	Iteration 41Q: 3 clusters Score -82274.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -82275.648438 Penalty: 708.613953
	Iteration 42Q: 3 clusters Score -82275.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -82278.781250 Penalty: 708.613953
	Iteration 43Q: 3 clusters Score -82278.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -82280.546875 Penalty: 708.613953
	Iteration 44Q: 3 clusters Score -82280.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -82281.148438 Penalty: 708.613953
	Iteration 45Q: 3 clusters Score -82281.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -82282.484375 Penalty: 708.613953
	Iteration 46Q: 3 clusters Score -82282.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -82283.203125 Penalty: 708.613953
	Iteration 47Q: 3 clusters Score -82283.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -82283.937500 Penalty: 708.613953
	Iteration 48Q: 3 clusters Score -82283.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -82284.054688 Penalty: 708.613953
	Iteration 49Q: 3 clusters Score -82284.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -82284.296875 Penalty: 708.613953
	Iteration 50Q: 3 clusters Score -82284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -82284.359375 Penalty: 708.613953
	Iteration 51Q: 3 clusters Score -82284.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -82284.359375 Penalty: 708.613953
	Iteration 52F: 3 clusters Score -82284.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Entering Unmasked Estep 
Score: -520484.031250 Penalty: 441.200287
	Iteration 0F: 2 clusters Score -520484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -509617.562500 Penalty: 882.400574
	Iteration 0F: 3 clusters Score -509617.6 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -514003.000000 Penalty: 882.400574
	Iteration 1F: 3 clusters Score -514003 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -514165.281250 Penalty: 882.400574
	Iteration 2Q: 3 clusters Score -514165.3 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -514372.843750 Penalty: 882.400574
	Iteration 3Q: 3 clusters Score -514372.8 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -514627.093750 Penalty: 882.400574
	Iteration 4Q: 3 clusters Score -514627.1 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -514997.250000 Penalty: 882.400574
	Iteration 5Q: 3 clusters Score -514997.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -515573.343750 Penalty: 882.400574
	Iteration 6F: 3 clusters Score -515573.3 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -516396.656250 Penalty: 882.400574
	Iteration 7F: 3 clusters Score -516396.7 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -517410.812500 Penalty: 882.400574
	Iteration 8F: 3 clusters Score -517410.8 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -518140.218750 Penalty: 882.400574
	Iteration 9F: 3 clusters Score -518140.2 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -518540.687500 Penalty: 882.400574
	Iteration 10Q: 3 clusters Score -518540.7 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -518754.343750 Penalty: 882.400574
	Iteration 11Q: 3 clusters Score -518754.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -518879.562500 Penalty: 882.400574
	Iteration 12Q: 3 clusters Score -518879.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -518993.125000 Penalty: 882.400574
	Iteration 13Q: 3 clusters Score -518993.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -519105.812500 Penalty: 882.400574
	Iteration 14Q: 3 clusters Score -519105.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -519204.531250 Penalty: 882.400574
	Iteration 15Q: 3 clusters Score -519204.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -519289.218750 Penalty: 882.400574
	Iteration 16Q: 3 clusters Score -519289.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -519371.406250 Penalty: 882.400574
	Iteration 17Q: 3 clusters Score -519371.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -519437.812500 Penalty: 882.400574
	Iteration 18Q: 3 clusters Score -519437.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -519489.593750 Penalty: 882.400574
	Iteration 19Q: 3 clusters Score -519489.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -519536.937500 Penalty: 882.400574
	Iteration 20F: 3 clusters Score -519536.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -519578.625000 Penalty: 882.400574
	Iteration 21Q: 3 clusters Score -519578.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -519623.718750 Penalty: 882.400574
	Iteration 22Q: 3 clusters Score -519623.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -519663.281250 Penalty: 882.400574
	Iteration 23Q: 3 clusters Score -519663.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -519702.000000 Penalty: 882.400574
	Iteration 24Q: 3 clusters Score -519702 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -519741.937500 Penalty: 882.400574
	Iteration 25Q: 3 clusters Score -519741.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -519782.625000 Penalty: 882.400574
	Iteration 26Q: 3 clusters Score -519782.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -519819.218750 Penalty: 882.400574
	Iteration 27Q: 3 clusters Score -519819.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -519868.031250 Penalty: 882.400574
	Iteration 28Q: 3 clusters Score -519868 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -519912.500000 Penalty: 882.400574
	Iteration 29Q: 3 clusters Score -519912.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -519946.281250 Penalty: 882.400574
	Iteration 30Q: 3 clusters Score -519946.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -519976.031250 Penalty: 882.400574
	Iteration 31Q: 3 clusters Score -519976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -520005.718750 Penalty: 882.400574
	Iteration 32Q: 3 clusters Score -520005.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -520029.750000 Penalty: 882.400574
	Iteration 33Q: 3 clusters Score -520029.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -520055.718750 Penalty: 882.400574
	Iteration 34Q: 3 clusters Score -520055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -520076.031250 Penalty: 882.400574
	Iteration 35Q: 3 clusters Score -520076 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -520089.843750 Penalty: 882.400574
	Iteration 36Q: 3 clusters Score -520089.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -520101.656250 Penalty: 882.400574
	Iteration 37Q: 3 clusters Score -520101.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -520110.375000 Penalty: 882.400574
	Iteration 38Q: 3 clusters Score -520110.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -520121.250000 Penalty: 882.400574
	Iteration 39Q: 3 clusters Score -520121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -520131.062500 Penalty: 882.400574
	Iteration 40F: 3 clusters Score -520131.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -520138.281250 Penalty: 882.400574
	Iteration 41Q: 3 clusters Score -520138.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -520146.031250 Penalty: 882.400574
	Iteration 42Q: 3 clusters Score -520146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -520150.156250 Penalty: 882.400574
	Iteration 43Q: 3 clusters Score -520150.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -520151.281250 Penalty: 882.400574
	Iteration 44Q: 3 clusters Score -520151.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -520153.218750 Penalty: 882.400574
	Iteration 45Q: 3 clusters Score -520153.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -520154.968750 Penalty: 882.400574
	Iteration 46Q: 3 clusters Score -520155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -520155.937500 Penalty: 882.400574
	Iteration 47Q: 3 clusters Score -520155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -520156.750000 Penalty: 882.400574
	Iteration 48Q: 3 clusters Score -520156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -520157.343750 Penalty: 882.400574
	Iteration 49Q: 3 clusters Score -520157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -520157.500000 Penalty: 882.400574
	Iteration 50Q: 3 clusters Score -520157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -520157.531250 Penalty: 882.400574
	Iteration 51Q: 3 clusters Score -520157.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -520157.750000 Penalty: 882.400574
	Iteration 52Q: 3 clusters Score -520157.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -520159.218750 Penalty: 882.400574
	Iteration 53Q: 3 clusters Score -520159.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -520159.656250 Penalty: 882.400574
	Iteration 54Q: 3 clusters Score -520159.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -520160.468750 Penalty: 882.400574
	Iteration 55Q: 3 clusters Score -520160.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -520161.156250 Penalty: 882.400574
	Iteration 56Q: 3 clusters Score -520161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -520160.625000 Penalty: 882.400574
	Iteration 57Q: 3 clusters Score -520160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -520160.812500 Penalty: 882.400574
	Iteration 58Q: 3 clusters Score -520160.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -520161.156250 Penalty: 882.400574
	Iteration 59Q: 3 clusters Score -520161.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -520161.156250 Penalty: 882.400574
	Iteration 60F: 3 clusters Score -520161.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -46530.164062 Penalty: 339.687317
	Iteration 0F: 2 clusters Score -46530.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -45227.968750 Penalty: 679.374634
	Iteration 0F: 3 clusters Score -45227.97 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -45631.632812 Penalty: 679.374634
	Iteration 1F: 3 clusters Score -45631.63 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -45715.476562 Penalty: 679.374634
	Iteration 2F: 3 clusters Score -45715.48 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -45777.457031 Penalty: 679.374634
	Iteration 3F: 3 clusters Score -45777.46 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -45813.453125 Penalty: 679.374634
	Iteration 4Q: 3 clusters Score -45813.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -45840.496094 Penalty: 679.374634
	Iteration 5Q: 3 clusters Score -45840.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -45868.980469 Penalty: 679.374634
	Iteration 6Q: 3 clusters Score -45868.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -45895.332031 Penalty: 679.374634
	Iteration 7Q: 3 clusters Score -45895.33 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -45920.726562 Penalty: 679.374634
	Iteration 8Q: 3 clusters Score -45920.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -45945.113281 Penalty: 679.374634
	Iteration 9Q: 3 clusters Score -45945.11 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -45969.675781 Penalty: 679.374634
	Iteration 10Q: 3 clusters Score -45969.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -45985.308594 Penalty: 679.374634
	Iteration 11Q: 3 clusters Score -45985.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -46003.652344 Penalty: 679.374634
	Iteration 12Q: 3 clusters Score -46003.65 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -46023.070312 Penalty: 679.374634
	Iteration 13Q: 3 clusters Score -46023.07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -46041.445312 Penalty: 679.374634
	Iteration 14Q: 3 clusters Score -46041.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -46055.707031 Penalty: 679.374634
	Iteration 15Q: 3 clusters Score -46055.71 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -46065.625000 Penalty: 679.374634
	Iteration 16Q: 3 clusters Score -46065.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -46073.828125 Penalty: 679.374634
	Iteration 17Q: 3 clusters Score -46073.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -46079.417969 Penalty: 679.374634
	Iteration 18Q: 3 clusters Score -46079.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -46082.308594 Penalty: 679.374634
	Iteration 19Q: 3 clusters Score -46082.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -46083.113281 Penalty: 679.374634
	Iteration 20F: 3 clusters Score -46083.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -46083.332031 Penalty: 679.374634
	Iteration 21Q: 3 clusters Score -46083.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -46083.414062 Penalty: 679.374634
	Iteration 22Q: 3 clusters Score -46083.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -46083.414062 Penalty: 679.374634
	Iteration 23F: 3 clusters Score -46083.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Entering Unmasked Estep 
Score: -32142.019531 Penalty: 314.755615
	Iteration 0F: 2 clusters Score -32142.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -31342.878906 Penalty: 629.511230
	Iteration 0F: 3 clusters Score -31342.88 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -31558.765625 Penalty: 629.511230
	Iteration 1F: 3 clusters Score -31558.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -31592.019531 Penalty: 629.511230
	Iteration 2F: 3 clusters Score -31592.02 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -31603.585938 Penalty: 629.511230
	Iteration 3Q: 3 clusters Score -31603.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -31608.074219 Penalty: 629.511230
	Iteration 4Q: 3 clusters Score -31608.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -31611.427734 Penalty: 629.511230
	Iteration 5Q: 3 clusters Score -31611.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -31614.716797 Penalty: 629.511230
	Iteration 6Q: 3 clusters Score -31614.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -31616.693359 Penalty: 629.511230
	Iteration 7Q: 3 clusters Score -31616.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -31617.527344 Penalty: 629.511230
	Iteration 8Q: 3 clusters Score -31617.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -31617.830078 Penalty: 629.511230
	Iteration 9Q: 3 clusters Score -31617.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -31618.154297 Penalty: 629.511230
	Iteration 10Q: 3 clusters Score -31618.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -31618.154297 Penalty: 629.511230
	Iteration 11F: 3 clusters Score -31618.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (44079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44079 members 
Entering Unmasked Estep 
Score: -1408350.375000 Penalty: 486.565125
	Iteration 0F: 2 clusters Score -1408350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -1378758.625000 Penalty: 973.130249
	Iteration 0F: 3 clusters Score -1378759 nChanged 21351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -1391665.625000 Penalty: 973.130249
	Iteration 1F: 3 clusters Score -1391666 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1392617.250000 Penalty: 973.130249
	Iteration 2F: 3 clusters Score -1392617 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -1394068.125000 Penalty: 973.130249
	Iteration 3F: 3 clusters Score -1394068 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -1396052.500000 Penalty: 973.130249
	Iteration 4F: 3 clusters Score -1396052 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1398426.500000 Penalty: 973.130249
	Iteration 5F: 3 clusters Score -1398426 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30310 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1400835.500000 Penalty: 973.130249
	Iteration 6F: 3 clusters Score -1400836 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -1402433.125000 Penalty: 973.130249
	Iteration 7F: 3 clusters Score -1402433 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1403135.375000 Penalty: 973.130249
	Iteration 8Q: 3 clusters Score -1403135 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33280 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -1403629.750000 Penalty: 973.130249
	Iteration 9Q: 3 clusters Score -1403630 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1404073.375000 Penalty: 973.130249
	Iteration 10Q: 3 clusters Score -1404073 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1404456.625000 Penalty: 973.130249
	Iteration 11Q: 3 clusters Score -1404457 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1404810.875000 Penalty: 973.130249
	Iteration 12Q: 3 clusters Score -1404811 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1405147.875000 Penalty: 973.130249
	Iteration 13Q: 3 clusters Score -1405148 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1405469.500000 Penalty: 973.130249
	Iteration 14Q: 3 clusters Score -1405470 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1405713.375000 Penalty: 973.130249
	Iteration 15Q: 3 clusters Score -1405713 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1405939.500000 Penalty: 973.130249
	Iteration 16Q: 3 clusters Score -1405940 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1406153.125000 Penalty: 973.130249
	Iteration 17Q: 3 clusters Score -1406153 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1406348.125000 Penalty: 973.130249
	Iteration 18Q: 3 clusters Score -1406348 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1406506.375000 Penalty: 973.130249
	Iteration 19Q: 3 clusters Score -1406506 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1406658.375000 Penalty: 973.130249
	Iteration 20F: 3 clusters Score -1406658 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1406811.000000 Penalty: 973.130249
	Iteration 21Q: 3 clusters Score -1406811 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1406934.375000 Penalty: 973.130249
	Iteration 22Q: 3 clusters Score -1406934 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41223 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1407061.625000 Penalty: 973.130249
	Iteration 23Q: 3 clusters Score -1407062 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1407181.375000 Penalty: 973.130249
	Iteration 24Q: 3 clusters Score -1407181 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1407286.625000 Penalty: 973.130249
	Iteration 25Q: 3 clusters Score -1407287 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1407393.625000 Penalty: 973.130249
	Iteration 26Q: 3 clusters Score -1407394 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1407498.125000 Penalty: 973.130249
	Iteration 27Q: 3 clusters Score -1407498 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1407585.500000 Penalty: 973.130249
	Iteration 28Q: 3 clusters Score -1407586 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1407676.375000 Penalty: 973.130249
	Iteration 29Q: 3 clusters Score -1407676 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1407757.125000 Penalty: 973.130249
	Iteration 30Q: 3 clusters Score -1407757 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1407844.000000 Penalty: 973.130249
	Iteration 31Q: 3 clusters Score -1407844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1407913.500000 Penalty: 973.130249
	Iteration 32Q: 3 clusters Score -1407914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1407982.250000 Penalty: 973.130249
	Iteration 33Q: 3 clusters Score -1407982 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1408033.875000 Penalty: 973.130249
	Iteration 34Q: 3 clusters Score -1408034 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1408062.000000 Penalty: 973.130249
	Iteration 35Q: 3 clusters Score -1408062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1408087.750000 Penalty: 973.130249
	Iteration 36Q: 3 clusters Score -1408088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1408105.375000 Penalty: 973.130249
	Iteration 37Q: 3 clusters Score -1408105 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1408115.750000 Penalty: 973.130249
	Iteration 38Q: 3 clusters Score -1408116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1408118.750000 Penalty: 973.130249
	Iteration 39Q: 3 clusters Score -1408119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1408121.250000 Penalty: 973.130249
	Iteration 40F: 3 clusters Score -1408121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43606 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1408121.250000 Penalty: 973.130249
	Iteration 41Q: 3 clusters Score -1408121 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1408125.125000 Penalty: 973.130249
	Iteration 42Q: 3 clusters Score -1408125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1408125.375000 Penalty: 973.130249
	Iteration 43Q: 3 clusters Score -1408125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1408129.750000 Penalty: 973.130249
	Iteration 44Q: 3 clusters Score -1408130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1408134.625000 Penalty: 973.130249
	Iteration 45Q: 3 clusters Score -1408135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1408139.125000 Penalty: 973.130249
	Iteration 46Q: 3 clusters Score -1408139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1408142.000000 Penalty: 973.130249
	Iteration 47Q: 3 clusters Score -1408142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1408142.000000 Penalty: 973.130249
	Iteration 48Q: 3 clusters Score -1408142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1408142.000000 Penalty: 973.130249
	Iteration 49F: 3 clusters Score -1408142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Entering Unmasked Estep 
Score: -161699.359375 Penalty: 386.464264
	Iteration 0F: 2 clusters Score -161699.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -158373.671875 Penalty: 772.928528
	Iteration 0F: 3 clusters Score -158373.7 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -159592.671875 Penalty: 772.928528
	Iteration 1F: 3 clusters Score -159592.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -159731.687500 Penalty: 772.928528
	Iteration 2F: 3 clusters Score -159731.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -159888.906250 Penalty: 772.928528
	Iteration 3F: 3 clusters Score -159888.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -160058.546875 Penalty: 772.928528
	Iteration 4F: 3 clusters Score -160058.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -160261.140625 Penalty: 772.928528
	Iteration 5F: 3 clusters Score -160261.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -160545.890625 Penalty: 772.928528
	Iteration 6F: 3 clusters Score -160545.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -160848.218750 Penalty: 772.928528
	Iteration 7F: 3 clusters Score -160848.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161055.453125 Penalty: 772.928528
	Iteration 8Q: 3 clusters Score -161055.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -161186.906250 Penalty: 772.928528
	Iteration 9Q: 3 clusters Score -161186.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -161267.468750 Penalty: 772.928528
	Iteration 10Q: 3 clusters Score -161267.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -161313.593750 Penalty: 772.928528
	Iteration 11Q: 3 clusters Score -161313.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -161335.328125 Penalty: 772.928528
	Iteration 12Q: 3 clusters Score -161335.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -161347.390625 Penalty: 772.928528
	Iteration 13Q: 3 clusters Score -161347.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -161355.093750 Penalty: 772.928528
	Iteration 14Q: 3 clusters Score -161355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -161361.640625 Penalty: 772.928528
	Iteration 15Q: 3 clusters Score -161361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -161363.796875 Penalty: 772.928528
	Iteration 16Q: 3 clusters Score -161363.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -161366.593750 Penalty: 772.928528
	Iteration 17Q: 3 clusters Score -161366.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -161367.765625 Penalty: 772.928528
	Iteration 18Q: 3 clusters Score -161367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -161368.453125 Penalty: 772.928528
	Iteration 19Q: 3 clusters Score -161368.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -161368.453125 Penalty: 772.928528
	Iteration 20F: 3 clusters Score -161368.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Entering Unmasked Estep 
Score: -55281.816406 Penalty: 338.553406
	Iteration 0F: 2 clusters Score -55281.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -54005.839844 Penalty: 677.106812
	Iteration 0F: 3 clusters Score -54005.84 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -54418.835938 Penalty: 677.106812
	Iteration 1F: 3 clusters Score -54418.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -54491.406250 Penalty: 677.106812
	Iteration 2F: 3 clusters Score -54491.41 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -54544.300781 Penalty: 677.106812
	Iteration 3F: 3 clusters Score -54544.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -54593.828125 Penalty: 677.106812
	Iteration 4F: 3 clusters Score -54593.83 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -54623.246094 Penalty: 677.106812
	Iteration 5Q: 3 clusters Score -54623.25 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -54655.578125 Penalty: 677.106812
	Iteration 6Q: 3 clusters Score -54655.58 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -54693.402344 Penalty: 677.106812
	Iteration 7Q: 3 clusters Score -54693.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -54725.613281 Penalty: 677.106812
	Iteration 8Q: 3 clusters Score -54725.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -54746.988281 Penalty: 677.106812
	Iteration 9Q: 3 clusters Score -54746.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -54776.269531 Penalty: 677.106812
	Iteration 10Q: 3 clusters Score -54776.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -54802.878906 Penalty: 677.106812
	Iteration 11Q: 3 clusters Score -54802.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -54824.082031 Penalty: 677.106812
	Iteration 12Q: 3 clusters Score -54824.08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -54840.261719 Penalty: 677.106812
	Iteration 13Q: 3 clusters Score -54840.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -54861.304688 Penalty: 677.106812
	Iteration 14Q: 3 clusters Score -54861.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -54872.648438 Penalty: 677.106812
	Iteration 15Q: 3 clusters Score -54872.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -54889.140625 Penalty: 677.106812
	Iteration 16Q: 3 clusters Score -54889.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -54902.042969 Penalty: 677.106812
	Iteration 17Q: 3 clusters Score -54902.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -54908.707031 Penalty: 677.106812
	Iteration 18Q: 3 clusters Score -54908.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -54916.789062 Penalty: 677.106812
	Iteration 19Q: 3 clusters Score -54916.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -54920.640625 Penalty: 677.106812
	Iteration 20F: 3 clusters Score -54920.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -54924.453125 Penalty: 677.106812
	Iteration 21Q: 3 clusters Score -54924.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -54934.625000 Penalty: 677.106812
	Iteration 22Q: 3 clusters Score -54934.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -54942.746094 Penalty: 677.106812
	Iteration 23Q: 3 clusters Score -54942.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -54947.593750 Penalty: 677.106812
	Iteration 24Q: 3 clusters Score -54947.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -54955.332031 Penalty: 677.106812
	Iteration 25Q: 3 clusters Score -54955.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -54958.933594 Penalty: 677.106812
	Iteration 26Q: 3 clusters Score -54958.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -54962.109375 Penalty: 677.106812
	Iteration 27Q: 3 clusters Score -54962.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -54968.675781 Penalty: 677.106812
	Iteration 28Q: 3 clusters Score -54968.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -54977.203125 Penalty: 677.106812
	Iteration 29Q: 3 clusters Score -54977.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -54982.007812 Penalty: 677.106812
	Iteration 30Q: 3 clusters Score -54982.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -54985.285156 Penalty: 677.106812
	Iteration 31Q: 3 clusters Score -54985.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -54988.332031 Penalty: 677.106812
	Iteration 32Q: 3 clusters Score -54988.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -54990.578125 Penalty: 677.106812
	Iteration 33Q: 3 clusters Score -54990.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -54990.578125 Penalty: 677.106812
	Iteration 34F: 3 clusters Score -54990.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (4565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Entering Unmasked Estep 
Score: -157950.187500 Penalty: 383.390930
	Iteration 0F: 2 clusters Score -157950.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -154860.000000 Penalty: 766.781860
	Iteration 0F: 3 clusters Score -154860 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -156062.875000 Penalty: 766.781860
	Iteration 1F: 3 clusters Score -156062.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -156340.171875 Penalty: 766.781860
	Iteration 2F: 3 clusters Score -156340.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -156731.718750 Penalty: 766.781860
	Iteration 3F: 3 clusters Score -156731.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -157114.515625 Penalty: 766.781860
	Iteration 4F: 3 clusters Score -157114.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -157343.781250 Penalty: 766.781860
	Iteration 5Q: 3 clusters Score -157343.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -157417.343750 Penalty: 766.781860
	Iteration 6Q: 3 clusters Score -157417.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -157465.375000 Penalty: 766.781860
	Iteration 7Q: 3 clusters Score -157465.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -157509.375000 Penalty: 766.781860
	Iteration 8Q: 3 clusters Score -157509.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -157550.437500 Penalty: 766.781860
	Iteration 9Q: 3 clusters Score -157550.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157582.531250 Penalty: 766.781860
	Iteration 10Q: 3 clusters Score -157582.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157610.546875 Penalty: 766.781860
	Iteration 11Q: 3 clusters Score -157610.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -157628.921875 Penalty: 766.781860
	Iteration 12Q: 3 clusters Score -157628.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -157649.703125 Penalty: 766.781860
	Iteration 13Q: 3 clusters Score -157649.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -157668.031250 Penalty: 766.781860
	Iteration 14Q: 3 clusters Score -157668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -157679.546875 Penalty: 766.781860
	Iteration 15Q: 3 clusters Score -157679.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -157684.421875 Penalty: 766.781860
	Iteration 16Q: 3 clusters Score -157684.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -157688.156250 Penalty: 766.781860
	Iteration 17Q: 3 clusters Score -157688.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -157691.796875 Penalty: 766.781860
	Iteration 18Q: 3 clusters Score -157691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -157695.718750 Penalty: 766.781860
	Iteration 19Q: 3 clusters Score -157695.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -157698.156250 Penalty: 766.781860
	Iteration 20F: 3 clusters Score -157698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -157700.218750 Penalty: 766.781860
	Iteration 21Q: 3 clusters Score -157700.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -157700.656250 Penalty: 766.781860
	Iteration 22Q: 3 clusters Score -157700.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -157700.500000 Penalty: 766.781860
	Iteration 23Q: 3 clusters Score -157700.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157700.984375 Penalty: 766.781860
	Iteration 24Q: 3 clusters Score -157701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -157700.984375 Penalty: 766.781860
	Iteration 25F: 3 clusters Score -157701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Entering Unmasked Estep 
Score: -721958.000000 Penalty: 460.823547
	Iteration 0F: 2 clusters Score -721958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -705180.187500 Penalty: 921.647095
	Iteration 0F: 3 clusters Score -705180.2 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -712349.687500 Penalty: 921.647095
	Iteration 1F: 3 clusters Score -712349.7 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -713048.937500 Penalty: 921.647095
	Iteration 2F: 3 clusters Score -713048.9 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -714161.750000 Penalty: 921.647095
	Iteration 3F: 3 clusters Score -714161.8 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -715586.750000 Penalty: 921.647095
	Iteration 4F: 3 clusters Score -715586.8 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -716976.687500 Penalty: 921.647095
	Iteration 5F: 3 clusters Score -716976.7 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -717975.437500 Penalty: 921.647095
	Iteration 6F: 3 clusters Score -717975.4 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -718529.375000 Penalty: 921.647095
	Iteration 7Q: 3 clusters Score -718529.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -718767.625000 Penalty: 921.647095
	Iteration 8Q: 3 clusters Score -718767.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -718860.500000 Penalty: 921.647095
	Iteration 9Q: 3 clusters Score -718860.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -718920.937500 Penalty: 921.647095
	Iteration 10Q: 3 clusters Score -718920.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -718954.687500 Penalty: 921.647095
	Iteration 11Q: 3 clusters Score -718954.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -718982.125000 Penalty: 921.647095
	Iteration 12Q: 3 clusters Score -718982.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -719005.625000 Penalty: 921.647095
	Iteration 13Q: 3 clusters Score -719005.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -719021.125000 Penalty: 921.647095
	Iteration 14Q: 3 clusters Score -719021.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -719041.250000 Penalty: 921.647095
	Iteration 15Q: 3 clusters Score -719041.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -719065.625000 Penalty: 921.647095
	Iteration 16Q: 3 clusters Score -719065.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -719089.187500 Penalty: 921.647095
	Iteration 17Q: 3 clusters Score -719089.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -719134.312500 Penalty: 921.647095
	Iteration 18Q: 3 clusters Score -719134.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -719186.875000 Penalty: 921.647095
	Iteration 19Q: 3 clusters Score -719186.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -719258.875000 Penalty: 921.647095
	Iteration 20F: 3 clusters Score -719258.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -719367.437500 Penalty: 921.647095
	Iteration 21Q: 3 clusters Score -719367.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -719532.000000 Penalty: 921.647095
	Iteration 22Q: 3 clusters Score -719532 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -719740.312500 Penalty: 921.647095
	Iteration 23Q: 3 clusters Score -719740.3 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -719934.937500 Penalty: 921.647095
	Iteration 24Q: 3 clusters Score -719934.9 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -720133.625000 Penalty: 921.647095
	Iteration 25Q: 3 clusters Score -720133.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -720304.812500 Penalty: 921.647095
	Iteration 26Q: 3 clusters Score -720304.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -720461.875000 Penalty: 921.647095
	Iteration 27Q: 3 clusters Score -720461.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -720604.625000 Penalty: 921.647095
	Iteration 28Q: 3 clusters Score -720604.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -720737.687500 Penalty: 921.647095
	Iteration 29Q: 3 clusters Score -720737.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -720857.000000 Penalty: 921.647095
	Iteration 30Q: 3 clusters Score -720857 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -720968.625000 Penalty: 921.647095
	Iteration 31Q: 3 clusters Score -720968.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -721077.437500 Penalty: 921.647095
	Iteration 32Q: 3 clusters Score -721077.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -721163.750000 Penalty: 921.647095
	Iteration 33Q: 3 clusters Score -721163.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -721246.500000 Penalty: 921.647095
	Iteration 34Q: 3 clusters Score -721246.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -721307.750000 Penalty: 921.647095
	Iteration 35Q: 3 clusters Score -721307.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -721357.937500 Penalty: 921.647095
	Iteration 36Q: 3 clusters Score -721357.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -721403.812500 Penalty: 921.647095
	Iteration 37Q: 3 clusters Score -721403.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -721445.750000 Penalty: 921.647095
	Iteration 38Q: 3 clusters Score -721445.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -721480.562500 Penalty: 921.647095
	Iteration 39Q: 3 clusters Score -721480.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -721515.125000 Penalty: 921.647095
	Iteration 40F: 3 clusters Score -721515.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -721548.250000 Penalty: 921.647095
	Iteration 41Q: 3 clusters Score -721548.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -721577.187500 Penalty: 921.647095
	Iteration 42Q: 3 clusters Score -721577.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -721601.125000 Penalty: 921.647095
	Iteration 43Q: 3 clusters Score -721601.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -721624.937500 Penalty: 921.647095
	Iteration 44Q: 3 clusters Score -721624.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -721643.062500 Penalty: 921.647095
	Iteration 45Q: 3 clusters Score -721643.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -721657.437500 Penalty: 921.647095
	Iteration 46Q: 3 clusters Score -721657.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -721675.875000 Penalty: 921.647095
	Iteration 47Q: 3 clusters Score -721675.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -721688.500000 Penalty: 921.647095
	Iteration 48Q: 3 clusters Score -721688.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -721697.562500 Penalty: 921.647095
	Iteration 49Q: 3 clusters Score -721697.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -721712.687500 Penalty: 921.647095
	Iteration 50Q: 3 clusters Score -721712.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -721721.750000 Penalty: 921.647095
	Iteration 51Q: 3 clusters Score -721721.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -721740.125000 Penalty: 921.647095
	Iteration 52Q: 3 clusters Score -721740.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -721754.750000 Penalty: 921.647095
	Iteration 53Q: 3 clusters Score -721754.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -721768.875000 Penalty: 921.647095
	Iteration 54Q: 3 clusters Score -721768.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -721782.687500 Penalty: 921.647095
	Iteration 55Q: 3 clusters Score -721782.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -721796.312500 Penalty: 921.647095
	Iteration 56Q: 3 clusters Score -721796.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -721811.312500 Penalty: 921.647095
	Iteration 57Q: 3 clusters Score -721811.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -721817.437500 Penalty: 921.647095
	Iteration 58Q: 3 clusters Score -721817.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -721822.500000 Penalty: 921.647095
	Iteration 59Q: 3 clusters Score -721822.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -721825.937500 Penalty: 921.647095
	Iteration 60F: 3 clusters Score -721825.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -721828.375000 Penalty: 921.647095
	Iteration 61Q: 3 clusters Score -721828.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -721832.000000 Penalty: 921.647095
	Iteration 62Q: 3 clusters Score -721832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -721830.437500 Penalty: 921.647095
	Iteration 63Q: 3 clusters Score -721830.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -721832.687500 Penalty: 921.647095
	Iteration 64Q: 3 clusters Score -721832.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -721836.312500 Penalty: 921.647095
	Iteration 65Q: 3 clusters Score -721836.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -721837.312500 Penalty: 921.647095
	Iteration 66Q: 3 clusters Score -721837.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -721838.312500 Penalty: 921.647095
	Iteration 67Q: 3 clusters Score -721838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -721838.500000 Penalty: 921.647095
	Iteration 68Q: 3 clusters Score -721838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -721840.250000 Penalty: 921.647095
	Iteration 69Q: 3 clusters Score -721840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -721840.500000 Penalty: 921.647095
	Iteration 70Q: 3 clusters Score -721840.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -721841.375000 Penalty: 921.647095
	Iteration 71Q: 3 clusters Score -721841.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -721839.062500 Penalty: 921.647095
	Iteration 72Q: 3 clusters Score -721839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -721838.437500 Penalty: 921.647095
	Iteration 73Q: 3 clusters Score -721838.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -721838.687500 Penalty: 921.647095
	Iteration 74Q: 3 clusters Score -721838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -721839.125000 Penalty: 921.647095
	Iteration 75Q: 3 clusters Score -721839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -721838.875000 Penalty: 921.647095
	Iteration 76Q: 3 clusters Score -721838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -721838.750000 Penalty: 921.647095
	Iteration 77Q: 3 clusters Score -721838.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -721839.250000 Penalty: 921.647095
	Iteration 78Q: 3 clusters Score -721839.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -721839.125000 Penalty: 921.647095
	Iteration 79Q: 3 clusters Score -721839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -721839.125000 Penalty: 921.647095
	Iteration 80F: 3 clusters Score -721839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Entering Unmasked Estep 
Score: -51390.851562 Penalty: 337.198334
	Iteration 0F: 2 clusters Score -51390.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -50182.507812 Penalty: 674.396667
	Iteration 0F: 3 clusters Score -50182.51 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -50623.257812 Penalty: 674.396667
	Iteration 1F: 3 clusters Score -50623.26 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -50722.234375 Penalty: 674.396667
	Iteration 2F: 3 clusters Score -50722.23 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -50791.082031 Penalty: 674.396667
	Iteration 3F: 3 clusters Score -50791.08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -50835.984375 Penalty: 674.396667
	Iteration 4Q: 3 clusters Score -50835.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -50876.312500 Penalty: 674.396667
	Iteration 5Q: 3 clusters Score -50876.31 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -50932.187500 Penalty: 674.396667
	Iteration 6Q: 3 clusters Score -50932.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -51011.363281 Penalty: 674.396667
	Iteration 7Q: 3 clusters Score -51011.36 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -51089.390625 Penalty: 674.396667
	Iteration 8Q: 3 clusters Score -51089.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -51143.863281 Penalty: 674.396667
	Iteration 9Q: 3 clusters Score -51143.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -51177.847656 Penalty: 674.396667
	Iteration 10Q: 3 clusters Score -51177.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -51201.886719 Penalty: 674.396667
	Iteration 11Q: 3 clusters Score -51201.89 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -51217.859375 Penalty: 674.396667
	Iteration 12Q: 3 clusters Score -51217.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -51222.539062 Penalty: 674.396667
	Iteration 13Q: 3 clusters Score -51222.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -51225.089844 Penalty: 674.396667
	Iteration 14Q: 3 clusters Score -51225.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -51226.394531 Penalty: 674.396667
	Iteration 15Q: 3 clusters Score -51226.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -51228.988281 Penalty: 674.396667
	Iteration 16Q: 3 clusters Score -51228.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -51230.179688 Penalty: 674.396667
	Iteration 17Q: 3 clusters Score -51230.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -51230.933594 Penalty: 674.396667
	Iteration 18Q: 3 clusters Score -51230.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -51230.906250 Penalty: 674.396667
	Iteration 19Q: 3 clusters Score -51230.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -51233.039062 Penalty: 674.396667
	Iteration 20F: 3 clusters Score -51233.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -51233.468750 Penalty: 674.396667
	Iteration 21Q: 3 clusters Score -51233.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -51233.468750 Penalty: 674.396667
	Iteration 22F: 3 clusters Score -51233.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Entering Unmasked Estep 
Score: -54716.375000 Penalty: 336.922394
	Iteration 0F: 2 clusters Score -54716.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -53500.625000 Penalty: 673.844788
	Iteration 0F: 3 clusters Score -53500.62 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -53882.609375 Penalty: 673.844788
	Iteration 1F: 3 clusters Score -53882.61 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -53944.273438 Penalty: 673.844788
	Iteration 2F: 3 clusters Score -53944.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -54000.156250 Penalty: 673.844788
	Iteration 3F: 3 clusters Score -54000.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -54048.054688 Penalty: 673.844788
	Iteration 4Q: 3 clusters Score -54048.05 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -54100.003906 Penalty: 673.844788
	Iteration 5Q: 3 clusters Score -54100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -54169.300781 Penalty: 673.844788
	Iteration 6Q: 3 clusters Score -54169.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -54260.945312 Penalty: 673.844788
	Iteration 7F: 3 clusters Score -54260.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -54342.027344 Penalty: 673.844788
	Iteration 8Q: 3 clusters Score -54342.03 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -54380.468750 Penalty: 673.844788
	Iteration 9Q: 3 clusters Score -54380.47 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -54402.511719 Penalty: 673.844788
	Iteration 10Q: 3 clusters Score -54402.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -54417.871094 Penalty: 673.844788
	Iteration 11Q: 3 clusters Score -54417.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -54434.019531 Penalty: 673.844788
	Iteration 12Q: 3 clusters Score -54434.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -54447.488281 Penalty: 673.844788
	Iteration 13Q: 3 clusters Score -54447.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -54456.730469 Penalty: 673.844788
	Iteration 14Q: 3 clusters Score -54456.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -54466.210938 Penalty: 673.844788
	Iteration 15Q: 3 clusters Score -54466.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -54477.753906 Penalty: 673.844788
	Iteration 16Q: 3 clusters Score -54477.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -54486.160156 Penalty: 673.844788
	Iteration 17Q: 3 clusters Score -54486.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -54492.226562 Penalty: 673.844788
	Iteration 18Q: 3 clusters Score -54492.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -54496.550781 Penalty: 673.844788
	Iteration 19Q: 3 clusters Score -54496.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -54497.613281 Penalty: 673.844788
	Iteration 20F: 3 clusters Score -54497.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -54498.164062 Penalty: 673.844788
	Iteration 21Q: 3 clusters Score -54498.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -54498.164062 Penalty: 673.844788
	Iteration 22F: 3 clusters Score -54498.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Entering Unmasked Estep 
Score: -31760.582031 Penalty: 311.244873
	Iteration 0F: 2 clusters Score -31760.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -30994.566406 Penalty: 622.489746
	Iteration 0F: 3 clusters Score -30994.57 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -31219.503906 Penalty: 622.489746
	Iteration 1F: 3 clusters Score -31219.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -31259.535156 Penalty: 622.489746
	Iteration 2F: 3 clusters Score -31259.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -31281.800781 Penalty: 622.489746
	Iteration 3Q: 3 clusters Score -31281.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -31290.880859 Penalty: 622.489746
	Iteration 4Q: 3 clusters Score -31290.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -31302.326172 Penalty: 622.489746
	Iteration 5Q: 3 clusters Score -31302.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -31314.400391 Penalty: 622.489746
	Iteration 6Q: 3 clusters Score -31314.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -31322.406250 Penalty: 622.489746
	Iteration 7Q: 3 clusters Score -31322.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -31328.693359 Penalty: 622.489746
	Iteration 8Q: 3 clusters Score -31328.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -31338.451172 Penalty: 622.489746
	Iteration 9Q: 3 clusters Score -31338.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -31348.886719 Penalty: 622.489746
	Iteration 10Q: 3 clusters Score -31348.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -31358.949219 Penalty: 622.489746
	Iteration 11Q: 3 clusters Score -31358.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -31368.052734 Penalty: 622.489746
	Iteration 12Q: 3 clusters Score -31368.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -31376.839844 Penalty: 622.489746
	Iteration 13Q: 3 clusters Score -31376.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -31385.779297 Penalty: 622.489746
	Iteration 14Q: 3 clusters Score -31385.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -31398.410156 Penalty: 622.489746
	Iteration 15Q: 3 clusters Score -31398.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -31410.890625 Penalty: 622.489746
	Iteration 16Q: 3 clusters Score -31410.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -31415.236328 Penalty: 622.489746
	Iteration 17Q: 3 clusters Score -31415.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -31420.707031 Penalty: 622.489746
	Iteration 18Q: 3 clusters Score -31420.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -31428.873047 Penalty: 622.489746
	Iteration 19Q: 3 clusters Score -31428.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31442.798828 Penalty: 622.489746
	Iteration 20F: 3 clusters Score -31442.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31451.919922 Penalty: 622.489746
	Iteration 21Q: 3 clusters Score -31451.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -31460.697266 Penalty: 622.489746
	Iteration 22Q: 3 clusters Score -31460.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -31467.455078 Penalty: 622.489746
	Iteration 23Q: 3 clusters Score -31467.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -31473.542969 Penalty: 622.489746
	Iteration 24Q: 3 clusters Score -31473.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31476.925781 Penalty: 622.489746
	Iteration 25Q: 3 clusters Score -31476.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31484.267578 Penalty: 622.489746
	Iteration 26Q: 3 clusters Score -31484.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31486.703125 Penalty: 622.489746
	Iteration 27Q: 3 clusters Score -31486.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -31489.201172 Penalty: 622.489746
	Iteration 28Q: 3 clusters Score -31489.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -31489.964844 Penalty: 622.489746
	Iteration 29Q: 3 clusters Score -31489.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31491.126953 Penalty: 622.489746
	Iteration 30Q: 3 clusters Score -31491.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -31491.126953 Penalty: 622.489746
	Iteration 31F: 3 clusters Score -31491.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Entering Unmasked Estep 
Score: -6188.699707 Penalty: 251.769226
	Iteration 0F: 2 clusters Score -6188.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -5891.666992 Penalty: 503.538452
	Iteration 0F: 3 clusters Score -5891.667 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -5970.009277 Penalty: 503.538452
	Iteration 1F: 3 clusters Score -5970.009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -5988.953613 Penalty: 503.538452
	Iteration 2F: 3 clusters Score -5988.954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -5996.806152 Penalty: 503.538452
	Iteration 3Q: 3 clusters Score -5996.806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -6002.666504 Penalty: 503.538452
	Iteration 4Q: 3 clusters Score -6002.667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -6004.221191 Penalty: 503.538452
	Iteration 5Q: 3 clusters Score -6004.221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6004.811523 Penalty: 503.538452
	Iteration 6Q: 3 clusters Score -6004.812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6004.811523 Penalty: 503.538452
	Iteration 7F: 3 clusters Score -6004.812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Entering Unmasked Estep 
Score: -48314.570312 Penalty: 331.177612
	Iteration 0F: 2 clusters Score -48314.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -47212.554688 Penalty: 662.355225
	Iteration 0F: 3 clusters Score -47212.55 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -47570.031250 Penalty: 662.355225
	Iteration 1F: 3 clusters Score -47570.03 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -47647.144531 Penalty: 662.355225
	Iteration 2F: 3 clusters Score -47647.14 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -47708.890625 Penalty: 662.355225
	Iteration 3F: 3 clusters Score -47708.89 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47771.992188 Penalty: 662.355225
	Iteration 4F: 3 clusters Score -47771.99 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47816.988281 Penalty: 662.355225
	Iteration 5Q: 3 clusters Score -47816.99 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -47844.933594 Penalty: 662.355225
	Iteration 6Q: 3 clusters Score -47844.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47861.425781 Penalty: 662.355225
	Iteration 7Q: 3 clusters Score -47861.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -47870.386719 Penalty: 662.355225
	Iteration 8Q: 3 clusters Score -47870.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -47884.281250 Penalty: 662.355225
	Iteration 9Q: 3 clusters Score -47884.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -47901.656250 Penalty: 662.355225
	Iteration 10Q: 3 clusters Score -47901.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -47913.250000 Penalty: 662.355225
	Iteration 11Q: 3 clusters Score -47913.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47920.867188 Penalty: 662.355225
	Iteration 12Q: 3 clusters Score -47920.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -47926.226562 Penalty: 662.355225
	Iteration 13Q: 3 clusters Score -47926.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -47936.402344 Penalty: 662.355225
	Iteration 14Q: 3 clusters Score -47936.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -47944.714844 Penalty: 662.355225
	Iteration 15Q: 3 clusters Score -47944.71 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -47950.816406 Penalty: 662.355225
	Iteration 16Q: 3 clusters Score -47950.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -47955.773438 Penalty: 662.355225
	Iteration 17Q: 3 clusters Score -47955.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47961.597656 Penalty: 662.355225
	Iteration 18Q: 3 clusters Score -47961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -47969.562500 Penalty: 662.355225
	Iteration 19Q: 3 clusters Score -47969.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47980.617188 Penalty: 662.355225
	Iteration 20F: 3 clusters Score -47980.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -47988.863281 Penalty: 662.355225
	Iteration 21Q: 3 clusters Score -47988.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47997.863281 Penalty: 662.355225
	Iteration 22Q: 3 clusters Score -47997.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -48006.707031 Penalty: 662.355225
	Iteration 23Q: 3 clusters Score -48006.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48012.867188 Penalty: 662.355225
	Iteration 24Q: 3 clusters Score -48012.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -48017.140625 Penalty: 662.355225
	Iteration 25Q: 3 clusters Score -48017.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -48018.500000 Penalty: 662.355225
	Iteration 26Q: 3 clusters Score -48018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -48019.460938 Penalty: 662.355225
	Iteration 27Q: 3 clusters Score -48019.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -48020.027344 Penalty: 662.355225
	Iteration 28Q: 3 clusters Score -48020.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -48020.566406 Penalty: 662.355225
	Iteration 29Q: 3 clusters Score -48020.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -48020.996094 Penalty: 662.355225
	Iteration 30Q: 3 clusters Score -48021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -48021.765625 Penalty: 662.355225
	Iteration 31Q: 3 clusters Score -48021.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -48022.429688 Penalty: 662.355225
	Iteration 32Q: 3 clusters Score -48022.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48022.808594 Penalty: 662.355225
	Iteration 33Q: 3 clusters Score -48022.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48023.183594 Penalty: 662.355225
	Iteration 34Q: 3 clusters Score -48023.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -48023.183594 Penalty: 662.355225
	Iteration 35F: 3 clusters Score -48023.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Entering Unmasked Estep 
Score: -80406.304688 Penalty: 362.416534
	Iteration 0F: 2 clusters Score -80406.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -78414.593750 Penalty: 724.833069
	Iteration 0F: 3 clusters Score -78414.59 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -79163.117188 Penalty: 724.833069
	Iteration 1F: 3 clusters Score -79163.12 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -79352.445312 Penalty: 724.833069
	Iteration 2F: 3 clusters Score -79352.45 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -79568.906250 Penalty: 724.833069
	Iteration 3F: 3 clusters Score -79568.91 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -79807.570312 Penalty: 724.833069
	Iteration 4F: 3 clusters Score -79807.57 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -80007.289062 Penalty: 724.833069
	Iteration 5F: 3 clusters Score -80007.29 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -80157.835938 Penalty: 724.833069
	Iteration 6F: 3 clusters Score -80157.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -80230.968750 Penalty: 724.833069
	Iteration 7Q: 3 clusters Score -80230.97 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -80249.890625 Penalty: 724.833069
	Iteration 8Q: 3 clusters Score -80249.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -80255.445312 Penalty: 724.833069
	Iteration 9Q: 3 clusters Score -80255.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -80256.875000 Penalty: 724.833069
	Iteration 10Q: 3 clusters Score -80256.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -80258.484375 Penalty: 724.833069
	Iteration 11Q: 3 clusters Score -80258.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -80259.875000 Penalty: 724.833069
	Iteration 12Q: 3 clusters Score -80259.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -80260.710938 Penalty: 724.833069
	Iteration 13Q: 3 clusters Score -80260.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -80261.695312 Penalty: 724.833069
	Iteration 14Q: 3 clusters Score -80261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -80261.812500 Penalty: 724.833069
	Iteration 15Q: 3 clusters Score -80261.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -80261.890625 Penalty: 724.833069
	Iteration 16Q: 3 clusters Score -80261.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -80262.195312 Penalty: 724.833069
	Iteration 17Q: 3 clusters Score -80262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -80262.429688 Penalty: 724.833069
	Iteration 18Q: 3 clusters Score -80262.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -80262.562500 Penalty: 724.833069
	Iteration 19Q: 3 clusters Score -80262.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -80262.898438 Penalty: 724.833069
	Iteration 20F: 3 clusters Score -80262.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -80262.953125 Penalty: 724.833069
	Iteration 21Q: 3 clusters Score -80262.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -80262.906250 Penalty: 724.833069
	Iteration 22Q: 3 clusters Score -80262.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -80263.320312 Penalty: 724.833069
	Iteration 23Q: 3 clusters Score -80263.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -80263.257812 Penalty: 724.833069
	Iteration 24Q: 3 clusters Score -80263.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -80263.351562 Penalty: 724.833069
	Iteration 25Q: 3 clusters Score -80263.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -80263.351562 Penalty: 724.833069
	Iteration 26F: 3 clusters Score -80263.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (361810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361810 members 
Entering Unmasked Estep 
Score: -11434549.000000 Penalty: 582.348816
	Iteration 0F: 2 clusters Score -1.143455e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180768 members 
Mstep: Class 2 contains 181042 members 
Entering Unmasked Estep 
Score: -11187443.000000 Penalty: 1164.697632
	Iteration 0F: 3 clusters Score -1.118744e+07 nChanged 179056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177694 members 
Mstep: Class 2 contains 184116 members 
Entering Unmasked Estep 
Score: -11299972.000000 Penalty: 1164.697632
	Iteration 1F: 3 clusters Score -1.129997e+07 nChanged 13876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 187972 members 
Entering Unmasked Estep 
Score: -11304945.000000 Penalty: 1164.697632
	Iteration 2Q: 3 clusters Score -1.130494e+07 nChanged 17020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 193936 members 
Entering Unmasked Estep 
Score: -11313262.000000 Penalty: 1164.697632
	Iteration 3Q: 3 clusters Score -1.131326e+07 nChanged 20944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159614 members 
Mstep: Class 2 contains 202196 members 
Entering Unmasked Estep 
Score: -11327101.000000 Penalty: 1164.697632
	Iteration 4F: 3 clusters Score -1.13271e+07 nChanged 24688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 211470 members 
Entering Unmasked Estep 
Score: -11347342.000000 Penalty: 1164.697632
	Iteration 5F: 3 clusters Score -1.134734e+07 nChanged 24702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142820 members 
Mstep: Class 2 contains 218990 members 
Entering Unmasked Estep 
Score: -11365873.000000 Penalty: 1164.697632
	Iteration 6F: 3 clusters Score -1.136587e+07 nChanged 18447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137859 members 
Mstep: Class 2 contains 223951 members 
Entering Unmasked Estep 
Score: -11374490.000000 Penalty: 1164.697632
	Iteration 7F: 3 clusters Score -1.137449e+07 nChanged 10708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133523 members 
Mstep: Class 2 contains 228287 members 
Entering Unmasked Estep 
Score: -11377665.000000 Penalty: 1164.697632
	Iteration 8Q: 3 clusters Score -1.137766e+07 nChanged 6550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129051 members 
Mstep: Class 2 contains 232759 members 
Entering Unmasked Estep 
Score: -11379401.000000 Penalty: 1164.697632
	Iteration 9Q: 3 clusters Score -1.13794e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124320 members 
Mstep: Class 2 contains 237490 members 
Entering Unmasked Estep 
Score: -11381171.000000 Penalty: 1164.697632
	Iteration 10Q: 3 clusters Score -1.138117e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 242454 members 
Entering Unmasked Estep 
Score: -11382899.000000 Penalty: 1164.697632
	Iteration 11Q: 3 clusters Score -1.13829e+07 nChanged 5684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114260 members 
Mstep: Class 2 contains 247550 members 
Entering Unmasked Estep 
Score: -11384891.000000 Penalty: 1164.697632
	Iteration 12Q: 3 clusters Score -1.138489e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 252777 members 
Entering Unmasked Estep 
Score: -11386731.000000 Penalty: 1164.697632
	Iteration 13Q: 3 clusters Score -1.138673e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103677 members 
Mstep: Class 2 contains 258133 members 
Entering Unmasked Estep 
Score: -11388716.000000 Penalty: 1164.697632
	Iteration 14Q: 3 clusters Score -1.138872e+07 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 263430 members 
Entering Unmasked Estep 
Score: -11390565.000000 Penalty: 1164.697632
	Iteration 15Q: 3 clusters Score -1.139056e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93017 members 
Mstep: Class 2 contains 268793 members 
Entering Unmasked Estep 
Score: -11392668.000000 Penalty: 1164.697632
	Iteration 16Q: 3 clusters Score -1.139267e+07 nChanged 5649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87622 members 
Mstep: Class 2 contains 274188 members 
Entering Unmasked Estep 
Score: -11394648.000000 Penalty: 1164.697632
	Iteration 17Q: 3 clusters Score -1.139465e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82202 members 
Mstep: Class 2 contains 279608 members 
Entering Unmasked Estep 
Score: -11396522.000000 Penalty: 1164.697632
	Iteration 18Q: 3 clusters Score -1.139652e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 285048 members 
Entering Unmasked Estep 
Score: -11398537.000000 Penalty: 1164.697632
	Iteration 19Q: 3 clusters Score -1.139854e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 290420 members 
Entering Unmasked Estep 
Score: -11400686.000000 Penalty: 1164.697632
	Iteration 20F: 3 clusters Score -1.140069e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65969 members 
Mstep: Class 2 contains 295841 members 
Entering Unmasked Estep 
Score: -11402820.000000 Penalty: 1164.697632
	Iteration 21Q: 3 clusters Score -1.140282e+07 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 301095 members 
Entering Unmasked Estep 
Score: -11404816.000000 Penalty: 1164.697632
	Iteration 22Q: 3 clusters Score -1.140482e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 306332 members 
Entering Unmasked Estep 
Score: -11406948.000000 Penalty: 1164.697632
	Iteration 23Q: 3 clusters Score -1.140695e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50250 members 
Mstep: Class 2 contains 311560 members 
Entering Unmasked Estep 
Score: -11409082.000000 Penalty: 1164.697632
	Iteration 24Q: 3 clusters Score -1.140908e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 316658 members 
Entering Unmasked Estep 
Score: -11411333.000000 Penalty: 1164.697632
	Iteration 25Q: 3 clusters Score -1.141133e+07 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 321503 members 
Entering Unmasked Estep 
Score: -11413292.000000 Penalty: 1164.697632
	Iteration 26Q: 3 clusters Score -1.141329e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 326188 members 
Entering Unmasked Estep 
Score: -11415479.000000 Penalty: 1164.697632
	Iteration 27Q: 3 clusters Score -1.141548e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 330708 members 
Entering Unmasked Estep 
Score: -11417680.000000 Penalty: 1164.697632
	Iteration 28Q: 3 clusters Score -1.141768e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 334922 members 
Entering Unmasked Estep 
Score: -11419577.000000 Penalty: 1164.697632
	Iteration 29Q: 3 clusters Score -1.141958e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 338791 members 
Entering Unmasked Estep 
Score: -11421483.000000 Penalty: 1164.697632
	Iteration 30Q: 3 clusters Score -1.142148e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 342350 members 
Entering Unmasked Estep 
Score: -11423419.000000 Penalty: 1164.697632
	Iteration 31Q: 3 clusters Score -1.142342e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 345594 members 
Entering Unmasked Estep 
Score: -11425098.000000 Penalty: 1164.697632
	Iteration 32Q: 3 clusters Score -1.14251e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 348489 members 
Entering Unmasked Estep 
Score: -11426507.000000 Penalty: 1164.697632
	Iteration 33Q: 3 clusters Score -1.142651e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 351058 members 
Entering Unmasked Estep 
Score: -11427999.000000 Penalty: 1164.697632
	Iteration 34Q: 3 clusters Score -1.1428e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 353256 members 
Entering Unmasked Estep 
Score: -11429295.000000 Penalty: 1164.697632
	Iteration 35Q: 3 clusters Score -1.14293e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 355131 members 
Entering Unmasked Estep 
Score: -11430394.000000 Penalty: 1164.697632
	Iteration 36Q: 3 clusters Score -1.143039e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 356649 members 
Entering Unmasked Estep 
Score: -11431192.000000 Penalty: 1164.697632
	Iteration 37Q: 3 clusters Score -1.143119e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 357938 members 
Entering Unmasked Estep 
Score: -11431946.000000 Penalty: 1164.697632
	Iteration 38Q: 3 clusters Score -1.143195e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 358941 members 
Entering Unmasked Estep 
Score: -11432565.000000 Penalty: 1164.697632
	Iteration 39Q: 3 clusters Score -1.143256e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 359709 members 
Entering Unmasked Estep 
Score: -11432979.000000 Penalty: 1164.697632
	Iteration 40F: 3 clusters Score -1.143298e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 360257 members 
Entering Unmasked Estep 
Score: -11433297.000000 Penalty: 1164.697632
	Iteration 41Q: 3 clusters Score -1.14333e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 360682 members 
Entering Unmasked Estep 
Score: -11433585.000000 Penalty: 1164.697632
	Iteration 42Q: 3 clusters Score -1.143358e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 360971 members 
Entering Unmasked Estep 
Score: -11433733.000000 Penalty: 1164.697632
	Iteration 43Q: 3 clusters Score -1.143373e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 361153 members 
Entering Unmasked Estep 
Score: -11433806.000000 Penalty: 1164.697632
	Iteration 44Q: 3 clusters Score -1.143381e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 361278 members 
Entering Unmasked Estep 
Score: -11433854.000000 Penalty: 1164.697632
	Iteration 45Q: 3 clusters Score -1.143385e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 361359 members 
Entering Unmasked Estep 
Score: -11433899.000000 Penalty: 1164.697632
	Iteration 46Q: 3 clusters Score -1.14339e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 361432 members 
Entering Unmasked Estep 
Score: -11433969.000000 Penalty: 1164.697632
	Iteration 47Q: 3 clusters Score -1.143397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 361474 members 
Entering Unmasked Estep 
Score: -11433979.000000 Penalty: 1164.697632
	Iteration 48Q: 3 clusters Score -1.143398e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 361510 members 
Entering Unmasked Estep 
Score: -11434028.000000 Penalty: 1164.697632
	Iteration 49Q: 3 clusters Score -1.143403e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 361535 members 
Entering Unmasked Estep 
Score: -11434029.000000 Penalty: 1164.697632
	Iteration 50Q: 3 clusters Score -1.143403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 361558 members 
Entering Unmasked Estep 
Score: -11434033.000000 Penalty: 1164.697632
	Iteration 51Q: 3 clusters Score -1.143403e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 361574 members 
Entering Unmasked Estep 
Score: -11434030.000000 Penalty: 1164.697632
	Iteration 52Q: 3 clusters Score -1.143403e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 361578 members 
Entering Unmasked Estep 
Score: -11434029.000000 Penalty: 1164.697632
	Iteration 53Q: 3 clusters Score -1.143403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 361581 members 
Entering Unmasked Estep 
Score: -11434048.000000 Penalty: 1164.697632
	Iteration 54Q: 3 clusters Score -1.143405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 361586 members 
Entering Unmasked Estep 
Score: -11434042.000000 Penalty: 1164.697632
	Iteration 55Q: 3 clusters Score -1.143404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 361594 members 
Entering Unmasked Estep 
Score: -11434035.000000 Penalty: 1164.697632
	Iteration 56Q: 3 clusters Score -1.143404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 361598 members 
Entering Unmasked Estep 
Score: -11434037.000000 Penalty: 1164.697632
	Iteration 57Q: 3 clusters Score -1.143404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 361603 members 
Entering Unmasked Estep 
Score: -11434040.000000 Penalty: 1164.697632
	Iteration 58Q: 3 clusters Score -1.143404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 361608 members 
Entering Unmasked Estep 
Score: -11434040.000000 Penalty: 1164.697632
	Iteration 59Q: 3 clusters Score -1.143404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 361614 members 
Entering Unmasked Estep 
Score: -11434042.000000 Penalty: 1164.697632
	Iteration 60F: 3 clusters Score -1.143404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 361618 members 
Entering Unmasked Estep 
Score: -11434042.000000 Penalty: 1164.697632
	Iteration 61Q: 3 clusters Score -1.143404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 361625 members 
Entering Unmasked Estep 
Score: -11434044.000000 Penalty: 1164.697632
	Iteration 62Q: 3 clusters Score -1.143404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 361632 members 
Entering Unmasked Estep 
Score: -11434050.000000 Penalty: 1164.697632
	Iteration 63Q: 3 clusters Score -1.143405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 361638 members 
Entering Unmasked Estep 
Score: -11434048.000000 Penalty: 1164.697632
	Iteration 64Q: 3 clusters Score -1.143405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 361639 members 
Entering Unmasked Estep 
Score: -11434050.000000 Penalty: 1164.697632
	Iteration 65Q: 3 clusters Score -1.143405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 361640 members 
Entering Unmasked Estep 
Score: -11434047.000000 Penalty: 1164.697632
	Iteration 66Q: 3 clusters Score -1.143405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 361640 members 
Entering Unmasked Estep 
Score: -11434049.000000 Penalty: 1164.697632
	Iteration 67Q: 3 clusters Score -1.143405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 361640 members 
Entering Unmasked Estep 
Score: -11434049.000000 Penalty: 1164.697632
	Iteration 68F: 3 clusters Score -1.143405e+07 nChanged 0
20->22 Clusters: Score -21497426.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 726864 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 36368 members 
Mstep: Class 3 contains 36319 members 
Mstep: Class 4 contains 36227 members 
Mstep: Class 5 contains 36147 members 
Mstep: Class 6 contains 36776 members 
Mstep: Class 7 contains 36191 members 
Mstep: Class 8 contains 36453 members 
Mstep: Class 9 contains 36575 members 
Mstep: Class 10 contains 36141 members 
Mstep: Class 11 contains 36374 members 
Mstep: Class 12 contains 36496 members 
Mstep: Class 13 contains 36238 members 
Mstep: Class 14 contains 36420 members 
Mstep: Class 15 contains 36263 members 
Mstep: Class 16 contains 36207 members 
Mstep: Class 17 contains 36187 members 
Mstep: Class 18 contains 36366 members 
Mstep: Class 19 contains 36195 members 
Mstep: Class 20 contains 36391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 196.104797 but Gain 614.089844
Score: -18882386.000000 Penalty: 11667.719727
Iteration 0F: 20 clusters Score -1.888239e+07 nChanged 688441
Entering Unmasked Mstep 
Mstep: Class 0 contains 497 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 21993 members 
Mstep: Class 3 contains 70825 members 
Mstep: Class 4 contains 13549 members 
Mstep: Class 5 contains 35452 members 
Mstep: Class 6 contains 67311 members 
Mstep: Class 8 contains 17139 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 103397 members 
Mstep: Class 11 contains 26980 members 
Mstep: Class 12 contains 55792 members 
Mstep: Class 13 contains 33643 members 
Mstep: Class 14 contains 23467 members 
Mstep: Class 15 contains 59648 members 
Mstep: Class 16 contains 20799 members 
Mstep: Class 17 contains 10025 members 
Mstep: Class 18 contains 37409 members 
Mstep: Class 19 contains 24660 members 
Mstep: Class 20 contains 48148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20559094.000000 Penalty: 11667.719727
Iteration 1F: 20 clusters Score -2.055909e+07 nChanged 222606
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 14611 members 
Mstep: Class 3 contains 88114 members 
Mstep: Class 4 contains 12066 members 
Mstep: Class 5 contains 29606 members 
Mstep: Class 6 contains 84799 members 
Mstep: Class 8 contains 9697 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 111607 members 
Mstep: Class 11 contains 28549 members 
Mstep: Class 12 contains 72162 members 
Mstep: Class 13 contains 28814 members 
Mstep: Class 14 contains 15305 members 
Mstep: Class 15 contains 59467 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 17 contains 8510 members 
Mstep: Class 18 contains 26342 members 
Mstep: Class 19 contains 18239 members 
Mstep: Class 20 contains 48711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20817964.000000 Penalty: 11667.719727
Iteration 2F: 20 clusters Score -2.081796e+07 nChanged 153479
Entering Unmasked Mstep 
Mstep: Class 0 contains 66 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 9467 members 
Mstep: Class 3 contains 96507 members 
Mstep: Class 4 contains 13295 members 
Mstep: Class 5 contains 27152 members 
Mstep: Class 6 contains 102121 members 
Mstep: Class 8 contains 6052 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 122934 members 
Mstep: Class 11 contains 32544 members 
Mstep: Class 12 contains 79179 members 
Mstep: Class 13 contains 20625 members 
Mstep: Class 14 contains 10604 members 
Mstep: Class 15 contains 50977 members 
Mstep: Class 16 contains 19783 members 
Mstep: Class 17 contains 9850 members 
Mstep: Class 18 contains 18963 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 52169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20975840.000000 Penalty: 11667.719727
Iteration 3F: 20 clusters Score -2.097584e+07 nChanged 121473
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 99618 members 
Mstep: Class 4 contains 13837 members 
Mstep: Class 5 contains 25187 members 
Mstep: Class 6 contains 116040 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 3247 members 
Mstep: Class 10 contains 140124 members 
Mstep: Class 11 contains 36617 members 
Mstep: Class 12 contains 80223 members 
Mstep: Class 13 contains 12270 members 
Mstep: Class 14 contains 7517 members 
Mstep: Class 15 contains 39972 members 
Mstep: Class 16 contains 18293 members 
Mstep: Class 17 contains 12490 members 
Mstep: Class 18 contains 13783 members 
Mstep: Class 19 contains 15399 members 
Mstep: Class 20 contains 56016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21090886.000000 Penalty: 11667.719727
Iteration 4F: 20 clusters Score -2.109089e+07 nChanged 98932
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 5415 members 
Mstep: Class 3 contains 100222 members 
Mstep: Class 4 contains 13321 members 
Mstep: Class 5 contains 22971 members 
Mstep: Class 6 contains 125422 members 
Mstep: Class 8 contains 3260 members 
Mstep: Class 9 contains 1518 members 
Mstep: Class 10 contains 161749 members 
Mstep: Class 11 contains 38602 members 
Mstep: Class 12 contains 79584 members 
Mstep: Class 13 contains 6278 members 
Mstep: Class 14 contains 5233 members 
Mstep: Class 15 contains 30475 members 
Mstep: Class 16 contains 16471 members 
Mstep: Class 17 contains 14646 members 
Mstep: Class 18 contains 10227 members 
Mstep: Class 19 contains 14381 members 
Mstep: Class 20 contains 57093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21182884.000000 Penalty: 11667.719727
Iteration 5F: 20 clusters Score -2.118288e+07 nChanged 81145
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 100903 members 
Mstep: Class 4 contains 12198 members 
Mstep: Class 5 contains 20184 members 
Mstep: Class 6 contains 130680 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 183626 members 
Mstep: Class 11 contains 38294 members 
Mstep: Class 12 contains 80052 members 
Mstep: Class 13 contains 2938 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 15 contains 24177 members 
Mstep: Class 16 contains 14212 members 
Mstep: Class 17 contains 15587 members 
Mstep: Class 18 contains 8465 members 
Mstep: Class 19 contains 13205 members 
Mstep: Class 20 contains 55313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 342.153595 but Gain 614.090820
Score: -21252334.000000 Penalty: 11053.628906
Iteration 6F: 19 clusters Score -2.125233e+07 nChanged 65909
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 4846 members 
Mstep: Class 3 contains 103013 members 
Mstep: Class 4 contains 11161 members 
Mstep: Class 5 contains 17165 members 
Mstep: Class 6 contains 133401 members 
Mstep: Class 8 contains 1651 members 
Mstep: Class 10 contains 201615 members 
Mstep: Class 11 contains 36576 members 
Mstep: Class 12 contains 81586 members 
Mstep: Class 13 contains 1282 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 21568 members 
Mstep: Class 16 contains 11926 members 
Mstep: Class 17 contains 15355 members 
Mstep: Class 18 contains 7828 members 
Mstep: Class 19 contains 11979 members 
Mstep: Class 20 contains 51927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 564.080566 but Gain 614.090820
Score: -21297862.000000 Penalty: 10439.538086
Iteration 7F: 18 clusters Score -2.129786e+07 nChanged 51945
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 4760 members 
Mstep: Class 3 contains 106111 members 
Mstep: Class 4 contains 10237 members 
Mstep: Class 5 contains 14412 members 
Mstep: Class 6 contains 134553 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 10 contains 215405 members 
Mstep: Class 11 contains 34462 members 
Mstep: Class 12 contains 83227 members 
Mstep: Class 14 contains 1188 members 
Mstep: Class 15 contains 21117 members 
Mstep: Class 16 contains 9856 members 
Mstep: Class 17 contains 14747 members 
Mstep: Class 18 contains 7501 members 
Mstep: Class 19 contains 10904 members 
Mstep: Class 20 contains 48202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 514.019531 but Gain 614.089844
Score: -21329246.000000 Penalty: 9825.448242
Iteration 8F: 17 clusters Score -2.132925e+07 nChanged 40719
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 109843 members 
Mstep: Class 4 contains 9457 members 
Mstep: Class 5 contains 12058 members 
Mstep: Class 6 contains 134991 members 
Mstep: Class 8 contains 706 members 
Mstep: Class 10 contains 225963 members 
Mstep: Class 11 contains 32038 members 
Mstep: Class 12 contains 84840 members 
Mstep: Class 15 contains 20922 members 
Mstep: Class 16 contains 8032 members 
Mstep: Class 17 contains 14213 members 
Mstep: Class 18 contains 7128 members 
Mstep: Class 19 contains 10053 members 
Mstep: Class 20 contains 44981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 471.242493 but Gain 614.090820
Score: -21351620.000000 Penalty: 9211.357422
Iteration 9F: 16 clusters Score -2.135162e+07 nChanged 32621
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4328 members 
Mstep: Class 3 contains 114034 members 
Mstep: Class 4 contains 8782 members 
Mstep: Class 5 contains 10102 members 
Mstep: Class 6 contains 134902 members 
Mstep: Class 10 contains 233763 members 
Mstep: Class 11 contains 29413 members 
Mstep: Class 12 contains 86551 members 
Mstep: Class 15 contains 20565 members 
Mstep: Class 16 contains 6500 members 
Mstep: Class 17 contains 14000 members 
Mstep: Class 18 contains 6799 members 
Mstep: Class 19 contains 9340 members 
Mstep: Class 20 contains 42271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21367618.000000 Penalty: 9211.357422
Iteration 10Q: 16 clusters Score -2.136762e+07 nChanged 26404
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 4125 members 
Mstep: Class 3 contains 118368 members 
Mstep: Class 4 contains 8153 members 
Mstep: Class 5 contains 8606 members 
Mstep: Class 6 contains 134472 members 
Mstep: Class 10 contains 239283 members 
Mstep: Class 11 contains 26752 members 
Mstep: Class 12 contains 88238 members 
Mstep: Class 15 contains 19902 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 14010 members 
Mstep: Class 18 contains 6527 members 
Mstep: Class 19 contains 8746 members 
Mstep: Class 20 contains 40064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21378616.000000 Penalty: 9211.357422
Iteration 11Q: 16 clusters Score -2.137862e+07 nChanged 22398
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3941 members 
Mstep: Class 3 contains 122897 members 
Mstep: Class 4 contains 7617 members 
Mstep: Class 5 contains 7594 members 
Mstep: Class 6 contains 133733 members 
Mstep: Class 10 contains 243505 members 
Mstep: Class 11 contains 23839 members 
Mstep: Class 12 contains 89907 members 
Mstep: Class 15 contains 19249 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 14140 members 
Mstep: Class 18 contains 6300 members 
Mstep: Class 19 contains 8251 members 
Mstep: Class 20 contains 38129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21387128.000000 Penalty: 9211.357422
Iteration 12Q: 16 clusters Score -2.138713e+07 nChanged 19673
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3803 members 
Mstep: Class 3 contains 127516 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 6908 members 
Mstep: Class 6 contains 132773 members 
Mstep: Class 10 contains 246713 members 
Mstep: Class 11 contains 20887 members 
Mstep: Class 12 contains 91477 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 3280 members 
Mstep: Class 17 contains 14359 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 7870 members 
Mstep: Class 20 contains 36522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21394436.000000 Penalty: 9211.357422
Iteration 13Q: 16 clusters Score -2.139444e+07 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3656 members 
Mstep: Class 3 contains 132068 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 6503 members 
Mstep: Class 6 contains 131659 members 
Mstep: Class 10 contains 249193 members 
Mstep: Class 11 contains 18014 members 
Mstep: Class 12 contains 92856 members 
Mstep: Class 15 contains 17801 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 14568 members 
Mstep: Class 18 contains 5824 members 
Mstep: Class 19 contains 7606 members 
Mstep: Class 20 contains 35106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21400298.000000 Penalty: 9211.357422
Iteration 14Q: 16 clusters Score -2.14003e+07 nChanged 15552
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3546 members 
Mstep: Class 3 contains 136459 members 
Mstep: Class 4 contains 6572 members 
Mstep: Class 5 contains 6343 members 
Mstep: Class 6 contains 130316 members 
Mstep: Class 10 contains 251044 members 
Mstep: Class 11 contains 15297 members 
Mstep: Class 12 contains 94116 members 
Mstep: Class 15 contains 17090 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 17 contains 14790 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 19 contains 7488 members 
Mstep: Class 20 contains 33901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21405592.000000 Penalty: 9211.357422
Iteration 15Q: 16 clusters Score -2.140559e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3450 members 
Mstep: Class 3 contains 140779 members 
Mstep: Class 4 contains 6367 members 
Mstep: Class 5 contains 6349 members 
Mstep: Class 6 contains 128864 members 
Mstep: Class 10 contains 252339 members 
Mstep: Class 11 contains 12644 members 
Mstep: Class 12 contains 95205 members 
Mstep: Class 15 contains 16410 members 
Mstep: Class 16 contains 1534 members 
Mstep: Class 17 contains 14983 members 
Mstep: Class 18 contains 5392 members 
Mstep: Class 19 contains 7419 members 
Mstep: Class 20 contains 32951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21410406.000000 Penalty: 9211.357422
Iteration 16Q: 16 clusters Score -2.141041e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3373 members 
Mstep: Class 3 contains 144910 members 
Mstep: Class 4 contains 6161 members 
Mstep: Class 5 contains 6436 members 
Mstep: Class 6 contains 127318 members 
Mstep: Class 10 contains 253266 members 
Mstep: Class 11 contains 10120 members 
Mstep: Class 12 contains 96185 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 15161 members 
Mstep: Class 18 contains 5223 members 
Mstep: Class 19 contains 7445 members 
Mstep: Class 20 contains 32251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21414944.000000 Penalty: 9211.357422
Iteration 17Q: 16 clusters Score -2.141494e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3305 members 
Mstep: Class 3 contains 148827 members 
Mstep: Class 4 contains 5941 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 125830 members 
Mstep: Class 10 contains 253853 members 
Mstep: Class 11 contains 7841 members 
Mstep: Class 12 contains 96878 members 
Mstep: Class 15 contains 15120 members 
Mstep: Class 16 contains 1032 members 
Mstep: Class 17 contains 15302 members 
Mstep: Class 18 contains 5081 members 
Mstep: Class 19 contains 7504 members 
Mstep: Class 20 contains 31790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21419128.000000 Penalty: 9211.357422
Iteration 18Q: 16 clusters Score -2.141913e+07 nChanged 10984
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3274 members 
Mstep: Class 3 contains 152356 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 6819 members 
Mstep: Class 6 contains 124369 members 
Mstep: Class 10 contains 254238 members 
Mstep: Class 11 contains 5973 members 
Mstep: Class 12 contains 97348 members 
Mstep: Class 15 contains 14506 members 
Mstep: Class 16 contains 932 members 
Mstep: Class 17 contains 15427 members 
Mstep: Class 18 contains 4964 members 
Mstep: Class 19 contains 7601 members 
Mstep: Class 20 contains 31469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21422416.000000 Penalty: 9211.357422
Iteration 19Q: 16 clusters Score -2.142242e+07 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3248 members 
Mstep: Class 3 contains 155721 members 
Mstep: Class 4 contains 5453 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 122936 members 
Mstep: Class 10 contains 254417 members 
Mstep: Class 11 contains 4403 members 
Mstep: Class 12 contains 97584 members 
Mstep: Class 15 contains 13924 members 
Mstep: Class 16 contains 872 members 
Mstep: Class 17 contains 15520 members 
Mstep: Class 18 contains 4845 members 
Mstep: Class 19 contains 7743 members 
Mstep: Class 20 contains 31254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21425764.000000 Penalty: 9211.357422
Iteration 20F: 16 clusters Score -2.142576e+07 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3219 members 
Mstep: Class 3 contains 158775 members 
Mstep: Class 4 contains 5320 members 
Mstep: Class 5 contains 7470 members 
Mstep: Class 6 contains 121465 members 
Mstep: Class 10 contains 254409 members 
Mstep: Class 11 contains 3163 members 
Mstep: Class 12 contains 97632 members 
Mstep: Class 15 contains 13352 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 15600 members 
Mstep: Class 18 contains 4730 members 
Mstep: Class 19 contains 7913 members 
Mstep: Class 20 contains 31138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21428526.000000 Penalty: 9211.357422
Iteration 21Q: 16 clusters Score -2.142853e+07 nChanged 8787
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3191 members 
Mstep: Class 3 contains 161610 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 7876 members 
Mstep: Class 6 contains 120064 members 
Mstep: Class 10 contains 254287 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 97479 members 
Mstep: Class 15 contains 12803 members 
Mstep: Class 16 contains 859 members 
Mstep: Class 17 contains 15662 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 8106 members 
Mstep: Class 20 contains 31130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21431268.000000 Penalty: 9211.357422
Iteration 22Q: 16 clusters Score -2.143127e+07 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3164 members 
Mstep: Class 3 contains 164216 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 8274 members 
Mstep: Class 6 contains 118841 members 
Mstep: Class 10 contains 254059 members 
Mstep: Class 11 contains 1516 members 
Mstep: Class 12 contains 97085 members 
Mstep: Class 15 contains 12294 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 15729 members 
Mstep: Class 18 contains 4565 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 31175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21433590.000000 Penalty: 9211.357422
Iteration 23Q: 16 clusters Score -2.143359e+07 nChanged 7406
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3151 members 
Mstep: Class 3 contains 166620 members 
Mstep: Class 4 contains 4584 members 
Mstep: Class 5 contains 8677 members 
Mstep: Class 6 contains 117711 members 
Mstep: Class 10 contains 253783 members 
Mstep: Class 11 contains 1028 members 
Mstep: Class 12 contains 96533 members 
Mstep: Class 15 contains 11832 members 
Mstep: Class 16 contains 902 members 
Mstep: Class 17 contains 15784 members 
Mstep: Class 18 contains 4506 members 
Mstep: Class 19 contains 8661 members 
Mstep: Class 20 contains 31282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 484.969940 but Gain 614.090820
Score: -21435460.000000 Penalty: 8597.266602
Iteration 24Q: 15 clusters Score -2.143546e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3146 members 
Mstep: Class 3 contains 169399 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 9064 members 
Mstep: Class 6 contains 116728 members 
Mstep: Class 10 contains 253481 members 
Mstep: Class 12 contains 95923 members 
Mstep: Class 15 contains 11388 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 15811 members 
Mstep: Class 18 contains 4451 members 
Mstep: Class 19 contains 8977 members 
Mstep: Class 20 contains 31438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21437802.000000 Penalty: 8597.266602
Iteration 25Q: 15 clusters Score -2.14378e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3141 members 
Mstep: Class 3 contains 171471 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 9447 members 
Mstep: Class 6 contains 115743 members 
Mstep: Class 10 contains 253114 members 
Mstep: Class 12 contains 95038 members 
Mstep: Class 15 contains 10938 members 
Mstep: Class 16 contains 993 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 4401 members 
Mstep: Class 19 contains 9256 members 
Mstep: Class 20 contains 31609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21439174.000000 Penalty: 8597.266602
Iteration 26Q: 15 clusters Score -2.143917e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3132 members 
Mstep: Class 3 contains 173468 members 
Mstep: Class 4 contains 3762 members 
Mstep: Class 5 contains 9791 members 
Mstep: Class 6 contains 114823 members 
Mstep: Class 10 contains 252758 members 
Mstep: Class 12 contains 94062 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 16 contains 1036 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 4364 members 
Mstep: Class 19 contains 9569 members 
Mstep: Class 20 contains 31841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21440294.000000 Penalty: 8597.266602
Iteration 27Q: 15 clusters Score -2.144029e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3118 members 
Mstep: Class 3 contains 175412 members 
Mstep: Class 4 contains 3554 members 
Mstep: Class 5 contains 10076 members 
Mstep: Class 6 contains 113966 members 
Mstep: Class 10 contains 252451 members 
Mstep: Class 12 contains 93025 members 
Mstep: Class 15 contains 10087 members 
Mstep: Class 16 contains 1086 members 
Mstep: Class 17 contains 15869 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 9840 members 
Mstep: Class 20 contains 32091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21441362.000000 Penalty: 8597.266602
Iteration 28Q: 15 clusters Score -2.144136e+07 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3089 members 
Mstep: Class 3 contains 177389 members 
Mstep: Class 4 contains 3358 members 
Mstep: Class 5 contains 10325 members 
Mstep: Class 6 contains 113213 members 
Mstep: Class 10 contains 252239 members 
Mstep: Class 12 contains 91846 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 1133 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 10055 members 
Mstep: Class 20 contains 32338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21442106.000000 Penalty: 8597.266602
Iteration 29Q: 15 clusters Score -2.144211e+07 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3055 members 
Mstep: Class 3 contains 179306 members 
Mstep: Class 4 contains 3199 members 
Mstep: Class 5 contains 10529 members 
Mstep: Class 6 contains 112521 members 
Mstep: Class 10 contains 252001 members 
Mstep: Class 12 contains 90678 members 
Mstep: Class 15 contains 9268 members 
Mstep: Class 16 contains 1206 members 
Mstep: Class 17 contains 15874 members 
Mstep: Class 18 contains 4449 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 32633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21442868.000000 Penalty: 8597.266602
Iteration 30Q: 15 clusters Score -2.144287e+07 nChanged 4587
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 181162 members 
Mstep: Class 4 contains 3055 members 
Mstep: Class 5 contains 10716 members 
Mstep: Class 6 contains 111897 members 
Mstep: Class 10 contains 251851 members 
Mstep: Class 12 contains 89470 members 
Mstep: Class 15 contains 8791 members 
Mstep: Class 16 contains 1266 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 4495 members 
Mstep: Class 19 contains 10373 members 
Mstep: Class 20 contains 32991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21443518.000000 Penalty: 8597.266602
Iteration 31Q: 15 clusters Score -2.144352e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2999 members 
Mstep: Class 3 contains 183049 members 
Mstep: Class 4 contains 2927 members 
Mstep: Class 5 contains 10856 members 
Mstep: Class 6 contains 111279 members 
Mstep: Class 10 contains 251736 members 
Mstep: Class 12 contains 88238 members 
Mstep: Class 15 contains 8324 members 
Mstep: Class 16 contains 1321 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 4540 members 
Mstep: Class 19 contains 10504 members 
Mstep: Class 20 contains 33346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21444030.000000 Penalty: 8597.266602
Iteration 32Q: 15 clusters Score -2.144403e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2978 members 
Mstep: Class 3 contains 184853 members 
Mstep: Class 4 contains 2826 members 
Mstep: Class 5 contains 10963 members 
Mstep: Class 6 contains 110736 members 
Mstep: Class 10 contains 251623 members 
Mstep: Class 12 contains 87039 members 
Mstep: Class 15 contains 7831 members 
Mstep: Class 16 contains 1362 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 4585 members 
Mstep: Class 19 contains 10607 members 
Mstep: Class 20 contains 33755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21444732.000000 Penalty: 8597.266602
Iteration 33Q: 15 clusters Score -2.144473e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2956 members 
Mstep: Class 3 contains 186671 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 11046 members 
Mstep: Class 6 contains 110209 members 
Mstep: Class 10 contains 251553 members 
Mstep: Class 12 contains 85769 members 
Mstep: Class 15 contains 7362 members 
Mstep: Class 16 contains 1389 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 4617 members 
Mstep: Class 19 contains 10698 members 
Mstep: Class 20 contains 34163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21445394.000000 Penalty: 8597.266602
Iteration 34Q: 15 clusters Score -2.144539e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 188605 members 
Mstep: Class 4 contains 2693 members 
Mstep: Class 5 contains 11102 members 
Mstep: Class 6 contains 109757 members 
Mstep: Class 10 contains 251512 members 
Mstep: Class 12 contains 84323 members 
Mstep: Class 15 contains 6905 members 
Mstep: Class 16 contains 1420 members 
Mstep: Class 17 contains 15836 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 34575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21445902.000000 Penalty: 8597.266602
Iteration 35Q: 15 clusters Score -2.14459e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2911 members 
Mstep: Class 3 contains 190548 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 11130 members 
Mstep: Class 6 contains 109349 members 
Mstep: Class 10 contains 251443 members 
Mstep: Class 12 contains 82849 members 
Mstep: Class 15 contains 6471 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 15827 members 
Mstep: Class 18 contains 4658 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 34967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21446390.000000 Penalty: 8597.266602
Iteration 36Q: 15 clusters Score -2.144639e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 192513 members 
Mstep: Class 4 contains 2637 members 
Mstep: Class 5 contains 11145 members 
Mstep: Class 6 contains 108938 members 
Mstep: Class 10 contains 251287 members 
Mstep: Class 12 contains 81376 members 
Mstep: Class 15 contains 6063 members 
Mstep: Class 16 contains 1496 members 
Mstep: Class 17 contains 15820 members 
Mstep: Class 18 contains 4668 members 
Mstep: Class 19 contains 10872 members 
Mstep: Class 20 contains 35392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21446922.000000 Penalty: 8597.266602
Iteration 37Q: 15 clusters Score -2.144692e+07 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2849 members 
Mstep: Class 3 contains 194631 members 
Mstep: Class 4 contains 2631 members 
Mstep: Class 5 contains 11157 members 
Mstep: Class 6 contains 108493 members 
Mstep: Class 10 contains 251102 members 
Mstep: Class 12 contains 79817 members 
Mstep: Class 15 contains 5675 members 
Mstep: Class 16 contains 1520 members 
Mstep: Class 17 contains 15812 members 
Mstep: Class 18 contains 4670 members 
Mstep: Class 19 contains 10929 members 
Mstep: Class 20 contains 35805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21447518.000000 Penalty: 8597.266602
Iteration 38Q: 15 clusters Score -2.144752e+07 nChanged 3541
Entering ConstructFrom: 
Score: -21447518.000000 Penalty: 8597.266602
Entering ConstructFrom: 
Trying to split cluster 1 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -65552.054688 Penalty: 339.321228
	Iteration 0F: 2 clusters Score -65552.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -64275.628906 Penalty: 678.642456
	Iteration 0F: 3 clusters Score -64275.63 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -64658.128906 Penalty: 678.642456
	Iteration 1F: 3 clusters Score -64658.13 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -64725.859375 Penalty: 678.642456
	Iteration 2F: 3 clusters Score -64725.86 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -64782.933594 Penalty: 678.642456
	Iteration 3F: 3 clusters Score -64782.93 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -64844.468750 Penalty: 678.642456
	Iteration 4F: 3 clusters Score -64844.47 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -64912.914062 Penalty: 678.642456
	Iteration 5Q: 3 clusters Score -64912.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -64983.507812 Penalty: 678.642456
	Iteration 6Q: 3 clusters Score -64983.51 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -65039.890625 Penalty: 678.642456
	Iteration 7Q: 3 clusters Score -65039.89 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65105.101562 Penalty: 678.642456
	Iteration 8Q: 3 clusters Score -65105.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65153.511719 Penalty: 678.642456
	Iteration 9Q: 3 clusters Score -65153.51 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65180.914062 Penalty: 678.642456
	Iteration 10Q: 3 clusters Score -65180.91 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65190.632812 Penalty: 678.642456
	Iteration 11Q: 3 clusters Score -65190.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -65195.539062 Penalty: 678.642456
	Iteration 12Q: 3 clusters Score -65195.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65199.917969 Penalty: 678.642456
	Iteration 13Q: 3 clusters Score -65199.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -65204.035156 Penalty: 678.642456
	Iteration 14Q: 3 clusters Score -65204.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -65207.906250 Penalty: 678.642456
	Iteration 15Q: 3 clusters Score -65207.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65211.527344 Penalty: 678.642456
	Iteration 16Q: 3 clusters Score -65211.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -65212.628906 Penalty: 678.642456
	Iteration 17Q: 3 clusters Score -65212.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -65213.132812 Penalty: 678.642456
	Iteration 18Q: 3 clusters Score -65213.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65213.167969 Penalty: 678.642456
	Iteration 19Q: 3 clusters Score -65213.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -65213.167969 Penalty: 678.642456
	Iteration 20F: 3 clusters Score -65213.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Entering Unmasked Estep 
Score: -93686.132812 Penalty: 361.619385
	Iteration 0F: 2 clusters Score -93686.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -91692.421875 Penalty: 723.238770
	Iteration 0F: 3 clusters Score -91692.42 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -92385.632812 Penalty: 723.238770
	Iteration 1F: 3 clusters Score -92385.63 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -92487.757812 Penalty: 723.238770
	Iteration 2F: 3 clusters Score -92487.76 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -92565.789062 Penalty: 723.238770
	Iteration 3F: 3 clusters Score -92565.79 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -92642.070312 Penalty: 723.238770
	Iteration 4Q: 3 clusters Score -92642.07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -92721.382812 Penalty: 723.238770
	Iteration 5Q: 3 clusters Score -92721.38 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -92828.671875 Penalty: 723.238770
	Iteration 6F: 3 clusters Score -92828.67 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -92914.742188 Penalty: 723.238770
	Iteration 7Q: 3 clusters Score -92914.74 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -92989.515625 Penalty: 723.238770
	Iteration 8Q: 3 clusters Score -92989.52 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -93044.726562 Penalty: 723.238770
	Iteration 9Q: 3 clusters Score -93044.73 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -93087.046875 Penalty: 723.238770
	Iteration 10Q: 3 clusters Score -93087.05 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -93118.828125 Penalty: 723.238770
	Iteration 11Q: 3 clusters Score -93118.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -93146.046875 Penalty: 723.238770
	Iteration 12Q: 3 clusters Score -93146.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -93167.132812 Penalty: 723.238770
	Iteration 13Q: 3 clusters Score -93167.13 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -93188.531250 Penalty: 723.238770
	Iteration 14Q: 3 clusters Score -93188.53 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -93201.117188 Penalty: 723.238770
	Iteration 15Q: 3 clusters Score -93201.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -93214.773438 Penalty: 723.238770
	Iteration 16Q: 3 clusters Score -93214.77 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -93229.585938 Penalty: 723.238770
	Iteration 17Q: 3 clusters Score -93229.59 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -93243.914062 Penalty: 723.238770
	Iteration 18Q: 3 clusters Score -93243.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -93261.234375 Penalty: 723.238770
	Iteration 19Q: 3 clusters Score -93261.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -93282.304688 Penalty: 723.238770
	Iteration 20F: 3 clusters Score -93282.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -93301.843750 Penalty: 723.238770
	Iteration 21Q: 3 clusters Score -93301.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -93313.296875 Penalty: 723.238770
	Iteration 22Q: 3 clusters Score -93313.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -93321.695312 Penalty: 723.238770
	Iteration 23Q: 3 clusters Score -93321.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -93327.648438 Penalty: 723.238770
	Iteration 24Q: 3 clusters Score -93327.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -93332.398438 Penalty: 723.238770
	Iteration 25Q: 3 clusters Score -93332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -93335.625000 Penalty: 723.238770
	Iteration 26Q: 3 clusters Score -93335.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -93337.007812 Penalty: 723.238770
	Iteration 27Q: 3 clusters Score -93337.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -93337.554688 Penalty: 723.238770
	Iteration 28Q: 3 clusters Score -93337.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -93339.609375 Penalty: 723.238770
	Iteration 29Q: 3 clusters Score -93339.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -93340.437500 Penalty: 723.238770
	Iteration 30Q: 3 clusters Score -93340.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -93342.554688 Penalty: 723.238770
	Iteration 31Q: 3 clusters Score -93342.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -93343.929688 Penalty: 723.238770
	Iteration 32Q: 3 clusters Score -93343.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -93344.679688 Penalty: 723.238770
	Iteration 33Q: 3 clusters Score -93344.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -93345.875000 Penalty: 723.238770
	Iteration 34Q: 3 clusters Score -93345.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -93347.031250 Penalty: 723.238770
	Iteration 35Q: 3 clusters Score -93347.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -93348.625000 Penalty: 723.238770
	Iteration 36Q: 3 clusters Score -93348.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -93350.796875 Penalty: 723.238770
	Iteration 37Q: 3 clusters Score -93350.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -93352.484375 Penalty: 723.238770
	Iteration 38Q: 3 clusters Score -93352.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -93353.328125 Penalty: 723.238770
	Iteration 39Q: 3 clusters Score -93353.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -93354.117188 Penalty: 723.238770
	Iteration 40F: 3 clusters Score -93354.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -93354.679688 Penalty: 723.238770
	Iteration 41Q: 3 clusters Score -93354.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -93355.125000 Penalty: 723.238770
	Iteration 42Q: 3 clusters Score -93355.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -93355.203125 Penalty: 723.238770
	Iteration 43Q: 3 clusters Score -93355.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -93355.203125 Penalty: 723.238770
	Iteration 44F: 3 clusters Score -93355.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (196733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196733 members 
Entering Unmasked Estep 
Score: -6319803.000000 Penalty: 554.626953
	Iteration 0F: 2 clusters Score -6319803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98525 members 
Mstep: Class 2 contains 98208 members 
Entering Unmasked Estep 
Score: -6186168.500000 Penalty: 1109.253906
	Iteration 0F: 3 clusters Score -6186168 nChanged 96696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103445 members 
Mstep: Class 2 contains 93288 members 
Entering Unmasked Estep 
Score: -6244910.000000 Penalty: 1109.253906
	Iteration 1F: 3 clusters Score -6244910 nChanged 7316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107131 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -6247459.000000 Penalty: 1109.253906
	Iteration 2Q: 3 clusters Score -6247459 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -6251315.000000 Penalty: 1109.253906
	Iteration 3Q: 3 clusters Score -6251315 nChanged 10505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120745 members 
Mstep: Class 2 contains 75988 members 
Entering Unmasked Estep 
Score: -6257653.000000 Penalty: 1109.253906
	Iteration 4F: 3 clusters Score -6257653 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130954 members 
Mstep: Class 2 contains 65779 members 
Entering Unmasked Estep 
Score: -6267292.500000 Penalty: 1109.253906
	Iteration 5F: 3 clusters Score -6267292 nChanged 13604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141802 members 
Mstep: Class 2 contains 54931 members 
Entering Unmasked Estep 
Score: -6278838.000000 Penalty: 1109.253906
	Iteration 6F: 3 clusters Score -6278838 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -6288604.000000 Penalty: 1109.253906
	Iteration 7F: 3 clusters Score -6288604 nChanged 9443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157545 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -6294665.500000 Penalty: 1109.253906
	Iteration 8Q: 3 clusters Score -6294666 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -6298474.500000 Penalty: 1109.253906
	Iteration 9Q: 3 clusters Score -6298474 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167758 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -6301439.500000 Penalty: 1109.253906
	Iteration 10Q: 3 clusters Score -6301440 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172348 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -6304173.000000 Penalty: 1109.253906
	Iteration 11Q: 3 clusters Score -6304173 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176680 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -6306928.000000 Penalty: 1109.253906
	Iteration 12Q: 3 clusters Score -6306928 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180632 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -6309569.000000 Penalty: 1109.253906
	Iteration 13Q: 3 clusters Score -6309569 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184013 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -6311943.500000 Penalty: 1109.253906
	Iteration 14Q: 3 clusters Score -6311944 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186768 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -6313971.000000 Penalty: 1109.253906
	Iteration 15Q: 3 clusters Score -6313971 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188884 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -6315498.500000 Penalty: 1109.253906
	Iteration 16Q: 3 clusters Score -6315498 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190460 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -6316633.500000 Penalty: 1109.253906
	Iteration 17Q: 3 clusters Score -6316634 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191624 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6317404.000000 Penalty: 1109.253906
	Iteration 18Q: 3 clusters Score -6317404 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192521 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -6317954.000000 Penalty: 1109.253906
	Iteration 19Q: 3 clusters Score -6317954 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193178 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -6318345.000000 Penalty: 1109.253906
	Iteration 20F: 3 clusters Score -6318345 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193690 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -6318594.500000 Penalty: 1109.253906
	Iteration 21Q: 3 clusters Score -6318594 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194085 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6318732.000000 Penalty: 1109.253906
	Iteration 22Q: 3 clusters Score -6318732 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194398 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -6318844.500000 Penalty: 1109.253906
	Iteration 23Q: 3 clusters Score -6318844 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194653 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6318926.500000 Penalty: 1109.253906
	Iteration 24Q: 3 clusters Score -6318926 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194877 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6319007.500000 Penalty: 1109.253906
	Iteration 25Q: 3 clusters Score -6319008 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195058 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6319065.000000 Penalty: 1109.253906
	Iteration 26Q: 3 clusters Score -6319065 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195209 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -6319090.500000 Penalty: 1109.253906
	Iteration 27Q: 3 clusters Score -6319090 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -6319129.500000 Penalty: 1109.253906
	Iteration 28Q: 3 clusters Score -6319130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195456 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -6319161.000000 Penalty: 1109.253906
	Iteration 29Q: 3 clusters Score -6319161 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195535 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6319191.000000 Penalty: 1109.253906
	Iteration 30Q: 3 clusters Score -6319191 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195607 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -6319197.500000 Penalty: 1109.253906
	Iteration 31Q: 3 clusters Score -6319198 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195672 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -6319220.500000 Penalty: 1109.253906
	Iteration 32Q: 3 clusters Score -6319220 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195734 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6319228.500000 Penalty: 1109.253906
	Iteration 33Q: 3 clusters Score -6319228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195793 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6319257.000000 Penalty: 1109.253906
	Iteration 34Q: 3 clusters Score -6319257 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195839 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6319271.000000 Penalty: 1109.253906
	Iteration 35Q: 3 clusters Score -6319271 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195877 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6319287.000000 Penalty: 1109.253906
	Iteration 36Q: 3 clusters Score -6319287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195904 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6319302.500000 Penalty: 1109.253906
	Iteration 37Q: 3 clusters Score -6319302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195932 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -6319295.500000 Penalty: 1109.253906
	Iteration 38Q: 3 clusters Score -6319296 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195965 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -6319308.500000 Penalty: 1109.253906
	Iteration 39Q: 3 clusters Score -6319308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195994 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -6319316.000000 Penalty: 1109.253906
	Iteration 40F: 3 clusters Score -6319316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196016 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -6319318.000000 Penalty: 1109.253906
	Iteration 41Q: 3 clusters Score -6319318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196037 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6319319.500000 Penalty: 1109.253906
	Iteration 42Q: 3 clusters Score -6319320 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196057 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6319320.000000 Penalty: 1109.253906
	Iteration 43Q: 3 clusters Score -6319320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196072 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6319317.000000 Penalty: 1109.253906
	Iteration 44Q: 3 clusters Score -6319317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196088 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6319317.500000 Penalty: 1109.253906
	Iteration 45Q: 3 clusters Score -6319318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196102 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6319310.000000 Penalty: 1109.253906
	Iteration 46Q: 3 clusters Score -6319310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196116 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6319313.000000 Penalty: 1109.253906
	Iteration 47Q: 3 clusters Score -6319313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196134 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6319322.000000 Penalty: 1109.253906
	Iteration 48Q: 3 clusters Score -6319322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196151 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6319325.000000 Penalty: 1109.253906
	Iteration 49Q: 3 clusters Score -6319325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196170 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6319331.500000 Penalty: 1109.253906
	Iteration 50Q: 3 clusters Score -6319332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196180 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6319334.500000 Penalty: 1109.253906
	Iteration 51Q: 3 clusters Score -6319334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196194 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6319335.500000 Penalty: 1109.253906
	Iteration 52Q: 3 clusters Score -6319336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196197 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6319340.000000 Penalty: 1109.253906
	Iteration 53Q: 3 clusters Score -6319340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196200 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6319334.500000 Penalty: 1109.253906
	Iteration 54Q: 3 clusters Score -6319334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196202 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6319337.500000 Penalty: 1109.253906
	Iteration 55Q: 3 clusters Score -6319338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196206 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6319341.000000 Penalty: 1109.253906
	Iteration 56Q: 3 clusters Score -6319341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196214 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6319348.000000 Penalty: 1109.253906
	Iteration 57Q: 3 clusters Score -6319348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196217 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6319348.500000 Penalty: 1109.253906
	Iteration 58Q: 3 clusters Score -6319348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196220 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6319347.500000 Penalty: 1109.253906
	Iteration 59Q: 3 clusters Score -6319348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196221 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6319355.000000 Penalty: 1109.253906
	Iteration 60F: 3 clusters Score -6319355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196226 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6319363.500000 Penalty: 1109.253906
	Iteration 61Q: 3 clusters Score -6319364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196229 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6319363.500000 Penalty: 1109.253906
	Iteration 62Q: 3 clusters Score -6319364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196235 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6319365.000000 Penalty: 1109.253906
	Iteration 63Q: 3 clusters Score -6319365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196239 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6319374.500000 Penalty: 1109.253906
	Iteration 64Q: 3 clusters Score -6319374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196244 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6319373.500000 Penalty: 1109.253906
	Iteration 65Q: 3 clusters Score -6319374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196247 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6319377.000000 Penalty: 1109.253906
	Iteration 66Q: 3 clusters Score -6319377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196250 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6319375.000000 Penalty: 1109.253906
	Iteration 67Q: 3 clusters Score -6319375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196254 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6319376.000000 Penalty: 1109.253906
	Iteration 68Q: 3 clusters Score -6319376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196260 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6319382.500000 Penalty: 1109.253906
	Iteration 69Q: 3 clusters Score -6319382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196268 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6319387.000000 Penalty: 1109.253906
	Iteration 70Q: 3 clusters Score -6319387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196277 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6319389.000000 Penalty: 1109.253906
	Iteration 71Q: 3 clusters Score -6319389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196288 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6319391.000000 Penalty: 1109.253906
	Iteration 72Q: 3 clusters Score -6319391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196296 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -6319403.500000 Penalty: 1109.253906
	Iteration 73Q: 3 clusters Score -6319404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196299 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6319399.500000 Penalty: 1109.253906
	Iteration 74Q: 3 clusters Score -6319400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196304 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6319403.500000 Penalty: 1109.253906
	Iteration 75Q: 3 clusters Score -6319404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196308 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6319407.000000 Penalty: 1109.253906
	Iteration 76Q: 3 clusters Score -6319407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196312 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6319412.000000 Penalty: 1109.253906
	Iteration 77Q: 3 clusters Score -6319412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196315 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6319411.000000 Penalty: 1109.253906
	Iteration 78Q: 3 clusters Score -6319411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196317 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6319410.000000 Penalty: 1109.253906
	Iteration 79Q: 3 clusters Score -6319410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196321 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6319417.000000 Penalty: 1109.253906
	Iteration 80F: 3 clusters Score -6319417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196327 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6319416.500000 Penalty: 1109.253906
	Iteration 81Q: 3 clusters Score -6319416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196331 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6319418.500000 Penalty: 1109.253906
	Iteration 82Q: 3 clusters Score -6319418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196336 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -6319420.500000 Penalty: 1109.253906
	Iteration 83Q: 3 clusters Score -6319420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196337 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6319418.000000 Penalty: 1109.253906
	Iteration 84Q: 3 clusters Score -6319418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196344 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6319411.000000 Penalty: 1109.253906
	Iteration 85Q: 3 clusters Score -6319411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196352 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6319420.500000 Penalty: 1109.253906
	Iteration 86Q: 3 clusters Score -6319420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196353 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6319417.000000 Penalty: 1109.253906
	Iteration 87Q: 3 clusters Score -6319417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196355 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6319423.500000 Penalty: 1109.253906
	Iteration 88Q: 3 clusters Score -6319424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196362 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6319421.000000 Penalty: 1109.253906
	Iteration 89Q: 3 clusters Score -6319421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196369 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -6319424.500000 Penalty: 1109.253906
	Iteration 90Q: 3 clusters Score -6319424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196374 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6319439.500000 Penalty: 1109.253906
	Iteration 91Q: 3 clusters Score -6319440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196381 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6319443.500000 Penalty: 1109.253906
	Iteration 92Q: 3 clusters Score -6319444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6319448.500000 Penalty: 1109.253906
	Iteration 93Q: 3 clusters Score -6319448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196394 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6319453.000000 Penalty: 1109.253906
	Iteration 94Q: 3 clusters Score -6319453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196393 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6319454.500000 Penalty: 1109.253906
	Iteration 95Q: 3 clusters Score -6319454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196394 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6319457.500000 Penalty: 1109.253906
	Iteration 96Q: 3 clusters Score -6319458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196395 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6319450.500000 Penalty: 1109.253906
	Iteration 97Q: 3 clusters Score -6319450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196395 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6319455.500000 Penalty: 1109.253906
	Iteration 98Q: 3 clusters Score -6319456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196396 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6319455.500000 Penalty: 1109.253906
	Iteration 99Q: 3 clusters Score -6319456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196393 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6319454.500000 Penalty: 1109.253906
	Iteration 100F: 3 clusters Score -6319454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6319450.500000 Penalty: 1109.253906
	Iteration 101Q: 3 clusters Score -6319450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6319455.500000 Penalty: 1109.253906
	Iteration 102Q: 3 clusters Score -6319456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6319462.000000 Penalty: 1109.253906
	Iteration 103Q: 3 clusters Score -6319462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196394 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6319470.000000 Penalty: 1109.253906
	Iteration 104Q: 3 clusters Score -6319470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196393 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6319477.000000 Penalty: 1109.253906
	Iteration 105Q: 3 clusters Score -6319477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6319473.000000 Penalty: 1109.253906
	Iteration 106Q: 3 clusters Score -6319473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196396 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6319483.500000 Penalty: 1109.253906
	Iteration 107Q: 3 clusters Score -6319484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196399 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -6319483.500000 Penalty: 1109.253906
	Iteration 108Q: 3 clusters Score -6319484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196398 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6319487.000000 Penalty: 1109.253906
	Iteration 109Q: 3 clusters Score -6319487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196398 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -6319486.500000 Penalty: 1109.253906
	Iteration 110Q: 3 clusters Score -6319486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196397 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -6319488.000000 Penalty: 1109.253906
	Iteration 111Q: 3 clusters Score -6319488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196396 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6319490.000000 Penalty: 1109.253906
	Iteration 112Q: 3 clusters Score -6319490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196395 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6319490.500000 Penalty: 1109.253906
	Iteration 113Q: 3 clusters Score -6319490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196394 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -6319489.000000 Penalty: 1109.253906
	Iteration 114Q: 3 clusters Score -6319489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196392 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -6319485.500000 Penalty: 1109.253906
	Iteration 115Q: 3 clusters Score -6319486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6319488.000000 Penalty: 1109.253906
	Iteration 116Q: 3 clusters Score -6319488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196391 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6319483.500000 Penalty: 1109.253906
	Iteration 117Q: 3 clusters Score -6319484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196389 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6319490.500000 Penalty: 1109.253906
	Iteration 118Q: 3 clusters Score -6319490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -6319489.500000 Penalty: 1109.253906
	Iteration 119Q: 3 clusters Score -6319490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196387 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6319488.500000 Penalty: 1109.253906
	Iteration 120F: 3 clusters Score -6319488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6319487.000000 Penalty: 1109.253906
	Iteration 121Q: 3 clusters Score -6319487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196386 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6319487.000000 Penalty: 1109.253906
	Iteration 122F: 3 clusters Score -6319487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Entering Unmasked Estep 
Score: -67244.812500 Penalty: 358.179382
	Iteration 0F: 2 clusters Score -67244.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -65423.363281 Penalty: 716.358765
	Iteration 0F: 3 clusters Score -65423.36 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -66363.234375 Penalty: 716.358765
	Iteration 1F: 3 clusters Score -66363.23 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -66707.515625 Penalty: 716.358765
	Iteration 2F: 3 clusters Score -66707.52 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -66958.257812 Penalty: 716.358765
	Iteration 3F: 3 clusters Score -66958.26 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -67093.718750 Penalty: 716.358765
	Iteration 4F: 3 clusters Score -67093.72 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -67161.140625 Penalty: 716.358765
	Iteration 5Q: 3 clusters Score -67161.14 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -67191.625000 Penalty: 716.358765
	Iteration 6Q: 3 clusters Score -67191.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -67204.546875 Penalty: 716.358765
	Iteration 7Q: 3 clusters Score -67204.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -67219.148438 Penalty: 716.358765
	Iteration 8Q: 3 clusters Score -67219.15 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -67236.382812 Penalty: 716.358765
	Iteration 9Q: 3 clusters Score -67236.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -67243.937500 Penalty: 716.358765
	Iteration 10Q: 3 clusters Score -67243.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -67249.742188 Penalty: 716.358765
	Iteration 11Q: 3 clusters Score -67249.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -67252.164062 Penalty: 716.358765
	Iteration 12Q: 3 clusters Score -67252.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -67256.710938 Penalty: 716.358765
	Iteration 13Q: 3 clusters Score -67256.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -67258.914062 Penalty: 716.358765
	Iteration 14Q: 3 clusters Score -67258.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -67260.765625 Penalty: 716.358765
	Iteration 15Q: 3 clusters Score -67260.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -67261.750000 Penalty: 716.358765
	Iteration 16Q: 3 clusters Score -67261.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -67262.664062 Penalty: 716.358765
	Iteration 17Q: 3 clusters Score -67262.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -67263.171875 Penalty: 716.358765
	Iteration 18Q: 3 clusters Score -67263.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -67263.171875 Penalty: 716.358765
	Iteration 19F: 3 clusters Score -67263.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 196733 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 108082 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 10 contains 250905 members 
Mstep: Class 12 contains 78246 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 36258 members 
Entering Unmasked Estep 
Score: -21447536.000000 Penalty: 9211.357422
Splitting cluster 4 changes total score from -21447518.000000 to -21447536.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (11170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Entering Unmasked Estep 
Score: -330959.500000 Penalty: 424.104889
	Iteration 0F: 2 clusters Score -330959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -323552.062500 Penalty: 848.209778
	Iteration 0F: 3 clusters Score -323552.1 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -326915.812500 Penalty: 848.209778
	Iteration 1F: 3 clusters Score -326915.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -327590.031250 Penalty: 848.209778
	Iteration 2F: 3 clusters Score -327590 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -328421.437500 Penalty: 848.209778
	Iteration 3F: 3 clusters Score -328421.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -329195.781250 Penalty: 848.209778
	Iteration 4F: 3 clusters Score -329195.8 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -329620.968750 Penalty: 848.209778
	Iteration 5F: 3 clusters Score -329621 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -329776.968750 Penalty: 848.209778
	Iteration 6Q: 3 clusters Score -329777 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -329871.031250 Penalty: 848.209778
	Iteration 7Q: 3 clusters Score -329871 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -329960.812500 Penalty: 848.209778
	Iteration 8Q: 3 clusters Score -329960.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -330052.250000 Penalty: 848.209778
	Iteration 9Q: 3 clusters Score -330052.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -330150.406250 Penalty: 848.209778
	Iteration 10Q: 3 clusters Score -330150.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -330257.812500 Penalty: 848.209778
	Iteration 11Q: 3 clusters Score -330257.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -330357.468750 Penalty: 848.209778
	Iteration 12Q: 3 clusters Score -330357.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -330434.343750 Penalty: 848.209778
	Iteration 13Q: 3 clusters Score -330434.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -330490.906250 Penalty: 848.209778
	Iteration 14Q: 3 clusters Score -330490.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -330542.062500 Penalty: 848.209778
	Iteration 15Q: 3 clusters Score -330542.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -330576.531250 Penalty: 848.209778
	Iteration 16Q: 3 clusters Score -330576.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -330603.875000 Penalty: 848.209778
	Iteration 17Q: 3 clusters Score -330603.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -330618.937500 Penalty: 848.209778
	Iteration 18Q: 3 clusters Score -330618.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -330627.468750 Penalty: 848.209778
	Iteration 19Q: 3 clusters Score -330627.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -330635.656250 Penalty: 848.209778
	Iteration 20F: 3 clusters Score -330635.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -330639.812500 Penalty: 848.209778
	Iteration 21Q: 3 clusters Score -330639.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -330647.156250 Penalty: 848.209778
	Iteration 22Q: 3 clusters Score -330647.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -330656.750000 Penalty: 848.209778
	Iteration 23Q: 3 clusters Score -330656.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -330661.187500 Penalty: 848.209778
	Iteration 24Q: 3 clusters Score -330661.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -330667.875000 Penalty: 848.209778
	Iteration 25Q: 3 clusters Score -330667.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -330671.375000 Penalty: 848.209778
	Iteration 26Q: 3 clusters Score -330671.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -330674.062500 Penalty: 848.209778
	Iteration 27Q: 3 clusters Score -330674.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -330674.937500 Penalty: 848.209778
	Iteration 28Q: 3 clusters Score -330674.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -330675.687500 Penalty: 848.209778
	Iteration 29Q: 3 clusters Score -330675.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -330676.656250 Penalty: 848.209778
	Iteration 30Q: 3 clusters Score -330676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -330677.750000 Penalty: 848.209778
	Iteration 31Q: 3 clusters Score -330677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -330678.375000 Penalty: 848.209778
	Iteration 32Q: 3 clusters Score -330678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -330679.093750 Penalty: 848.209778
	Iteration 33Q: 3 clusters Score -330679.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -330679.968750 Penalty: 848.209778
	Iteration 34Q: 3 clusters Score -330680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -330680.687500 Penalty: 848.209778
	Iteration 35Q: 3 clusters Score -330680.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -330680.343750 Penalty: 848.209778
	Iteration 36Q: 3 clusters Score -330680.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -330681.250000 Penalty: 848.209778
	Iteration 37Q: 3 clusters Score -330681.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -330680.968750 Penalty: 848.209778
	Iteration 38Q: 3 clusters Score -330681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -330680.843750 Penalty: 848.209778
	Iteration 39Q: 3 clusters Score -330680.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -330680.656250 Penalty: 848.209778
	Iteration 40F: 3 clusters Score -330680.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -330681.187500 Penalty: 848.209778
	Iteration 41Q: 3 clusters Score -330681.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -330682.531250 Penalty: 848.209778
	Iteration 42Q: 3 clusters Score -330682.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -330683.187500 Penalty: 848.209778
	Iteration 43Q: 3 clusters Score -330683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -330684.031250 Penalty: 848.209778
	Iteration 44Q: 3 clusters Score -330684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -330683.593750 Penalty: 848.209778
	Iteration 45Q: 3 clusters Score -330683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -330683.750000 Penalty: 848.209778
	Iteration 46Q: 3 clusters Score -330683.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -330683.718750 Penalty: 848.209778
	Iteration 47Q: 3 clusters Score -330683.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -330683.625000 Penalty: 848.209778
	Iteration 48Q: 3 clusters Score -330683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -330683.531250 Penalty: 848.209778
	Iteration 49Q: 3 clusters Score -330683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -330683.531250 Penalty: 848.209778
	Iteration 50F: 3 clusters Score -330683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (108082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108082 members 
Entering Unmasked Estep 
Score: -3401494.250000 Penalty: 527.374390
	Iteration 0F: 2 clusters Score -3401494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -3328596.250000 Penalty: 1054.748779
	Iteration 0F: 3 clusters Score -3328596 nChanged 53015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -3362005.000000 Penalty: 1054.748779
	Iteration 1F: 3 clusters Score -3362005 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -3364223.250000 Penalty: 1054.748779
	Iteration 2Q: 3 clusters Score -3364223 nChanged 5532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -3367290.750000 Penalty: 1054.748779
	Iteration 3F: 3 clusters Score -3367291 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53727 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -3371550.500000 Penalty: 1054.748779
	Iteration 4F: 3 clusters Score -3371550 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -3376764.000000 Penalty: 1054.748779
	Iteration 5F: 3 clusters Score -3376764 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52231 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -3381619.500000 Penalty: 1054.748779
	Iteration 6F: 3 clusters Score -3381620 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51438 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -3384539.500000 Penalty: 1054.748779
	Iteration 7F: 3 clusters Score -3384540 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 57434 members 
Entering Unmasked Estep 
Score: -3385893.000000 Penalty: 1054.748779
	Iteration 8Q: 3 clusters Score -3385893 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 58296 members 
Entering Unmasked Estep 
Score: -3386474.500000 Penalty: 1054.748779
	Iteration 9Q: 3 clusters Score -3386474 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 59329 members 
Entering Unmasked Estep 
Score: -3386931.250000 Penalty: 1054.748779
	Iteration 10Q: 3 clusters Score -3386931 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47572 members 
Mstep: Class 2 contains 60510 members 
Entering Unmasked Estep 
Score: -3387397.000000 Penalty: 1054.748779
	Iteration 11Q: 3 clusters Score -3387397 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 61838 members 
Entering Unmasked Estep 
Score: -3387853.000000 Penalty: 1054.748779
	Iteration 12Q: 3 clusters Score -3387853 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 63329 members 
Entering Unmasked Estep 
Score: -3388380.250000 Penalty: 1054.748779
	Iteration 13Q: 3 clusters Score -3388380 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -3388903.000000 Penalty: 1054.748779
	Iteration 14Q: 3 clusters Score -3388903 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 66315 members 
Entering Unmasked Estep 
Score: -3389471.500000 Penalty: 1054.748779
	Iteration 15Q: 3 clusters Score -3389472 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 67857 members 
Entering Unmasked Estep 
Score: -3390048.750000 Penalty: 1054.748779
	Iteration 16Q: 3 clusters Score -3390049 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -3390550.250000 Penalty: 1054.748779
	Iteration 17Q: 3 clusters Score -3390550 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 70984 members 
Entering Unmasked Estep 
Score: -3391035.500000 Penalty: 1054.748779
	Iteration 18Q: 3 clusters Score -3391036 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 72537 members 
Entering Unmasked Estep 
Score: -3391519.250000 Penalty: 1054.748779
	Iteration 19Q: 3 clusters Score -3391519 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -3391954.500000 Penalty: 1054.748779
	Iteration 20F: 3 clusters Score -3391954 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 75592 members 
Entering Unmasked Estep 
Score: -3392448.250000 Penalty: 1054.748779
	Iteration 21Q: 3 clusters Score -3392448 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 77118 members 
Entering Unmasked Estep 
Score: -3392880.250000 Penalty: 1054.748779
	Iteration 22Q: 3 clusters Score -3392880 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 78589 members 
Entering Unmasked Estep 
Score: -3393334.250000 Penalty: 1054.748779
	Iteration 23Q: 3 clusters Score -3393334 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 80059 members 
Entering Unmasked Estep 
Score: -3393709.750000 Penalty: 1054.748779
	Iteration 24Q: 3 clusters Score -3393710 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 81461 members 
Entering Unmasked Estep 
Score: -3394110.750000 Penalty: 1054.748779
	Iteration 25Q: 3 clusters Score -3394111 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 82841 members 
Entering Unmasked Estep 
Score: -3394494.500000 Penalty: 1054.748779
	Iteration 26Q: 3 clusters Score -3394494 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -3394957.500000 Penalty: 1054.748779
	Iteration 27Q: 3 clusters Score -3394958 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 85611 members 
Entering Unmasked Estep 
Score: -3395375.750000 Penalty: 1054.748779
	Iteration 28Q: 3 clusters Score -3395376 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 86972 members 
Entering Unmasked Estep 
Score: -3395808.250000 Penalty: 1054.748779
	Iteration 29Q: 3 clusters Score -3395808 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -3396131.500000 Penalty: 1054.748779
	Iteration 30Q: 3 clusters Score -3396132 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 89452 members 
Entering Unmasked Estep 
Score: -3396516.750000 Penalty: 1054.748779
	Iteration 31Q: 3 clusters Score -3396517 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Mstep: Class 2 contains 90642 members 
Entering Unmasked Estep 
Score: -3396865.000000 Penalty: 1054.748779
	Iteration 32Q: 3 clusters Score -3396865 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -3397236.000000 Penalty: 1054.748779
	Iteration 33Q: 3 clusters Score -3397236 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -3397553.250000 Penalty: 1054.748779
	Iteration 34Q: 3 clusters Score -3397553 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 93861 members 
Entering Unmasked Estep 
Score: -3397855.500000 Penalty: 1054.748779
	Iteration 35Q: 3 clusters Score -3397856 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 94843 members 
Entering Unmasked Estep 
Score: -3398175.250000 Penalty: 1054.748779
	Iteration 36Q: 3 clusters Score -3398175 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 95764 members 
Entering Unmasked Estep 
Score: -3398438.750000 Penalty: 1054.748779
	Iteration 37Q: 3 clusters Score -3398439 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 96625 members 
Entering Unmasked Estep 
Score: -3398695.250000 Penalty: 1054.748779
	Iteration 38Q: 3 clusters Score -3398695 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 97432 members 
Entering Unmasked Estep 
Score: -3398916.500000 Penalty: 1054.748779
	Iteration 39Q: 3 clusters Score -3398916 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 98172 members 
Entering Unmasked Estep 
Score: -3399133.500000 Penalty: 1054.748779
	Iteration 40F: 3 clusters Score -3399134 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 98890 members 
Entering Unmasked Estep 
Score: -3399333.750000 Penalty: 1054.748779
	Iteration 41Q: 3 clusters Score -3399334 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 99551 members 
Entering Unmasked Estep 
Score: -3399523.500000 Penalty: 1054.748779
	Iteration 42Q: 3 clusters Score -3399524 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 100195 members 
Entering Unmasked Estep 
Score: -3399739.500000 Penalty: 1054.748779
	Iteration 43Q: 3 clusters Score -3399740 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 100779 members 
Entering Unmasked Estep 
Score: -3399915.750000 Penalty: 1054.748779
	Iteration 44Q: 3 clusters Score -3399916 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 101299 members 
Entering Unmasked Estep 
Score: -3400068.250000 Penalty: 1054.748779
	Iteration 45Q: 3 clusters Score -3400068 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 101805 members 
Entering Unmasked Estep 
Score: -3400223.500000 Penalty: 1054.748779
	Iteration 46Q: 3 clusters Score -3400224 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 102250 members 
Entering Unmasked Estep 
Score: -3400344.250000 Penalty: 1054.748779
	Iteration 47Q: 3 clusters Score -3400344 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 102655 members 
Entering Unmasked Estep 
Score: -3400466.250000 Penalty: 1054.748779
	Iteration 48Q: 3 clusters Score -3400466 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 103025 members 
Entering Unmasked Estep 
Score: -3400563.750000 Penalty: 1054.748779
	Iteration 49Q: 3 clusters Score -3400564 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 103390 members 
Entering Unmasked Estep 
Score: -3400666.750000 Penalty: 1054.748779
	Iteration 50Q: 3 clusters Score -3400667 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 103728 members 
Entering Unmasked Estep 
Score: -3400762.500000 Penalty: 1054.748779
	Iteration 51Q: 3 clusters Score -3400762 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -3400860.000000 Penalty: 1054.748779
	Iteration 52Q: 3 clusters Score -3400860 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 104309 members 
Entering Unmasked Estep 
Score: -3400946.750000 Penalty: 1054.748779
	Iteration 53Q: 3 clusters Score -3400947 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 104539 members 
Entering Unmasked Estep 
Score: -3401015.250000 Penalty: 1054.748779
	Iteration 54Q: 3 clusters Score -3401015 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 104758 members 
Entering Unmasked Estep 
Score: -3401053.500000 Penalty: 1054.748779
	Iteration 55Q: 3 clusters Score -3401054 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 104966 members 
Entering Unmasked Estep 
Score: -3401095.000000 Penalty: 1054.748779
	Iteration 56Q: 3 clusters Score -3401095 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 105157 members 
Entering Unmasked Estep 
Score: -3401139.250000 Penalty: 1054.748779
	Iteration 57Q: 3 clusters Score -3401139 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 105333 members 
Entering Unmasked Estep 
Score: -3401202.500000 Penalty: 1054.748779
	Iteration 58Q: 3 clusters Score -3401202 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 105469 members 
Entering Unmasked Estep 
Score: -3401243.250000 Penalty: 1054.748779
	Iteration 59Q: 3 clusters Score -3401243 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 105590 members 
Entering Unmasked Estep 
Score: -3401262.000000 Penalty: 1054.748779
	Iteration 60F: 3 clusters Score -3401262 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -3401282.000000 Penalty: 1054.748779
	Iteration 61Q: 3 clusters Score -3401282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 105768 members 
Entering Unmasked Estep 
Score: -3401309.500000 Penalty: 1054.748779
	Iteration 62Q: 3 clusters Score -3401310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 105854 members 
Entering Unmasked Estep 
Score: -3401335.000000 Penalty: 1054.748779
	Iteration 63Q: 3 clusters Score -3401335 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 105945 members 
Entering Unmasked Estep 
Score: -3401372.500000 Penalty: 1054.748779
	Iteration 64Q: 3 clusters Score -3401372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 106020 members 
Entering Unmasked Estep 
Score: -3401408.250000 Penalty: 1054.748779
	Iteration 65Q: 3 clusters Score -3401408 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -3401435.250000 Penalty: 1054.748779
	Iteration 66Q: 3 clusters Score -3401435 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 106140 members 
Entering Unmasked Estep 
Score: -3401447.750000 Penalty: 1054.748779
	Iteration 67Q: 3 clusters Score -3401448 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 106191 members 
Entering Unmasked Estep 
Score: -3401464.500000 Penalty: 1054.748779
	Iteration 68Q: 3 clusters Score -3401464 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 106242 members 
Entering Unmasked Estep 
Score: -3401478.000000 Penalty: 1054.748779
	Iteration 69Q: 3 clusters Score -3401478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 106304 members 
Entering Unmasked Estep 
Score: -3401500.500000 Penalty: 1054.748779
	Iteration 70Q: 3 clusters Score -3401500 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -3401505.000000 Penalty: 1054.748779
	Iteration 71Q: 3 clusters Score -3401505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 106400 members 
Entering Unmasked Estep 
Score: -3401525.000000 Penalty: 1054.748779
	Iteration 72Q: 3 clusters Score -3401525 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 106443 members 
Entering Unmasked Estep 
Score: -3401534.500000 Penalty: 1054.748779
	Iteration 73Q: 3 clusters Score -3401534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -3401544.750000 Penalty: 1054.748779
	Iteration 74Q: 3 clusters Score -3401545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 106522 members 
Entering Unmasked Estep 
Score: -3401553.500000 Penalty: 1054.748779
	Iteration 75Q: 3 clusters Score -3401554 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 106555 members 
Entering Unmasked Estep 
Score: -3401558.000000 Penalty: 1054.748779
	Iteration 76Q: 3 clusters Score -3401558 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 106580 members 
Entering Unmasked Estep 
Score: -3401552.500000 Penalty: 1054.748779
	Iteration 77Q: 3 clusters Score -3401552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 106604 members 
Entering Unmasked Estep 
Score: -3401555.500000 Penalty: 1054.748779
	Iteration 78Q: 3 clusters Score -3401556 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 106630 members 
Entering Unmasked Estep 
Score: -3401562.750000 Penalty: 1054.748779
	Iteration 79Q: 3 clusters Score -3401563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 106655 members 
Entering Unmasked Estep 
Score: -3401561.250000 Penalty: 1054.748779
	Iteration 80F: 3 clusters Score -3401561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 106666 members 
Entering Unmasked Estep 
Score: -3401567.750000 Penalty: 1054.748779
	Iteration 81Q: 3 clusters Score -3401568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 106677 members 
Entering Unmasked Estep 
Score: -3401571.000000 Penalty: 1054.748779
	Iteration 82Q: 3 clusters Score -3401571 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -3401576.750000 Penalty: 1054.748779
	Iteration 83Q: 3 clusters Score -3401577 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -3401572.250000 Penalty: 1054.748779
	Iteration 84Q: 3 clusters Score -3401572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 106739 members 
Entering Unmasked Estep 
Score: -3401575.250000 Penalty: 1054.748779
	Iteration 85Q: 3 clusters Score -3401575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 106749 members 
Entering Unmasked Estep 
Score: -3401580.750000 Penalty: 1054.748779
	Iteration 86Q: 3 clusters Score -3401581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 106764 members 
Entering Unmasked Estep 
Score: -3401589.750000 Penalty: 1054.748779
	Iteration 87Q: 3 clusters Score -3401590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 106774 members 
Entering Unmasked Estep 
Score: -3401589.250000 Penalty: 1054.748779
	Iteration 88Q: 3 clusters Score -3401589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 106783 members 
Entering Unmasked Estep 
Score: -3401590.250000 Penalty: 1054.748779
	Iteration 89Q: 3 clusters Score -3401590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 106801 members 
Entering Unmasked Estep 
Score: -3401601.500000 Penalty: 1054.748779
	Iteration 90Q: 3 clusters Score -3401602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 106820 members 
Entering Unmasked Estep 
Score: -3401607.500000 Penalty: 1054.748779
	Iteration 91Q: 3 clusters Score -3401608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 106837 members 
Entering Unmasked Estep 
Score: -3401613.000000 Penalty: 1054.748779
	Iteration 92Q: 3 clusters Score -3401613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 106853 members 
Entering Unmasked Estep 
Score: -3401619.750000 Penalty: 1054.748779
	Iteration 93Q: 3 clusters Score -3401620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 106865 members 
Entering Unmasked Estep 
Score: -3401615.750000 Penalty: 1054.748779
	Iteration 94Q: 3 clusters Score -3401616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 106876 members 
Entering Unmasked Estep 
Score: -3401615.750000 Penalty: 1054.748779
	Iteration 95Q: 3 clusters Score -3401616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 106888 members 
Entering Unmasked Estep 
Score: -3401621.500000 Penalty: 1054.748779
	Iteration 96Q: 3 clusters Score -3401622 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 106892 members 
Entering Unmasked Estep 
Score: -3401616.500000 Penalty: 1054.748779
	Iteration 97Q: 3 clusters Score -3401616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 106894 members 
Entering Unmasked Estep 
Score: -3401622.750000 Penalty: 1054.748779
	Iteration 98Q: 3 clusters Score -3401623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 106902 members 
Entering Unmasked Estep 
Score: -3401628.750000 Penalty: 1054.748779
	Iteration 99Q: 3 clusters Score -3401629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 106910 members 
Entering Unmasked Estep 
Score: -3401629.000000 Penalty: 1054.748779
	Iteration 100F: 3 clusters Score -3401629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 106917 members 
Entering Unmasked Estep 
Score: -3401639.750000 Penalty: 1054.748779
	Iteration 101Q: 3 clusters Score -3401640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 106927 members 
Entering Unmasked Estep 
Score: -3401648.750000 Penalty: 1054.748779
	Iteration 102Q: 3 clusters Score -3401649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 106938 members 
Entering Unmasked Estep 
Score: -3401656.000000 Penalty: 1054.748779
	Iteration 103Q: 3 clusters Score -3401656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -3401658.500000 Penalty: 1054.748779
	Iteration 104Q: 3 clusters Score -3401658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 106956 members 
Entering Unmasked Estep 
Score: -3401659.000000 Penalty: 1054.748779
	Iteration 105Q: 3 clusters Score -3401659 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -3401656.500000 Penalty: 1054.748779
	Iteration 106Q: 3 clusters Score -3401656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 106965 members 
Entering Unmasked Estep 
Score: -3401658.750000 Penalty: 1054.748779
	Iteration 107Q: 3 clusters Score -3401659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -3401656.250000 Penalty: 1054.748779
	Iteration 108Q: 3 clusters Score -3401656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 106968 members 
Entering Unmasked Estep 
Score: -3401656.750000 Penalty: 1054.748779
	Iteration 109Q: 3 clusters Score -3401657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 106966 members 
Entering Unmasked Estep 
Score: -3401657.500000 Penalty: 1054.748779
	Iteration 110Q: 3 clusters Score -3401658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 106969 members 
Entering Unmasked Estep 
Score: -3401663.000000 Penalty: 1054.748779
	Iteration 111Q: 3 clusters Score -3401663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 106972 members 
Entering Unmasked Estep 
Score: -3401663.000000 Penalty: 1054.748779
	Iteration 112Q: 3 clusters Score -3401663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 106974 members 
Entering Unmasked Estep 
Score: -3401661.750000 Penalty: 1054.748779
	Iteration 113Q: 3 clusters Score -3401662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 106976 members 
Entering Unmasked Estep 
Score: -3401661.250000 Penalty: 1054.748779
	Iteration 114Q: 3 clusters Score -3401661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 106975 members 
Entering Unmasked Estep 
Score: -3401662.250000 Penalty: 1054.748779
	Iteration 115Q: 3 clusters Score -3401662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 106971 members 
Entering Unmasked Estep 
Score: -3401661.250000 Penalty: 1054.748779
	Iteration 116Q: 3 clusters Score -3401661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -3401663.000000 Penalty: 1054.748779
	Iteration 117Q: 3 clusters Score -3401663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -3401663.000000 Penalty: 1054.748779
	Iteration 118F: 3 clusters Score -3401663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 196733 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 106970 members 
Mstep: Class 10 contains 250905 members 
Mstep: Class 12 contains 78246 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 36258 members 
Entering Unmasked Estep 
Score: -21447476.000000 Penalty: 9825.448242
Splitting cluster 6 changes total score from -21447518.000000 to -21447476.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (250905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250905 members 
Entering Unmasked Estep 
Score: -7447147.500000 Penalty: 565.693787
	Iteration 0F: 2 clusters Score -7447148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 125042 members 
Entering Unmasked Estep 
Score: -7275578.500000 Penalty: 1131.387573
	Iteration 0F: 3 clusters Score -7275578 nChanged 124060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149981 members 
Mstep: Class 2 contains 100924 members 
Entering Unmasked Estep 
Score: -7355346.000000 Penalty: 1131.387573
	Iteration 1F: 3 clusters Score -7355346 nChanged 16532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165765 members 
Mstep: Class 2 contains 85140 members 
Entering Unmasked Estep 
Score: -7364795.500000 Penalty: 1131.387573
	Iteration 2F: 3 clusters Score -7364796 nChanged 22228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187671 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -7382209.500000 Penalty: 1131.387573
	Iteration 3F: 3 clusters Score -7382210 nChanged 25050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212533 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -7406765.500000 Penalty: 1131.387573
	Iteration 4F: 3 clusters Score -7406766 nChanged 21024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233447 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -7429278.000000 Penalty: 1131.387573
	Iteration 5F: 3 clusters Score -7429278 nChanged 11409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244818 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -7441334.500000 Penalty: 1131.387573
	Iteration 6Q: 3 clusters Score -7441334 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248844 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -7445256.000000 Penalty: 1131.387573
	Iteration 7Q: 3 clusters Score -7445256 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249979 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -7446623.500000 Penalty: 1131.387573
	Iteration 8Q: 3 clusters Score -7446624 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250094 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7447132.000000 Penalty: 1131.387573
	Iteration 9Q: 3 clusters Score -7447132 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249954 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -7447318.000000 Penalty: 1131.387573
	Iteration 10Q: 3 clusters Score -7447318 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249810 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -7447389.000000 Penalty: 1131.387573
	Iteration 11Q: 3 clusters Score -7447389 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249681 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7447450.000000 Penalty: 1131.387573
	Iteration 12Q: 3 clusters Score -7447450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249573 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -7447478.500000 Penalty: 1131.387573
	Iteration 13Q: 3 clusters Score -7447478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249486 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7447498.000000 Penalty: 1131.387573
	Iteration 14Q: 3 clusters Score -7447498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249418 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -7447498.000000 Penalty: 1131.387573
	Iteration 15Q: 3 clusters Score -7447498 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249364 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -7447516.000000 Penalty: 1131.387573
	Iteration 16Q: 3 clusters Score -7447516 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249319 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -7447511.000000 Penalty: 1131.387573
	Iteration 17Q: 3 clusters Score -7447511 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249276 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7447517.500000 Penalty: 1131.387573
	Iteration 18Q: 3 clusters Score -7447518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249246 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -7447508.500000 Penalty: 1131.387573
	Iteration 19Q: 3 clusters Score -7447508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249220 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7447498.000000 Penalty: 1131.387573
	Iteration 20F: 3 clusters Score -7447498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249198 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7447502.500000 Penalty: 1131.387573
	Iteration 21Q: 3 clusters Score -7447502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249178 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7447508.000000 Penalty: 1131.387573
	Iteration 22Q: 3 clusters Score -7447508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249152 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7447495.000000 Penalty: 1131.387573
	Iteration 23Q: 3 clusters Score -7447495 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249135 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -7447491.000000 Penalty: 1131.387573
	Iteration 24Q: 3 clusters Score -7447491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249118 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -7447502.500000 Penalty: 1131.387573
	Iteration 25Q: 3 clusters Score -7447502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249098 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7447509.000000 Penalty: 1131.387573
	Iteration 26Q: 3 clusters Score -7447509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249070 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7447514.500000 Penalty: 1131.387573
	Iteration 27Q: 3 clusters Score -7447514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249044 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -7447522.000000 Penalty: 1131.387573
	Iteration 28Q: 3 clusters Score -7447522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249019 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7447533.500000 Penalty: 1131.387573
	Iteration 29Q: 3 clusters Score -7447534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248986 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7447544.500000 Penalty: 1131.387573
	Iteration 30Q: 3 clusters Score -7447544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248953 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7447541.500000 Penalty: 1131.387573
	Iteration 31Q: 3 clusters Score -7447542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248923 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7447559.500000 Penalty: 1131.387573
	Iteration 32Q: 3 clusters Score -7447560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248894 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7447564.500000 Penalty: 1131.387573
	Iteration 33Q: 3 clusters Score -7447564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248869 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7447562.000000 Penalty: 1131.387573
	Iteration 34Q: 3 clusters Score -7447562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248848 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7447568.500000 Penalty: 1131.387573
	Iteration 35Q: 3 clusters Score -7447568 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248821 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7447571.500000 Penalty: 1131.387573
	Iteration 36Q: 3 clusters Score -7447572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248797 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7447572.500000 Penalty: 1131.387573
	Iteration 37Q: 3 clusters Score -7447572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248780 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7447565.500000 Penalty: 1131.387573
	Iteration 38Q: 3 clusters Score -7447566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248758 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7447568.000000 Penalty: 1131.387573
	Iteration 39Q: 3 clusters Score -7447568 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248733 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7447577.000000 Penalty: 1131.387573
	Iteration 40F: 3 clusters Score -7447577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248719 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7447574.500000 Penalty: 1131.387573
	Iteration 41Q: 3 clusters Score -7447574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248708 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7447583.000000 Penalty: 1131.387573
	Iteration 42Q: 3 clusters Score -7447583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248698 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7447580.000000 Penalty: 1131.387573
	Iteration 43Q: 3 clusters Score -7447580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248695 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7447579.500000 Penalty: 1131.387573
	Iteration 44Q: 3 clusters Score -7447580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248695 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7447580.000000 Penalty: 1131.387573
	Iteration 45Q: 3 clusters Score -7447580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248694 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7447586.000000 Penalty: 1131.387573
	Iteration 46Q: 3 clusters Score -7447586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248693 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7447582.000000 Penalty: 1131.387573
	Iteration 47Q: 3 clusters Score -7447582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7447587.000000 Penalty: 1131.387573
	Iteration 48Q: 3 clusters Score -7447587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248690 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -7447583.000000 Penalty: 1131.387573
	Iteration 49Q: 3 clusters Score -7447583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7447585.500000 Penalty: 1131.387573
	Iteration 50Q: 3 clusters Score -7447586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7447586.500000 Penalty: 1131.387573
	Iteration 51Q: 3 clusters Score -7447586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248689 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -7447586.500000 Penalty: 1131.387573
	Iteration 52F: 3 clusters Score -7447586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 196733 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 108082 members 
Mstep: Class 7 contains 2380 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 10 contains 248689 members 
Mstep: Class 12 contains 78246 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 36258 members 
Entering Unmasked Estep 
Score: -21447768.000000 Penalty: 9825.448242
Splitting cluster 10 changes total score from -21447518.000000 to -21447768.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 12 (78246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Entering Unmasked Estep 
Score: -2631979.750000 Penalty: 512.676392
	Iteration 0F: 2 clusters Score -2631980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -2578897.500000 Penalty: 1025.352783
	Iteration 0F: 3 clusters Score -2578898 nChanged 38335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -2602210.250000 Penalty: 1025.352783
	Iteration 1F: 3 clusters Score -2602210 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -2603132.500000 Penalty: 1025.352783
	Iteration 2Q: 3 clusters Score -2603132 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 34278 members 
Entering Unmasked Estep 
Score: -2604762.500000 Penalty: 1025.352783
	Iteration 3Q: 3 clusters Score -2604762 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -2607473.250000 Penalty: 1025.352783
	Iteration 4F: 3 clusters Score -2607473 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49884 members 
Mstep: Class 2 contains 28362 members 
Entering Unmasked Estep 
Score: -2611619.500000 Penalty: 1025.352783
	Iteration 5F: 3 clusters Score -2611620 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -2616733.500000 Penalty: 1025.352783
	Iteration 6F: 3 clusters Score -2616734 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55937 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -2621120.000000 Penalty: 1025.352783
	Iteration 7F: 3 clusters Score -2621120 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2623766.500000 Penalty: 1025.352783
	Iteration 8Q: 3 clusters Score -2623766 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2625031.000000 Penalty: 1025.352783
	Iteration 9Q: 3 clusters Score -2625031 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2625844.750000 Penalty: 1025.352783
	Iteration 10Q: 3 clusters Score -2625845 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60704 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2626428.500000 Penalty: 1025.352783
	Iteration 11Q: 3 clusters Score -2626428 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61640 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -2626975.000000 Penalty: 1025.352783
	Iteration 12Q: 3 clusters Score -2626975 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -2627424.500000 Penalty: 1025.352783
	Iteration 13Q: 3 clusters Score -2627424 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63362 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2627772.250000 Penalty: 1025.352783
	Iteration 14Q: 3 clusters Score -2627772 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64165 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2628094.750000 Penalty: 1025.352783
	Iteration 15Q: 3 clusters Score -2628095 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64947 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2628395.250000 Penalty: 1025.352783
	Iteration 16Q: 3 clusters Score -2628395 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65708 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2628679.750000 Penalty: 1025.352783
	Iteration 17Q: 3 clusters Score -2628680 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66457 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -2628937.250000 Penalty: 1025.352783
	Iteration 18Q: 3 clusters Score -2628937 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67185 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2629186.500000 Penalty: 1025.352783
	Iteration 19Q: 3 clusters Score -2629186 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67907 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2629406.750000 Penalty: 1025.352783
	Iteration 20F: 3 clusters Score -2629407 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68565 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2629571.500000 Penalty: 1025.352783
	Iteration 21Q: 3 clusters Score -2629572 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69177 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -2629744.250000 Penalty: 1025.352783
	Iteration 22Q: 3 clusters Score -2629744 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69788 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2629912.500000 Penalty: 1025.352783
	Iteration 23Q: 3 clusters Score -2629912 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2630080.750000 Penalty: 1025.352783
	Iteration 24Q: 3 clusters Score -2630081 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71019 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2630252.250000 Penalty: 1025.352783
	Iteration 25Q: 3 clusters Score -2630252 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -2630392.750000 Penalty: 1025.352783
	Iteration 26Q: 3 clusters Score -2630393 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -2630519.250000 Penalty: 1025.352783
	Iteration 27Q: 3 clusters Score -2630519 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72488 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -2630604.750000 Penalty: 1025.352783
	Iteration 28Q: 3 clusters Score -2630605 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72902 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2630722.750000 Penalty: 1025.352783
	Iteration 29Q: 3 clusters Score -2630723 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73297 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2630827.250000 Penalty: 1025.352783
	Iteration 30Q: 3 clusters Score -2630827 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73646 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -2630912.750000 Penalty: 1025.352783
	Iteration 31Q: 3 clusters Score -2630913 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73979 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2631002.750000 Penalty: 1025.352783
	Iteration 32Q: 3 clusters Score -2631003 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74296 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2631086.250000 Penalty: 1025.352783
	Iteration 33Q: 3 clusters Score -2631086 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74600 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -2631154.500000 Penalty: 1025.352783
	Iteration 34Q: 3 clusters Score -2631154 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74881 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -2631227.750000 Penalty: 1025.352783
	Iteration 35Q: 3 clusters Score -2631228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75119 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2631293.500000 Penalty: 1025.352783
	Iteration 36Q: 3 clusters Score -2631294 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2631361.500000 Penalty: 1025.352783
	Iteration 37Q: 3 clusters Score -2631362 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2631403.750000 Penalty: 1025.352783
	Iteration 38Q: 3 clusters Score -2631404 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75698 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2631448.750000 Penalty: 1025.352783
	Iteration 39Q: 3 clusters Score -2631449 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75846 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2631473.750000 Penalty: 1025.352783
	Iteration 40F: 3 clusters Score -2631474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2631495.750000 Penalty: 1025.352783
	Iteration 41Q: 3 clusters Score -2631496 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76099 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2631515.250000 Penalty: 1025.352783
	Iteration 42Q: 3 clusters Score -2631515 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76210 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2631534.750000 Penalty: 1025.352783
	Iteration 43Q: 3 clusters Score -2631535 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76317 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2631556.250000 Penalty: 1025.352783
	Iteration 44Q: 3 clusters Score -2631556 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76423 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2631571.000000 Penalty: 1025.352783
	Iteration 45Q: 3 clusters Score -2631571 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76517 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2631590.500000 Penalty: 1025.352783
	Iteration 46Q: 3 clusters Score -2631590 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76605 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2631611.250000 Penalty: 1025.352783
	Iteration 47Q: 3 clusters Score -2631611 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76688 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2631627.500000 Penalty: 1025.352783
	Iteration 48Q: 3 clusters Score -2631628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76767 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2631640.750000 Penalty: 1025.352783
	Iteration 49Q: 3 clusters Score -2631641 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76832 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2631652.000000 Penalty: 1025.352783
	Iteration 50Q: 3 clusters Score -2631652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76883 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2631655.000000 Penalty: 1025.352783
	Iteration 51Q: 3 clusters Score -2631655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76914 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2631665.500000 Penalty: 1025.352783
	Iteration 52Q: 3 clusters Score -2631666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76944 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2631668.000000 Penalty: 1025.352783
	Iteration 53Q: 3 clusters Score -2631668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2631675.000000 Penalty: 1025.352783
	Iteration 54Q: 3 clusters Score -2631675 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76996 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2631679.500000 Penalty: 1025.352783
	Iteration 55Q: 3 clusters Score -2631680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77008 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -2631685.250000 Penalty: 1025.352783
	Iteration 56Q: 3 clusters Score -2631685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77026 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2631692.250000 Penalty: 1025.352783
	Iteration 57Q: 3 clusters Score -2631692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77039 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2631689.500000 Penalty: 1025.352783
	Iteration 58Q: 3 clusters Score -2631690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77054 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2631690.500000 Penalty: 1025.352783
	Iteration 59Q: 3 clusters Score -2631690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2631696.500000 Penalty: 1025.352783
	Iteration 60F: 3 clusters Score -2631696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2631696.750000 Penalty: 1025.352783
	Iteration 61Q: 3 clusters Score -2631697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77120 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2631700.250000 Penalty: 1025.352783
	Iteration 62Q: 3 clusters Score -2631700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2631712.500000 Penalty: 1025.352783
	Iteration 63Q: 3 clusters Score -2631712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2631714.500000 Penalty: 1025.352783
	Iteration 64Q: 3 clusters Score -2631714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77169 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2631720.750000 Penalty: 1025.352783
	Iteration 65Q: 3 clusters Score -2631721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77173 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2631720.750000 Penalty: 1025.352783
	Iteration 66Q: 3 clusters Score -2631721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77176 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2631722.250000 Penalty: 1025.352783
	Iteration 67Q: 3 clusters Score -2631722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77178 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2631721.750000 Penalty: 1025.352783
	Iteration 68Q: 3 clusters Score -2631722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2631722.000000 Penalty: 1025.352783
	Iteration 69Q: 3 clusters Score -2631722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77182 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2631721.500000 Penalty: 1025.352783
	Iteration 70Q: 3 clusters Score -2631722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77186 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2631720.000000 Penalty: 1025.352783
	Iteration 71Q: 3 clusters Score -2631720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77195 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2631716.250000 Penalty: 1025.352783
	Iteration 72Q: 3 clusters Score -2631716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2631717.500000 Penalty: 1025.352783
	Iteration 73Q: 3 clusters Score -2631718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77203 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2631717.500000 Penalty: 1025.352783
	Iteration 74Q: 3 clusters Score -2631718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77205 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2631718.250000 Penalty: 1025.352783
	Iteration 75Q: 3 clusters Score -2631718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77208 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2631718.000000 Penalty: 1025.352783
	Iteration 76Q: 3 clusters Score -2631718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2631717.000000 Penalty: 1025.352783
	Iteration 77Q: 3 clusters Score -2631717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77218 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2631717.750000 Penalty: 1025.352783
	Iteration 78Q: 3 clusters Score -2631718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77225 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2631716.500000 Penalty: 1025.352783
	Iteration 79Q: 3 clusters Score -2631716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77233 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2631716.750000 Penalty: 1025.352783
	Iteration 80F: 3 clusters Score -2631717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77242 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2631718.250000 Penalty: 1025.352783
	Iteration 81Q: 3 clusters Score -2631718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2631720.250000 Penalty: 1025.352783
	Iteration 82Q: 3 clusters Score -2631720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77265 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2631721.500000 Penalty: 1025.352783
	Iteration 83Q: 3 clusters Score -2631722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77273 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2631722.750000 Penalty: 1025.352783
	Iteration 84Q: 3 clusters Score -2631723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2631725.250000 Penalty: 1025.352783
	Iteration 85Q: 3 clusters Score -2631725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77289 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2631721.000000 Penalty: 1025.352783
	Iteration 86Q: 3 clusters Score -2631721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77291 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2631725.000000 Penalty: 1025.352783
	Iteration 87Q: 3 clusters Score -2631725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77296 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2631724.000000 Penalty: 1025.352783
	Iteration 88Q: 3 clusters Score -2631724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2631726.250000 Penalty: 1025.352783
	Iteration 89Q: 3 clusters Score -2631726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77308 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2631726.750000 Penalty: 1025.352783
	Iteration 90Q: 3 clusters Score -2631727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2631730.750000 Penalty: 1025.352783
	Iteration 91Q: 3 clusters Score -2631731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77320 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2631731.250000 Penalty: 1025.352783
	Iteration 92Q: 3 clusters Score -2631731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77327 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2631734.000000 Penalty: 1025.352783
	Iteration 93Q: 3 clusters Score -2631734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2631732.250000 Penalty: 1025.352783
	Iteration 94Q: 3 clusters Score -2631732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77343 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2631731.750000 Penalty: 1025.352783
	Iteration 95Q: 3 clusters Score -2631732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77349 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2631734.000000 Penalty: 1025.352783
	Iteration 96Q: 3 clusters Score -2631734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77356 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2631735.250000 Penalty: 1025.352783
	Iteration 97Q: 3 clusters Score -2631735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77366 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2631738.500000 Penalty: 1025.352783
	Iteration 98Q: 3 clusters Score -2631738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2631740.000000 Penalty: 1025.352783
	Iteration 99Q: 3 clusters Score -2631740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2631739.000000 Penalty: 1025.352783
	Iteration 100F: 3 clusters Score -2631739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77386 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2631740.000000 Penalty: 1025.352783
	Iteration 101Q: 3 clusters Score -2631740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77389 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2631743.250000 Penalty: 1025.352783
	Iteration 102Q: 3 clusters Score -2631743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77394 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2631745.500000 Penalty: 1025.352783
	Iteration 103Q: 3 clusters Score -2631746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77392 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2631744.500000 Penalty: 1025.352783
	Iteration 104Q: 3 clusters Score -2631744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2631747.000000 Penalty: 1025.352783
	Iteration 105Q: 3 clusters Score -2631747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77395 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2631747.500000 Penalty: 1025.352783
	Iteration 106Q: 3 clusters Score -2631748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77398 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2631745.750000 Penalty: 1025.352783
	Iteration 107Q: 3 clusters Score -2631746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77404 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2631741.750000 Penalty: 1025.352783
	Iteration 108Q: 3 clusters Score -2631742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2631744.500000 Penalty: 1025.352783
	Iteration 109Q: 3 clusters Score -2631744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77409 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2631744.500000 Penalty: 1025.352783
	Iteration 110F: 3 clusters Score -2631744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Entering Unmasked Estep 
Score: -168186.687500 Penalty: 389.856140
	Iteration 0F: 2 clusters Score -168186.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -164635.843750 Penalty: 779.712280
	Iteration 0F: 3 clusters Score -164635.8 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -166006.875000 Penalty: 779.712280
	Iteration 1F: 3 clusters Score -166006.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -166097.765625 Penalty: 779.712280
	Iteration 2Q: 3 clusters Score -166097.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -166193.890625 Penalty: 779.712280
	Iteration 3Q: 3 clusters Score -166193.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -166318.750000 Penalty: 779.712280
	Iteration 4Q: 3 clusters Score -166318.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -166466.328125 Penalty: 779.712280
	Iteration 5F: 3 clusters Score -166466.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -166666.390625 Penalty: 779.712280
	Iteration 6F: 3 clusters Score -166666.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -166955.015625 Penalty: 779.712280
	Iteration 7F: 3 clusters Score -166955 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -167257.578125 Penalty: 779.712280
	Iteration 8F: 3 clusters Score -167257.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -167506.468750 Penalty: 779.712280
	Iteration 9Q: 3 clusters Score -167506.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -167679.140625 Penalty: 779.712280
	Iteration 10Q: 3 clusters Score -167679.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -167767.375000 Penalty: 779.712280
	Iteration 11Q: 3 clusters Score -167767.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -167817.171875 Penalty: 779.712280
	Iteration 12Q: 3 clusters Score -167817.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -167855.546875 Penalty: 779.712280
	Iteration 13Q: 3 clusters Score -167855.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -167881.953125 Penalty: 779.712280
	Iteration 14Q: 3 clusters Score -167882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -167904.640625 Penalty: 779.712280
	Iteration 15Q: 3 clusters Score -167904.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -167914.375000 Penalty: 779.712280
	Iteration 16Q: 3 clusters Score -167914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -167921.109375 Penalty: 779.712280
	Iteration 17Q: 3 clusters Score -167921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -167923.656250 Penalty: 779.712280
	Iteration 18Q: 3 clusters Score -167923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -167924.671875 Penalty: 779.712280
	Iteration 19Q: 3 clusters Score -167924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -167924.843750 Penalty: 779.712280
	Iteration 20F: 3 clusters Score -167924.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -53917.003906 Penalty: 334.096466
	Iteration 0F: 2 clusters Score -53917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -52781.855469 Penalty: 668.192932
	Iteration 0F: 3 clusters Score -52781.86 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -53129.738281 Penalty: 668.192932
	Iteration 1F: 3 clusters Score -53129.74 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53166.300781 Penalty: 668.192932
	Iteration 2F: 3 clusters Score -53166.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -53185.355469 Penalty: 668.192932
	Iteration 3Q: 3 clusters Score -53185.36 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53196.136719 Penalty: 668.192932
	Iteration 4Q: 3 clusters Score -53196.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -53202.402344 Penalty: 668.192932
	Iteration 5Q: 3 clusters Score -53202.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -53208.320312 Penalty: 668.192932
	Iteration 6Q: 3 clusters Score -53208.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -53212.039062 Penalty: 668.192932
	Iteration 7Q: 3 clusters Score -53212.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53213.406250 Penalty: 668.192932
	Iteration 8Q: 3 clusters Score -53213.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -53214.718750 Penalty: 668.192932
	Iteration 9Q: 3 clusters Score -53214.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -53215.078125 Penalty: 668.192932
	Iteration 10Q: 3 clusters Score -53215.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -53215.523438 Penalty: 668.192932
	Iteration 11Q: 3 clusters Score -53215.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -53215.523438 Penalty: 668.192932
	Iteration 12F: 3 clusters Score -53215.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Entering Unmasked Estep 
Score: -506290.843750 Penalty: 439.894836
	Iteration 0F: 2 clusters Score -506290.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -495689.156250 Penalty: 879.789673
	Iteration 0F: 3 clusters Score -495689.2 nChanged 7552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -500093.937500 Penalty: 879.789673
	Iteration 1F: 3 clusters Score -500093.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -500419.343750 Penalty: 879.789673
	Iteration 2Q: 3 clusters Score -500419.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -500888.343750 Penalty: 879.789673
	Iteration 3F: 3 clusters Score -500888.3 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -501537.031250 Penalty: 879.789673
	Iteration 4F: 3 clusters Score -501537 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -502420.062500 Penalty: 879.789673
	Iteration 5F: 3 clusters Score -502420.1 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -503273.406250 Penalty: 879.789673
	Iteration 6F: 3 clusters Score -503273.4 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -503789.718750 Penalty: 879.789673
	Iteration 7F: 3 clusters Score -503789.7 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -504006.906250 Penalty: 879.789673
	Iteration 8Q: 3 clusters Score -504006.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -504164.312500 Penalty: 879.789673
	Iteration 9Q: 3 clusters Score -504164.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -504309.250000 Penalty: 879.789673
	Iteration 10Q: 3 clusters Score -504309.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -504448.312500 Penalty: 879.789673
	Iteration 11Q: 3 clusters Score -504448.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -504578.968750 Penalty: 879.789673
	Iteration 12Q: 3 clusters Score -504579 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -504698.187500 Penalty: 879.789673
	Iteration 13Q: 3 clusters Score -504698.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -504811.500000 Penalty: 879.789673
	Iteration 14Q: 3 clusters Score -504811.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -504920.812500 Penalty: 879.789673
	Iteration 15Q: 3 clusters Score -504920.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -505016.062500 Penalty: 879.789673
	Iteration 16Q: 3 clusters Score -505016.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -505104.750000 Penalty: 879.789673
	Iteration 17Q: 3 clusters Score -505104.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -505197.031250 Penalty: 879.789673
	Iteration 18Q: 3 clusters Score -505197 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -505282.312500 Penalty: 879.789673
	Iteration 19Q: 3 clusters Score -505282.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -505348.125000 Penalty: 879.789673
	Iteration 20F: 3 clusters Score -505348.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -505409.250000 Penalty: 879.789673
	Iteration 21Q: 3 clusters Score -505409.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -505462.312500 Penalty: 879.789673
	Iteration 22Q: 3 clusters Score -505462.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -505521.375000 Penalty: 879.789673
	Iteration 23Q: 3 clusters Score -505521.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -505570.781250 Penalty: 879.789673
	Iteration 24Q: 3 clusters Score -505570.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -505626.218750 Penalty: 879.789673
	Iteration 25Q: 3 clusters Score -505626.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -505675.406250 Penalty: 879.789673
	Iteration 26Q: 3 clusters Score -505675.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -505719.187500 Penalty: 879.789673
	Iteration 27Q: 3 clusters Score -505719.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -505759.156250 Penalty: 879.789673
	Iteration 28Q: 3 clusters Score -505759.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -505796.718750 Penalty: 879.789673
	Iteration 29Q: 3 clusters Score -505796.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -505829.812500 Penalty: 879.789673
	Iteration 30Q: 3 clusters Score -505829.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -505860.187500 Penalty: 879.789673
	Iteration 31Q: 3 clusters Score -505860.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -505878.062500 Penalty: 879.789673
	Iteration 32Q: 3 clusters Score -505878.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -505898.093750 Penalty: 879.789673
	Iteration 33Q: 3 clusters Score -505898.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -505922.375000 Penalty: 879.789673
	Iteration 34Q: 3 clusters Score -505922.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -505941.437500 Penalty: 879.789673
	Iteration 35Q: 3 clusters Score -505941.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -505954.281250 Penalty: 879.789673
	Iteration 36Q: 3 clusters Score -505954.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -505961.437500 Penalty: 879.789673
	Iteration 37Q: 3 clusters Score -505961.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -505966.281250 Penalty: 879.789673
	Iteration 38Q: 3 clusters Score -505966.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -505971.437500 Penalty: 879.789673
	Iteration 39Q: 3 clusters Score -505971.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -505977.468750 Penalty: 879.789673
	Iteration 40F: 3 clusters Score -505977.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -505985.625000 Penalty: 879.789673
	Iteration 41Q: 3 clusters Score -505985.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -505990.281250 Penalty: 879.789673
	Iteration 42Q: 3 clusters Score -505990.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -505994.562500 Penalty: 879.789673
	Iteration 43Q: 3 clusters Score -505994.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -505997.906250 Penalty: 879.789673
	Iteration 44Q: 3 clusters Score -505997.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -506000.687500 Penalty: 879.789673
	Iteration 45Q: 3 clusters Score -506000.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -506002.750000 Penalty: 879.789673
	Iteration 46Q: 3 clusters Score -506002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -506006.718750 Penalty: 879.789673
	Iteration 47Q: 3 clusters Score -506006.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -506008.625000 Penalty: 879.789673
	Iteration 48Q: 3 clusters Score -506008.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -506011.906250 Penalty: 879.789673
	Iteration 49Q: 3 clusters Score -506011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -506011.812500 Penalty: 879.789673
	Iteration 50Q: 3 clusters Score -506011.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -506012.906250 Penalty: 879.789673
	Iteration 51Q: 3 clusters Score -506012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -506013.687500 Penalty: 879.789673
	Iteration 52Q: 3 clusters Score -506013.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -506014.812500 Penalty: 879.789673
	Iteration 53Q: 3 clusters Score -506014.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -506015.406250 Penalty: 879.789673
	Iteration 54Q: 3 clusters Score -506015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -506015.687500 Penalty: 879.789673
	Iteration 55Q: 3 clusters Score -506015.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -506017.156250 Penalty: 879.789673
	Iteration 56Q: 3 clusters Score -506017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -506019.062500 Penalty: 879.789673
	Iteration 57Q: 3 clusters Score -506019.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -506019.687500 Penalty: 879.789673
	Iteration 58Q: 3 clusters Score -506019.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -506021.062500 Penalty: 879.789673
	Iteration 59Q: 3 clusters Score -506021.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -506020.812500 Penalty: 879.789673
	Iteration 60F: 3 clusters Score -506020.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -506021.093750 Penalty: 879.789673
	Iteration 61Q: 3 clusters Score -506021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -506020.968750 Penalty: 879.789673
	Iteration 62Q: 3 clusters Score -506021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -506022.500000 Penalty: 879.789673
	Iteration 63Q: 3 clusters Score -506022.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -506023.062500 Penalty: 879.789673
	Iteration 64Q: 3 clusters Score -506023.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -506023.031250 Penalty: 879.789673
	Iteration 65Q: 3 clusters Score -506023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -506024.000000 Penalty: 879.789673
	Iteration 66Q: 3 clusters Score -506024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -506024.531250 Penalty: 879.789673
	Iteration 67Q: 3 clusters Score -506024.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -506024.093750 Penalty: 879.789673
	Iteration 68Q: 3 clusters Score -506024.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -506024.031250 Penalty: 879.789673
	Iteration 69Q: 3 clusters Score -506024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -506024.156250 Penalty: 879.789673
	Iteration 70Q: 3 clusters Score -506024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -506024.843750 Penalty: 879.789673
	Iteration 71Q: 3 clusters Score -506024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -506024.812500 Penalty: 879.789673
	Iteration 72Q: 3 clusters Score -506024.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -506025.000000 Penalty: 879.789673
	Iteration 73Q: 3 clusters Score -506025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -506025.000000 Penalty: 879.789673
	Iteration 74F: 3 clusters Score -506025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Entering Unmasked Estep 
Score: -130146.812500 Penalty: 384.386597
	Iteration 0F: 2 clusters Score -130146.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -126951.734375 Penalty: 768.773193
	Iteration 0F: 3 clusters Score -126951.7 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -128088.148438 Penalty: 768.773193
	Iteration 1F: 3 clusters Score -128088.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -128196.734375 Penalty: 768.773193
	Iteration 2Q: 3 clusters Score -128196.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -128311.851562 Penalty: 768.773193
	Iteration 3F: 3 clusters Score -128311.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -128423.062500 Penalty: 768.773193
	Iteration 4Q: 3 clusters Score -128423.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -128583.171875 Penalty: 768.773193
	Iteration 5F: 3 clusters Score -128583.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -128780.578125 Penalty: 768.773193
	Iteration 6F: 3 clusters Score -128780.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -129055.937500 Penalty: 768.773193
	Iteration 7F: 3 clusters Score -129055.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -129317.242188 Penalty: 768.773193
	Iteration 8F: 3 clusters Score -129317.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -129509.281250 Penalty: 768.773193
	Iteration 9Q: 3 clusters Score -129509.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -129620.507812 Penalty: 768.773193
	Iteration 10Q: 3 clusters Score -129620.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -129689.914062 Penalty: 768.773193
	Iteration 11Q: 3 clusters Score -129689.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -129731.132812 Penalty: 768.773193
	Iteration 12Q: 3 clusters Score -129731.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -129755.726562 Penalty: 768.773193
	Iteration 13Q: 3 clusters Score -129755.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -129772.367188 Penalty: 768.773193
	Iteration 14Q: 3 clusters Score -129772.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -129789.296875 Penalty: 768.773193
	Iteration 15Q: 3 clusters Score -129789.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -129799.921875 Penalty: 768.773193
	Iteration 16Q: 3 clusters Score -129799.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -129806.882812 Penalty: 768.773193
	Iteration 17Q: 3 clusters Score -129806.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -129809.382812 Penalty: 768.773193
	Iteration 18Q: 3 clusters Score -129809.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -129810.835938 Penalty: 768.773193
	Iteration 19Q: 3 clusters Score -129810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -129811.578125 Penalty: 768.773193
	Iteration 20F: 3 clusters Score -129811.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -129813.593750 Penalty: 768.773193
	Iteration 21Q: 3 clusters Score -129813.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -129816.695312 Penalty: 768.773193
	Iteration 22Q: 3 clusters Score -129816.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -129819.210938 Penalty: 768.773193
	Iteration 23Q: 3 clusters Score -129819.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -129821.492188 Penalty: 768.773193
	Iteration 24Q: 3 clusters Score -129821.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -129824.398438 Penalty: 768.773193
	Iteration 25Q: 3 clusters Score -129824.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -129824.984375 Penalty: 768.773193
	Iteration 26Q: 3 clusters Score -129825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129825.320312 Penalty: 768.773193
	Iteration 27Q: 3 clusters Score -129825.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129825.679688 Penalty: 768.773193
	Iteration 28Q: 3 clusters Score -129825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129825.984375 Penalty: 768.773193
	Iteration 29Q: 3 clusters Score -129826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -129826.351562 Penalty: 768.773193
	Iteration 30Q: 3 clusters Score -129826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -129826.890625 Penalty: 768.773193
	Iteration 31Q: 3 clusters Score -129826.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -129827.078125 Penalty: 768.773193
	Iteration 32Q: 3 clusters Score -129827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -129827.367188 Penalty: 768.773193
	Iteration 33Q: 3 clusters Score -129827.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -129827.414062 Penalty: 768.773193
	Iteration 34Q: 3 clusters Score -129827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -129827.367188 Penalty: 768.773193
	Iteration 35Q: 3 clusters Score -129827.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -129827.367188 Penalty: 768.773193
	Iteration 36F: 3 clusters Score -129827.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Entering Unmasked Estep 
Score: -326804.906250 Penalty: 423.291107
	Iteration 0F: 2 clusters Score -326804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -319338.406250 Penalty: 846.582214
	Iteration 0F: 3 clusters Score -319338.4 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -322347.593750 Penalty: 846.582214
	Iteration 1F: 3 clusters Score -322347.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -322577.250000 Penalty: 846.582214
	Iteration 2F: 3 clusters Score -322577.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -322955.156250 Penalty: 846.582214
	Iteration 3F: 3 clusters Score -322955.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -323587.812500 Penalty: 846.582214
	Iteration 4F: 3 clusters Score -323587.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -324460.687500 Penalty: 846.582214
	Iteration 5F: 3 clusters Score -324460.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -325308.531250 Penalty: 846.582214
	Iteration 6F: 3 clusters Score -325308.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -325870.656250 Penalty: 846.582214
	Iteration 7F: 3 clusters Score -325870.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -326160.843750 Penalty: 846.582214
	Iteration 8Q: 3 clusters Score -326160.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -326308.093750 Penalty: 846.582214
	Iteration 9Q: 3 clusters Score -326308.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -326377.343750 Penalty: 846.582214
	Iteration 10Q: 3 clusters Score -326377.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -326419.218750 Penalty: 846.582214
	Iteration 11Q: 3 clusters Score -326419.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -326446.031250 Penalty: 846.582214
	Iteration 12Q: 3 clusters Score -326446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -326460.281250 Penalty: 846.582214
	Iteration 13Q: 3 clusters Score -326460.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -326468.031250 Penalty: 846.582214
	Iteration 14Q: 3 clusters Score -326468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -326474.468750 Penalty: 846.582214
	Iteration 15Q: 3 clusters Score -326474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -326475.156250 Penalty: 846.582214
	Iteration 16Q: 3 clusters Score -326475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -326476.812500 Penalty: 846.582214
	Iteration 17Q: 3 clusters Score -326476.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -326477.562500 Penalty: 846.582214
	Iteration 18Q: 3 clusters Score -326477.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -326478.125000 Penalty: 846.582214
	Iteration 19Q: 3 clusters Score -326478.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -326478.125000 Penalty: 846.582214
	Iteration 20F: 3 clusters Score -326478.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (36258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Entering Unmasked Estep 
Score: -1173267.625000 Penalty: 477.677887
	Iteration 0F: 2 clusters Score -1173268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1148675.625000 Penalty: 955.355774
	Iteration 0F: 3 clusters Score -1148676 nChanged 17534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1158755.875000 Penalty: 955.355774
	Iteration 1F: 3 clusters Score -1158756 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -1158984.000000 Penalty: 955.355774
	Iteration 2Q: 3 clusters Score -1158984 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1159294.875000 Penalty: 955.355774
	Iteration 3Q: 3 clusters Score -1159295 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -1159850.625000 Penalty: 955.355774
	Iteration 4Q: 3 clusters Score -1159851 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -1160921.750000 Penalty: 955.355774
	Iteration 5F: 3 clusters Score -1160922 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -1162925.375000 Penalty: 955.355774
	Iteration 6F: 3 clusters Score -1162925 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -1165909.500000 Penalty: 955.355774
	Iteration 7F: 3 clusters Score -1165910 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -1168991.750000 Penalty: 955.355774
	Iteration 8F: 3 clusters Score -1168992 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -1171241.500000 Penalty: 955.355774
	Iteration 9F: 3 clusters Score -1171242 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -1172289.375000 Penalty: 955.355774
	Iteration 10Q: 3 clusters Score -1172289 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -1172659.375000 Penalty: 955.355774
	Iteration 11Q: 3 clusters Score -1172659 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -1172757.375000 Penalty: 955.355774
	Iteration 12Q: 3 clusters Score -1172757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -1172804.250000 Penalty: 955.355774
	Iteration 13Q: 3 clusters Score -1172804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -1172819.625000 Penalty: 955.355774
	Iteration 14Q: 3 clusters Score -1172820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -1172826.875000 Penalty: 955.355774
	Iteration 15Q: 3 clusters Score -1172827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -1172826.875000 Penalty: 955.355774
	Iteration 16F: 3 clusters Score -1172827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2829 members 
Mstep: Class 3 contains 196733 members 
Mstep: Class 4 contains 243 members 
Mstep: Class 5 contains 11170 members 
Mstep: Class 6 contains 108082 members 
Mstep: Class 10 contains 248689 members 
Mstep: Class 12 contains 78246 members 
Mstep: Class 15 contains 5262 members 
Mstep: Class 16 contains 1545 members 
Mstep: Class 17 contains 15804 members 
Mstep: Class 18 contains 4666 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 36258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21448344.000000 Penalty: 9825.448242
Iteration 39Q: 17 clusters Score -2.144834e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2810 members 
Mstep: Class 3 contains 198837 members 
Mstep: Class 4 contains 253 members 
Mstep: Class 5 contains 11214 members 
Mstep: Class 6 contains 107568 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 10 contains 248664 members 
Mstep: Class 12 contains 76529 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 15802 members 
Mstep: Class 18 contains 4766 members 
Mstep: Class 19 contains 10999 members 
Mstep: Class 20 contains 36629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21449456.000000 Penalty: 9825.448242
Iteration 40F: 17 clusters Score -2.144946e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2786 members 
Mstep: Class 3 contains 201014 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 5 contains 11225 members 
Mstep: Class 6 contains 107018 members 
Mstep: Class 7 contains 2377 members 
Mstep: Class 8 contains 2244 members 
Mstep: Class 10 contains 248539 members 
Mstep: Class 12 contains 74695 members 
Mstep: Class 15 contains 4531 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 15797 members 
Mstep: Class 18 contains 4887 members 
Mstep: Class 19 contains 11036 members 
Mstep: Class 20 contains 36997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21450282.000000 Penalty: 9825.448242
Iteration 41Q: 17 clusters Score -2.145028e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2764 members 
Mstep: Class 3 contains 203213 members 
Mstep: Class 4 contains 261 members 
Mstep: Class 5 contains 11230 members 
Mstep: Class 6 contains 106481 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 10 contains 248361 members 
Mstep: Class 12 contains 72864 members 
Mstep: Class 15 contains 4169 members 
Mstep: Class 16 contains 1846 members 
Mstep: Class 17 contains 15790 members 
Mstep: Class 18 contains 4999 members 
Mstep: Class 19 contains 11085 members 
Mstep: Class 20 contains 37394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21451296.000000 Penalty: 9825.448242
Iteration 42Q: 17 clusters Score -2.14513e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2747 members 
Mstep: Class 3 contains 205483 members 
Mstep: Class 4 contains 271 members 
Mstep: Class 5 contains 11237 members 
Mstep: Class 6 contains 105931 members 
Mstep: Class 7 contains 2388 members 
Mstep: Class 8 contains 2280 members 
Mstep: Class 10 contains 248174 members 
Mstep: Class 12 contains 70937 members 
Mstep: Class 15 contains 3849 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 17 contains 15778 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 11123 members 
Mstep: Class 20 contains 37762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21452146.000000 Penalty: 9825.448242
Iteration 43Q: 17 clusters Score -2.145215e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2734 members 
Mstep: Class 3 contains 207708 members 
Mstep: Class 4 contains 281 members 
Mstep: Class 5 contains 11227 members 
Mstep: Class 6 contains 105389 members 
Mstep: Class 7 contains 2455 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 10 contains 248001 members 
Mstep: Class 12 contains 69036 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 2150 members 
Mstep: Class 17 contains 15770 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 11168 members 
Mstep: Class 20 contains 38097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21452922.000000 Penalty: 9825.448242
Iteration 44Q: 17 clusters Score -2.145292e+07 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2711 members 
Mstep: Class 3 contains 209973 members 
Mstep: Class 4 contains 286 members 
Mstep: Class 5 contains 11199 members 
Mstep: Class 6 contains 104821 members 
Mstep: Class 7 contains 2522 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 10 contains 247799 members 
Mstep: Class 12 contains 67136 members 
Mstep: Class 15 contains 3378 members 
Mstep: Class 16 contains 2325 members 
Mstep: Class 17 contains 15767 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 11209 members 
Mstep: Class 20 contains 38361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21453554.000000 Penalty: 9825.448242
Iteration 45Q: 17 clusters Score -2.145355e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 212257 members 
Mstep: Class 4 contains 291 members 
Mstep: Class 5 contains 11165 members 
Mstep: Class 6 contains 104275 members 
Mstep: Class 7 contains 2595 members 
Mstep: Class 8 contains 2314 members 
Mstep: Class 10 contains 247601 members 
Mstep: Class 12 contains 65169 members 
Mstep: Class 15 contains 3212 members 
Mstep: Class 16 contains 2531 members 
Mstep: Class 17 contains 15753 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 38602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21454148.000000 Penalty: 9825.448242
Iteration 46Q: 17 clusters Score -2.145415e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 214514 members 
Mstep: Class 4 contains 299 members 
Mstep: Class 5 contains 11128 members 
Mstep: Class 6 contains 103723 members 
Mstep: Class 7 contains 2644 members 
Mstep: Class 8 contains 2315 members 
Mstep: Class 10 contains 247446 members 
Mstep: Class 12 contains 63290 members 
Mstep: Class 15 contains 3068 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 15747 members 
Mstep: Class 18 contains 5346 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 38803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21454522.000000 Penalty: 9825.448242
Iteration 47Q: 17 clusters Score -2.145452e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2624 members 
Mstep: Class 3 contains 216714 members 
Mstep: Class 4 contains 312 members 
Mstep: Class 5 contains 11096 members 
Mstep: Class 6 contains 103184 members 
Mstep: Class 7 contains 2697 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 10 contains 247285 members 
Mstep: Class 12 contains 61456 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 2932 members 
Mstep: Class 17 contains 15743 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 39008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21455050.000000 Penalty: 9825.448242
Iteration 48Q: 17 clusters Score -2.145505e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 218914 members 
Mstep: Class 4 contains 327 members 
Mstep: Class 5 contains 11059 members 
Mstep: Class 6 contains 102669 members 
Mstep: Class 7 contains 2738 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 10 contains 247130 members 
Mstep: Class 12 contains 59596 members 
Mstep: Class 15 contains 2808 members 
Mstep: Class 16 contains 3129 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 19 contains 11240 members 
Mstep: Class 20 contains 39212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21455444.000000 Penalty: 9825.448242
Iteration 49Q: 17 clusters Score -2.145544e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 221141 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 11025 members 
Mstep: Class 6 contains 102180 members 
Mstep: Class 7 contains 2765 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 10 contains 246941 members 
Mstep: Class 12 contains 57709 members 
Mstep: Class 15 contains 2692 members 
Mstep: Class 16 contains 3334 members 
Mstep: Class 17 contains 15742 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 39416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21456112.000000 Penalty: 9825.448242
Iteration 50Q: 17 clusters Score -2.145611e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 223440 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 10999 members 
Mstep: Class 6 contains 101673 members 
Mstep: Class 7 contains 2783 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 10 contains 246773 members 
Mstep: Class 12 contains 55766 members 
Mstep: Class 15 contains 2599 members 
Mstep: Class 16 contains 3516 members 
Mstep: Class 17 contains 15742 members 
Mstep: Class 18 contains 5472 members 
Mstep: Class 19 contains 11244 members 
Mstep: Class 20 contains 39614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21456932.000000 Penalty: 9825.448242
Iteration 51Q: 17 clusters Score -2.145693e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2555 members 
Mstep: Class 3 contains 225809 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 10974 members 
Mstep: Class 6 contains 101202 members 
Mstep: Class 7 contains 2820 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 10 contains 246601 members 
Mstep: Class 12 contains 53755 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 5502 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 39785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21457490.000000 Penalty: 9825.448242
Iteration 52Q: 17 clusters Score -2.145749e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2529 members 
Mstep: Class 3 contains 228177 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 10956 members 
Mstep: Class 6 contains 100689 members 
Mstep: Class 7 contains 2839 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 10 contains 246438 members 
Mstep: Class 12 contains 51828 members 
Mstep: Class 15 contains 2462 members 
Mstep: Class 16 contains 3834 members 
Mstep: Class 17 contains 15745 members 
Mstep: Class 18 contains 5520 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 39918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21457940.000000 Penalty: 9825.448242
Iteration 53Q: 17 clusters Score -2.145794e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2502 members 
Mstep: Class 3 contains 230661 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 10932 members 
Mstep: Class 6 contains 100146 members 
Mstep: Class 7 contains 2854 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 10 contains 246303 members 
Mstep: Class 12 contains 49801 members 
Mstep: Class 15 contains 2411 members 
Mstep: Class 16 contains 3998 members 
Mstep: Class 17 contains 15745 members 
Mstep: Class 18 contains 5541 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 40031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21458638.000000 Penalty: 9825.448242
Iteration 54Q: 17 clusters Score -2.145864e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2477 members 
Mstep: Class 3 contains 233093 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 10921 members 
Mstep: Class 6 contains 99634 members 
Mstep: Class 7 contains 2867 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 10 contains 246145 members 
Mstep: Class 12 contains 47783 members 
Mstep: Class 15 contains 2366 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 5553 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 40142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21459448.000000 Penalty: 9825.448242
Iteration 55Q: 17 clusters Score -2.145945e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2452 members 
Mstep: Class 3 contains 235440 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 10908 members 
Mstep: Class 6 contains 99134 members 
Mstep: Class 7 contains 2872 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 10 contains 246018 members 
Mstep: Class 12 contains 45842 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 4382 members 
Mstep: Class 17 contains 15737 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 19 contains 11234 members 
Mstep: Class 20 contains 40247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21459920.000000 Penalty: 9825.448242
Iteration 56Q: 17 clusters Score -2.145992e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2431 members 
Mstep: Class 3 contains 237723 members 
Mstep: Class 4 contains 376 members 
Mstep: Class 5 contains 10895 members 
Mstep: Class 6 contains 98659 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 10 contains 245875 members 
Mstep: Class 12 contains 43942 members 
Mstep: Class 15 contains 2301 members 
Mstep: Class 16 contains 4575 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 5576 members 
Mstep: Class 19 contains 11238 members 
Mstep: Class 20 contains 40321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21460428.000000 Penalty: 9825.448242
Iteration 57Q: 17 clusters Score -2.146043e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2409 members 
Mstep: Class 3 contains 239932 members 
Mstep: Class 4 contains 379 members 
Mstep: Class 5 contains 10884 members 
Mstep: Class 6 contains 98228 members 
Mstep: Class 7 contains 2884 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 10 contains 245755 members 
Mstep: Class 12 contains 42065 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 4776 members 
Mstep: Class 17 contains 15730 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 19 contains 11235 members 
Mstep: Class 20 contains 40392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21460970.000000 Penalty: 9825.448242
Iteration 58Q: 17 clusters Score -2.146097e+07 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2398 members 
Mstep: Class 3 contains 242106 members 
Mstep: Class 4 contains 382 members 
Mstep: Class 5 contains 10868 members 
Mstep: Class 6 contains 97788 members 
Mstep: Class 7 contains 2898 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 10 contains 245628 members 
Mstep: Class 12 contains 40227 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 4968 members 
Mstep: Class 17 contains 15728 members 
Mstep: Class 18 contains 5593 members 
Mstep: Class 19 contains 11232 members 
Mstep: Class 20 contains 40457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21461400.000000 Penalty: 9825.448242
Iteration 59Q: 17 clusters Score -2.14614e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2387 members 
Mstep: Class 3 contains 244345 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 10851 members 
Mstep: Class 6 contains 97315 members 
Mstep: Class 7 contains 2914 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 10 contains 245506 members 
Mstep: Class 12 contains 38355 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 5160 members 
Mstep: Class 17 contains 15722 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 11236 members 
Mstep: Class 20 contains 40514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21462144.000000 Penalty: 9825.448242
Iteration 60F: 17 clusters Score -2.146214e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2380 members 
Mstep: Class 3 contains 246644 members 
Mstep: Class 4 contains 387 members 
Mstep: Class 5 contains 10838 members 
Mstep: Class 6 contains 96707 members 
Mstep: Class 7 contains 2929 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 10 contains 245367 members 
Mstep: Class 12 contains 36438 members 
Mstep: Class 15 contains 2253 members 
Mstep: Class 16 contains 5470 members 
Mstep: Class 17 contains 15716 members 
Mstep: Class 18 contains 5608 members 
Mstep: Class 19 contains 11230 members 
Mstep: Class 20 contains 40562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21462708.000000 Penalty: 9825.448242
Iteration 61Q: 17 clusters Score -2.146271e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 3 contains 248973 members 
Mstep: Class 4 contains 390 members 
Mstep: Class 5 contains 10835 members 
Mstep: Class 6 contains 96102 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 10 contains 245186 members 
Mstep: Class 12 contains 34552 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 15715 members 
Mstep: Class 18 contains 5615 members 
Mstep: Class 19 contains 11222 members 
Mstep: Class 20 contains 40625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21463182.000000 Penalty: 9825.448242
Iteration 62Q: 17 clusters Score -2.146318e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 3 contains 251241 members 
Mstep: Class 4 contains 393 members 
Mstep: Class 5 contains 10829 members 
Mstep: Class 6 contains 95525 members 
Mstep: Class 7 contains 2949 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 10 contains 245038 members 
Mstep: Class 12 contains 32727 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 5993 members 
Mstep: Class 17 contains 15711 members 
Mstep: Class 18 contains 5620 members 
Mstep: Class 19 contains 11217 members 
Mstep: Class 20 contains 40683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21463860.000000 Penalty: 9825.448242
Iteration 63Q: 17 clusters Score -2.146386e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 253457 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 10821 members 
Mstep: Class 6 contains 94925 members 
Mstep: Class 7 contains 2950 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 10 contains 244892 members 
Mstep: Class 12 contains 31014 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 6214 members 
Mstep: Class 17 contains 15701 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 19 contains 11207 members 
Mstep: Class 20 contains 40731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21464342.000000 Penalty: 9825.448242
Iteration 64Q: 17 clusters Score -2.146434e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2340 members 
Mstep: Class 3 contains 255550 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 10817 members 
Mstep: Class 6 contains 94354 members 
Mstep: Class 7 contains 2962 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 10 contains 244763 members 
Mstep: Class 12 contains 29395 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 15691 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 40769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21464866.000000 Penalty: 9825.448242
Iteration 65Q: 17 clusters Score -2.146487e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2337 members 
Mstep: Class 3 contains 257591 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 10810 members 
Mstep: Class 6 contains 93775 members 
Mstep: Class 7 contains 2969 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 10 contains 244669 members 
Mstep: Class 12 contains 27829 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 6620 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 11199 members 
Mstep: Class 20 contains 40801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21465442.000000 Penalty: 9825.448242
Iteration 66Q: 17 clusters Score -2.146544e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2325 members 
Mstep: Class 3 contains 259627 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 10799 members 
Mstep: Class 6 contains 93191 members 
Mstep: Class 7 contains 2975 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 10 contains 244577 members 
Mstep: Class 12 contains 26319 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 6792 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 5628 members 
Mstep: Class 19 contains 11194 members 
Mstep: Class 20 contains 40827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21465958.000000 Penalty: 9825.448242
Iteration 67Q: 17 clusters Score -2.146596e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2320 members 
Mstep: Class 3 contains 261706 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 10791 members 
Mstep: Class 6 contains 92601 members 
Mstep: Class 7 contains 2978 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 10 contains 244438 members 
Mstep: Class 12 contains 24807 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 6953 members 
Mstep: Class 17 contains 15676 members 
Mstep: Class 18 contains 5625 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 40851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21466546.000000 Penalty: 9825.448242
Iteration 68Q: 17 clusters Score -2.146655e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2313 members 
Mstep: Class 3 contains 263682 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 10784 members 
Mstep: Class 6 contains 92036 members 
Mstep: Class 7 contains 2979 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 10 contains 244345 members 
Mstep: Class 12 contains 23355 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 7092 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 5622 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 40874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21466934.000000 Penalty: 9825.448242
Iteration 69Q: 17 clusters Score -2.146693e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 265639 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 10775 members 
Mstep: Class 6 contains 91427 members 
Mstep: Class 7 contains 2985 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 10 contains 244241 members 
Mstep: Class 12 contains 21986 members 
Mstep: Class 15 contains 2165 members 
Mstep: Class 16 contains 7223 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 5623 members 
Mstep: Class 19 contains 11187 members 
Mstep: Class 20 contains 40889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21467482.000000 Penalty: 9825.448242
Iteration 70Q: 17 clusters Score -2.146748e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2307 members 
Mstep: Class 3 contains 267518 members 
Mstep: Class 4 contains 407 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 90839 members 
Mstep: Class 7 contains 2995 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 10 contains 244162 members 
Mstep: Class 12 contains 20659 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 7338 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 5617 members 
Mstep: Class 19 contains 11177 members 
Mstep: Class 20 contains 40903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21467908.000000 Penalty: 9825.448242
Iteration 71Q: 17 clusters Score -2.146791e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2305 members 
Mstep: Class 3 contains 269371 members 
Mstep: Class 4 contains 413 members 
Mstep: Class 5 contains 10777 members 
Mstep: Class 6 contains 90178 members 
Mstep: Class 7 contains 3014 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 10 contains 244054 members 
Mstep: Class 12 contains 19449 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 7454 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 5605 members 
Mstep: Class 19 contains 11170 members 
Mstep: Class 20 contains 40917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468350.000000 Penalty: 9825.448242
Iteration 72Q: 17 clusters Score -2.146835e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2301 members 
Mstep: Class 3 contains 271227 members 
Mstep: Class 4 contains 417 members 
Mstep: Class 5 contains 10782 members 
Mstep: Class 6 contains 89499 members 
Mstep: Class 7 contains 3033 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 10 contains 243954 members 
Mstep: Class 12 contains 18259 members 
Mstep: Class 15 contains 2163 members 
Mstep: Class 16 contains 7590 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 5590 members 
Mstep: Class 19 contains 11150 members 
Mstep: Class 20 contains 40925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468854.000000 Penalty: 9825.448242
Iteration 73Q: 17 clusters Score -2.146885e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2293 members 
Mstep: Class 3 contains 273056 members 
Mstep: Class 4 contains 421 members 
Mstep: Class 5 contains 10785 members 
Mstep: Class 6 contains 88824 members 
Mstep: Class 7 contains 3053 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 10 contains 243850 members 
Mstep: Class 12 contains 17101 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 7714 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 5584 members 
Mstep: Class 19 contains 11133 members 
Mstep: Class 20 contains 40945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21469274.000000 Penalty: 9825.448242
Iteration 74Q: 17 clusters Score -2.146927e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2288 members 
Mstep: Class 3 contains 274826 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 10775 members 
Mstep: Class 6 contains 88138 members 
Mstep: Class 7 contains 3069 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 10 contains 243760 members 
Mstep: Class 12 contains 16030 members 
Mstep: Class 15 contains 2160 members 
Mstep: Class 16 contains 7818 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 5580 members 
Mstep: Class 19 contains 11121 members 
Mstep: Class 20 contains 40964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21469726.000000 Penalty: 9825.448242
Iteration 75Q: 17 clusters Score -2.146973e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2285 members 
Mstep: Class 3 contains 276604 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 10757 members 
Mstep: Class 6 contains 87424 members 
Mstep: Class 7 contains 3078 members 
Mstep: Class 8 contains 2331 members 
Mstep: Class 10 contains 243645 members 
Mstep: Class 12 contains 14996 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 7928 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 5575 members 
Mstep: Class 19 contains 11110 members 
Mstep: Class 20 contains 40995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470214.000000 Penalty: 9825.448242
Iteration 76Q: 17 clusters Score -2.147021e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2281 members 
Mstep: Class 3 contains 278374 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 10741 members 
Mstep: Class 6 contains 86683 members 
Mstep: Class 7 contains 3083 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 10 contains 243564 members 
Mstep: Class 12 contains 13996 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 8029 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 5574 members 
Mstep: Class 19 contains 11102 members 
Mstep: Class 20 contains 41016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470568.000000 Penalty: 9825.448242
Iteration 77Q: 17 clusters Score -2.147057e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2280 members 
Mstep: Class 3 contains 280160 members 
Mstep: Class 4 contains 442 members 
Mstep: Class 5 contains 10738 members 
Mstep: Class 6 contains 85917 members 
Mstep: Class 7 contains 3089 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 10 contains 243494 members 
Mstep: Class 12 contains 13000 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 8111 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 5569 members 
Mstep: Class 19 contains 11092 members 
Mstep: Class 20 contains 41039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470846.000000 Penalty: 9825.448242
Iteration 78Q: 17 clusters Score -2.147085e+07 nChanged 2243
Entering ConstructFrom: 
Score: -21470846.000000 Penalty: 9825.448242
Entering ConstructFrom: 
Trying to split cluster 1 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -63174.085938 Penalty: 338.793060
	Iteration 0F: 2 clusters Score -63174.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -61881.046875 Penalty: 677.586121
	Iteration 0F: 3 clusters Score -61881.05 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -62325.347656 Penalty: 677.586121
	Iteration 1F: 3 clusters Score -62325.35 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -62391.988281 Penalty: 677.586121
	Iteration 2F: 3 clusters Score -62391.99 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -62428.519531 Penalty: 677.586121
	Iteration 3Q: 3 clusters Score -62428.52 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -62475.789062 Penalty: 677.586121
	Iteration 4Q: 3 clusters Score -62475.79 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -62528.886719 Penalty: 677.586121
	Iteration 5Q: 3 clusters Score -62528.89 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -62600.859375 Penalty: 677.586121
	Iteration 6Q: 3 clusters Score -62600.86 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -62656.546875 Penalty: 677.586121
	Iteration 7Q: 3 clusters Score -62656.55 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -62693.000000 Penalty: 677.586121
	Iteration 8Q: 3 clusters Score -62693 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -62717.125000 Penalty: 677.586121
	Iteration 9Q: 3 clusters Score -62717.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -62729.613281 Penalty: 677.586121
	Iteration 10Q: 3 clusters Score -62729.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -62740.480469 Penalty: 677.586121
	Iteration 11Q: 3 clusters Score -62740.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -62757.968750 Penalty: 677.586121
	Iteration 12Q: 3 clusters Score -62757.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -62768.417969 Penalty: 677.586121
	Iteration 13Q: 3 clusters Score -62768.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -62773.468750 Penalty: 677.586121
	Iteration 14Q: 3 clusters Score -62773.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -62777.371094 Penalty: 677.586121
	Iteration 15Q: 3 clusters Score -62777.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -62781.226562 Penalty: 677.586121
	Iteration 16Q: 3 clusters Score -62781.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -62782.730469 Penalty: 677.586121
	Iteration 17Q: 3 clusters Score -62782.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -62784.695312 Penalty: 677.586121
	Iteration 18Q: 3 clusters Score -62784.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -62785.761719 Penalty: 677.586121
	Iteration 19Q: 3 clusters Score -62785.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -62787.437500 Penalty: 677.586121
	Iteration 20F: 3 clusters Score -62787.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -62788.820312 Penalty: 677.586121
	Iteration 21Q: 3 clusters Score -62788.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -62790.605469 Penalty: 677.586121
	Iteration 22Q: 3 clusters Score -62790.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -62794.011719 Penalty: 677.586121
	Iteration 23Q: 3 clusters Score -62794.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -62796.554688 Penalty: 677.586121
	Iteration 24Q: 3 clusters Score -62796.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -62799.558594 Penalty: 677.586121
	Iteration 25Q: 3 clusters Score -62799.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -62800.921875 Penalty: 677.586121
	Iteration 26Q: 3 clusters Score -62800.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -62801.746094 Penalty: 677.586121
	Iteration 27Q: 3 clusters Score -62801.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -62804.394531 Penalty: 677.586121
	Iteration 28Q: 3 clusters Score -62804.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -62807.023438 Penalty: 677.586121
	Iteration 29Q: 3 clusters Score -62807.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -62808.710938 Penalty: 677.586121
	Iteration 30Q: 3 clusters Score -62808.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -62811.515625 Penalty: 677.586121
	Iteration 31Q: 3 clusters Score -62811.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -62813.265625 Penalty: 677.586121
	Iteration 32Q: 3 clusters Score -62813.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -62816.667969 Penalty: 677.586121
	Iteration 33Q: 3 clusters Score -62816.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -62818.390625 Penalty: 677.586121
	Iteration 34Q: 3 clusters Score -62818.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -62820.312500 Penalty: 677.586121
	Iteration 35Q: 3 clusters Score -62820.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -62823.148438 Penalty: 677.586121
	Iteration 36Q: 3 clusters Score -62823.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -62823.535156 Penalty: 677.586121
	Iteration 37Q: 3 clusters Score -62823.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -62823.781250 Penalty: 677.586121
	Iteration 38Q: 3 clusters Score -62823.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -62823.781250 Penalty: 677.586121
	Iteration 39F: 3 clusters Score -62823.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -75706.382812 Penalty: 351.742950
	Iteration 0F: 2 clusters Score -75706.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -74093.164062 Penalty: 703.485901
	Iteration 0F: 3 clusters Score -74093.16 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -74646.171875 Penalty: 703.485901
	Iteration 1F: 3 clusters Score -74646.17 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -74758.500000 Penalty: 703.485901
	Iteration 2F: 3 clusters Score -74758.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -74849.304688 Penalty: 703.485901
	Iteration 3F: 3 clusters Score -74849.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -74953.687500 Penalty: 703.485901
	Iteration 4F: 3 clusters Score -74953.69 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -75055.875000 Penalty: 703.485901
	Iteration 5F: 3 clusters Score -75055.88 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -75148.648438 Penalty: 703.485901
	Iteration 6Q: 3 clusters Score -75148.65 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -75198.296875 Penalty: 703.485901
	Iteration 7Q: 3 clusters Score -75198.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -75248.289062 Penalty: 703.485901
	Iteration 8Q: 3 clusters Score -75248.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -75278.953125 Penalty: 703.485901
	Iteration 9Q: 3 clusters Score -75278.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -75298.757812 Penalty: 703.485901
	Iteration 10Q: 3 clusters Score -75298.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -75310.484375 Penalty: 703.485901
	Iteration 11Q: 3 clusters Score -75310.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -75317.054688 Penalty: 703.485901
	Iteration 12Q: 3 clusters Score -75317.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -75321.531250 Penalty: 703.485901
	Iteration 13Q: 3 clusters Score -75321.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -75324.492188 Penalty: 703.485901
	Iteration 14Q: 3 clusters Score -75324.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -75326.546875 Penalty: 703.485901
	Iteration 15Q: 3 clusters Score -75326.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -75327.515625 Penalty: 703.485901
	Iteration 16Q: 3 clusters Score -75327.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -75329.554688 Penalty: 703.485901
	Iteration 17Q: 3 clusters Score -75329.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -75331.257812 Penalty: 703.485901
	Iteration 18Q: 3 clusters Score -75331.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -75332.500000 Penalty: 703.485901
	Iteration 19Q: 3 clusters Score -75332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -75333.031250 Penalty: 703.485901
	Iteration 20F: 3 clusters Score -75333.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -75333.750000 Penalty: 703.485901
	Iteration 21Q: 3 clusters Score -75333.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -75334.890625 Penalty: 703.485901
	Iteration 22Q: 3 clusters Score -75334.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -75336.070312 Penalty: 703.485901
	Iteration 23Q: 3 clusters Score -75336.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -75336.906250 Penalty: 703.485901
	Iteration 24Q: 3 clusters Score -75336.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -75337.703125 Penalty: 703.485901
	Iteration 25Q: 3 clusters Score -75337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -75338.687500 Penalty: 703.485901
	Iteration 26Q: 3 clusters Score -75338.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -75338.953125 Penalty: 703.485901
	Iteration 27Q: 3 clusters Score -75338.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -75339.539062 Penalty: 703.485901
	Iteration 28Q: 3 clusters Score -75339.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -75340.132812 Penalty: 703.485901
	Iteration 29Q: 3 clusters Score -75340.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -75340.515625 Penalty: 703.485901
	Iteration 30Q: 3 clusters Score -75340.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -75340.992188 Penalty: 703.485901
	Iteration 31Q: 3 clusters Score -75340.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -75340.992188 Penalty: 703.485901
	Iteration 32F: 3 clusters Score -75340.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (281942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281942 members 
Entering Unmasked Estep 
Score: -9012007.000000 Penalty: 571.000305
	Iteration 0F: 2 clusters Score -9012007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 141395 members 
Entering Unmasked Estep 
Score: -8820063.000000 Penalty: 1142.000610
	Iteration 0F: 3 clusters Score -8820063 nChanged 139465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127038 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -8910149.000000 Penalty: 1142.000610
	Iteration 1F: 3 clusters Score -8910149 nChanged 13090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118836 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -8916510.000000 Penalty: 1142.000610
	Iteration 2Q: 3 clusters Score -8916510 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106760 members 
Mstep: Class 2 contains 175182 members 
Entering Unmasked Estep 
Score: -8926428.000000 Penalty: 1142.000610
	Iteration 3F: 3 clusters Score -8926428 nChanged 18693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91183 members 
Mstep: Class 2 contains 190759 members 
Entering Unmasked Estep 
Score: -8939901.000000 Penalty: 1142.000610
	Iteration 4F: 3 clusters Score -8939901 nChanged 19131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74814 members 
Mstep: Class 2 contains 207128 members 
Entering Unmasked Estep 
Score: -8954440.000000 Penalty: 1142.000610
	Iteration 5F: 3 clusters Score -8954440 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60094 members 
Mstep: Class 2 contains 221848 members 
Entering Unmasked Estep 
Score: -8967300.000000 Penalty: 1142.000610
	Iteration 6F: 3 clusters Score -8967300 nChanged 13783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48537 members 
Mstep: Class 2 contains 233405 members 
Entering Unmasked Estep 
Score: -8977102.000000 Penalty: 1142.000610
	Iteration 7Q: 3 clusters Score -8977102 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 242474 members 
Entering Unmasked Estep 
Score: -8984271.000000 Penalty: 1142.000610
	Iteration 8Q: 3 clusters Score -8984271 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 249891 members 
Entering Unmasked Estep 
Score: -8989723.000000 Penalty: 1142.000610
	Iteration 9Q: 3 clusters Score -8989723 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 256277 members 
Entering Unmasked Estep 
Score: -8994160.000000 Penalty: 1142.000610
	Iteration 10Q: 3 clusters Score -8994160 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 261934 members 
Entering Unmasked Estep 
Score: -8998157.000000 Penalty: 1142.000610
	Iteration 11Q: 3 clusters Score -8998157 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 266858 members 
Entering Unmasked Estep 
Score: -9001681.000000 Penalty: 1142.000610
	Iteration 12Q: 3 clusters Score -9001681 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 270868 members 
Entering Unmasked Estep 
Score: -9004604.000000 Penalty: 1142.000610
	Iteration 13Q: 3 clusters Score -9004604 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 273966 members 
Entering Unmasked Estep 
Score: -9006900.000000 Penalty: 1142.000610
	Iteration 14Q: 3 clusters Score -9006900 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 276162 members 
Entering Unmasked Estep 
Score: -9008484.000000 Penalty: 1142.000610
	Iteration 15Q: 3 clusters Score -9008484 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 277731 members 
Entering Unmasked Estep 
Score: -9009636.000000 Penalty: 1142.000610
	Iteration 16Q: 3 clusters Score -9009636 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 278786 members 
Entering Unmasked Estep 
Score: -9010429.000000 Penalty: 1142.000610
	Iteration 17Q: 3 clusters Score -9010429 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 279477 members 
Entering Unmasked Estep 
Score: -9010939.000000 Penalty: 1142.000610
	Iteration 18Q: 3 clusters Score -9010939 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 279941 members 
Entering Unmasked Estep 
Score: -9011247.000000 Penalty: 1142.000610
	Iteration 19Q: 3 clusters Score -9011247 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 280213 members 
Entering Unmasked Estep 
Score: -9011439.000000 Penalty: 1142.000610
	Iteration 20F: 3 clusters Score -9011439 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 280399 members 
Entering Unmasked Estep 
Score: -9011570.000000 Penalty: 1142.000610
	Iteration 21Q: 3 clusters Score -9011570 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 280511 members 
Entering Unmasked Estep 
Score: -9011657.000000 Penalty: 1142.000610
	Iteration 22Q: 3 clusters Score -9011657 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 280579 members 
Entering Unmasked Estep 
Score: -9011718.000000 Penalty: 1142.000610
	Iteration 23Q: 3 clusters Score -9011718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 280635 members 
Entering Unmasked Estep 
Score: -9011773.000000 Penalty: 1142.000610
	Iteration 24Q: 3 clusters Score -9011773 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 280662 members 
Entering Unmasked Estep 
Score: -9011801.000000 Penalty: 1142.000610
	Iteration 25Q: 3 clusters Score -9011801 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 280659 members 
Entering Unmasked Estep 
Score: -9011837.000000 Penalty: 1142.000610
	Iteration 26Q: 3 clusters Score -9011837 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 280650 members 
Entering Unmasked Estep 
Score: -9011855.000000 Penalty: 1142.000610
	Iteration 27Q: 3 clusters Score -9011855 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 280642 members 
Entering Unmasked Estep 
Score: -9011868.000000 Penalty: 1142.000610
	Iteration 28Q: 3 clusters Score -9011868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 280630 members 
Entering Unmasked Estep 
Score: -9011871.000000 Penalty: 1142.000610
	Iteration 29Q: 3 clusters Score -9011871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 280617 members 
Entering Unmasked Estep 
Score: -9011882.000000 Penalty: 1142.000610
	Iteration 30Q: 3 clusters Score -9011882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 280611 members 
Entering Unmasked Estep 
Score: -9011882.000000 Penalty: 1142.000610
	Iteration 31Q: 3 clusters Score -9011882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 280607 members 
Entering Unmasked Estep 
Score: -9011890.000000 Penalty: 1142.000610
	Iteration 32Q: 3 clusters Score -9011890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 280609 members 
Entering Unmasked Estep 
Score: -9011904.000000 Penalty: 1142.000610
	Iteration 33Q: 3 clusters Score -9011904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 280612 members 
Entering Unmasked Estep 
Score: -9011899.000000 Penalty: 1142.000610
	Iteration 34Q: 3 clusters Score -9011899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 280608 members 
Entering Unmasked Estep 
Score: -9011901.000000 Penalty: 1142.000610
	Iteration 35Q: 3 clusters Score -9011901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 280603 members 
Entering Unmasked Estep 
Score: -9011902.000000 Penalty: 1142.000610
	Iteration 36Q: 3 clusters Score -9011902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 280603 members 
Entering Unmasked Estep 
Score: -9011908.000000 Penalty: 1142.000610
	Iteration 37Q: 3 clusters Score -9011908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 280603 members 
Entering Unmasked Estep 
Score: -9011909.000000 Penalty: 1142.000610
	Iteration 38Q: 3 clusters Score -9011909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 280604 members 
Entering Unmasked Estep 
Score: -9011908.000000 Penalty: 1142.000610
	Iteration 39Q: 3 clusters Score -9011908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 280606 members 
Entering Unmasked Estep 
Score: -9011935.000000 Penalty: 1142.000610
	Iteration 40F: 3 clusters Score -9011935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 280572 members 
Entering Unmasked Estep 
Score: -9011970.000000 Penalty: 1142.000610
	Iteration 41Q: 3 clusters Score -9011970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 280540 members 
Entering Unmasked Estep 
Score: -9011972.000000 Penalty: 1142.000610
	Iteration 42Q: 3 clusters Score -9011972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 280506 members 
Entering Unmasked Estep 
Score: -9012000.000000 Penalty: 1142.000610
	Iteration 43Q: 3 clusters Score -9012000 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 280473 members 
Entering Unmasked Estep 
Score: -9011996.000000 Penalty: 1142.000610
	Iteration 44Q: 3 clusters Score -9011996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 280451 members 
Entering Unmasked Estep 
Score: -9012016.000000 Penalty: 1142.000610
	Iteration 45Q: 3 clusters Score -9012016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 280438 members 
Entering Unmasked Estep 
Score: -9012015.000000 Penalty: 1142.000610
	Iteration 46Q: 3 clusters Score -9012015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 280428 members 
Entering Unmasked Estep 
Score: -9012011.000000 Penalty: 1142.000610
	Iteration 47Q: 3 clusters Score -9012011 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 280418 members 
Entering Unmasked Estep 
Score: -9012020.000000 Penalty: 1142.000610
	Iteration 48Q: 3 clusters Score -9012020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 280409 members 
Entering Unmasked Estep 
Score: -9012018.000000 Penalty: 1142.000610
	Iteration 49Q: 3 clusters Score -9012018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 280403 members 
Entering Unmasked Estep 
Score: -9012018.000000 Penalty: 1142.000610
	Iteration 50Q: 3 clusters Score -9012018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 280389 members 
Entering Unmasked Estep 
Score: -9012030.000000 Penalty: 1142.000610
	Iteration 51Q: 3 clusters Score -9012030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 280375 members 
Entering Unmasked Estep 
Score: -9012041.000000 Penalty: 1142.000610
	Iteration 52Q: 3 clusters Score -9012041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 280371 members 
Entering Unmasked Estep 
Score: -9012050.000000 Penalty: 1142.000610
	Iteration 53Q: 3 clusters Score -9012050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 280365 members 
Entering Unmasked Estep 
Score: -9012053.000000 Penalty: 1142.000610
	Iteration 54Q: 3 clusters Score -9012053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 280359 members 
Entering Unmasked Estep 
Score: -9012051.000000 Penalty: 1142.000610
	Iteration 55Q: 3 clusters Score -9012051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 280356 members 
Entering Unmasked Estep 
Score: -9012057.000000 Penalty: 1142.000610
	Iteration 56Q: 3 clusters Score -9012057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 280350 members 
Entering Unmasked Estep 
Score: -9012050.000000 Penalty: 1142.000610
	Iteration 57Q: 3 clusters Score -9012050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 280345 members 
Entering Unmasked Estep 
Score: -9012051.000000 Penalty: 1142.000610
	Iteration 58Q: 3 clusters Score -9012051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 280342 members 
Entering Unmasked Estep 
Score: -9012050.000000 Penalty: 1142.000610
	Iteration 59Q: 3 clusters Score -9012050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 280340 members 
Entering Unmasked Estep 
Score: -9012048.000000 Penalty: 1142.000610
	Iteration 60F: 3 clusters Score -9012048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 280336 members 
Entering Unmasked Estep 
Score: -9012039.000000 Penalty: 1142.000610
	Iteration 61Q: 3 clusters Score -9012039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 280335 members 
Entering Unmasked Estep 
Score: -9012042.000000 Penalty: 1142.000610
	Iteration 62Q: 3 clusters Score -9012042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 280333 members 
Entering Unmasked Estep 
Score: -9012047.000000 Penalty: 1142.000610
	Iteration 63Q: 3 clusters Score -9012047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 280331 members 
Entering Unmasked Estep 
Score: -9012045.000000 Penalty: 1142.000610
	Iteration 64Q: 3 clusters Score -9012045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 280330 members 
Entering Unmasked Estep 
Score: -9012046.000000 Penalty: 1142.000610
	Iteration 65Q: 3 clusters Score -9012046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 280330 members 
Entering Unmasked Estep 
Score: -9012046.000000 Penalty: 1142.000610
	Iteration 66F: 3 clusters Score -9012046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 85164 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 280330 members 
Mstep: Class 10 contains 243438 members 
Mstep: Class 12 contains 12012 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 8179 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 41054 members 
Entering Unmasked Estep 
Score: -21471030.000000 Penalty: 10439.538086
Splitting cluster 3 changes total score from -21470846.000000 to -21471030.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -10503.055664 Penalty: 277.360016
	Iteration 0F: 2 clusters Score -10503.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -10078.019531 Penalty: 554.720032
	Iteration 0F: 3 clusters Score -10078.02 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10190.075195 Penalty: 554.720032
	Iteration 1F: 3 clusters Score -10190.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -10217.372070 Penalty: 554.720032
	Iteration 2F: 3 clusters Score -10217.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10248.271484 Penalty: 554.720032
	Iteration 3Q: 3 clusters Score -10248.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -10264.860352 Penalty: 554.720032
	Iteration 4Q: 3 clusters Score -10264.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -10270.617188 Penalty: 554.720032
	Iteration 5Q: 3 clusters Score -10270.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -10278.978516 Penalty: 554.720032
	Iteration 6Q: 3 clusters Score -10278.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -10287.310547 Penalty: 554.720032
	Iteration 7Q: 3 clusters Score -10287.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10289.645508 Penalty: 554.720032
	Iteration 8Q: 3 clusters Score -10289.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10290.222656 Penalty: 554.720032
	Iteration 9Q: 3 clusters Score -10290.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -10290.222656 Penalty: 554.720032
	Iteration 10F: 3 clusters Score -10290.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Entering Unmasked Estep 
Score: -317806.750000 Penalty: 422.301788
	Iteration 0F: 2 clusters Score -317806.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -310765.875000 Penalty: 844.603577
	Iteration 0F: 3 clusters Score -310765.9 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -313495.593750 Penalty: 844.603577
	Iteration 1F: 3 clusters Score -313495.6 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -313693.156250 Penalty: 844.603577
	Iteration 2Q: 3 clusters Score -313693.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -313958.000000 Penalty: 844.603577
	Iteration 3F: 3 clusters Score -313958 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -314353.531250 Penalty: 844.603577
	Iteration 4F: 3 clusters Score -314353.5 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -314959.218750 Penalty: 844.603577
	Iteration 5F: 3 clusters Score -314959.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -315826.093750 Penalty: 844.603577
	Iteration 6F: 3 clusters Score -315826.1 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -316676.875000 Penalty: 844.603577
	Iteration 7F: 3 clusters Score -316676.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -317149.906250 Penalty: 844.603577
	Iteration 8Q: 3 clusters Score -317149.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -317336.468750 Penalty: 844.603577
	Iteration 9Q: 3 clusters Score -317336.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -317398.250000 Penalty: 844.603577
	Iteration 10Q: 3 clusters Score -317398.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 32 members 
Entering Unmasked Estep 
Score: -317427.531250 Penalty: 844.603577
	Iteration 11Q: 3 clusters Score -317427.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -317429.531250 Penalty: 844.603577
	Iteration 12Q: 3 clusters Score -317429.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -317429.531250 Penalty: 844.603577
	Iteration 13F: 3 clusters Score -317429.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (85164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85164 members 
Entering Unmasked Estep 
Score: -2691426.750000 Penalty: 516.531189
	Iteration 0F: 2 clusters Score -2691427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -2634048.750000 Penalty: 1033.062378
	Iteration 0F: 3 clusters Score -2634049 nChanged 41345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -2659524.750000 Penalty: 1033.062378
	Iteration 1F: 3 clusters Score -2659525 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -2661507.750000 Penalty: 1033.062378
	Iteration 2F: 3 clusters Score -2661508 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -2664882.250000 Penalty: 1033.062378
	Iteration 3F: 3 clusters Score -2664882 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 63975 members 
Entering Unmasked Estep 
Score: -2670102.500000 Penalty: 1033.062378
	Iteration 4F: 3 clusters Score -2670102 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 70854 members 
Entering Unmasked Estep 
Score: -2676790.750000 Penalty: 1033.062378
	Iteration 5F: 3 clusters Score -2676791 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 76811 members 
Entering Unmasked Estep 
Score: -2682955.750000 Penalty: 1033.062378
	Iteration 6F: 3 clusters Score -2682956 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 80673 members 
Entering Unmasked Estep 
Score: -2686829.750000 Penalty: 1033.062378
	Iteration 7Q: 3 clusters Score -2686830 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -2689021.500000 Penalty: 1033.062378
	Iteration 8Q: 3 clusters Score -2689022 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 84052 members 
Entering Unmasked Estep 
Score: -2690073.250000 Penalty: 1033.062378
	Iteration 9Q: 3 clusters Score -2690073 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 84585 members 
Entering Unmasked Estep 
Score: -2690548.250000 Penalty: 1033.062378
	Iteration 10Q: 3 clusters Score -2690548 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -2690742.250000 Penalty: 1033.062378
	Iteration 11Q: 3 clusters Score -2690742 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 84928 members 
Entering Unmasked Estep 
Score: -2690846.000000 Penalty: 1033.062378
	Iteration 12Q: 3 clusters Score -2690846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 84990 members 
Entering Unmasked Estep 
Score: -2690904.500000 Penalty: 1033.062378
	Iteration 13Q: 3 clusters Score -2690904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -2690941.250000 Penalty: 1033.062378
	Iteration 14Q: 3 clusters Score -2690941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 85042 members 
Entering Unmasked Estep 
Score: -2690959.250000 Penalty: 1033.062378
	Iteration 15Q: 3 clusters Score -2690959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -2690967.500000 Penalty: 1033.062378
	Iteration 16Q: 3 clusters Score -2690968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 85062 members 
Entering Unmasked Estep 
Score: -2690984.250000 Penalty: 1033.062378
	Iteration 17Q: 3 clusters Score -2690984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 85066 members 
Entering Unmasked Estep 
Score: -2690989.750000 Penalty: 1033.062378
	Iteration 18Q: 3 clusters Score -2690990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 85069 members 
Entering Unmasked Estep 
Score: -2690994.500000 Penalty: 1033.062378
	Iteration 19Q: 3 clusters Score -2690994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85071 members 
Entering Unmasked Estep 
Score: -2690999.500000 Penalty: 1033.062378
	Iteration 20F: 3 clusters Score -2691000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 85073 members 
Entering Unmasked Estep 
Score: -2691003.000000 Penalty: 1033.062378
	Iteration 21Q: 3 clusters Score -2691003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -2691006.000000 Penalty: 1033.062378
	Iteration 22Q: 3 clusters Score -2691006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -2691007.750000 Penalty: 1033.062378
	Iteration 23Q: 3 clusters Score -2691008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 85076 members 
Entering Unmasked Estep 
Score: -2691010.000000 Penalty: 1033.062378
	Iteration 24Q: 3 clusters Score -2691010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -2691011.000000 Penalty: 1033.062378
	Iteration 25Q: 3 clusters Score -2691011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 85079 members 
Entering Unmasked Estep 
Score: -2691015.000000 Penalty: 1033.062378
	Iteration 26Q: 3 clusters Score -2691015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 85080 members 
Entering Unmasked Estep 
Score: -2691015.500000 Penalty: 1033.062378
	Iteration 27Q: 3 clusters Score -2691016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -2691016.000000 Penalty: 1033.062378
	Iteration 28Q: 3 clusters Score -2691016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 85081 members 
Entering Unmasked Estep 
Score: -2691016.000000 Penalty: 1033.062378
	Iteration 29F: 3 clusters Score -2691016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Entering Unmasked Estep 
Score: -87321.437500 Penalty: 365.722931
	Iteration 0F: 2 clusters Score -87321.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -85177.210938 Penalty: 731.445862
	Iteration 0F: 3 clusters Score -85177.21 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -85895.726562 Penalty: 731.445862
	Iteration 1F: 3 clusters Score -85895.73 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -85995.242188 Penalty: 731.445862
	Iteration 2F: 3 clusters Score -85995.24 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -86122.281250 Penalty: 731.445862
	Iteration 3F: 3 clusters Score -86122.28 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -86296.093750 Penalty: 731.445862
	Iteration 4F: 3 clusters Score -86296.09 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -86505.140625 Penalty: 731.445862
	Iteration 5F: 3 clusters Score -86505.14 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -86679.648438 Penalty: 731.445862
	Iteration 6F: 3 clusters Score -86679.65 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -86812.656250 Penalty: 731.445862
	Iteration 7F: 3 clusters Score -86812.66 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -86915.585938 Penalty: 731.445862
	Iteration 8Q: 3 clusters Score -86915.59 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -87005.203125 Penalty: 731.445862
	Iteration 9Q: 3 clusters Score -87005.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -87076.460938 Penalty: 731.445862
	Iteration 10Q: 3 clusters Score -87076.46 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -87140.171875 Penalty: 731.445862
	Iteration 11Q: 3 clusters Score -87140.17 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -87184.664062 Penalty: 731.445862
	Iteration 12Q: 3 clusters Score -87184.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -87223.773438 Penalty: 731.445862
	Iteration 13Q: 3 clusters Score -87223.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -87254.375000 Penalty: 731.445862
	Iteration 14Q: 3 clusters Score -87254.38 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -87274.984375 Penalty: 731.445862
	Iteration 15Q: 3 clusters Score -87274.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -87292.656250 Penalty: 731.445862
	Iteration 16Q: 3 clusters Score -87292.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -87308.773438 Penalty: 731.445862
	Iteration 17Q: 3 clusters Score -87308.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -87319.257812 Penalty: 731.445862
	Iteration 18Q: 3 clusters Score -87319.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -87327.570312 Penalty: 731.445862
	Iteration 19Q: 3 clusters Score -87327.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -87331.367188 Penalty: 731.445862
	Iteration 20F: 3 clusters Score -87331.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -87332.515625 Penalty: 731.445862
	Iteration 21Q: 3 clusters Score -87332.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -87334.460938 Penalty: 731.445862
	Iteration 22Q: 3 clusters Score -87334.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -87335.085938 Penalty: 731.445862
	Iteration 23Q: 3 clusters Score -87335.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -87336.195312 Penalty: 731.445862
	Iteration 24Q: 3 clusters Score -87336.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -87337.437500 Penalty: 731.445862
	Iteration 25Q: 3 clusters Score -87337.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -87337.640625 Penalty: 731.445862
	Iteration 26Q: 3 clusters Score -87337.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -87337.992188 Penalty: 731.445862
	Iteration 27Q: 3 clusters Score -87337.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -87338.101562 Penalty: 731.445862
	Iteration 28Q: 3 clusters Score -87338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -87338.101562 Penalty: 731.445862
	Iteration 29F: 3 clusters Score -87338.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 85164 members 
Mstep: Class 7 contains 686 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 280330 members 
Mstep: Class 10 contains 243438 members 
Mstep: Class 11 contains 2410 members 
Mstep: Class 12 contains 12012 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 8179 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 41054 members 
Entering Unmasked Estep 
Score: -21470816.000000 Penalty: 11053.628906
Splitting cluster 7 changes total score from -21470846.000000 to -21470816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -73403.968750 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -73403.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -71739.039062 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -71739.04 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -72377.609375 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -72377.61 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -72487.140625 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -72487.14 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -72562.109375 Penalty: 705.345093
	Iteration 3F: 3 clusters Score -72562.11 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -72631.242188 Penalty: 705.345093
	Iteration 4Q: 3 clusters Score -72631.24 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -72717.531250 Penalty: 705.345093
	Iteration 5Q: 3 clusters Score -72717.53 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -72818.625000 Penalty: 705.345093
	Iteration 6Q: 3 clusters Score -72818.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -72918.445312 Penalty: 705.345093
	Iteration 7F: 3 clusters Score -72918.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -72974.585938 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -72974.59 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -73011.085938 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -73011.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -73034.320312 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -73034.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -73047.898438 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -73047.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -73058.523438 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -73058.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -73070.210938 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -73070.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -73077.109375 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -73077.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -73084.687500 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -73084.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -73090.031250 Penalty: 705.345093
	Iteration 16Q: 3 clusters Score -73090.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -73093.445312 Penalty: 705.345093
	Iteration 17Q: 3 clusters Score -73093.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -73095.453125 Penalty: 705.345093
	Iteration 18Q: 3 clusters Score -73095.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -73096.523438 Penalty: 705.345093
	Iteration 19Q: 3 clusters Score -73096.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -73097.593750 Penalty: 705.345093
	Iteration 20F: 3 clusters Score -73097.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -73098.406250 Penalty: 705.345093
	Iteration 21Q: 3 clusters Score -73098.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -73098.867188 Penalty: 705.345093
	Iteration 22Q: 3 clusters Score -73098.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -73099.257812 Penalty: 705.345093
	Iteration 23Q: 3 clusters Score -73099.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -73099.406250 Penalty: 705.345093
	Iteration 24Q: 3 clusters Score -73099.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -73099.890625 Penalty: 705.345093
	Iteration 25Q: 3 clusters Score -73099.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -73100.078125 Penalty: 705.345093
	Iteration 26Q: 3 clusters Score -73100.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -73100.429688 Penalty: 705.345093
	Iteration 27Q: 3 clusters Score -73100.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -73100.953125 Penalty: 705.345093
	Iteration 28Q: 3 clusters Score -73100.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -73101.609375 Penalty: 705.345093
	Iteration 29Q: 3 clusters Score -73101.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -73102.078125 Penalty: 705.345093
	Iteration 30Q: 3 clusters Score -73102.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -73102.351562 Penalty: 705.345093
	Iteration 31Q: 3 clusters Score -73102.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -73103.484375 Penalty: 705.345093
	Iteration 32Q: 3 clusters Score -73103.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -73104.398438 Penalty: 705.345093
	Iteration 33Q: 3 clusters Score -73104.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -73104.812500 Penalty: 705.345093
	Iteration 34Q: 3 clusters Score -73104.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -73105.125000 Penalty: 705.345093
	Iteration 35Q: 3 clusters Score -73105.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -73105.125000 Penalty: 705.345093
	Iteration 36F: 3 clusters Score -73105.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (243438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243438 members 
Entering Unmasked Estep 
Score: -7234825.000000 Penalty: 564.319092
	Iteration 0F: 2 clusters Score -7234825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 121705 members 
Entering Unmasked Estep 
Score: -7069332.000000 Penalty: 1128.638184
	Iteration 0F: 3 clusters Score -7069332 nChanged 119949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121560 members 
Mstep: Class 2 contains 121878 members 
Entering Unmasked Estep 
Score: -7146333.000000 Penalty: 1128.638184
	Iteration 1F: 3 clusters Score -7146333 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 121342 members 
Entering Unmasked Estep 
Score: -7151430.000000 Penalty: 1128.638184
	Iteration 2Q: 3 clusters Score -7151430 nChanged 13361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122971 members 
Mstep: Class 2 contains 120467 members 
Entering Unmasked Estep 
Score: -7159959.500000 Penalty: 1128.638184
	Iteration 3F: 3 clusters Score -7159960 nChanged 15918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124189 members 
Mstep: Class 2 contains 119249 members 
Entering Unmasked Estep 
Score: -7173268.500000 Penalty: 1128.638184
	Iteration 4F: 3 clusters Score -7173268 nChanged 16518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125541 members 
Mstep: Class 2 contains 117897 members 
Entering Unmasked Estep 
Score: -7185750.500000 Penalty: 1128.638184
	Iteration 5F: 3 clusters Score -7185750 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126894 members 
Mstep: Class 2 contains 116544 members 
Entering Unmasked Estep 
Score: -7191095.500000 Penalty: 1128.638184
	Iteration 6F: 3 clusters Score -7191096 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128055 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -7192465.000000 Penalty: 1128.638184
	Iteration 7Q: 3 clusters Score -7192465 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 114229 members 
Entering Unmasked Estep 
Score: -7192834.500000 Penalty: 1128.638184
	Iteration 8Q: 3 clusters Score -7192834 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130423 members 
Mstep: Class 2 contains 113015 members 
Entering Unmasked Estep 
Score: -7193020.500000 Penalty: 1128.638184
	Iteration 9Q: 3 clusters Score -7193020 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131808 members 
Mstep: Class 2 contains 111630 members 
Entering Unmasked Estep 
Score: -7193220.000000 Penalty: 1128.638184
	Iteration 10Q: 3 clusters Score -7193220 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133306 members 
Mstep: Class 2 contains 110132 members 
Entering Unmasked Estep 
Score: -7193475.500000 Penalty: 1128.638184
	Iteration 11Q: 3 clusters Score -7193476 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 108587 members 
Entering Unmasked Estep 
Score: -7193723.500000 Penalty: 1128.638184
	Iteration 12Q: 3 clusters Score -7193724 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136534 members 
Mstep: Class 2 contains 106904 members 
Entering Unmasked Estep 
Score: -7193913.500000 Penalty: 1128.638184
	Iteration 13Q: 3 clusters Score -7193914 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138326 members 
Mstep: Class 2 contains 105112 members 
Entering Unmasked Estep 
Score: -7194249.000000 Penalty: 1128.638184
	Iteration 14Q: 3 clusters Score -7194249 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 103184 members 
Entering Unmasked Estep 
Score: -7194569.500000 Penalty: 1128.638184
	Iteration 15Q: 3 clusters Score -7194570 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142319 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -7194872.500000 Penalty: 1128.638184
	Iteration 16Q: 3 clusters Score -7194872 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144473 members 
Mstep: Class 2 contains 98965 members 
Entering Unmasked Estep 
Score: -7195273.000000 Penalty: 1128.638184
	Iteration 17Q: 3 clusters Score -7195273 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146782 members 
Mstep: Class 2 contains 96656 members 
Entering Unmasked Estep 
Score: -7195610.000000 Penalty: 1128.638184
	Iteration 18Q: 3 clusters Score -7195610 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149264 members 
Mstep: Class 2 contains 94174 members 
Entering Unmasked Estep 
Score: -7196112.500000 Penalty: 1128.638184
	Iteration 19Q: 3 clusters Score -7196112 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 91576 members 
Entering Unmasked Estep 
Score: -7196613.500000 Penalty: 1128.638184
	Iteration 20F: 3 clusters Score -7196614 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154662 members 
Mstep: Class 2 contains 88776 members 
Entering Unmasked Estep 
Score: -7197144.000000 Penalty: 1128.638184
	Iteration 21Q: 3 clusters Score -7197144 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157702 members 
Mstep: Class 2 contains 85736 members 
Entering Unmasked Estep 
Score: -7197759.000000 Penalty: 1128.638184
	Iteration 22Q: 3 clusters Score -7197759 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160960 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -7198517.500000 Penalty: 1128.638184
	Iteration 23Q: 3 clusters Score -7198518 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164505 members 
Mstep: Class 2 contains 78933 members 
Entering Unmasked Estep 
Score: -7199411.000000 Penalty: 1128.638184
	Iteration 24Q: 3 clusters Score -7199411 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168212 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -7200322.500000 Penalty: 1128.638184
	Iteration 25Q: 3 clusters Score -7200322 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172008 members 
Mstep: Class 2 contains 71430 members 
Entering Unmasked Estep 
Score: -7201258.500000 Penalty: 1128.638184
	Iteration 26Q: 3 clusters Score -7201258 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175919 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -7202330.500000 Penalty: 1128.638184
	Iteration 27Q: 3 clusters Score -7202330 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180048 members 
Mstep: Class 2 contains 63390 members 
Entering Unmasked Estep 
Score: -7203473.500000 Penalty: 1128.638184
	Iteration 28Q: 3 clusters Score -7203474 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184358 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -7204808.000000 Penalty: 1128.638184
	Iteration 29Q: 3 clusters Score -7204808 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188830 members 
Mstep: Class 2 contains 54608 members 
Entering Unmasked Estep 
Score: -7206303.000000 Penalty: 1128.638184
	Iteration 30Q: 3 clusters Score -7206303 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193594 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -7208064.000000 Penalty: 1128.638184
	Iteration 31Q: 3 clusters Score -7208064 nChanged 4832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198426 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -7209866.500000 Penalty: 1128.638184
	Iteration 32Q: 3 clusters Score -7209866 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203375 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7211965.000000 Penalty: 1128.638184
	Iteration 33Q: 3 clusters Score -7211965 nChanged 4859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208234 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -7214130.500000 Penalty: 1128.638184
	Iteration 34Q: 3 clusters Score -7214130 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213121 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -7216613.000000 Penalty: 1128.638184
	Iteration 35Q: 3 clusters Score -7216613 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217994 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -7219186.500000 Penalty: 1128.638184
	Iteration 36Q: 3 clusters Score -7219186 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222510 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -7221806.000000 Penalty: 1128.638184
	Iteration 37Q: 3 clusters Score -7221806 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226640 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -7224303.500000 Penalty: 1128.638184
	Iteration 38Q: 3 clusters Score -7224304 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230288 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -7226698.500000 Penalty: 1128.638184
	Iteration 39Q: 3 clusters Score -7226698 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233263 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -7228855.500000 Penalty: 1128.638184
	Iteration 40F: 3 clusters Score -7228856 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235898 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -7230766.500000 Penalty: 1128.638184
	Iteration 41Q: 3 clusters Score -7230766 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237840 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -7232101.500000 Penalty: 1128.638184
	Iteration 42Q: 3 clusters Score -7232102 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239251 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -7232970.000000 Penalty: 1128.638184
	Iteration 43Q: 3 clusters Score -7232970 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240224 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7233626.500000 Penalty: 1128.638184
	Iteration 44Q: 3 clusters Score -7233626 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240905 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7234002.500000 Penalty: 1128.638184
	Iteration 45Q: 3 clusters Score -7234002 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241369 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7234258.500000 Penalty: 1128.638184
	Iteration 46Q: 3 clusters Score -7234258 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241665 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7234430.000000 Penalty: 1128.638184
	Iteration 47Q: 3 clusters Score -7234430 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241854 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7234536.500000 Penalty: 1128.638184
	Iteration 48Q: 3 clusters Score -7234536 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241996 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -7234611.000000 Penalty: 1128.638184
	Iteration 49Q: 3 clusters Score -7234611 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242103 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -7234639.500000 Penalty: 1128.638184
	Iteration 50Q: 3 clusters Score -7234640 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242182 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7234655.000000 Penalty: 1128.638184
	Iteration 51Q: 3 clusters Score -7234655 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242244 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -7234675.000000 Penalty: 1128.638184
	Iteration 52Q: 3 clusters Score -7234675 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242287 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -7234694.500000 Penalty: 1128.638184
	Iteration 53Q: 3 clusters Score -7234694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242318 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -7234698.000000 Penalty: 1128.638184
	Iteration 54Q: 3 clusters Score -7234698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242344 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -7234698.000000 Penalty: 1128.638184
	Iteration 55Q: 3 clusters Score -7234698 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242364 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -7234702.000000 Penalty: 1128.638184
	Iteration 56Q: 3 clusters Score -7234702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242374 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7234701.500000 Penalty: 1128.638184
	Iteration 57Q: 3 clusters Score -7234702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242389 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -7234715.500000 Penalty: 1128.638184
	Iteration 58Q: 3 clusters Score -7234716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242403 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7234718.500000 Penalty: 1128.638184
	Iteration 59Q: 3 clusters Score -7234718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242410 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -7234726.000000 Penalty: 1128.638184
	Iteration 60F: 3 clusters Score -7234726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242416 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7234722.000000 Penalty: 1128.638184
	Iteration 61Q: 3 clusters Score -7234722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242422 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7234725.000000 Penalty: 1128.638184
	Iteration 62Q: 3 clusters Score -7234725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242428 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7234727.000000 Penalty: 1128.638184
	Iteration 63Q: 3 clusters Score -7234727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242433 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7234735.000000 Penalty: 1128.638184
	Iteration 64Q: 3 clusters Score -7234735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242434 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -7234734.000000 Penalty: 1128.638184
	Iteration 65Q: 3 clusters Score -7234734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7234734.500000 Penalty: 1128.638184
	Iteration 66Q: 3 clusters Score -7234734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242435 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7234734.500000 Penalty: 1128.638184
	Iteration 67F: 3 clusters Score -7234734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Entering Unmasked Estep 
Score: -423153.718750 Penalty: 427.411591
	Iteration 0F: 2 clusters Score -423153.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -415146.812500 Penalty: 854.823181
	Iteration 0F: 3 clusters Score -415146.8 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -418289.312500 Penalty: 854.823181
	Iteration 1F: 3 clusters Score -418289.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -418427.312500 Penalty: 854.823181
	Iteration 2Q: 3 clusters Score -418427.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -418587.062500 Penalty: 854.823181
	Iteration 3Q: 3 clusters Score -418587.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -418820.093750 Penalty: 854.823181
	Iteration 4Q: 3 clusters Score -418820.1 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -419228.531250 Penalty: 854.823181
	Iteration 5F: 3 clusters Score -419228.5 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -419913.343750 Penalty: 854.823181
	Iteration 6F: 3 clusters Score -419913.3 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -420869.625000 Penalty: 854.823181
	Iteration 7F: 3 clusters Score -420869.6 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -421784.968750 Penalty: 854.823181
	Iteration 8F: 3 clusters Score -421785 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -422414.906250 Penalty: 854.823181
	Iteration 9F: 3 clusters Score -422414.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -422673.218750 Penalty: 854.823181
	Iteration 10Q: 3 clusters Score -422673.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -422742.875000 Penalty: 854.823181
	Iteration 11Q: 3 clusters Score -422742.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -422761.875000 Penalty: 854.823181
	Iteration 12Q: 3 clusters Score -422761.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -422772.906250 Penalty: 854.823181
	Iteration 13Q: 3 clusters Score -422772.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -422781.593750 Penalty: 854.823181
	Iteration 14Q: 3 clusters Score -422781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -422783.156250 Penalty: 854.823181
	Iteration 15Q: 3 clusters Score -422783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -422792.312500 Penalty: 854.823181
	Iteration 16Q: 3 clusters Score -422792.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -422792.593750 Penalty: 854.823181
	Iteration 17Q: 3 clusters Score -422792.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -422795.250000 Penalty: 854.823181
	Iteration 18Q: 3 clusters Score -422795.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -422795.250000 Penalty: 854.823181
	Iteration 19F: 3 clusters Score -422795.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -69530.484375 Penalty: 348.876984
	Iteration 0F: 2 clusters Score -69530.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -67984.695312 Penalty: 697.753967
	Iteration 0F: 3 clusters Score -67984.7 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -68559.476562 Penalty: 697.753967
	Iteration 1F: 3 clusters Score -68559.48 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -68663.320312 Penalty: 697.753967
	Iteration 2F: 3 clusters Score -68663.32 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -68724.476562 Penalty: 697.753967
	Iteration 3F: 3 clusters Score -68724.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -68777.125000 Penalty: 697.753967
	Iteration 4Q: 3 clusters Score -68777.12 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -68837.515625 Penalty: 697.753967
	Iteration 5Q: 3 clusters Score -68837.52 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -68877.507812 Penalty: 697.753967
	Iteration 6Q: 3 clusters Score -68877.51 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -68901.359375 Penalty: 697.753967
	Iteration 7Q: 3 clusters Score -68901.36 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -68923.992188 Penalty: 697.753967
	Iteration 8Q: 3 clusters Score -68923.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -68950.054688 Penalty: 697.753967
	Iteration 9Q: 3 clusters Score -68950.05 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -68975.250000 Penalty: 697.753967
	Iteration 10Q: 3 clusters Score -68975.25 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -68996.218750 Penalty: 697.753967
	Iteration 11Q: 3 clusters Score -68996.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -69019.367188 Penalty: 697.753967
	Iteration 12Q: 3 clusters Score -69019.37 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -69032.484375 Penalty: 697.753967
	Iteration 13Q: 3 clusters Score -69032.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -69038.234375 Penalty: 697.753967
	Iteration 14Q: 3 clusters Score -69038.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -69041.750000 Penalty: 697.753967
	Iteration 15Q: 3 clusters Score -69041.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -69043.781250 Penalty: 697.753967
	Iteration 16Q: 3 clusters Score -69043.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -69044.468750 Penalty: 697.753967
	Iteration 17Q: 3 clusters Score -69044.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -69045.101562 Penalty: 697.753967
	Iteration 18Q: 3 clusters Score -69045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -69045.585938 Penalty: 697.753967
	Iteration 19Q: 3 clusters Score -69045.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -69045.804688 Penalty: 697.753967
	Iteration 20F: 3 clusters Score -69045.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -69046.085938 Penalty: 697.753967
	Iteration 21Q: 3 clusters Score -69046.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -69046.648438 Penalty: 697.753967
	Iteration 22Q: 3 clusters Score -69046.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -69046.875000 Penalty: 697.753967
	Iteration 23Q: 3 clusters Score -69046.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -69046.968750 Penalty: 697.753967
	Iteration 24Q: 3 clusters Score -69046.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -69046.968750 Penalty: 697.753967
	Iteration 25F: 3 clusters Score -69046.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Entering Unmasked Estep 
Score: -281157.687500 Penalty: 409.924286
	Iteration 0F: 2 clusters Score -281157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -275763.437500 Penalty: 819.848572
	Iteration 0F: 3 clusters Score -275763.4 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -277942.125000 Penalty: 819.848572
	Iteration 1F: 3 clusters Score -277942.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -278168.562500 Penalty: 819.848572
	Iteration 2F: 3 clusters Score -278168.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -278470.718750 Penalty: 819.848572
	Iteration 3F: 3 clusters Score -278470.7 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -278872.125000 Penalty: 819.848572
	Iteration 4F: 3 clusters Score -278872.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -279274.781250 Penalty: 819.848572
	Iteration 5F: 3 clusters Score -279274.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -279654.218750 Penalty: 819.848572
	Iteration 6F: 3 clusters Score -279654.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -279974.375000 Penalty: 819.848572
	Iteration 7Q: 3 clusters Score -279974.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -280193.625000 Penalty: 819.848572
	Iteration 8Q: 3 clusters Score -280193.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -280359.687500 Penalty: 819.848572
	Iteration 9Q: 3 clusters Score -280359.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -280460.781250 Penalty: 819.848572
	Iteration 10Q: 3 clusters Score -280460.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -280543.656250 Penalty: 819.848572
	Iteration 11Q: 3 clusters Score -280543.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -280594.875000 Penalty: 819.848572
	Iteration 12Q: 3 clusters Score -280594.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -280638.156250 Penalty: 819.848572
	Iteration 13Q: 3 clusters Score -280638.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -280669.843750 Penalty: 819.848572
	Iteration 14Q: 3 clusters Score -280669.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -280696.687500 Penalty: 819.848572
	Iteration 15Q: 3 clusters Score -280696.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -280716.687500 Penalty: 819.848572
	Iteration 16Q: 3 clusters Score -280716.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -280731.968750 Penalty: 819.848572
	Iteration 17Q: 3 clusters Score -280732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -280749.500000 Penalty: 819.848572
	Iteration 18Q: 3 clusters Score -280749.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -280765.750000 Penalty: 819.848572
	Iteration 19Q: 3 clusters Score -280765.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -280774.562500 Penalty: 819.848572
	Iteration 20F: 3 clusters Score -280774.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -280781.031250 Penalty: 819.848572
	Iteration 21Q: 3 clusters Score -280781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -280786.812500 Penalty: 819.848572
	Iteration 22Q: 3 clusters Score -280786.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -280791.375000 Penalty: 819.848572
	Iteration 23Q: 3 clusters Score -280791.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -280794.187500 Penalty: 819.848572
	Iteration 24Q: 3 clusters Score -280794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -280797.062500 Penalty: 819.848572
	Iteration 25Q: 3 clusters Score -280797.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -280799.625000 Penalty: 819.848572
	Iteration 26Q: 3 clusters Score -280799.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -280800.500000 Penalty: 819.848572
	Iteration 27Q: 3 clusters Score -280800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -280801.562500 Penalty: 819.848572
	Iteration 28Q: 3 clusters Score -280801.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -280801.687500 Penalty: 819.848572
	Iteration 29Q: 3 clusters Score -280801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -280801.687500 Penalty: 819.848572
	Iteration 30F: 3 clusters Score -280801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Entering Unmasked Estep 
Score: -501940.218750 Penalty: 439.519012
	Iteration 0F: 2 clusters Score -501940.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -491514.562500 Penalty: 879.038025
	Iteration 0F: 3 clusters Score -491514.6 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -495952.718750 Penalty: 879.038025
	Iteration 1F: 3 clusters Score -495952.7 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -496420.218750 Penalty: 879.038025
	Iteration 2F: 3 clusters Score -496420.2 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -497191.843750 Penalty: 879.038025
	Iteration 3F: 3 clusters Score -497191.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -498220.906250 Penalty: 879.038025
	Iteration 4F: 3 clusters Score -498220.9 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -499141.500000 Penalty: 879.038025
	Iteration 5F: 3 clusters Score -499141.5 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -499792.781250 Penalty: 879.038025
	Iteration 6F: 3 clusters Score -499792.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -500254.031250 Penalty: 879.038025
	Iteration 7Q: 3 clusters Score -500254 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -500512.500000 Penalty: 879.038025
	Iteration 8Q: 3 clusters Score -500512.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -500691.750000 Penalty: 879.038025
	Iteration 9Q: 3 clusters Score -500691.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -500824.218750 Penalty: 879.038025
	Iteration 10Q: 3 clusters Score -500824.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -500948.031250 Penalty: 879.038025
	Iteration 11Q: 3 clusters Score -500948 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -501055.437500 Penalty: 879.038025
	Iteration 12Q: 3 clusters Score -501055.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -501148.375000 Penalty: 879.038025
	Iteration 13Q: 3 clusters Score -501148.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -501227.687500 Penalty: 879.038025
	Iteration 14Q: 3 clusters Score -501227.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -501306.312500 Penalty: 879.038025
	Iteration 15Q: 3 clusters Score -501306.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -501370.343750 Penalty: 879.038025
	Iteration 16Q: 3 clusters Score -501370.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -501428.468750 Penalty: 879.038025
	Iteration 17Q: 3 clusters Score -501428.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -501477.250000 Penalty: 879.038025
	Iteration 18Q: 3 clusters Score -501477.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -501508.375000 Penalty: 879.038025
	Iteration 19Q: 3 clusters Score -501508.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -501535.687500 Penalty: 879.038025
	Iteration 20F: 3 clusters Score -501535.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -501560.093750 Penalty: 879.038025
	Iteration 21Q: 3 clusters Score -501560.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -501578.625000 Penalty: 879.038025
	Iteration 22Q: 3 clusters Score -501578.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -501594.406250 Penalty: 879.038025
	Iteration 23Q: 3 clusters Score -501594.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -501605.218750 Penalty: 879.038025
	Iteration 24Q: 3 clusters Score -501605.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -501611.312500 Penalty: 879.038025
	Iteration 25Q: 3 clusters Score -501611.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -501615.375000 Penalty: 879.038025
	Iteration 26Q: 3 clusters Score -501615.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -501619.187500 Penalty: 879.038025
	Iteration 27Q: 3 clusters Score -501619.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -501623.843750 Penalty: 879.038025
	Iteration 28Q: 3 clusters Score -501623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -501624.937500 Penalty: 879.038025
	Iteration 29Q: 3 clusters Score -501624.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -501629.687500 Penalty: 879.038025
	Iteration 30Q: 3 clusters Score -501629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -501633.843750 Penalty: 879.038025
	Iteration 31Q: 3 clusters Score -501633.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -501637.468750 Penalty: 879.038025
	Iteration 32Q: 3 clusters Score -501637.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -501640.000000 Penalty: 879.038025
	Iteration 33Q: 3 clusters Score -501640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -501642.843750 Penalty: 879.038025
	Iteration 34Q: 3 clusters Score -501642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -501645.562500 Penalty: 879.038025
	Iteration 35Q: 3 clusters Score -501645.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -501646.343750 Penalty: 879.038025
	Iteration 36Q: 3 clusters Score -501646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -501645.656250 Penalty: 879.038025
	Iteration 37Q: 3 clusters Score -501645.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -501645.781250 Penalty: 879.038025
	Iteration 38Q: 3 clusters Score -501645.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -501646.000000 Penalty: 879.038025
	Iteration 39Q: 3 clusters Score -501646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -501646.406250 Penalty: 879.038025
	Iteration 40F: 3 clusters Score -501646.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -501646.843750 Penalty: 879.038025
	Iteration 41Q: 3 clusters Score -501646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -501646.812500 Penalty: 879.038025
	Iteration 42Q: 3 clusters Score -501646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -501646.625000 Penalty: 879.038025
	Iteration 43Q: 3 clusters Score -501646.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -501646.562500 Penalty: 879.038025
	Iteration 44Q: 3 clusters Score -501646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -501646.750000 Penalty: 879.038025
	Iteration 45Q: 3 clusters Score -501646.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -501646.437500 Penalty: 879.038025
	Iteration 46Q: 3 clusters Score -501646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -501645.937500 Penalty: 879.038025
	Iteration 47Q: 3 clusters Score -501645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -501647.406250 Penalty: 879.038025
	Iteration 48Q: 3 clusters Score -501647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -501647.468750 Penalty: 879.038025
	Iteration 49Q: 3 clusters Score -501647.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -501647.593750 Penalty: 879.038025
	Iteration 50Q: 3 clusters Score -501647.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -501648.843750 Penalty: 879.038025
	Iteration 51Q: 3 clusters Score -501648.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -501649.343750 Penalty: 879.038025
	Iteration 52Q: 3 clusters Score -501649.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -501650.281250 Penalty: 879.038025
	Iteration 53Q: 3 clusters Score -501650.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -501650.281250 Penalty: 879.038025
	Iteration 54F: 3 clusters Score -501650.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Entering Unmasked Estep 
Score: -154656.296875 Penalty: 392.387115
	Iteration 0F: 2 clusters Score -154656.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -150895.859375 Penalty: 784.774231
	Iteration 0F: 3 clusters Score -150895.9 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -152315.671875 Penalty: 784.774231
	Iteration 1F: 3 clusters Score -152315.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -152463.390625 Penalty: 784.774231
	Iteration 2F: 3 clusters Score -152463.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -152633.000000 Penalty: 784.774231
	Iteration 3F: 3 clusters Score -152633 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -152837.812500 Penalty: 784.774231
	Iteration 4F: 3 clusters Score -152837.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -153090.859375 Penalty: 784.774231
	Iteration 5F: 3 clusters Score -153090.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -153302.125000 Penalty: 784.774231
	Iteration 6F: 3 clusters Score -153302.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -153481.781250 Penalty: 784.774231
	Iteration 7Q: 3 clusters Score -153481.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -153608.765625 Penalty: 784.774231
	Iteration 8Q: 3 clusters Score -153608.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -153676.984375 Penalty: 784.774231
	Iteration 9Q: 3 clusters Score -153677 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -153706.671875 Penalty: 784.774231
	Iteration 10Q: 3 clusters Score -153706.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -153723.031250 Penalty: 784.774231
	Iteration 11Q: 3 clusters Score -153723 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -153734.437500 Penalty: 784.774231
	Iteration 12Q: 3 clusters Score -153734.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -153743.781250 Penalty: 784.774231
	Iteration 13Q: 3 clusters Score -153743.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -153753.234375 Penalty: 784.774231
	Iteration 14Q: 3 clusters Score -153753.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -153764.375000 Penalty: 784.774231
	Iteration 15Q: 3 clusters Score -153764.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -153773.921875 Penalty: 784.774231
	Iteration 16Q: 3 clusters Score -153773.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -153779.828125 Penalty: 784.774231
	Iteration 17Q: 3 clusters Score -153779.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -153785.234375 Penalty: 784.774231
	Iteration 18Q: 3 clusters Score -153785.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -153791.531250 Penalty: 784.774231
	Iteration 19Q: 3 clusters Score -153791.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -153795.734375 Penalty: 784.774231
	Iteration 20F: 3 clusters Score -153795.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -153799.312500 Penalty: 784.774231
	Iteration 21Q: 3 clusters Score -153799.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -153801.562500 Penalty: 784.774231
	Iteration 22Q: 3 clusters Score -153801.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -153803.000000 Penalty: 784.774231
	Iteration 23Q: 3 clusters Score -153803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -153804.296875 Penalty: 784.774231
	Iteration 24Q: 3 clusters Score -153804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -153807.421875 Penalty: 784.774231
	Iteration 25Q: 3 clusters Score -153807.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -153808.703125 Penalty: 784.774231
	Iteration 26Q: 3 clusters Score -153808.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -153809.750000 Penalty: 784.774231
	Iteration 27Q: 3 clusters Score -153809.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -153810.390625 Penalty: 784.774231
	Iteration 28Q: 3 clusters Score -153810.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -153811.015625 Penalty: 784.774231
	Iteration 29Q: 3 clusters Score -153811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -153811.140625 Penalty: 784.774231
	Iteration 30Q: 3 clusters Score -153811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -153812.234375 Penalty: 784.774231
	Iteration 31Q: 3 clusters Score -153812.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -153812.203125 Penalty: 784.774231
	Iteration 32Q: 3 clusters Score -153812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -153812.093750 Penalty: 784.774231
	Iteration 33Q: 3 clusters Score -153812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -153812.281250 Penalty: 784.774231
	Iteration 34Q: 3 clusters Score -153812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -153812.171875 Penalty: 784.774231
	Iteration 35Q: 3 clusters Score -153812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -153812.250000 Penalty: 784.774231
	Iteration 36Q: 3 clusters Score -153812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -153812.281250 Penalty: 784.774231
	Iteration 37Q: 3 clusters Score -153812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -153812.562500 Penalty: 784.774231
	Iteration 38Q: 3 clusters Score -153812.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -153812.562500 Penalty: 784.774231
	Iteration 39F: 3 clusters Score -153812.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Entering Unmasked Estep 
Score: -329916.968750 Penalty: 423.753235
	Iteration 0F: 2 clusters Score -329917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -322523.781250 Penalty: 847.506470
	Iteration 0F: 3 clusters Score -322523.8 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -325425.687500 Penalty: 847.506470
	Iteration 1F: 3 clusters Score -325425.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -325654.687500 Penalty: 847.506470
	Iteration 2Q: 3 clusters Score -325654.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -325928.531250 Penalty: 847.506470
	Iteration 3Q: 3 clusters Score -325928.5 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -326325.250000 Penalty: 847.506470
	Iteration 4Q: 3 clusters Score -326325.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -326815.500000 Penalty: 847.506470
	Iteration 5F: 3 clusters Score -326815.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -327401.687500 Penalty: 847.506470
	Iteration 6F: 3 clusters Score -327401.7 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -327897.375000 Penalty: 847.506470
	Iteration 7F: 3 clusters Score -327897.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -328220.625000 Penalty: 847.506470
	Iteration 8Q: 3 clusters Score -328220.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -328441.312500 Penalty: 847.506470
	Iteration 9Q: 3 clusters Score -328441.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -328614.250000 Penalty: 847.506470
	Iteration 10Q: 3 clusters Score -328614.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -328739.750000 Penalty: 847.506470
	Iteration 11Q: 3 clusters Score -328739.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -328849.375000 Penalty: 847.506470
	Iteration 12Q: 3 clusters Score -328849.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -328942.062500 Penalty: 847.506470
	Iteration 13Q: 3 clusters Score -328942.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -329038.812500 Penalty: 847.506470
	Iteration 14Q: 3 clusters Score -329038.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -329124.093750 Penalty: 847.506470
	Iteration 15Q: 3 clusters Score -329124.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -329208.625000 Penalty: 847.506470
	Iteration 16Q: 3 clusters Score -329208.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -329284.187500 Penalty: 847.506470
	Iteration 17Q: 3 clusters Score -329284.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -329345.531250 Penalty: 847.506470
	Iteration 18Q: 3 clusters Score -329345.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -329393.625000 Penalty: 847.506470
	Iteration 19Q: 3 clusters Score -329393.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -329417.187500 Penalty: 847.506470
	Iteration 20F: 3 clusters Score -329417.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -329436.531250 Penalty: 847.506470
	Iteration 21Q: 3 clusters Score -329436.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -329455.375000 Penalty: 847.506470
	Iteration 22Q: 3 clusters Score -329455.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -329466.656250 Penalty: 847.506470
	Iteration 23Q: 3 clusters Score -329466.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -329476.093750 Penalty: 847.506470
	Iteration 24Q: 3 clusters Score -329476.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -329482.343750 Penalty: 847.506470
	Iteration 25Q: 3 clusters Score -329482.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -329486.406250 Penalty: 847.506470
	Iteration 26Q: 3 clusters Score -329486.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -329491.875000 Penalty: 847.506470
	Iteration 27Q: 3 clusters Score -329491.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -329496.156250 Penalty: 847.506470
	Iteration 28Q: 3 clusters Score -329496.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -329498.500000 Penalty: 847.506470
	Iteration 29Q: 3 clusters Score -329498.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -329501.093750 Penalty: 847.506470
	Iteration 30Q: 3 clusters Score -329501.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -329503.031250 Penalty: 847.506470
	Iteration 31Q: 3 clusters Score -329503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -329505.843750 Penalty: 847.506470
	Iteration 32Q: 3 clusters Score -329505.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -329510.250000 Penalty: 847.506470
	Iteration 33Q: 3 clusters Score -329510.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -329518.062500 Penalty: 847.506470
	Iteration 34Q: 3 clusters Score -329518.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -329522.500000 Penalty: 847.506470
	Iteration 35Q: 3 clusters Score -329522.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -329526.656250 Penalty: 847.506470
	Iteration 36Q: 3 clusters Score -329526.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -329528.281250 Penalty: 847.506470
	Iteration 37Q: 3 clusters Score -329528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -329531.781250 Penalty: 847.506470
	Iteration 38Q: 3 clusters Score -329531.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -329533.843750 Penalty: 847.506470
	Iteration 39Q: 3 clusters Score -329533.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -329542.843750 Penalty: 847.506470
	Iteration 40F: 3 clusters Score -329542.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -329553.218750 Penalty: 847.506470
	Iteration 41Q: 3 clusters Score -329553.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -329560.093750 Penalty: 847.506470
	Iteration 42Q: 3 clusters Score -329560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -329567.312500 Penalty: 847.506470
	Iteration 43Q: 3 clusters Score -329567.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -329576.937500 Penalty: 847.506470
	Iteration 44Q: 3 clusters Score -329576.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -329582.093750 Penalty: 847.506470
	Iteration 45Q: 3 clusters Score -329582.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -329587.156250 Penalty: 847.506470
	Iteration 46Q: 3 clusters Score -329587.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -329592.781250 Penalty: 847.506470
	Iteration 47Q: 3 clusters Score -329592.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -329596.906250 Penalty: 847.506470
	Iteration 48Q: 3 clusters Score -329596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -329597.343750 Penalty: 847.506470
	Iteration 49Q: 3 clusters Score -329597.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -329598.375000 Penalty: 847.506470
	Iteration 50Q: 3 clusters Score -329598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -329600.781250 Penalty: 847.506470
	Iteration 51Q: 3 clusters Score -329600.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -329604.093750 Penalty: 847.506470
	Iteration 52Q: 3 clusters Score -329604.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -329605.031250 Penalty: 847.506470
	Iteration 53Q: 3 clusters Score -329605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -329605.437500 Penalty: 847.506470
	Iteration 54Q: 3 clusters Score -329605.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -329606.156250 Penalty: 847.506470
	Iteration 55Q: 3 clusters Score -329606.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -329607.062500 Penalty: 847.506470
	Iteration 56Q: 3 clusters Score -329607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -329607.281250 Penalty: 847.506470
	Iteration 57Q: 3 clusters Score -329607.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -329607.656250 Penalty: 847.506470
	Iteration 58Q: 3 clusters Score -329607.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -329607.781250 Penalty: 847.506470
	Iteration 59Q: 3 clusters Score -329607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -329607.781250 Penalty: 847.506470
	Iteration 60F: 3 clusters Score -329607.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (41054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Entering Unmasked Estep 
Score: -1316176.125000 Penalty: 483.330292
	Iteration 0F: 2 clusters Score -1316176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1288580.625000 Penalty: 966.660583
	Iteration 0F: 3 clusters Score -1288581 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1300712.250000 Penalty: 966.660583
	Iteration 1F: 3 clusters Score -1300712 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -1301436.125000 Penalty: 966.660583
	Iteration 2Q: 3 clusters Score -1301436 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1302729.250000 Penalty: 966.660583
	Iteration 3F: 3 clusters Score -1302729 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1304912.125000 Penalty: 966.660583
	Iteration 4F: 3 clusters Score -1304912 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1308009.750000 Penalty: 966.660583
	Iteration 5F: 3 clusters Score -1308010 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1311046.250000 Penalty: 966.660583
	Iteration 6F: 3 clusters Score -1311046 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1313057.125000 Penalty: 966.660583
	Iteration 7Q: 3 clusters Score -1313057 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1314173.250000 Penalty: 966.660583
	Iteration 8Q: 3 clusters Score -1314173 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1314781.875000 Penalty: 966.660583
	Iteration 9Q: 3 clusters Score -1314782 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1315133.375000 Penalty: 966.660583
	Iteration 10Q: 3 clusters Score -1315133 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1315319.375000 Penalty: 966.660583
	Iteration 11Q: 3 clusters Score -1315319 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1315443.500000 Penalty: 966.660583
	Iteration 12Q: 3 clusters Score -1315444 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1315520.500000 Penalty: 966.660583
	Iteration 13Q: 3 clusters Score -1315520 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1315573.875000 Penalty: 966.660583
	Iteration 14Q: 3 clusters Score -1315574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1315603.500000 Penalty: 966.660583
	Iteration 15Q: 3 clusters Score -1315604 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1315641.375000 Penalty: 966.660583
	Iteration 16Q: 3 clusters Score -1315641 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1315662.625000 Penalty: 966.660583
	Iteration 17Q: 3 clusters Score -1315663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1315674.250000 Penalty: 966.660583
	Iteration 18Q: 3 clusters Score -1315674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1315697.125000 Penalty: 966.660583
	Iteration 19Q: 3 clusters Score -1315697 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1315713.750000 Penalty: 966.660583
	Iteration 20F: 3 clusters Score -1315714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1315724.500000 Penalty: 966.660583
	Iteration 21Q: 3 clusters Score -1315724 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1315734.375000 Penalty: 966.660583
	Iteration 22Q: 3 clusters Score -1315734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1315747.500000 Penalty: 966.660583
	Iteration 23Q: 3 clusters Score -1315748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1315756.875000 Penalty: 966.660583
	Iteration 24Q: 3 clusters Score -1315757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1315760.875000 Penalty: 966.660583
	Iteration 25Q: 3 clusters Score -1315761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1315766.500000 Penalty: 966.660583
	Iteration 26Q: 3 clusters Score -1315766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1315770.000000 Penalty: 966.660583
	Iteration 27Q: 3 clusters Score -1315770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1315774.125000 Penalty: 966.660583
	Iteration 28Q: 3 clusters Score -1315774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1315775.750000 Penalty: 966.660583
	Iteration 29Q: 3 clusters Score -1315776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1315777.875000 Penalty: 966.660583
	Iteration 30Q: 3 clusters Score -1315778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1315777.375000 Penalty: 966.660583
	Iteration 31Q: 3 clusters Score -1315777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1315777.375000 Penalty: 966.660583
	Iteration 32F: 3 clusters Score -1315777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2277 members 
Mstep: Class 3 contains 1612 members 
Mstep: Class 4 contains 444 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 85164 members 
Mstep: Class 7 contains 3096 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 10 contains 243438 members 
Mstep: Class 12 contains 12012 members 
Mstep: Class 15 contains 2138 members 
Mstep: Class 16 contains 8179 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 41054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471344.000000 Penalty: 10439.538086
Iteration 79Q: 18 clusters Score -2.147134e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2275 members 
Mstep: Class 3 contains 1815 members 
Mstep: Class 4 contains 445 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 84927 members 
Mstep: Class 7 contains 3119 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 280331 members 
Mstep: Class 10 contains 243662 members 
Mstep: Class 12 contains 11746 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 8275 members 
Mstep: Class 17 contains 15670 members 
Mstep: Class 18 contains 5555 members 
Mstep: Class 19 contains 11077 members 
Mstep: Class 20 contains 41058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471790.000000 Penalty: 10439.538086
Iteration 80F: 18 clusters Score -2.147179e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2268 members 
Mstep: Class 3 contains 1975 members 
Mstep: Class 4 contains 450 members 
Mstep: Class 5 contains 10736 members 
Mstep: Class 6 contains 84149 members 
Mstep: Class 7 contains 3117 members 
Mstep: Class 8 contains 2309 members 
Mstep: Class 9 contains 282147 members 
Mstep: Class 10 contains 243517 members 
Mstep: Class 12 contains 10732 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 8321 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 5550 members 
Mstep: Class 19 contains 11076 members 
Mstep: Class 20 contains 41056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472364.000000 Penalty: 10439.538086
Iteration 81Q: 18 clusters Score -2.147236e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 2109 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 10732 members 
Mstep: Class 6 contains 83284 members 
Mstep: Class 7 contains 3123 members 
Mstep: Class 8 contains 2308 members 
Mstep: Class 9 contains 284083 members 
Mstep: Class 10 contains 243356 members 
Mstep: Class 12 contains 9717 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 8368 members 
Mstep: Class 17 contains 15666 members 
Mstep: Class 18 contains 5541 members 
Mstep: Class 19 contains 11072 members 
Mstep: Class 20 contains 41049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472824.000000 Penalty: 10439.538086
Iteration 82Q: 18 clusters Score -2.147282e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 2225 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 10730 members 
Mstep: Class 6 contains 82251 members 
Mstep: Class 7 contains 3129 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 286192 members 
Mstep: Class 10 contains 243175 members 
Mstep: Class 12 contains 8738 members 
Mstep: Class 15 contains 2119 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 15665 members 
Mstep: Class 18 contains 5539 members 
Mstep: Class 19 contains 11061 members 
Mstep: Class 20 contains 41060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473128.000000 Penalty: 10439.538086
Iteration 83Q: 18 clusters Score -2.147313e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 458 members 
Mstep: Class 5 contains 10733 members 
Mstep: Class 6 contains 81085 members 
Mstep: Class 7 contains 3143 members 
Mstep: Class 8 contains 2319 members 
Mstep: Class 9 contains 288402 members 
Mstep: Class 10 contains 242930 members 
Mstep: Class 12 contains 7840 members 
Mstep: Class 15 contains 2113 members 
Mstep: Class 16 contains 8430 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 5536 members 
Mstep: Class 19 contains 11057 members 
Mstep: Class 20 contains 41068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473622.000000 Penalty: 10439.538086
Iteration 84Q: 18 clusters Score -2.147362e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2258 members 
Mstep: Class 3 contains 2431 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 10728 members 
Mstep: Class 6 contains 79814 members 
Mstep: Class 7 contains 3156 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 290726 members 
Mstep: Class 10 contains 242684 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 15 contains 2107 members 
Mstep: Class 16 contains 8465 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 5528 members 
Mstep: Class 19 contains 11055 members 
Mstep: Class 20 contains 41081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474062.000000 Penalty: 10439.538086
Iteration 85Q: 18 clusters Score -2.147406e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2261 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 10715 members 
Mstep: Class 6 contains 78352 members 
Mstep: Class 7 contains 3159 members 
Mstep: Class 8 contains 2321 members 
Mstep: Class 9 contains 293266 members 
Mstep: Class 10 contains 242438 members 
Mstep: Class 12 contains 6045 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 8514 members 
Mstep: Class 17 contains 15667 members 
Mstep: Class 18 contains 5526 members 
Mstep: Class 19 contains 11051 members 
Mstep: Class 20 contains 41095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474716.000000 Penalty: 10439.538086
Iteration 86Q: 18 clusters Score -2.147472e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2262 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 465 members 
Mstep: Class 5 contains 10709 members 
Mstep: Class 6 contains 76714 members 
Mstep: Class 7 contains 3166 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 295915 members 
Mstep: Class 10 contains 242151 members 
Mstep: Class 12 contains 5184 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 5521 members 
Mstep: Class 19 contains 11048 members 
Mstep: Class 20 contains 41114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475348.000000 Penalty: 10439.538086
Iteration 87Q: 18 clusters Score -2.147535e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2259 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 10703 members 
Mstep: Class 6 contains 74931 members 
Mstep: Class 7 contains 3167 members 
Mstep: Class 8 contains 2324 members 
Mstep: Class 9 contains 298770 members 
Mstep: Class 10 contains 241813 members 
Mstep: Class 12 contains 4333 members 
Mstep: Class 15 contains 2095 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 5516 members 
Mstep: Class 19 contains 11044 members 
Mstep: Class 20 contains 41144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476054.000000 Penalty: 10439.538086
Iteration 88Q: 18 clusters Score -2.147605e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2253 members 
Mstep: Class 3 contains 2841 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 73055 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 301677 members 
Mstep: Class 10 contains 241491 members 
Mstep: Class 12 contains 3562 members 
Mstep: Class 15 contains 2083 members 
Mstep: Class 16 contains 8673 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 5514 members 
Mstep: Class 19 contains 11034 members 
Mstep: Class 20 contains 41179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476688.000000 Penalty: 10439.538086
Iteration 89Q: 18 clusters Score -2.147669e+07 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2246 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 10658 members 
Mstep: Class 6 contains 71048 members 
Mstep: Class 7 contains 3163 members 
Mstep: Class 8 contains 2327 members 
Mstep: Class 9 contains 304671 members 
Mstep: Class 10 contains 241147 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 15 contains 2076 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 15688 members 
Mstep: Class 18 contains 5511 members 
Mstep: Class 19 contains 11023 members 
Mstep: Class 20 contains 41208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21477336.000000 Penalty: 10439.538086
Iteration 90Q: 18 clusters Score -2.147734e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2242 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 10631 members 
Mstep: Class 6 contains 68939 members 
Mstep: Class 7 contains 3155 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 307701 members 
Mstep: Class 10 contains 240829 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 15 contains 2074 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 15694 members 
Mstep: Class 18 contains 5506 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 41232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478112.000000 Penalty: 10439.538086
Iteration 91Q: 18 clusters Score -2.147811e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2243 members 
Mstep: Class 3 contains 3062 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 10620 members 
Mstep: Class 6 contains 66768 members 
Mstep: Class 7 contains 3148 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 310702 members 
Mstep: Class 10 contains 240504 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 15699 members 
Mstep: Class 18 contains 5499 members 
Mstep: Class 19 contains 10981 members 
Mstep: Class 20 contains 41261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478944.000000 Penalty: 10439.538086
Iteration 92Q: 18 clusters Score -2.147894e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2241 members 
Mstep: Class 3 contains 3129 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 10618 members 
Mstep: Class 6 contains 64578 members 
Mstep: Class 7 contains 3147 members 
Mstep: Class 8 contains 2326 members 
Mstep: Class 9 contains 313726 members 
Mstep: Class 10 contains 240115 members 
Mstep: Class 12 contains 1315 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 15702 members 
Mstep: Class 18 contains 5492 members 
Mstep: Class 19 contains 10960 members 
Mstep: Class 20 contains 41293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21479618.000000 Penalty: 10439.538086
Iteration 93Q: 18 clusters Score -2.147962e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 3186 members 
Mstep: Class 4 contains 496 members 
Mstep: Class 5 contains 10608 members 
Mstep: Class 6 contains 62333 members 
Mstep: Class 7 contains 3140 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 316782 members 
Mstep: Class 10 contains 239708 members 
Mstep: Class 12 contains 983 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 15700 members 
Mstep: Class 18 contains 5491 members 
Mstep: Class 19 contains 10940 members 
Mstep: Class 20 contains 41312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21480300.000000 Penalty: 10439.538086
Iteration 94Q: 18 clusters Score -2.14803e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2240 members 
Mstep: Class 3 contains 3241 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 10599 members 
Mstep: Class 6 contains 60057 members 
Mstep: Class 7 contains 3121 members 
Mstep: Class 8 contains 2323 members 
Mstep: Class 9 contains 319868 members 
Mstep: Class 10 contains 239253 members 
Mstep: Class 12 contains 731 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 15696 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 10926 members 
Mstep: Class 20 contains 41332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 500.784698 but Gain 614.089844
Score: -21481224.000000 Penalty: 9825.448242
Iteration 95Q: 17 clusters Score -2.148122e+07 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2234 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 10578 members 
Mstep: Class 6 contains 57810 members 
Mstep: Class 7 contains 3093 members 
Mstep: Class 8 contains 2322 members 
Mstep: Class 9 contains 323369 members 
Mstep: Class 10 contains 238831 members 
Mstep: Class 15 contains 2044 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 10913 members 
Mstep: Class 20 contains 41360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21482740.000000 Penalty: 9825.448242
Iteration 96Q: 17 clusters Score -2.148274e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2230 members 
Mstep: Class 3 contains 3356 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 10552 members 
Mstep: Class 6 contains 55516 members 
Mstep: Class 7 contains 3068 members 
Mstep: Class 8 contains 2317 members 
Mstep: Class 9 contains 326347 members 
Mstep: Class 10 contains 238314 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 8545 members 
Mstep: Class 17 contains 15684 members 
Mstep: Class 18 contains 5478 members 
Mstep: Class 19 contains 10898 members 
Mstep: Class 20 contains 41380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21483418.000000 Penalty: 9825.448242
Iteration 97Q: 17 clusters Score -2.148342e+07 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 498 members 
Mstep: Class 5 contains 10521 members 
Mstep: Class 6 contains 53330 members 
Mstep: Class 7 contains 3054 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 329164 members 
Mstep: Class 10 contains 237784 members 
Mstep: Class 15 contains 2027 members 
Mstep: Class 16 contains 8507 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 10875 members 
Mstep: Class 20 contains 41405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 558.392639 but Gain 614.090820
Score: -21484274.000000 Penalty: 9211.357422
Iteration 98Q: 16 clusters Score -2.148427e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 3478 members 
Mstep: Class 4 contains 497 members 
Mstep: Class 5 contains 10506 members 
Mstep: Class 6 contains 51212 members 
Mstep: Class 7 contains 3029 members 
Mstep: Class 8 contains 2304 members 
Mstep: Class 9 contains 332329 members 
Mstep: Class 10 contains 237331 members 
Mstep: Class 15 contains 2023 members 
Mstep: Class 16 contains 8471 members 
Mstep: Class 17 contains 15687 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 10845 members 
Mstep: Class 20 contains 41424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485466.000000 Penalty: 9211.357422
Iteration 99Q: 16 clusters Score -2.148547e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2229 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 10491 members 
Mstep: Class 6 contains 49098 members 
Mstep: Class 7 contains 3000 members 
Mstep: Class 8 contains 2300 members 
Mstep: Class 9 contains 335102 members 
Mstep: Class 10 contains 236703 members 
Mstep: Class 15 contains 2018 members 
Mstep: Class 16 contains 8434 members 
Mstep: Class 17 contains 15694 members 
Mstep: Class 18 contains 5475 members 
Mstep: Class 19 contains 10815 members 
Mstep: Class 20 contains 41449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486218.000000 Penalty: 9211.357422
Iteration 100F: 16 clusters Score -2.148622e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 3612 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 10465 members 
Mstep: Class 6 contains 46977 members 
Mstep: Class 7 contains 2942 members 
Mstep: Class 8 contains 2293 members 
Mstep: Class 9 contains 337875 members 
Mstep: Class 10 contains 236112 members 
Mstep: Class 15 contains 2015 members 
Mstep: Class 16 contains 8390 members 
Mstep: Class 17 contains 15706 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 10780 members 
Mstep: Class 20 contains 41480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487004.000000 Penalty: 9211.357422
Iteration 101Q: 16 clusters Score -2.1487e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 3693 members 
Mstep: Class 4 contains 494 members 
Mstep: Class 5 contains 10439 members 
Mstep: Class 6 contains 44954 members 
Mstep: Class 7 contains 2866 members 
Mstep: Class 8 contains 2290 members 
Mstep: Class 9 contains 340530 members 
Mstep: Class 10 contains 235511 members 
Mstep: Class 15 contains 2008 members 
Mstep: Class 16 contains 8374 members 
Mstep: Class 17 contains 15724 members 
Mstep: Class 18 contains 5468 members 
Mstep: Class 19 contains 10759 members 
Mstep: Class 20 contains 41506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487790.000000 Penalty: 9211.357422
Iteration 102Q: 16 clusters Score -2.148779e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2225 members 
Mstep: Class 3 contains 3774 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 2805 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 343110 members 
Mstep: Class 10 contains 234931 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 8332 members 
Mstep: Class 17 contains 15744 members 
Mstep: Class 18 contains 5465 members 
Mstep: Class 19 contains 10742 members 
Mstep: Class 20 contains 41537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488576.000000 Penalty: 9211.357422
Iteration 103Q: 16 clusters Score -2.148858e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2226 members 
Mstep: Class 3 contains 3855 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 10393 members 
Mstep: Class 6 contains 41088 members 
Mstep: Class 7 contains 2740 members 
Mstep: Class 8 contains 2277 members 
Mstep: Class 9 contains 345562 members 
Mstep: Class 10 contains 234421 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 8303 members 
Mstep: Class 17 contains 15746 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 10714 members 
Mstep: Class 20 contains 41570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489282.000000 Penalty: 9211.357422
Iteration 104Q: 16 clusters Score -2.148928e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 10370 members 
Mstep: Class 6 contains 39326 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 2268 members 
Mstep: Class 9 contains 347859 members 
Mstep: Class 10 contains 233989 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 8220 members 
Mstep: Class 17 contains 15752 members 
Mstep: Class 18 contains 5461 members 
Mstep: Class 19 contains 10684 members 
Mstep: Class 20 contains 41600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490006.000000 Penalty: 9211.357422
Iteration 105Q: 16 clusters Score -2.149001e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2224 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 10346 members 
Mstep: Class 6 contains 37657 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 2261 members 
Mstep: Class 9 contains 350027 members 
Mstep: Class 10 contains 233625 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 15761 members 
Mstep: Class 18 contains 5460 members 
Mstep: Class 19 contains 10662 members 
Mstep: Class 20 contains 41629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490910.000000 Penalty: 9211.357422
Iteration 106Q: 16 clusters Score -2.149091e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2223 members 
Mstep: Class 3 contains 4047 members 
Mstep: Class 4 contains 481 members 
Mstep: Class 5 contains 10324 members 
Mstep: Class 6 contains 36155 members 
Mstep: Class 7 contains 2582 members 
Mstep: Class 8 contains 2253 members 
Mstep: Class 9 contains 351982 members 
Mstep: Class 10 contains 233317 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 7982 members 
Mstep: Class 17 contains 15774 members 
Mstep: Class 18 contains 5460 members 
Mstep: Class 19 contains 10627 members 
Mstep: Class 20 contains 41657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491504.000000 Penalty: 9211.357422
Iteration 107Q: 16 clusters Score -2.14915e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2221 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 10313 members 
Mstep: Class 6 contains 34797 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 353729 members 
Mstep: Class 10 contains 233044 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 7883 members 
Mstep: Class 17 contains 15788 members 
Mstep: Class 18 contains 5457 members 
Mstep: Class 19 contains 10601 members 
Mstep: Class 20 contains 41700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492082.000000 Penalty: 9211.357422
Iteration 108Q: 16 clusters Score -2.149208e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2218 members 
Mstep: Class 3 contains 4123 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 10308 members 
Mstep: Class 6 contains 33577 members 
Mstep: Class 7 contains 2470 members 
Mstep: Class 8 contains 2236 members 
Mstep: Class 9 contains 355330 members 
Mstep: Class 10 contains 232824 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 7739 members 
Mstep: Class 17 contains 15802 members 
Mstep: Class 18 contains 5454 members 
Mstep: Class 19 contains 10579 members 
Mstep: Class 20 contains 41753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492334.000000 Penalty: 9211.357422
Iteration 109Q: 16 clusters Score -2.149233e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2217 members 
Mstep: Class 3 contains 4140 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 10300 members 
Mstep: Class 6 contains 32514 members 
Mstep: Class 7 contains 2430 members 
Mstep: Class 8 contains 2224 members 
Mstep: Class 9 contains 356708 members 
Mstep: Class 10 contains 232685 members 
Mstep: Class 15 contains 1935 members 
Mstep: Class 16 contains 7580 members 
Mstep: Class 17 contains 15815 members 
Mstep: Class 18 contains 5449 members 
Mstep: Class 19 contains 10561 members 
Mstep: Class 20 contains 41808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492660.000000 Penalty: 9211.357422
Iteration 110Q: 16 clusters Score -2.149266e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2216 members 
Mstep: Class 3 contains 4155 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 10290 members 
Mstep: Class 6 contains 31561 members 
Mstep: Class 7 contains 2396 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 357939 members 
Mstep: Class 10 contains 232606 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 7400 members 
Mstep: Class 17 contains 15826 members 
Mstep: Class 18 contains 5445 members 
Mstep: Class 19 contains 10544 members 
Mstep: Class 20 contains 41855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492852.000000 Penalty: 9211.357422
Iteration 111Q: 16 clusters Score -2.149285e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 30827 members 
Mstep: Class 7 contains 2355 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 358928 members 
Mstep: Class 10 contains 232560 members 
Mstep: Class 15 contains 1905 members 
Mstep: Class 16 contains 7230 members 
Mstep: Class 17 contains 15833 members 
Mstep: Class 18 contains 5440 members 
Mstep: Class 19 contains 10521 members 
Mstep: Class 20 contains 41889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493018.000000 Penalty: 9211.357422
Iteration 112Q: 16 clusters Score -2.149302e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2211 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 10281 members 
Mstep: Class 6 contains 30145 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 9 contains 359846 members 
Mstep: Class 10 contains 232521 members 
Mstep: Class 15 contains 1898 members 
Mstep: Class 16 contains 7068 members 
Mstep: Class 17 contains 15837 members 
Mstep: Class 18 contains 5436 members 
Mstep: Class 19 contains 10502 members 
Mstep: Class 20 contains 41925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493168.000000 Penalty: 9211.357422
Iteration 113Q: 16 clusters Score -2.149317e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2209 members 
Mstep: Class 3 contains 4178 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 10273 members 
Mstep: Class 6 contains 29552 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 360658 members 
Mstep: Class 10 contains 232512 members 
Mstep: Class 15 contains 1883 members 
Mstep: Class 16 contains 6916 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 5431 members 
Mstep: Class 19 contains 10483 members 
Mstep: Class 20 contains 41956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493174.000000 Penalty: 9211.357422
Iteration 114Q: 16 clusters Score -2.149317e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 4176 members 
Mstep: Class 4 contains 467 members 
Mstep: Class 5 contains 10277 members 
Mstep: Class 6 contains 29028 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 361362 members 
Mstep: Class 10 contains 232483 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 6785 members 
Mstep: Class 17 contains 15842 members 
Mstep: Class 18 contains 5422 members 
Mstep: Class 19 contains 10471 members 
Mstep: Class 20 contains 41987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493236.000000 Penalty: 9211.357422
Iteration 115Q: 16 clusters Score -2.149324e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2207 members 
Mstep: Class 3 contains 4173 members 
Mstep: Class 4 contains 463 members 
Mstep: Class 5 contains 10282 members 
Mstep: Class 6 contains 28583 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 361977 members 
Mstep: Class 10 contains 232454 members 
Mstep: Class 15 contains 1872 members 
Mstep: Class 16 contains 6661 members 
Mstep: Class 17 contains 15843 members 
Mstep: Class 18 contains 5417 members 
Mstep: Class 19 contains 10458 members 
Mstep: Class 20 contains 42014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493372.000000 Penalty: 9211.357422
Iteration 116Q: 16 clusters Score -2.149337e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 4172 members 
Mstep: Class 4 contains 460 members 
Mstep: Class 5 contains 10288 members 
Mstep: Class 6 contains 28200 members 
Mstep: Class 7 contains 2232 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 362491 members 
Mstep: Class 10 contains 232434 members 
Mstep: Class 15 contains 1870 members 
Mstep: Class 16 contains 6565 members 
Mstep: Class 17 contains 15844 members 
Mstep: Class 18 contains 5412 members 
Mstep: Class 19 contains 10443 members 
Mstep: Class 20 contains 42033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493336.000000 Penalty: 9211.357422
Iteration 117Q: 16 clusters Score -2.149334e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 4164 members 
Mstep: Class 4 contains 457 members 
Mstep: Class 5 contains 10291 members 
Mstep: Class 6 contains 27841 members 
Mstep: Class 7 contains 2221 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 362974 members 
Mstep: Class 10 contains 232417 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 6476 members 
Mstep: Class 17 contains 15844 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 10430 members 
Mstep: Class 20 contains 42056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493412.000000 Penalty: 9211.357422
Iteration 118Q: 16 clusters Score -2.149341e+07 nChanged 611
Entering ConstructFrom: 
Score: -21493412.000000 Penalty: 9211.357422
Entering ConstructFrom: 
Trying to split cluster 2 (2208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Entering Unmasked Estep 
Score: -73499.210938 Penalty: 350.342834
	Iteration 0F: 2 clusters Score -73499.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -71938.687500 Penalty: 700.685669
	Iteration 0F: 3 clusters Score -71938.69 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -72457.390625 Penalty: 700.685669
	Iteration 1F: 3 clusters Score -72457.39 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -72550.398438 Penalty: 700.685669
	Iteration 2F: 3 clusters Score -72550.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -72611.140625 Penalty: 700.685669
	Iteration 3F: 3 clusters Score -72611.14 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -72657.765625 Penalty: 700.685669
	Iteration 4Q: 3 clusters Score -72657.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -72702.578125 Penalty: 700.685669
	Iteration 5Q: 3 clusters Score -72702.58 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -72746.640625 Penalty: 700.685669
	Iteration 6Q: 3 clusters Score -72746.64 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -72792.492188 Penalty: 700.685669
	Iteration 7Q: 3 clusters Score -72792.49 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -72846.882812 Penalty: 700.685669
	Iteration 8Q: 3 clusters Score -72846.88 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -72915.250000 Penalty: 700.685669
	Iteration 9Q: 3 clusters Score -72915.25 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -72981.117188 Penalty: 700.685669
	Iteration 10Q: 3 clusters Score -72981.12 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -73026.437500 Penalty: 700.685669
	Iteration 11Q: 3 clusters Score -73026.44 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -73051.960938 Penalty: 700.685669
	Iteration 12Q: 3 clusters Score -73051.96 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -73063.140625 Penalty: 700.685669
	Iteration 13Q: 3 clusters Score -73063.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -73073.664062 Penalty: 700.685669
	Iteration 14Q: 3 clusters Score -73073.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -73079.632812 Penalty: 700.685669
	Iteration 15Q: 3 clusters Score -73079.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -73084.585938 Penalty: 700.685669
	Iteration 16Q: 3 clusters Score -73084.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -73088.226562 Penalty: 700.685669
	Iteration 17Q: 3 clusters Score -73088.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -73092.046875 Penalty: 700.685669
	Iteration 18Q: 3 clusters Score -73092.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73094.835938 Penalty: 700.685669
	Iteration 19Q: 3 clusters Score -73094.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73095.765625 Penalty: 700.685669
	Iteration 20F: 3 clusters Score -73095.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73096.007812 Penalty: 700.685669
	Iteration 21Q: 3 clusters Score -73096.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73096.007812 Penalty: 700.685669
	Iteration 22F: 3 clusters Score -73096.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Entering Unmasked Estep 
Score: -138206.984375 Penalty: 379.130981
	Iteration 0F: 2 clusters Score -138207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -135368.171875 Penalty: 758.261963
	Iteration 0F: 3 clusters Score -135368.2 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -136293.906250 Penalty: 758.261963
	Iteration 1F: 3 clusters Score -136293.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -136365.640625 Penalty: 758.261963
	Iteration 2F: 3 clusters Score -136365.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -136434.343750 Penalty: 758.261963
	Iteration 3Q: 3 clusters Score -136434.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -136515.375000 Penalty: 758.261963
	Iteration 4Q: 3 clusters Score -136515.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -136620.875000 Penalty: 758.261963
	Iteration 5Q: 3 clusters Score -136620.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -136766.750000 Penalty: 758.261963
	Iteration 6Q: 3 clusters Score -136766.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -136945.375000 Penalty: 758.261963
	Iteration 7Q: 3 clusters Score -136945.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -137115.000000 Penalty: 758.261963
	Iteration 8F: 3 clusters Score -137115 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -137271.953125 Penalty: 758.261963
	Iteration 9F: 3 clusters Score -137272 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -137428.093750 Penalty: 758.261963
	Iteration 10Q: 3 clusters Score -137428.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -137545.296875 Penalty: 758.261963
	Iteration 11Q: 3 clusters Score -137545.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -137617.156250 Penalty: 758.261963
	Iteration 12Q: 3 clusters Score -137617.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -137673.453125 Penalty: 758.261963
	Iteration 13Q: 3 clusters Score -137673.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -137719.937500 Penalty: 758.261963
	Iteration 14Q: 3 clusters Score -137719.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -137752.921875 Penalty: 758.261963
	Iteration 15Q: 3 clusters Score -137752.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -137777.765625 Penalty: 758.261963
	Iteration 16Q: 3 clusters Score -137777.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -137798.765625 Penalty: 758.261963
	Iteration 17Q: 3 clusters Score -137798.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -137817.750000 Penalty: 758.261963
	Iteration 18Q: 3 clusters Score -137817.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -137827.609375 Penalty: 758.261963
	Iteration 19Q: 3 clusters Score -137827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -137838.875000 Penalty: 758.261963
	Iteration 20F: 3 clusters Score -137838.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -137854.062500 Penalty: 758.261963
	Iteration 21Q: 3 clusters Score -137854.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -137865.046875 Penalty: 758.261963
	Iteration 22Q: 3 clusters Score -137865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -137876.718750 Penalty: 758.261963
	Iteration 23Q: 3 clusters Score -137876.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -137885.828125 Penalty: 758.261963
	Iteration 24Q: 3 clusters Score -137885.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -137896.234375 Penalty: 758.261963
	Iteration 25Q: 3 clusters Score -137896.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -137901.046875 Penalty: 758.261963
	Iteration 26Q: 3 clusters Score -137901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -137904.531250 Penalty: 758.261963
	Iteration 27Q: 3 clusters Score -137904.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -137905.968750 Penalty: 758.261963
	Iteration 28Q: 3 clusters Score -137906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -137907.437500 Penalty: 758.261963
	Iteration 29Q: 3 clusters Score -137907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -137908.359375 Penalty: 758.261963
	Iteration 30Q: 3 clusters Score -137908.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -137909.500000 Penalty: 758.261963
	Iteration 31Q: 3 clusters Score -137909.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -137910.062500 Penalty: 758.261963
	Iteration 32Q: 3 clusters Score -137910.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -137910.062500 Penalty: 758.261963
	Iteration 33F: 3 clusters Score -137910.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -10674.106445 Penalty: 278.473541
	Iteration 0F: 2 clusters Score -10674.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10243.877930 Penalty: 556.947083
	Iteration 0F: 3 clusters Score -10243.88 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -10368.931641 Penalty: 556.947083
	Iteration 1F: 3 clusters Score -10368.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -10413.506836 Penalty: 556.947083
	Iteration 2F: 3 clusters Score -10413.51 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -10454.500977 Penalty: 556.947083
	Iteration 3F: 3 clusters Score -10454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -10485.034180 Penalty: 556.947083
	Iteration 4F: 3 clusters Score -10485.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10497.364258 Penalty: 556.947083
	Iteration 5Q: 3 clusters Score -10497.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10501.401367 Penalty: 556.947083
	Iteration 6Q: 3 clusters Score -10501.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -10506.799805 Penalty: 556.947083
	Iteration 7Q: 3 clusters Score -10506.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10515.111328 Penalty: 556.947083
	Iteration 8Q: 3 clusters Score -10515.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10525.118164 Penalty: 556.947083
	Iteration 9Q: 3 clusters Score -10525.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -10527.960938 Penalty: 556.947083
	Iteration 10Q: 3 clusters Score -10527.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -10528.987305 Penalty: 556.947083
	Iteration 11Q: 3 clusters Score -10528.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10533.677734 Penalty: 556.947083
	Iteration 12Q: 3 clusters Score -10533.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -10536.246094 Penalty: 556.947083
	Iteration 13Q: 3 clusters Score -10536.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -10537.008789 Penalty: 556.947083
	Iteration 14Q: 3 clusters Score -10537.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10537.339844 Penalty: 556.947083
	Iteration 15Q: 3 clusters Score -10537.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10537.339844 Penalty: 556.947083
	Iteration 16F: 3 clusters Score -10537.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -304568.156250 Penalty: 420.384491
	Iteration 0F: 2 clusters Score -304568.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -297693.968750 Penalty: 840.768982
	Iteration 0F: 3 clusters Score -297694 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -300489.875000 Penalty: 840.768982
	Iteration 1F: 3 clusters Score -300489.9 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -300815.406250 Penalty: 840.768982
	Iteration 2F: 3 clusters Score -300815.4 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -301361.750000 Penalty: 840.768982
	Iteration 3F: 3 clusters Score -301361.8 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -302147.906250 Penalty: 840.768982
	Iteration 4F: 3 clusters Score -302147.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -302857.343750 Penalty: 840.768982
	Iteration 5F: 3 clusters Score -302857.3 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -303198.312500 Penalty: 840.768982
	Iteration 6F: 3 clusters Score -303198.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -303381.281250 Penalty: 840.768982
	Iteration 7Q: 3 clusters Score -303381.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -303511.687500 Penalty: 840.768982
	Iteration 8Q: 3 clusters Score -303511.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -303652.625000 Penalty: 840.768982
	Iteration 9Q: 3 clusters Score -303652.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -303778.531250 Penalty: 840.768982
	Iteration 10Q: 3 clusters Score -303778.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -303883.468750 Penalty: 840.768982
	Iteration 11Q: 3 clusters Score -303883.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -303963.750000 Penalty: 840.768982
	Iteration 12Q: 3 clusters Score -303963.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -304026.781250 Penalty: 840.768982
	Iteration 13Q: 3 clusters Score -304026.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -304071.156250 Penalty: 840.768982
	Iteration 14Q: 3 clusters Score -304071.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -304099.625000 Penalty: 840.768982
	Iteration 15Q: 3 clusters Score -304099.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -304120.500000 Penalty: 840.768982
	Iteration 16Q: 3 clusters Score -304120.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -304131.343750 Penalty: 840.768982
	Iteration 17Q: 3 clusters Score -304131.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -304138.218750 Penalty: 840.768982
	Iteration 18Q: 3 clusters Score -304138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -304146.750000 Penalty: 840.768982
	Iteration 19Q: 3 clusters Score -304146.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -304150.843750 Penalty: 840.768982
	Iteration 20F: 3 clusters Score -304150.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -304154.125000 Penalty: 840.768982
	Iteration 21Q: 3 clusters Score -304154.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -304154.250000 Penalty: 840.768982
	Iteration 22Q: 3 clusters Score -304154.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -304155.375000 Penalty: 840.768982
	Iteration 23Q: 3 clusters Score -304155.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -304156.687500 Penalty: 840.768982
	Iteration 24Q: 3 clusters Score -304156.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -304157.562500 Penalty: 840.768982
	Iteration 25Q: 3 clusters Score -304157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -304157.531250 Penalty: 840.768982
	Iteration 26Q: 3 clusters Score -304157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -304158.093750 Penalty: 840.768982
	Iteration 27Q: 3 clusters Score -304158.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -304158.500000 Penalty: 840.768982
	Iteration 28Q: 3 clusters Score -304158.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -304158.281250 Penalty: 840.768982
	Iteration 29Q: 3 clusters Score -304158.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -304158.281250 Penalty: 840.768982
	Iteration 30Q: 3 clusters Score -304158.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -304158.906250 Penalty: 840.768982
	Iteration 31Q: 3 clusters Score -304158.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -304158.781250 Penalty: 840.768982
	Iteration 32Q: 3 clusters Score -304158.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -304158.562500 Penalty: 840.768982
	Iteration 33Q: 3 clusters Score -304158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -304158.562500 Penalty: 840.768982
	Iteration 34F: 3 clusters Score -304158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (27517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Entering Unmasked Estep 
Score: -877266.437500 Penalty: 465.126434
	Iteration 0F: 2 clusters Score -877266.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -858874.437500 Penalty: 930.252869
	Iteration 0F: 3 clusters Score -858874.4 nChanged 13207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -866450.500000 Penalty: 930.252869
	Iteration 1F: 3 clusters Score -866450.5 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -866745.312500 Penalty: 930.252869
	Iteration 2Q: 3 clusters Score -866745.3 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -867051.250000 Penalty: 930.252869
	Iteration 3Q: 3 clusters Score -867051.2 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -867421.000000 Penalty: 930.252869
	Iteration 4Q: 3 clusters Score -867421 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -867907.500000 Penalty: 930.252869
	Iteration 5Q: 3 clusters Score -867907.5 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -868594.750000 Penalty: 930.252869
	Iteration 6Q: 3 clusters Score -868594.8 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -869531.750000 Penalty: 930.252869
	Iteration 7F: 3 clusters Score -869531.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -870820.687500 Penalty: 930.252869
	Iteration 8F: 3 clusters Score -870820.7 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -872289.937500 Penalty: 930.252869
	Iteration 9F: 3 clusters Score -872289.9 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -873701.437500 Penalty: 930.252869
	Iteration 10F: 3 clusters Score -873701.4 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -874814.875000 Penalty: 930.252869
	Iteration 11Q: 3 clusters Score -874814.9 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -875516.062500 Penalty: 930.252869
	Iteration 12Q: 3 clusters Score -875516.1 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -875955.875000 Penalty: 930.252869
	Iteration 13Q: 3 clusters Score -875955.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -876235.437500 Penalty: 930.252869
	Iteration 14Q: 3 clusters Score -876235.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -876419.500000 Penalty: 930.252869
	Iteration 15Q: 3 clusters Score -876419.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26443 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -876540.250000 Penalty: 930.252869
	Iteration 16Q: 3 clusters Score -876540.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -876624.250000 Penalty: 930.252869
	Iteration 17Q: 3 clusters Score -876624.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -876690.687500 Penalty: 930.252869
	Iteration 18Q: 3 clusters Score -876690.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26829 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -876754.875000 Penalty: 930.252869
	Iteration 19Q: 3 clusters Score -876754.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -876796.250000 Penalty: 930.252869
	Iteration 20F: 3 clusters Score -876796.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -876832.875000 Penalty: 930.252869
	Iteration 21Q: 3 clusters Score -876832.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -876854.687500 Penalty: 930.252869
	Iteration 22Q: 3 clusters Score -876854.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -876874.750000 Penalty: 930.252869
	Iteration 23Q: 3 clusters Score -876874.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27040 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -876885.250000 Penalty: 930.252869
	Iteration 24Q: 3 clusters Score -876885.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -876892.625000 Penalty: 930.252869
	Iteration 25Q: 3 clusters Score -876892.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -876897.312500 Penalty: 930.252869
	Iteration 26Q: 3 clusters Score -876897.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -876905.687500 Penalty: 930.252869
	Iteration 27Q: 3 clusters Score -876905.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -876911.062500 Penalty: 930.252869
	Iteration 28Q: 3 clusters Score -876911.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -876919.437500 Penalty: 930.252869
	Iteration 29Q: 3 clusters Score -876919.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -876927.687500 Penalty: 930.252869
	Iteration 30Q: 3 clusters Score -876927.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -876931.875000 Penalty: 930.252869
	Iteration 31Q: 3 clusters Score -876931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -876935.312500 Penalty: 930.252869
	Iteration 32Q: 3 clusters Score -876935.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -876936.875000 Penalty: 930.252869
	Iteration 33Q: 3 clusters Score -876936.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -876937.187500 Penalty: 930.252869
	Iteration 34Q: 3 clusters Score -876937.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -876939.687500 Penalty: 930.252869
	Iteration 35Q: 3 clusters Score -876939.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -876939.875000 Penalty: 930.252869
	Iteration 36Q: 3 clusters Score -876939.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -876944.437500 Penalty: 930.252869
	Iteration 37Q: 3 clusters Score -876944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -876947.500000 Penalty: 930.252869
	Iteration 38Q: 3 clusters Score -876947.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -876951.000000 Penalty: 930.252869
	Iteration 39Q: 3 clusters Score -876951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -876952.625000 Penalty: 930.252869
	Iteration 40F: 3 clusters Score -876952.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -876954.937500 Penalty: 930.252869
	Iteration 41Q: 3 clusters Score -876954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -876956.562500 Penalty: 930.252869
	Iteration 42Q: 3 clusters Score -876956.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -876959.500000 Penalty: 930.252869
	Iteration 43Q: 3 clusters Score -876959.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -876962.375000 Penalty: 930.252869
	Iteration 44Q: 3 clusters Score -876962.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -876962.250000 Penalty: 930.252869
	Iteration 45Q: 3 clusters Score -876962.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -876964.125000 Penalty: 930.252869
	Iteration 46Q: 3 clusters Score -876964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -876965.687500 Penalty: 930.252869
	Iteration 47Q: 3 clusters Score -876965.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -876969.437500 Penalty: 930.252869
	Iteration 48Q: 3 clusters Score -876969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -876968.625000 Penalty: 930.252869
	Iteration 49Q: 3 clusters Score -876968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -876968.625000 Penalty: 930.252869
	Iteration 50F: 3 clusters Score -876968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Entering Unmasked Estep 
Score: -60878.187500 Penalty: 350.301575
	Iteration 0F: 2 clusters Score -60878.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -59279.718750 Penalty: 700.603149
	Iteration 0F: 3 clusters Score -59279.72 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -59808.921875 Penalty: 700.603149
	Iteration 1F: 3 clusters Score -59808.92 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -59866.312500 Penalty: 700.603149
	Iteration 2F: 3 clusters Score -59866.31 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -59924.464844 Penalty: 700.603149
	Iteration 3Q: 3 clusters Score -59924.46 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -59978.707031 Penalty: 700.603149
	Iteration 4Q: 3 clusters Score -59978.71 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -60017.640625 Penalty: 700.603149
	Iteration 5Q: 3 clusters Score -60017.64 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -60068.164062 Penalty: 700.603149
	Iteration 6Q: 3 clusters Score -60068.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -60135.296875 Penalty: 700.603149
	Iteration 7Q: 3 clusters Score -60135.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -60229.664062 Penalty: 700.603149
	Iteration 8Q: 3 clusters Score -60229.66 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -60310.460938 Penalty: 700.603149
	Iteration 9Q: 3 clusters Score -60310.46 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -60384.050781 Penalty: 700.603149
	Iteration 10Q: 3 clusters Score -60384.05 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -60471.437500 Penalty: 700.603149
	Iteration 11Q: 3 clusters Score -60471.44 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60525.925781 Penalty: 700.603149
	Iteration 12Q: 3 clusters Score -60525.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -60568.386719 Penalty: 700.603149
	Iteration 13Q: 3 clusters Score -60568.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60597.109375 Penalty: 700.603149
	Iteration 14Q: 3 clusters Score -60597.11 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -60636.871094 Penalty: 700.603149
	Iteration 15Q: 3 clusters Score -60636.87 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -60677.003906 Penalty: 700.603149
	Iteration 16Q: 3 clusters Score -60677 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -60698.882812 Penalty: 700.603149
	Iteration 17Q: 3 clusters Score -60698.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -60713.136719 Penalty: 700.603149
	Iteration 18Q: 3 clusters Score -60713.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -60727.457031 Penalty: 700.603149
	Iteration 19Q: 3 clusters Score -60727.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -60735.812500 Penalty: 700.603149
	Iteration 20F: 3 clusters Score -60735.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60740.949219 Penalty: 700.603149
	Iteration 21Q: 3 clusters Score -60740.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60742.847656 Penalty: 700.603149
	Iteration 22Q: 3 clusters Score -60742.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60743.390625 Penalty: 700.603149
	Iteration 23Q: 3 clusters Score -60743.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -60744.328125 Penalty: 700.603149
	Iteration 24Q: 3 clusters Score -60744.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -60744.484375 Penalty: 700.603149
	Iteration 25Q: 3 clusters Score -60744.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -60744.546875 Penalty: 700.603149
	Iteration 26Q: 3 clusters Score -60744.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -60744.667969 Penalty: 700.603149
	Iteration 27Q: 3 clusters Score -60744.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -60744.667969 Penalty: 700.603149
	Iteration 28F: 3 clusters Score -60744.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -69015.265625 Penalty: 349.866394
	Iteration 0F: 2 clusters Score -69015.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -67472.937500 Penalty: 699.732788
	Iteration 0F: 3 clusters Score -67472.94 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -68054.000000 Penalty: 699.732788
	Iteration 1F: 3 clusters Score -68054 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -68220.671875 Penalty: 699.732788
	Iteration 2F: 3 clusters Score -68220.67 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -68363.828125 Penalty: 699.732788
	Iteration 3F: 3 clusters Score -68363.83 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -68473.515625 Penalty: 699.732788
	Iteration 4F: 3 clusters Score -68473.52 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -68569.742188 Penalty: 699.732788
	Iteration 5F: 3 clusters Score -68569.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -68642.304688 Penalty: 699.732788
	Iteration 6Q: 3 clusters Score -68642.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -68692.093750 Penalty: 699.732788
	Iteration 7Q: 3 clusters Score -68692.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -68742.164062 Penalty: 699.732788
	Iteration 8Q: 3 clusters Score -68742.16 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -68784.281250 Penalty: 699.732788
	Iteration 9Q: 3 clusters Score -68784.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -68805.687500 Penalty: 699.732788
	Iteration 10Q: 3 clusters Score -68805.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -68821.757812 Penalty: 699.732788
	Iteration 11Q: 3 clusters Score -68821.76 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -68831.460938 Penalty: 699.732788
	Iteration 12Q: 3 clusters Score -68831.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -68835.015625 Penalty: 699.732788
	Iteration 13Q: 3 clusters Score -68835.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -68836.867188 Penalty: 699.732788
	Iteration 14Q: 3 clusters Score -68836.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -68837.234375 Penalty: 699.732788
	Iteration 15Q: 3 clusters Score -68837.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -68837.632812 Penalty: 699.732788
	Iteration 16Q: 3 clusters Score -68837.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -68838.406250 Penalty: 699.732788
	Iteration 17Q: 3 clusters Score -68838.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -68838.406250 Penalty: 699.732788
	Iteration 18F: 3 clusters Score -68838.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (363432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363432 members 
Entering Unmasked Estep 
Score: -11466630.000000 Penalty: 582.552307
	Iteration 0F: 2 clusters Score -1.146663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182177 members 
Mstep: Class 2 contains 181255 members 
Entering Unmasked Estep 
Score: -11219182.000000 Penalty: 1165.104614
	Iteration 0F: 3 clusters Score -1.121918e+07 nChanged 179385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205408 members 
Mstep: Class 2 contains 158024 members 
Entering Unmasked Estep 
Score: -11333892.000000 Penalty: 1165.104614
	Iteration 1F: 3 clusters Score -1.133389e+07 nChanged 19888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219700 members 
Mstep: Class 2 contains 143732 members 
Entering Unmasked Estep 
Score: -11345375.000000 Penalty: 1165.104614
	Iteration 2F: 3 clusters Score -1.134538e+07 nChanged 24030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239104 members 
Mstep: Class 2 contains 124328 members 
Entering Unmasked Estep 
Score: -11363996.000000 Penalty: 1165.104614
	Iteration 3F: 3 clusters Score -1.1364e+07 nChanged 26119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261119 members 
Mstep: Class 2 contains 102313 members 
Entering Unmasked Estep 
Score: -11387850.000000 Penalty: 1165.104614
	Iteration 4F: 3 clusters Score -1.138785e+07 nChanged 23609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280514 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -11408321.000000 Penalty: 1165.104614
	Iteration 5F: 3 clusters Score -1.140832e+07 nChanged 18330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295310 members 
Mstep: Class 2 contains 68122 members 
Entering Unmasked Estep 
Score: -11421400.000000 Penalty: 1165.104614
	Iteration 6F: 3 clusters Score -1.14214e+07 nChanged 13734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307202 members 
Mstep: Class 2 contains 56230 members 
Entering Unmasked Estep 
Score: -11429801.000000 Penalty: 1165.104614
	Iteration 7Q: 3 clusters Score -1.14298e+07 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317819 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -11436733.000000 Penalty: 1165.104614
	Iteration 8Q: 3 clusters Score -1.143673e+07 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327341 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -11442774.000000 Penalty: 1165.104614
	Iteration 9Q: 3 clusters Score -1.144277e+07 nChanged 8631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335972 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -11448608.000000 Penalty: 1165.104614
	Iteration 10Q: 3 clusters Score -1.144861e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343389 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -11453981.000000 Penalty: 1165.104614
	Iteration 11Q: 3 clusters Score -1.145398e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349279 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -11458582.000000 Penalty: 1165.104614
	Iteration 12Q: 3 clusters Score -1.145858e+07 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353524 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -11461720.000000 Penalty: 1165.104614
	Iteration 13Q: 3 clusters Score -1.146172e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356454 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -11463882.000000 Penalty: 1165.104614
	Iteration 14Q: 3 clusters Score -1.146388e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358328 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -11465278.000000 Penalty: 1165.104614
	Iteration 15Q: 3 clusters Score -1.146528e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359417 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -11466007.000000 Penalty: 1165.104614
	Iteration 16Q: 3 clusters Score -1.146601e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360077 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -11466416.000000 Penalty: 1165.104614
	Iteration 17Q: 3 clusters Score -1.146642e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360486 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -11466601.000000 Penalty: 1165.104614
	Iteration 18Q: 3 clusters Score -1.14666e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360778 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -11466828.000000 Penalty: 1165.104614
	Iteration 19Q: 3 clusters Score -1.146683e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361005 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -11466939.000000 Penalty: 1165.104614
	Iteration 20F: 3 clusters Score -1.146694e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361155 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -11466996.000000 Penalty: 1165.104614
	Iteration 21Q: 3 clusters Score -1.1467e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361278 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -11467033.000000 Penalty: 1165.104614
	Iteration 22Q: 3 clusters Score -1.146703e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361359 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11467029.000000 Penalty: 1165.104614
	Iteration 23Q: 3 clusters Score -1.146703e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361412 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -11467028.000000 Penalty: 1165.104614
	Iteration 24Q: 3 clusters Score -1.146703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361448 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11467036.000000 Penalty: 1165.104614
	Iteration 25Q: 3 clusters Score -1.146704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361471 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11467054.000000 Penalty: 1165.104614
	Iteration 26Q: 3 clusters Score -1.146705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361491 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11467054.000000 Penalty: 1165.104614
	Iteration 27Q: 3 clusters Score -1.146705e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361512 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -11467060.000000 Penalty: 1165.104614
	Iteration 28Q: 3 clusters Score -1.146706e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361531 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11467045.000000 Penalty: 1165.104614
	Iteration 29Q: 3 clusters Score -1.146704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361541 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11467052.000000 Penalty: 1165.104614
	Iteration 30Q: 3 clusters Score -1.146705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361544 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11467047.000000 Penalty: 1165.104614
	Iteration 31Q: 3 clusters Score -1.146705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361547 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11467045.000000 Penalty: 1165.104614
	Iteration 32Q: 3 clusters Score -1.146704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361551 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11467045.000000 Penalty: 1165.104614
	Iteration 33Q: 3 clusters Score -1.146704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361556 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -11467039.000000 Penalty: 1165.104614
	Iteration 34Q: 3 clusters Score -1.146704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361560 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -11467041.000000 Penalty: 1165.104614
	Iteration 35Q: 3 clusters Score -1.146704e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361565 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -11467043.000000 Penalty: 1165.104614
	Iteration 36Q: 3 clusters Score -1.146704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361568 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -11467036.000000 Penalty: 1165.104614
	Iteration 37Q: 3 clusters Score -1.146704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361572 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11467043.000000 Penalty: 1165.104614
	Iteration 38Q: 3 clusters Score -1.146704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361573 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11467043.000000 Penalty: 1165.104614
	Iteration 39Q: 3 clusters Score -1.146704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361574 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11467043.000000 Penalty: 1165.104614
	Iteration 40F: 3 clusters Score -1.146704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361575 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -11467044.000000 Penalty: 1165.104614
	Iteration 41Q: 3 clusters Score -1.146704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361577 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -11467041.000000 Penalty: 1165.104614
	Iteration 42Q: 3 clusters Score -1.146704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361581 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -11467048.000000 Penalty: 1165.104614
	Iteration 43Q: 3 clusters Score -1.146705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361584 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -11467048.000000 Penalty: 1165.104614
	Iteration 44Q: 3 clusters Score -1.146705e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361589 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11467060.000000 Penalty: 1165.104614
	Iteration 45Q: 3 clusters Score -1.146706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361595 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -11467056.000000 Penalty: 1165.104614
	Iteration 46Q: 3 clusters Score -1.146706e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361600 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11467049.000000 Penalty: 1165.104614
	Iteration 47Q: 3 clusters Score -1.146705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361603 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -11467052.000000 Penalty: 1165.104614
	Iteration 48Q: 3 clusters Score -1.146705e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361606 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11467044.000000 Penalty: 1165.104614
	Iteration 49Q: 3 clusters Score -1.146704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361606 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -11467044.000000 Penalty: 1165.104614
	Iteration 50F: 3 clusters Score -1.146704e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 4157 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 10293 members 
Mstep: Class 6 contains 27517 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 361606 members 
Mstep: Class 10 contains 232393 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 15845 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 42072 members 
Entering Unmasked Estep 
Score: -21493770.000000 Penalty: 9825.448242
Splitting cluster 9 changes total score from -21493412.000000 to -21493770.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 10 (232393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232393 members 
Entering Unmasked Estep 
Score: -6906297.000000 Penalty: 562.206421
	Iteration 0F: 2 clusters Score -6906297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116406 members 
Mstep: Class 2 contains 115987 members 
Entering Unmasked Estep 
Score: -6747749.000000 Penalty: 1124.412842
	Iteration 0F: 3 clusters Score -6747749 nChanged 114578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119982 members 
Mstep: Class 2 contains 112411 members 
Entering Unmasked Estep 
Score: -6819255.500000 Penalty: 1124.412842
	Iteration 1F: 3 clusters Score -6819256 nChanged 9354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122312 members 
Mstep: Class 2 contains 110081 members 
Entering Unmasked Estep 
Score: -6822789.500000 Penalty: 1124.412842
	Iteration 2Q: 3 clusters Score -6822790 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125885 members 
Mstep: Class 2 contains 106508 members 
Entering Unmasked Estep 
Score: -6827517.000000 Penalty: 1124.412842
	Iteration 3Q: 3 clusters Score -6827517 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131182 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -6834197.000000 Penalty: 1124.412842
	Iteration 4F: 3 clusters Score -6834197 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138178 members 
Mstep: Class 2 contains 94215 members 
Entering Unmasked Estep 
Score: -6842791.500000 Penalty: 1124.412842
	Iteration 5F: 3 clusters Score -6842792 nChanged 14482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146114 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -6852773.000000 Penalty: 1124.412842
	Iteration 6F: 3 clusters Score -6852773 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153425 members 
Mstep: Class 2 contains 78968 members 
Entering Unmasked Estep 
Score: -6861883.500000 Penalty: 1124.412842
	Iteration 7F: 3 clusters Score -6861884 nChanged 11888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159401 members 
Mstep: Class 2 contains 72992 members 
Entering Unmasked Estep 
Score: -6868081.000000 Penalty: 1124.412842
	Iteration 8F: 3 clusters Score -6868081 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164151 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -6871285.500000 Penalty: 1124.412842
	Iteration 9Q: 3 clusters Score -6871286 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168608 members 
Mstep: Class 2 contains 63785 members 
Entering Unmasked Estep 
Score: -6873301.000000 Penalty: 1124.412842
	Iteration 10Q: 3 clusters Score -6873301 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173044 members 
Mstep: Class 2 contains 59349 members 
Entering Unmasked Estep 
Score: -6874940.000000 Penalty: 1124.412842
	Iteration 11Q: 3 clusters Score -6874940 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177647 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -6876526.000000 Penalty: 1124.412842
	Iteration 12Q: 3 clusters Score -6876526 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182398 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -6878419.000000 Penalty: 1124.412842
	Iteration 13Q: 3 clusters Score -6878419 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187319 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -6880414.000000 Penalty: 1124.412842
	Iteration 14Q: 3 clusters Score -6880414 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192269 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -6882693.500000 Penalty: 1124.412842
	Iteration 15Q: 3 clusters Score -6882694 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197164 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -6885055.500000 Penalty: 1124.412842
	Iteration 16Q: 3 clusters Score -6885056 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201966 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -6887497.500000 Penalty: 1124.412842
	Iteration 17Q: 3 clusters Score -6887498 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206610 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6890032.500000 Penalty: 1124.412842
	Iteration 18Q: 3 clusters Score -6890032 nChanged 4474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211084 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -6892555.500000 Penalty: 1124.412842
	Iteration 19Q: 3 clusters Score -6892556 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215221 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6895209.500000 Penalty: 1124.412842
	Iteration 20F: 3 clusters Score -6895210 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218876 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -6897594.500000 Penalty: 1124.412842
	Iteration 21Q: 3 clusters Score -6897594 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222004 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -6899767.500000 Penalty: 1124.412842
	Iteration 22Q: 3 clusters Score -6899768 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224579 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -6901579.000000 Penalty: 1124.412842
	Iteration 23Q: 3 clusters Score -6901579 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226580 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -6902980.000000 Penalty: 1124.412842
	Iteration 24Q: 3 clusters Score -6902980 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228065 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -6904012.500000 Penalty: 1124.412842
	Iteration 25Q: 3 clusters Score -6904012 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229053 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6904639.000000 Penalty: 1124.412842
	Iteration 26Q: 3 clusters Score -6904639 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229734 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6904993.000000 Penalty: 1124.412842
	Iteration 27Q: 3 clusters Score -6904993 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230234 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6905242.000000 Penalty: 1124.412842
	Iteration 28Q: 3 clusters Score -6905242 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230591 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6905408.500000 Penalty: 1124.412842
	Iteration 29Q: 3 clusters Score -6905408 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230850 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -6905532.500000 Penalty: 1124.412842
	Iteration 30Q: 3 clusters Score -6905532 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231016 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6905592.000000 Penalty: 1124.412842
	Iteration 31Q: 3 clusters Score -6905592 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231137 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -6905638.000000 Penalty: 1124.412842
	Iteration 32Q: 3 clusters Score -6905638 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231247 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6905680.000000 Penalty: 1124.412842
	Iteration 33Q: 3 clusters Score -6905680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231346 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -6905715.500000 Penalty: 1124.412842
	Iteration 34Q: 3 clusters Score -6905716 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231411 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6905727.000000 Penalty: 1124.412842
	Iteration 35Q: 3 clusters Score -6905727 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231458 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6905740.000000 Penalty: 1124.412842
	Iteration 36Q: 3 clusters Score -6905740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231499 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -6905755.500000 Penalty: 1124.412842
	Iteration 37Q: 3 clusters Score -6905756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231545 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6905768.000000 Penalty: 1124.412842
	Iteration 38Q: 3 clusters Score -6905768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231573 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6905779.000000 Penalty: 1124.412842
	Iteration 39Q: 3 clusters Score -6905779 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231611 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -6905811.500000 Penalty: 1124.412842
	Iteration 40F: 3 clusters Score -6905812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231649 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6905828.000000 Penalty: 1124.412842
	Iteration 41Q: 3 clusters Score -6905828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231680 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6905835.500000 Penalty: 1124.412842
	Iteration 42Q: 3 clusters Score -6905836 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231703 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6905840.500000 Penalty: 1124.412842
	Iteration 43Q: 3 clusters Score -6905840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231723 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6905850.000000 Penalty: 1124.412842
	Iteration 44Q: 3 clusters Score -6905850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231738 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -6905860.000000 Penalty: 1124.412842
	Iteration 45Q: 3 clusters Score -6905860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231752 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -6905861.000000 Penalty: 1124.412842
	Iteration 46Q: 3 clusters Score -6905861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231759 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -6905861.500000 Penalty: 1124.412842
	Iteration 47Q: 3 clusters Score -6905862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231769 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6905874.000000 Penalty: 1124.412842
	Iteration 48Q: 3 clusters Score -6905874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231774 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6905881.000000 Penalty: 1124.412842
	Iteration 49Q: 3 clusters Score -6905881 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231784 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6905876.500000 Penalty: 1124.412842
	Iteration 50Q: 3 clusters Score -6905876 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231795 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6905874.000000 Penalty: 1124.412842
	Iteration 51Q: 3 clusters Score -6905874 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231799 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -6905878.500000 Penalty: 1124.412842
	Iteration 52Q: 3 clusters Score -6905878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231801 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6905877.000000 Penalty: 1124.412842
	Iteration 53Q: 3 clusters Score -6905877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231807 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -6905882.500000 Penalty: 1124.412842
	Iteration 54Q: 3 clusters Score -6905882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6905880.000000 Penalty: 1124.412842
	Iteration 55Q: 3 clusters Score -6905880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231808 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6905880.000000 Penalty: 1124.412842
	Iteration 56F: 3 clusters Score -6905880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -61243.472656 Penalty: 342.685638
	Iteration 0F: 2 clusters Score -61243.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -59867.042969 Penalty: 685.371277
	Iteration 0F: 3 clusters Score -59867.04 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -60297.746094 Penalty: 685.371277
	Iteration 1F: 3 clusters Score -60297.75 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -60401.621094 Penalty: 685.371277
	Iteration 2F: 3 clusters Score -60401.62 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -60513.390625 Penalty: 685.371277
	Iteration 3F: 3 clusters Score -60513.39 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -60623.152344 Penalty: 685.371277
	Iteration 4F: 3 clusters Score -60623.15 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -60728.804688 Penalty: 685.371277
	Iteration 5F: 3 clusters Score -60728.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -60804.429688 Penalty: 685.371277
	Iteration 6F: 3 clusters Score -60804.43 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -60841.179688 Penalty: 685.371277
	Iteration 7Q: 3 clusters Score -60841.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -60864.824219 Penalty: 685.371277
	Iteration 8Q: 3 clusters Score -60864.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -60884.523438 Penalty: 685.371277
	Iteration 9Q: 3 clusters Score -60884.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -60906.050781 Penalty: 685.371277
	Iteration 10Q: 3 clusters Score -60906.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -60918.312500 Penalty: 685.371277
	Iteration 11Q: 3 clusters Score -60918.31 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -60928.425781 Penalty: 685.371277
	Iteration 12Q: 3 clusters Score -60928.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -60938.960938 Penalty: 685.371277
	Iteration 13Q: 3 clusters Score -60938.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -60946.113281 Penalty: 685.371277
	Iteration 14Q: 3 clusters Score -60946.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -60950.500000 Penalty: 685.371277
	Iteration 15Q: 3 clusters Score -60950.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -60955.132812 Penalty: 685.371277
	Iteration 16Q: 3 clusters Score -60955.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -60960.589844 Penalty: 685.371277
	Iteration 17Q: 3 clusters Score -60960.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -60968.507812 Penalty: 685.371277
	Iteration 18Q: 3 clusters Score -60968.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -60971.203125 Penalty: 685.371277
	Iteration 19Q: 3 clusters Score -60971.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -60972.640625 Penalty: 685.371277
	Iteration 20F: 3 clusters Score -60972.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -60973.695312 Penalty: 685.371277
	Iteration 21Q: 3 clusters Score -60973.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -60976.078125 Penalty: 685.371277
	Iteration 22Q: 3 clusters Score -60976.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -60979.058594 Penalty: 685.371277
	Iteration 23Q: 3 clusters Score -60979.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -60984.480469 Penalty: 685.371277
	Iteration 24Q: 3 clusters Score -60984.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -60987.703125 Penalty: 685.371277
	Iteration 25Q: 3 clusters Score -60987.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -60989.277344 Penalty: 685.371277
	Iteration 26Q: 3 clusters Score -60989.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -60990.066406 Penalty: 685.371277
	Iteration 27Q: 3 clusters Score -60990.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -60991.230469 Penalty: 685.371277
	Iteration 28Q: 3 clusters Score -60991.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -60992.117188 Penalty: 685.371277
	Iteration 29Q: 3 clusters Score -60992.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -60992.894531 Penalty: 685.371277
	Iteration 30Q: 3 clusters Score -60992.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -60993.246094 Penalty: 685.371277
	Iteration 31Q: 3 clusters Score -60993.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -60993.246094 Penalty: 685.371277
	Iteration 32F: 3 clusters Score -60993.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Entering Unmasked Estep 
Score: -219513.125000 Penalty: 398.664795
	Iteration 0F: 2 clusters Score -219513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -215192.812500 Penalty: 797.329590
	Iteration 0F: 3 clusters Score -215192.8 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -216966.078125 Penalty: 797.329590
	Iteration 1F: 3 clusters Score -216966.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -217167.921875 Penalty: 797.329590
	Iteration 2F: 3 clusters Score -217167.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -217443.125000 Penalty: 797.329590
	Iteration 3F: 3 clusters Score -217443.1 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -217825.812500 Penalty: 797.329590
	Iteration 4F: 3 clusters Score -217825.8 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -218294.875000 Penalty: 797.329590
	Iteration 5F: 3 clusters Score -218294.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -218595.593750 Penalty: 797.329590
	Iteration 6F: 3 clusters Score -218595.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -218733.046875 Penalty: 797.329590
	Iteration 7Q: 3 clusters Score -218733 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -218811.890625 Penalty: 797.329590
	Iteration 8Q: 3 clusters Score -218811.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -218873.765625 Penalty: 797.329590
	Iteration 9Q: 3 clusters Score -218873.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -218918.375000 Penalty: 797.329590
	Iteration 10Q: 3 clusters Score -218918.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -218943.937500 Penalty: 797.329590
	Iteration 11Q: 3 clusters Score -218943.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -218974.671875 Penalty: 797.329590
	Iteration 12Q: 3 clusters Score -218974.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -219003.578125 Penalty: 797.329590
	Iteration 13Q: 3 clusters Score -219003.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -219031.687500 Penalty: 797.329590
	Iteration 14Q: 3 clusters Score -219031.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -219055.406250 Penalty: 797.329590
	Iteration 15Q: 3 clusters Score -219055.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -219073.093750 Penalty: 797.329590
	Iteration 16Q: 3 clusters Score -219073.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -219083.906250 Penalty: 797.329590
	Iteration 17Q: 3 clusters Score -219083.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -219086.953125 Penalty: 797.329590
	Iteration 18Q: 3 clusters Score -219087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -219091.343750 Penalty: 797.329590
	Iteration 19Q: 3 clusters Score -219091.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -219093.593750 Penalty: 797.329590
	Iteration 20F: 3 clusters Score -219093.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -219097.531250 Penalty: 797.329590
	Iteration 21Q: 3 clusters Score -219097.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -219099.828125 Penalty: 797.329590
	Iteration 22Q: 3 clusters Score -219099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -219101.546875 Penalty: 797.329590
	Iteration 23Q: 3 clusters Score -219101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -219104.671875 Penalty: 797.329590
	Iteration 24Q: 3 clusters Score -219104.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -219106.921875 Penalty: 797.329590
	Iteration 25Q: 3 clusters Score -219106.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -219111.140625 Penalty: 797.329590
	Iteration 26Q: 3 clusters Score -219111.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -219115.171875 Penalty: 797.329590
	Iteration 27Q: 3 clusters Score -219115.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -219119.406250 Penalty: 797.329590
	Iteration 28Q: 3 clusters Score -219119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -219122.437500 Penalty: 797.329590
	Iteration 29Q: 3 clusters Score -219122.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -219123.765625 Penalty: 797.329590
	Iteration 30Q: 3 clusters Score -219123.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -219125.593750 Penalty: 797.329590
	Iteration 31Q: 3 clusters Score -219125.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -219127.765625 Penalty: 797.329590
	Iteration 32Q: 3 clusters Score -219127.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -219129.890625 Penalty: 797.329590
	Iteration 33Q: 3 clusters Score -219129.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -219131.078125 Penalty: 797.329590
	Iteration 34Q: 3 clusters Score -219131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -219133.328125 Penalty: 797.329590
	Iteration 35Q: 3 clusters Score -219133.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -219134.687500 Penalty: 797.329590
	Iteration 36Q: 3 clusters Score -219134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -219136.203125 Penalty: 797.329590
	Iteration 37Q: 3 clusters Score -219136.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -219137.140625 Penalty: 797.329590
	Iteration 38Q: 3 clusters Score -219137.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -219138.062500 Penalty: 797.329590
	Iteration 39Q: 3 clusters Score -219138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -219138.843750 Penalty: 797.329590
	Iteration 40F: 3 clusters Score -219138.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -219140.296875 Penalty: 797.329590
	Iteration 41Q: 3 clusters Score -219140.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -219141.062500 Penalty: 797.329590
	Iteration 42Q: 3 clusters Score -219141.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -219141.781250 Penalty: 797.329590
	Iteration 43Q: 3 clusters Score -219141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -219143.625000 Penalty: 797.329590
	Iteration 44Q: 3 clusters Score -219143.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -219145.390625 Penalty: 797.329590
	Iteration 45Q: 3 clusters Score -219145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -219146.515625 Penalty: 797.329590
	Iteration 46Q: 3 clusters Score -219146.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -219146.906250 Penalty: 797.329590
	Iteration 47Q: 3 clusters Score -219146.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -219147.468750 Penalty: 797.329590
	Iteration 48Q: 3 clusters Score -219147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -219148.203125 Penalty: 797.329590
	Iteration 49Q: 3 clusters Score -219148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -219148.203125 Penalty: 797.329590
	Iteration 50Q: 3 clusters Score -219148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -219148.343750 Penalty: 797.329590
	Iteration 51Q: 3 clusters Score -219148.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -219148.875000 Penalty: 797.329590
	Iteration 52Q: 3 clusters Score -219148.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -219150.078125 Penalty: 797.329590
	Iteration 53Q: 3 clusters Score -219150.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -219152.953125 Penalty: 797.329590
	Iteration 54Q: 3 clusters Score -219153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -219155.625000 Penalty: 797.329590
	Iteration 55Q: 3 clusters Score -219155.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -219157.875000 Penalty: 797.329590
	Iteration 56Q: 3 clusters Score -219157.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -219161.234375 Penalty: 797.329590
	Iteration 57Q: 3 clusters Score -219161.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -219162.515625 Penalty: 797.329590
	Iteration 58Q: 3 clusters Score -219162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -219164.484375 Penalty: 797.329590
	Iteration 59Q: 3 clusters Score -219164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -219165.687500 Penalty: 797.329590
	Iteration 60F: 3 clusters Score -219165.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -219166.296875 Penalty: 797.329590
	Iteration 61Q: 3 clusters Score -219166.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -219167.187500 Penalty: 797.329590
	Iteration 62Q: 3 clusters Score -219167.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -219167.609375 Penalty: 797.329590
	Iteration 63Q: 3 clusters Score -219167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -219167.765625 Penalty: 797.329590
	Iteration 64Q: 3 clusters Score -219167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -219168.218750 Penalty: 797.329590
	Iteration 65Q: 3 clusters Score -219168.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -219168.640625 Penalty: 797.329590
	Iteration 66Q: 3 clusters Score -219168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -219168.328125 Penalty: 797.329590
	Iteration 67Q: 3 clusters Score -219168.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -219169.000000 Penalty: 797.329590
	Iteration 68Q: 3 clusters Score -219169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -219169.078125 Penalty: 797.329590
	Iteration 69Q: 3 clusters Score -219169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -219169.437500 Penalty: 797.329590
	Iteration 70Q: 3 clusters Score -219169.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -219169.890625 Penalty: 797.329590
	Iteration 71Q: 3 clusters Score -219169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -219170.453125 Penalty: 797.329590
	Iteration 72Q: 3 clusters Score -219170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -219169.921875 Penalty: 797.329590
	Iteration 73Q: 3 clusters Score -219169.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -219170.875000 Penalty: 797.329590
	Iteration 74Q: 3 clusters Score -219170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -219171.359375 Penalty: 797.329590
	Iteration 75Q: 3 clusters Score -219171.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -219172.015625 Penalty: 797.329590
	Iteration 76Q: 3 clusters Score -219172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -219172.687500 Penalty: 797.329590
	Iteration 77Q: 3 clusters Score -219172.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -219173.390625 Penalty: 797.329590
	Iteration 78Q: 3 clusters Score -219173.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -219174.359375 Penalty: 797.329590
	Iteration 79Q: 3 clusters Score -219174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -219175.765625 Penalty: 797.329590
	Iteration 80F: 3 clusters Score -219175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -219176.703125 Penalty: 797.329590
	Iteration 81Q: 3 clusters Score -219176.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -219178.531250 Penalty: 797.329590
	Iteration 82Q: 3 clusters Score -219178.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -219180.578125 Penalty: 797.329590
	Iteration 83Q: 3 clusters Score -219180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -219181.875000 Penalty: 797.329590
	Iteration 84Q: 3 clusters Score -219181.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -219183.796875 Penalty: 797.329590
	Iteration 85Q: 3 clusters Score -219183.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -219185.203125 Penalty: 797.329590
	Iteration 86Q: 3 clusters Score -219185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -219186.859375 Penalty: 797.329590
	Iteration 87Q: 3 clusters Score -219186.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -219187.984375 Penalty: 797.329590
	Iteration 88Q: 3 clusters Score -219188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -219188.890625 Penalty: 797.329590
	Iteration 89Q: 3 clusters Score -219188.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -219189.375000 Penalty: 797.329590
	Iteration 90Q: 3 clusters Score -219189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -219189.890625 Penalty: 797.329590
	Iteration 91Q: 3 clusters Score -219189.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -219189.890625 Penalty: 797.329590
	Iteration 92Q: 3 clusters Score -219189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -219190.093750 Penalty: 797.329590
	Iteration 93Q: 3 clusters Score -219190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219190.171875 Penalty: 797.329590
	Iteration 94Q: 3 clusters Score -219190.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -219190.171875 Penalty: 797.329590
	Iteration 95F: 3 clusters Score -219190.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Entering Unmasked Estep 
Score: -507443.343750 Penalty: 440.012726
	Iteration 0F: 2 clusters Score -507443.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -496815.218750 Penalty: 880.025452
	Iteration 0F: 3 clusters Score -496815.2 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -501216.281250 Penalty: 880.025452
	Iteration 1F: 3 clusters Score -501216.3 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -501652.718750 Penalty: 880.025452
	Iteration 2F: 3 clusters Score -501652.7 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -502252.218750 Penalty: 880.025452
	Iteration 3F: 3 clusters Score -502252.2 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -503130.750000 Penalty: 880.025452
	Iteration 4F: 3 clusters Score -503130.8 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -504268.812500 Penalty: 880.025452
	Iteration 5F: 3 clusters Score -504268.8 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -505437.718750 Penalty: 880.025452
	Iteration 6F: 3 clusters Score -505437.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -506098.125000 Penalty: 880.025452
	Iteration 7F: 3 clusters Score -506098.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -506316.406250 Penalty: 880.025452
	Iteration 8Q: 3 clusters Score -506316.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -506404.062500 Penalty: 880.025452
	Iteration 9Q: 3 clusters Score -506404.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -506478.500000 Penalty: 880.025452
	Iteration 10Q: 3 clusters Score -506478.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -506534.562500 Penalty: 880.025452
	Iteration 11Q: 3 clusters Score -506534.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -506574.406250 Penalty: 880.025452
	Iteration 12Q: 3 clusters Score -506574.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -506602.062500 Penalty: 880.025452
	Iteration 13Q: 3 clusters Score -506602.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -506627.312500 Penalty: 880.025452
	Iteration 14Q: 3 clusters Score -506627.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -506655.156250 Penalty: 880.025452
	Iteration 15Q: 3 clusters Score -506655.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -506686.000000 Penalty: 880.025452
	Iteration 16Q: 3 clusters Score -506686 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -506716.843750 Penalty: 880.025452
	Iteration 17Q: 3 clusters Score -506716.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -506748.062500 Penalty: 880.025452
	Iteration 18Q: 3 clusters Score -506748.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -506775.093750 Penalty: 880.025452
	Iteration 19Q: 3 clusters Score -506775.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -506796.062500 Penalty: 880.025452
	Iteration 20F: 3 clusters Score -506796.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -506818.625000 Penalty: 880.025452
	Iteration 21Q: 3 clusters Score -506818.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -506843.843750 Penalty: 880.025452
	Iteration 22Q: 3 clusters Score -506843.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -506876.093750 Penalty: 880.025452
	Iteration 23Q: 3 clusters Score -506876.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -506906.468750 Penalty: 880.025452
	Iteration 24Q: 3 clusters Score -506906.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -506925.656250 Penalty: 880.025452
	Iteration 25Q: 3 clusters Score -506925.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -506942.937500 Penalty: 880.025452
	Iteration 26Q: 3 clusters Score -506942.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -506962.000000 Penalty: 880.025452
	Iteration 27Q: 3 clusters Score -506962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -506969.562500 Penalty: 880.025452
	Iteration 28Q: 3 clusters Score -506969.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -506976.843750 Penalty: 880.025452
	Iteration 29Q: 3 clusters Score -506976.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -506984.968750 Penalty: 880.025452
	Iteration 30Q: 3 clusters Score -506985 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -506995.281250 Penalty: 880.025452
	Iteration 31Q: 3 clusters Score -506995.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -507006.375000 Penalty: 880.025452
	Iteration 32Q: 3 clusters Score -507006.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -507020.687500 Penalty: 880.025452
	Iteration 33Q: 3 clusters Score -507020.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -507035.437500 Penalty: 880.025452
	Iteration 34Q: 3 clusters Score -507035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -507045.125000 Penalty: 880.025452
	Iteration 35Q: 3 clusters Score -507045.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -507054.375000 Penalty: 880.025452
	Iteration 36Q: 3 clusters Score -507054.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -507064.468750 Penalty: 880.025452
	Iteration 37Q: 3 clusters Score -507064.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -507073.781250 Penalty: 880.025452
	Iteration 38Q: 3 clusters Score -507073.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -507076.437500 Penalty: 880.025452
	Iteration 39Q: 3 clusters Score -507076.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -507080.593750 Penalty: 880.025452
	Iteration 40F: 3 clusters Score -507080.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -507084.812500 Penalty: 880.025452
	Iteration 41Q: 3 clusters Score -507084.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -507087.750000 Penalty: 880.025452
	Iteration 42Q: 3 clusters Score -507087.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -507092.593750 Penalty: 880.025452
	Iteration 43Q: 3 clusters Score -507092.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -507095.156250 Penalty: 880.025452
	Iteration 44Q: 3 clusters Score -507095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -507096.750000 Penalty: 880.025452
	Iteration 45Q: 3 clusters Score -507096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -507096.968750 Penalty: 880.025452
	Iteration 46Q: 3 clusters Score -507097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -507098.062500 Penalty: 880.025452
	Iteration 47Q: 3 clusters Score -507098.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -507098.500000 Penalty: 880.025452
	Iteration 48Q: 3 clusters Score -507098.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -507099.187500 Penalty: 880.025452
	Iteration 49Q: 3 clusters Score -507099.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -507100.468750 Penalty: 880.025452
	Iteration 50Q: 3 clusters Score -507100.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -507101.250000 Penalty: 880.025452
	Iteration 51Q: 3 clusters Score -507101.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -507102.187500 Penalty: 880.025452
	Iteration 52Q: 3 clusters Score -507102.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -507102.843750 Penalty: 880.025452
	Iteration 53Q: 3 clusters Score -507102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -507104.031250 Penalty: 880.025452
	Iteration 54Q: 3 clusters Score -507104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -507103.312500 Penalty: 880.025452
	Iteration 55Q: 3 clusters Score -507103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -507104.156250 Penalty: 880.025452
	Iteration 56Q: 3 clusters Score -507104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -507105.125000 Penalty: 880.025452
	Iteration 57Q: 3 clusters Score -507105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -507105.250000 Penalty: 880.025452
	Iteration 58Q: 3 clusters Score -507105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -507105.187500 Penalty: 880.025452
	Iteration 59Q: 3 clusters Score -507105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -507106.562500 Penalty: 880.025452
	Iteration 60F: 3 clusters Score -507106.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -507108.875000 Penalty: 880.025452
	Iteration 61Q: 3 clusters Score -507108.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -507109.250000 Penalty: 880.025452
	Iteration 62Q: 3 clusters Score -507109.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -507110.500000 Penalty: 880.025452
	Iteration 63Q: 3 clusters Score -507110.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -507110.187500 Penalty: 880.025452
	Iteration 64Q: 3 clusters Score -507110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -507110.843750 Penalty: 880.025452
	Iteration 65Q: 3 clusters Score -507110.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -507111.281250 Penalty: 880.025452
	Iteration 66Q: 3 clusters Score -507111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -507112.437500 Penalty: 880.025452
	Iteration 67Q: 3 clusters Score -507112.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -507113.125000 Penalty: 880.025452
	Iteration 68Q: 3 clusters Score -507113.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -507113.375000 Penalty: 880.025452
	Iteration 69Q: 3 clusters Score -507113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -507114.593750 Penalty: 880.025452
	Iteration 70Q: 3 clusters Score -507114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -507113.750000 Penalty: 880.025452
	Iteration 71Q: 3 clusters Score -507113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -507113.593750 Penalty: 880.025452
	Iteration 72Q: 3 clusters Score -507113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -507113.593750 Penalty: 880.025452
	Iteration 73F: 3 clusters Score -507113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Entering Unmasked Estep 
Score: -150281.578125 Penalty: 391.101379
	Iteration 0F: 2 clusters Score -150281.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -146649.093750 Penalty: 782.202759
	Iteration 0F: 3 clusters Score -146649.1 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -148282.750000 Penalty: 782.202759
	Iteration 1F: 3 clusters Score -148282.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -148625.171875 Penalty: 782.202759
	Iteration 2F: 3 clusters Score -148625.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -148978.296875 Penalty: 782.202759
	Iteration 3F: 3 clusters Score -148978.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -149256.015625 Penalty: 782.202759
	Iteration 4F: 3 clusters Score -149256 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -149413.718750 Penalty: 782.202759
	Iteration 5F: 3 clusters Score -149413.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -149483.984375 Penalty: 782.202759
	Iteration 6Q: 3 clusters Score -149484 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -149527.546875 Penalty: 782.202759
	Iteration 7Q: 3 clusters Score -149527.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -149564.265625 Penalty: 782.202759
	Iteration 8Q: 3 clusters Score -149564.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -149593.718750 Penalty: 782.202759
	Iteration 9Q: 3 clusters Score -149593.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -149637.109375 Penalty: 782.202759
	Iteration 10Q: 3 clusters Score -149637.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -149707.437500 Penalty: 782.202759
	Iteration 11Q: 3 clusters Score -149707.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -149839.140625 Penalty: 782.202759
	Iteration 12Q: 3 clusters Score -149839.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -149967.421875 Penalty: 782.202759
	Iteration 13Q: 3 clusters Score -149967.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -150002.515625 Penalty: 782.202759
	Iteration 14Q: 3 clusters Score -150002.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -150028.500000 Penalty: 782.202759
	Iteration 15Q: 3 clusters Score -150028.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -150041.453125 Penalty: 782.202759
	Iteration 16Q: 3 clusters Score -150041.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -150052.531250 Penalty: 782.202759
	Iteration 17Q: 3 clusters Score -150052.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -150058.781250 Penalty: 782.202759
	Iteration 18Q: 3 clusters Score -150058.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -150062.468750 Penalty: 782.202759
	Iteration 19Q: 3 clusters Score -150062.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -150068.250000 Penalty: 782.202759
	Iteration 20F: 3 clusters Score -150068.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -150072.046875 Penalty: 782.202759
	Iteration 21Q: 3 clusters Score -150072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -150074.046875 Penalty: 782.202759
	Iteration 22Q: 3 clusters Score -150074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -150075.531250 Penalty: 782.202759
	Iteration 23Q: 3 clusters Score -150075.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -150076.625000 Penalty: 782.202759
	Iteration 24Q: 3 clusters Score -150076.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -150077.968750 Penalty: 782.202759
	Iteration 25Q: 3 clusters Score -150078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -150079.171875 Penalty: 782.202759
	Iteration 26Q: 3 clusters Score -150079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -150079.578125 Penalty: 782.202759
	Iteration 27Q: 3 clusters Score -150079.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -150080.812500 Penalty: 782.202759
	Iteration 28Q: 3 clusters Score -150080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -150082.515625 Penalty: 782.202759
	Iteration 29Q: 3 clusters Score -150082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -150084.218750 Penalty: 782.202759
	Iteration 30Q: 3 clusters Score -150084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -150085.843750 Penalty: 782.202759
	Iteration 31Q: 3 clusters Score -150085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -150087.703125 Penalty: 782.202759
	Iteration 32Q: 3 clusters Score -150087.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -150089.546875 Penalty: 782.202759
	Iteration 33Q: 3 clusters Score -150089.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -150094.218750 Penalty: 782.202759
	Iteration 34Q: 3 clusters Score -150094.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -150096.953125 Penalty: 782.202759
	Iteration 35Q: 3 clusters Score -150097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -150100.843750 Penalty: 782.202759
	Iteration 36Q: 3 clusters Score -150100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -150103.250000 Penalty: 782.202759
	Iteration 37Q: 3 clusters Score -150103.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -150106.421875 Penalty: 782.202759
	Iteration 38Q: 3 clusters Score -150106.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -150108.578125 Penalty: 782.202759
	Iteration 39Q: 3 clusters Score -150108.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -150112.406250 Penalty: 782.202759
	Iteration 40F: 3 clusters Score -150112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -150114.062500 Penalty: 782.202759
	Iteration 41Q: 3 clusters Score -150114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -150114.890625 Penalty: 782.202759
	Iteration 42Q: 3 clusters Score -150114.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -150115.593750 Penalty: 782.202759
	Iteration 43Q: 3 clusters Score -150115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -150116.703125 Penalty: 782.202759
	Iteration 44Q: 3 clusters Score -150116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -150117.171875 Penalty: 782.202759
	Iteration 45Q: 3 clusters Score -150117.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -150117.218750 Penalty: 782.202759
	Iteration 46Q: 3 clusters Score -150117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -150117.171875 Penalty: 782.202759
	Iteration 47Q: 3 clusters Score -150117.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -150117.671875 Penalty: 782.202759
	Iteration 48Q: 3 clusters Score -150117.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -150117.953125 Penalty: 782.202759
	Iteration 49Q: 3 clusters Score -150118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -150118.640625 Penalty: 782.202759
	Iteration 50Q: 3 clusters Score -150118.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -150119.468750 Penalty: 782.202759
	Iteration 51Q: 3 clusters Score -150119.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -150120.281250 Penalty: 782.202759
	Iteration 52Q: 3 clusters Score -150120.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -150122.109375 Penalty: 782.202759
	Iteration 53Q: 3 clusters Score -150122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -150123.250000 Penalty: 782.202759
	Iteration 54Q: 3 clusters Score -150123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -150124.328125 Penalty: 782.202759
	Iteration 55Q: 3 clusters Score -150124.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -150124.562500 Penalty: 782.202759
	Iteration 56Q: 3 clusters Score -150124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -150124.875000 Penalty: 782.202759
	Iteration 57Q: 3 clusters Score -150124.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -150125.453125 Penalty: 782.202759
	Iteration 58Q: 3 clusters Score -150125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -150126.046875 Penalty: 782.202759
	Iteration 59Q: 3 clusters Score -150126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -150126.062500 Penalty: 782.202759
	Iteration 60F: 3 clusters Score -150126.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -150126.281250 Penalty: 782.202759
	Iteration 61Q: 3 clusters Score -150126.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -150126.843750 Penalty: 782.202759
	Iteration 62Q: 3 clusters Score -150126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -150126.843750 Penalty: 782.202759
	Iteration 63F: 3 clusters Score -150126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Entering Unmasked Estep 
Score: -310411.718750 Penalty: 420.933716
	Iteration 0F: 2 clusters Score -310411.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -303419.062500 Penalty: 841.867432
	Iteration 0F: 3 clusters Score -303419.1 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -306408.156250 Penalty: 841.867432
	Iteration 1F: 3 clusters Score -306408.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -306836.968750 Penalty: 841.867432
	Iteration 2F: 3 clusters Score -306837 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -307391.500000 Penalty: 841.867432
	Iteration 3F: 3 clusters Score -307391.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -308001.968750 Penalty: 841.867432
	Iteration 4F: 3 clusters Score -308002 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -308559.718750 Penalty: 841.867432
	Iteration 5F: 3 clusters Score -308559.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -308963.375000 Penalty: 841.867432
	Iteration 6F: 3 clusters Score -308963.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -309198.812500 Penalty: 841.867432
	Iteration 7Q: 3 clusters Score -309198.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -309405.625000 Penalty: 841.867432
	Iteration 8Q: 3 clusters Score -309405.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -309618.468750 Penalty: 841.867432
	Iteration 9Q: 3 clusters Score -309618.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -309777.937500 Penalty: 841.867432
	Iteration 10Q: 3 clusters Score -309777.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -309904.156250 Penalty: 841.867432
	Iteration 11Q: 3 clusters Score -309904.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -309992.531250 Penalty: 841.867432
	Iteration 12Q: 3 clusters Score -309992.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -310045.593750 Penalty: 841.867432
	Iteration 13Q: 3 clusters Score -310045.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -310076.718750 Penalty: 841.867432
	Iteration 14Q: 3 clusters Score -310076.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -310099.062500 Penalty: 841.867432
	Iteration 15Q: 3 clusters Score -310099.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -310114.437500 Penalty: 841.867432
	Iteration 16Q: 3 clusters Score -310114.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -310124.906250 Penalty: 841.867432
	Iteration 17Q: 3 clusters Score -310124.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -310132.093750 Penalty: 841.867432
	Iteration 18Q: 3 clusters Score -310132.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -310142.500000 Penalty: 841.867432
	Iteration 19Q: 3 clusters Score -310142.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -310154.312500 Penalty: 841.867432
	Iteration 20F: 3 clusters Score -310154.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -310160.843750 Penalty: 841.867432
	Iteration 21Q: 3 clusters Score -310160.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -310165.000000 Penalty: 841.867432
	Iteration 22Q: 3 clusters Score -310165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -310168.312500 Penalty: 841.867432
	Iteration 23Q: 3 clusters Score -310168.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -310173.125000 Penalty: 841.867432
	Iteration 24Q: 3 clusters Score -310173.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -310175.125000 Penalty: 841.867432
	Iteration 25Q: 3 clusters Score -310175.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -310178.281250 Penalty: 841.867432
	Iteration 26Q: 3 clusters Score -310178.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -310182.656250 Penalty: 841.867432
	Iteration 27Q: 3 clusters Score -310182.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -310188.312500 Penalty: 841.867432
	Iteration 28Q: 3 clusters Score -310188.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -310190.781250 Penalty: 841.867432
	Iteration 29Q: 3 clusters Score -310190.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -310192.437500 Penalty: 841.867432
	Iteration 30Q: 3 clusters Score -310192.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -310194.218750 Penalty: 841.867432
	Iteration 31Q: 3 clusters Score -310194.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -310197.343750 Penalty: 841.867432
	Iteration 32Q: 3 clusters Score -310197.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -310198.687500 Penalty: 841.867432
	Iteration 33Q: 3 clusters Score -310198.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -310199.406250 Penalty: 841.867432
	Iteration 34Q: 3 clusters Score -310199.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -310200.250000 Penalty: 841.867432
	Iteration 35Q: 3 clusters Score -310200.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -310200.250000 Penalty: 841.867432
	Iteration 36Q: 3 clusters Score -310200.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -310200.500000 Penalty: 841.867432
	Iteration 37Q: 3 clusters Score -310200.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -310199.968750 Penalty: 841.867432
	Iteration 38Q: 3 clusters Score -310200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -310200.531250 Penalty: 841.867432
	Iteration 39Q: 3 clusters Score -310200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -310202.187500 Penalty: 841.867432
	Iteration 40F: 3 clusters Score -310202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -310201.906250 Penalty: 841.867432
	Iteration 41Q: 3 clusters Score -310201.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -310202.500000 Penalty: 841.867432
	Iteration 42Q: 3 clusters Score -310202.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -310203.187500 Penalty: 841.867432
	Iteration 43Q: 3 clusters Score -310203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -310203.937500 Penalty: 841.867432
	Iteration 44Q: 3 clusters Score -310203.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -310204.968750 Penalty: 841.867432
	Iteration 45Q: 3 clusters Score -310205 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -310207.250000 Penalty: 841.867432
	Iteration 46Q: 3 clusters Score -310207.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -310208.562500 Penalty: 841.867432
	Iteration 47Q: 3 clusters Score -310208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -310209.531250 Penalty: 841.867432
	Iteration 48Q: 3 clusters Score -310209.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -310211.562500 Penalty: 841.867432
	Iteration 49Q: 3 clusters Score -310211.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -310213.281250 Penalty: 841.867432
	Iteration 50Q: 3 clusters Score -310213.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -310214.656250 Penalty: 841.867432
	Iteration 51Q: 3 clusters Score -310214.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -310215.687500 Penalty: 841.867432
	Iteration 52Q: 3 clusters Score -310215.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -310216.125000 Penalty: 841.867432
	Iteration 53Q: 3 clusters Score -310216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -310218.281250 Penalty: 841.867432
	Iteration 54Q: 3 clusters Score -310218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -310217.968750 Penalty: 841.867432
	Iteration 55Q: 3 clusters Score -310218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -310217.593750 Penalty: 841.867432
	Iteration 56Q: 3 clusters Score -310217.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -310219.531250 Penalty: 841.867432
	Iteration 57Q: 3 clusters Score -310219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -310219.156250 Penalty: 841.867432
	Iteration 58Q: 3 clusters Score -310219.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -310220.000000 Penalty: 841.867432
	Iteration 59Q: 3 clusters Score -310220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -310219.906250 Penalty: 841.867432
	Iteration 60F: 3 clusters Score -310219.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -310220.531250 Penalty: 841.867432
	Iteration 61Q: 3 clusters Score -310220.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -310222.437500 Penalty: 841.867432
	Iteration 62Q: 3 clusters Score -310222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -310224.000000 Penalty: 841.867432
	Iteration 63Q: 3 clusters Score -310224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -310223.718750 Penalty: 841.867432
	Iteration 64Q: 3 clusters Score -310223.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -310224.875000 Penalty: 841.867432
	Iteration 65Q: 3 clusters Score -310224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -310225.093750 Penalty: 841.867432
	Iteration 66Q: 3 clusters Score -310225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -310224.968750 Penalty: 841.867432
	Iteration 67Q: 3 clusters Score -310225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -310224.781250 Penalty: 841.867432
	Iteration 68Q: 3 clusters Score -310224.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310224.781250 Penalty: 841.867432
	Iteration 69Q: 3 clusters Score -310224.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -310224.781250 Penalty: 841.867432
	Iteration 70F: 3 clusters Score -310224.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Entering Unmasked Estep 
Score: -1347447.000000 Penalty: 484.444763
	Iteration 0F: 2 clusters Score -1347447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1319173.375000 Penalty: 968.889526
	Iteration 0F: 3 clusters Score -1319173 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -1330985.375000 Penalty: 968.889526
	Iteration 1F: 3 clusters Score -1330985 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -1331383.500000 Penalty: 968.889526
	Iteration 2Q: 3 clusters Score -1331384 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -1331875.750000 Penalty: 968.889526
	Iteration 3Q: 3 clusters Score -1331876 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -1332493.750000 Penalty: 968.889526
	Iteration 4Q: 3 clusters Score -1332494 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1333362.375000 Penalty: 968.889526
	Iteration 5Q: 3 clusters Score -1333362 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -1334633.250000 Penalty: 968.889526
	Iteration 6F: 3 clusters Score -1334633 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1336487.625000 Penalty: 968.889526
	Iteration 7F: 3 clusters Score -1336488 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -1338649.250000 Penalty: 968.889526
	Iteration 8F: 3 clusters Score -1338649 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -1340089.875000 Penalty: 968.889526
	Iteration 9F: 3 clusters Score -1340090 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -1340622.625000 Penalty: 968.889526
	Iteration 10Q: 3 clusters Score -1340623 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -1340780.375000 Penalty: 968.889526
	Iteration 11Q: 3 clusters Score -1340780 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -1340847.125000 Penalty: 968.889526
	Iteration 12Q: 3 clusters Score -1340847 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -1340921.375000 Penalty: 968.889526
	Iteration 13Q: 3 clusters Score -1340921 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -1340982.000000 Penalty: 968.889526
	Iteration 14Q: 3 clusters Score -1340982 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -1341068.875000 Penalty: 968.889526
	Iteration 15Q: 3 clusters Score -1341069 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -1341156.250000 Penalty: 968.889526
	Iteration 16Q: 3 clusters Score -1341156 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -1341245.875000 Penalty: 968.889526
	Iteration 17Q: 3 clusters Score -1341246 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -1341339.625000 Penalty: 968.889526
	Iteration 18Q: 3 clusters Score -1341340 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -1341455.375000 Penalty: 968.889526
	Iteration 19Q: 3 clusters Score -1341455 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -1341576.250000 Penalty: 968.889526
	Iteration 20F: 3 clusters Score -1341576 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -1341724.375000 Penalty: 968.889526
	Iteration 21Q: 3 clusters Score -1341724 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -1341885.000000 Penalty: 968.889526
	Iteration 22Q: 3 clusters Score -1341885 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -1342041.500000 Penalty: 968.889526
	Iteration 23Q: 3 clusters Score -1342042 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -1342231.375000 Penalty: 968.889526
	Iteration 24Q: 3 clusters Score -1342231 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -1342429.500000 Penalty: 968.889526
	Iteration 25Q: 3 clusters Score -1342430 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -1342626.750000 Penalty: 968.889526
	Iteration 26Q: 3 clusters Score -1342627 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -1342797.375000 Penalty: 968.889526
	Iteration 27Q: 3 clusters Score -1342797 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -1342951.250000 Penalty: 968.889526
	Iteration 28Q: 3 clusters Score -1342951 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -1343122.500000 Penalty: 968.889526
	Iteration 29Q: 3 clusters Score -1343122 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -1343289.625000 Penalty: 968.889526
	Iteration 30Q: 3 clusters Score -1343290 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -1343445.375000 Penalty: 968.889526
	Iteration 31Q: 3 clusters Score -1343445 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -1343585.875000 Penalty: 968.889526
	Iteration 32Q: 3 clusters Score -1343586 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -1343705.750000 Penalty: 968.889526
	Iteration 33Q: 3 clusters Score -1343706 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1343814.375000 Penalty: 968.889526
	Iteration 34Q: 3 clusters Score -1343814 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -1343935.875000 Penalty: 968.889526
	Iteration 35Q: 3 clusters Score -1343936 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -1344054.500000 Penalty: 968.889526
	Iteration 36Q: 3 clusters Score -1344054 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -1344166.375000 Penalty: 968.889526
	Iteration 37Q: 3 clusters Score -1344166 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -1344271.000000 Penalty: 968.889526
	Iteration 38Q: 3 clusters Score -1344271 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 32550 members 
Entering Unmasked Estep 
Score: -1344369.750000 Penalty: 968.889526
	Iteration 39Q: 3 clusters Score -1344370 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -1344472.750000 Penalty: 968.889526
	Iteration 40F: 3 clusters Score -1344473 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -1344577.500000 Penalty: 968.889526
	Iteration 41Q: 3 clusters Score -1344578 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -1344690.750000 Penalty: 968.889526
	Iteration 42Q: 3 clusters Score -1344691 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 34314 members 
Entering Unmasked Estep 
Score: -1344820.250000 Penalty: 968.889526
	Iteration 43Q: 3 clusters Score -1344820 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -1344970.500000 Penalty: 968.889526
	Iteration 44Q: 3 clusters Score -1344970 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -1345113.750000 Penalty: 968.889526
	Iteration 45Q: 3 clusters Score -1345114 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -1345253.750000 Penalty: 968.889526
	Iteration 46Q: 3 clusters Score -1345254 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -1345393.375000 Penalty: 968.889526
	Iteration 47Q: 3 clusters Score -1345393 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -1345542.250000 Penalty: 968.889526
	Iteration 48Q: 3 clusters Score -1345542 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -1345669.375000 Penalty: 968.889526
	Iteration 49Q: 3 clusters Score -1345669 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -1345779.000000 Penalty: 968.889526
	Iteration 50Q: 3 clusters Score -1345779 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -1345894.250000 Penalty: 968.889526
	Iteration 51Q: 3 clusters Score -1345894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -1345994.625000 Penalty: 968.889526
	Iteration 52Q: 3 clusters Score -1345995 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -1346080.375000 Penalty: 968.889526
	Iteration 53Q: 3 clusters Score -1346080 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -1346175.000000 Penalty: 968.889526
	Iteration 54Q: 3 clusters Score -1346175 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -1346272.500000 Penalty: 968.889526
	Iteration 55Q: 3 clusters Score -1346272 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -1346373.125000 Penalty: 968.889526
	Iteration 56Q: 3 clusters Score -1346373 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -1346454.000000 Penalty: 968.889526
	Iteration 57Q: 3 clusters Score -1346454 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -1346525.375000 Penalty: 968.889526
	Iteration 58Q: 3 clusters Score -1346525 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -1346571.125000 Penalty: 968.889526
	Iteration 59Q: 3 clusters Score -1346571 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -1346614.875000 Penalty: 968.889526
	Iteration 60F: 3 clusters Score -1346615 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 40316 members 
Entering Unmasked Estep 
Score: -1346664.250000 Penalty: 968.889526
	Iteration 61Q: 3 clusters Score -1346664 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -1346724.250000 Penalty: 968.889526
	Iteration 62Q: 3 clusters Score -1346724 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -1346762.250000 Penalty: 968.889526
	Iteration 63Q: 3 clusters Score -1346762 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -1346801.625000 Penalty: 968.889526
	Iteration 64Q: 3 clusters Score -1346802 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -1346838.125000 Penalty: 968.889526
	Iteration 65Q: 3 clusters Score -1346838 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -1346859.375000 Penalty: 968.889526
	Iteration 66Q: 3 clusters Score -1346859 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -1346896.625000 Penalty: 968.889526
	Iteration 67Q: 3 clusters Score -1346897 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -1346936.125000 Penalty: 968.889526
	Iteration 68Q: 3 clusters Score -1346936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -1346956.000000 Penalty: 968.889526
	Iteration 69Q: 3 clusters Score -1346956 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -1346971.500000 Penalty: 968.889526
	Iteration 70Q: 3 clusters Score -1346972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -1346983.250000 Penalty: 968.889526
	Iteration 71Q: 3 clusters Score -1346983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 41359 members 
Entering Unmasked Estep 
Score: -1346993.125000 Penalty: 968.889526
	Iteration 72Q: 3 clusters Score -1346993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -1347005.875000 Penalty: 968.889526
	Iteration 73Q: 3 clusters Score -1347006 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -1347019.000000 Penalty: 968.889526
	Iteration 74Q: 3 clusters Score -1347019 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -1347028.375000 Penalty: 968.889526
	Iteration 75Q: 3 clusters Score -1347028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
Score: -1347038.500000 Penalty: 968.889526
	Iteration 76Q: 3 clusters Score -1347038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -1347044.875000 Penalty: 968.889526
	Iteration 77Q: 3 clusters Score -1347045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -1347049.000000 Penalty: 968.889526
	Iteration 78Q: 3 clusters Score -1347049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -1347052.250000 Penalty: 968.889526
	Iteration 79Q: 3 clusters Score -1347052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -1347054.875000 Penalty: 968.889526
	Iteration 80F: 3 clusters Score -1347055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -1347054.750000 Penalty: 968.889526
	Iteration 81Q: 3 clusters Score -1347055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -1347055.750000 Penalty: 968.889526
	Iteration 82Q: 3 clusters Score -1347056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -1347057.250000 Penalty: 968.889526
	Iteration 83Q: 3 clusters Score -1347057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -1347057.250000 Penalty: 968.889526
	Iteration 84Q: 3 clusters Score -1347057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -1347059.000000 Penalty: 968.889526
	Iteration 85Q: 3 clusters Score -1347059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -1347060.750000 Penalty: 968.889526
	Iteration 86Q: 3 clusters Score -1347061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -1347060.750000 Penalty: 968.889526
	Iteration 87F: 3 clusters Score -1347061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 4157 members 
Mstep: Class 4 contains 455 members 
Mstep: Class 5 contains 10293 members 
Mstep: Class 6 contains 27517 members 
Mstep: Class 7 contains 2206 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 361606 members 
Mstep: Class 10 contains 232393 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 6386 members 
Mstep: Class 17 contains 15845 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 10418 members 
Mstep: Class 20 contains 42072 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 17 clusters Score -2.149381e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 4188 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 10295 members 
Mstep: Class 6 contains 27314 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 361557 members 
Mstep: Class 10 contains 232613 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 10405 members 
Mstep: Class 20 contains 42095 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 17 clusters Score -2.1494e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 4221 members 
Mstep: Class 4 contains 454 members 
Mstep: Class 5 contains 10301 members 
Mstep: Class 6 contains 27116 members 
Mstep: Class 7 contains 2128 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 361542 members 
Mstep: Class 10 contains 232781 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 6329 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 5407 members 
Mstep: Class 19 contains 10387 members 
Mstep: Class 20 contains 42110 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 17 clusters Score -2.149412e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2213 members 
Mstep: Class 3 contains 4255 members 
Mstep: Class 4 contains 448 members 
Mstep: Class 5 contains 10302 members 
Mstep: Class 6 contains 26953 members 
Mstep: Class 7 contains 2059 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 361564 members 
Mstep: Class 10 contains 232919 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 16 contains 6302 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 10378 members 
Mstep: Class 20 contains 42121 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 17 clusters Score -2.149416e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2212 members 
Mstep: Class 3 contains 4294 members 
Mstep: Class 4 contains 441 members 
Mstep: Class 5 contains 10307 members 
Mstep: Class 6 contains 26817 members 
Mstep: Class 7 contains 2010 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 361596 members 
Mstep: Class 10 contains 233037 members 
Mstep: Class 15 contains 1869 members 
Mstep: Class 16 contains 6265 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 10366 members 
Mstep: Class 20 contains 42128 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 17 clusters Score -2.149414e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 3 contains 4333 members 
Mstep: Class 4 contains 436 members 
Mstep: Class 5 contains 10309 members 
Mstep: Class 6 contains 26693 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 361651 members 
Mstep: Class 10 contains 233127 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 6248 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 5405 members 
Mstep: Class 19 contains 10347 members 
Mstep: Class 20 contains 42142 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 17 clusters Score -2.149419e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2206 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 432 members 
Mstep: Class 5 contains 10317 members 
Mstep: Class 6 contains 26584 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 361702 members 
Mstep: Class 10 contains 233186 members 
Mstep: Class 15 contains 1868 members 
Mstep: Class 16 contains 6228 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 5406 members 
Mstep: Class 19 contains 10320 members 
Mstep: Class 20 contains 42153 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 17 clusters Score -2.149428e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2204 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 430 members 
Mstep: Class 5 contains 10333 members 
Mstep: Class 6 contains 26492 members 
Mstep: Class 7 contains 1918 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 361753 members 
Mstep: Class 10 contains 233225 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6210 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 10289 members 
Mstep: Class 20 contains 42162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 17 clusters Score -2.149431e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2201 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 429 members 
Mstep: Class 5 contains 10355 members 
Mstep: Class 6 contains 26419 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 361830 members 
Mstep: Class 10 contains 233242 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 6174 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 10258 members 
Mstep: Class 20 contains 42175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 17 clusters Score -2.149429e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 424 members 
Mstep: Class 5 contains 10377 members 
Mstep: Class 6 contains 26359 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 361889 members 
Mstep: Class 10 contains 233250 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 6153 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5409 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 42186 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 17 clusters Score -2.149428e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4479 members 
Mstep: Class 4 contains 416 members 
Mstep: Class 5 contains 10410 members 
Mstep: Class 6 contains 26309 members 
Mstep: Class 7 contains 1882 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 361943 members 
Mstep: Class 10 contains 233233 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 16 contains 6135 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 20 contains 42200 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 17 clusters Score -2.149431e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4498 members 
Mstep: Class 4 contains 415 members 
Mstep: Class 5 contains 10452 members 
Mstep: Class 6 contains 26272 members 
Mstep: Class 7 contains 1884 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 361991 members 
Mstep: Class 10 contains 233213 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 6119 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5394 members 
Mstep: Class 19 contains 10163 members 
Mstep: Class 20 contains 42213 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 130Q: 17 clusters Score -2.14943e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 409 members 
Mstep: Class 5 contains 10489 members 
Mstep: Class 6 contains 26236 members 
Mstep: Class 7 contains 1891 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 362040 members 
Mstep: Class 10 contains 233186 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 16 contains 6102 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 10139 members 
Mstep: Class 20 contains 42220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 17 clusters Score -2.149431e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 10531 members 
Mstep: Class 6 contains 26202 members 
Mstep: Class 7 contains 1903 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362081 members 
Mstep: Class 10 contains 233156 members 
Mstep: Class 15 contains 1864 members 
Mstep: Class 16 contains 6094 members 
Mstep: Class 17 contains 15852 members 
Mstep: Class 18 contains 5365 members 
Mstep: Class 19 contains 10116 members 
Mstep: Class 20 contains 42225 members 
Entering Unmasked Estep 
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Iteration 132Q: 17 clusters Score -2.149432e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4531 members 
Mstep: Class 4 contains 402 members 
Mstep: Class 5 contains 10577 members 
Mstep: Class 6 contains 26170 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 362124 members 
Mstep: Class 10 contains 233136 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 6083 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 10092 members 
Mstep: Class 20 contains 42227 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 17 clusters Score -2.149437e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 397 members 
Mstep: Class 5 contains 10622 members 
Mstep: Class 6 contains 26147 members 
Mstep: Class 7 contains 1919 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362164 members 
Mstep: Class 10 contains 233121 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 6071 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5327 members 
Mstep: Class 19 contains 10063 members 
Mstep: Class 20 contains 42227 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 17 clusters Score -2.14944e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 391 members 
Mstep: Class 5 contains 10655 members 
Mstep: Class 6 contains 26115 members 
Mstep: Class 7 contains 1929 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362213 members 
Mstep: Class 10 contains 233110 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6061 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5313 members 
Mstep: Class 19 contains 10045 members 
Mstep: Class 20 contains 42226 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 17 clusters Score -2.149439e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 383 members 
Mstep: Class 5 contains 10693 members 
Mstep: Class 6 contains 26092 members 
Mstep: Class 7 contains 1939 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362247 members 
Mstep: Class 10 contains 233092 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6055 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5308 members 
Mstep: Class 19 contains 10018 members 
Mstep: Class 20 contains 42227 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 17 clusters Score -2.149439e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 377 members 
Mstep: Class 5 contains 10739 members 
Mstep: Class 6 contains 26063 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362297 members 
Mstep: Class 10 contains 233073 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6042 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 9984 members 
Mstep: Class 20 contains 42228 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 17 clusters Score -2.149439e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 374 members 
Mstep: Class 5 contains 10782 members 
Mstep: Class 6 contains 26035 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 362348 members 
Mstep: Class 10 contains 233056 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6027 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5279 members 
Mstep: Class 19 contains 9953 members 
Mstep: Class 20 contains 42231 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 17 clusters Score -2.149446e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 370 members 
Mstep: Class 5 contains 10828 members 
Mstep: Class 6 contains 26011 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362385 members 
Mstep: Class 10 contains 233049 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6020 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5266 members 
Mstep: Class 19 contains 9920 members 
Mstep: Class 20 contains 42230 members 
Entering Unmasked Estep 
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Iteration 139Q: 17 clusters Score -2.149443e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 10879 members 
Mstep: Class 6 contains 25993 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 362415 members 
Mstep: Class 10 contains 233037 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6017 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5251 members 
Mstep: Class 19 contains 9882 members 
Mstep: Class 20 contains 42230 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 17 clusters Score -2.149447e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 368 members 
Mstep: Class 5 contains 10941 members 
Mstep: Class 6 contains 25984 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 362437 members 
Mstep: Class 10 contains 233018 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6014 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 9834 members 
Mstep: Class 20 contains 42233 members 
Entering Unmasked Estep 
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Iteration 141Q: 17 clusters Score -2.14945e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 11017 members 
Mstep: Class 6 contains 25974 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 362458 members 
Mstep: Class 10 contains 233003 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6011 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 5215 members 
Mstep: Class 19 contains 9785 members 
Mstep: Class 20 contains 42232 members 
Entering Unmasked Estep 
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Iteration 142Q: 17 clusters Score -2.149446e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 11089 members 
Mstep: Class 6 contains 25965 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362483 members 
Mstep: Class 10 contains 232990 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 6001 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5189 members 
Mstep: Class 19 contains 9741 members 
Mstep: Class 20 contains 42232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494452.000000 Penalty: 9825.448242
Iteration 143Q: 17 clusters Score -2.149445e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 11146 members 
Mstep: Class 6 contains 25957 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362510 members 
Mstep: Class 10 contains 232982 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 5994 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5166 members 
Mstep: Class 19 contains 9702 members 
Mstep: Class 20 contains 42232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494470.000000 Penalty: 9825.448242
Iteration 144Q: 17 clusters Score -2.149447e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4560 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 11204 members 
Mstep: Class 6 contains 25948 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362531 members 
Mstep: Class 10 contains 232981 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 5986 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5162 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 42236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494460.000000 Penalty: 9825.448242
Iteration 145Q: 17 clusters Score -2.149446e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4561 members 
Mstep: Class 4 contains 356 members 
Mstep: Class 5 contains 11261 members 
Mstep: Class 6 contains 25941 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362550 members 
Mstep: Class 10 contains 232977 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 5976 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 9594 members 
Mstep: Class 20 contains 42237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494436.000000 Penalty: 9825.448242
Iteration 146Q: 17 clusters Score -2.149444e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4563 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 11327 members 
Mstep: Class 6 contains 25933 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362576 members 
Mstep: Class 10 contains 232973 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5966 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 9530 members 
Mstep: Class 20 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494500.000000 Penalty: 9825.448242
Iteration 147Q: 17 clusters Score -2.14945e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4566 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11396 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362589 members 
Mstep: Class 10 contains 232978 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5959 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5133 members 
Mstep: Class 19 contains 9473 members 
Mstep: Class 20 contains 42239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494546.000000 Penalty: 9825.448242
Iteration 148Q: 17 clusters Score -2.149455e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11458 members 
Mstep: Class 6 contains 25922 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362608 members 
Mstep: Class 10 contains 232978 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5950 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5116 members 
Mstep: Class 19 contains 9418 members 
Mstep: Class 20 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494578.000000 Penalty: 9825.448242
Iteration 149Q: 17 clusters Score -2.149458e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4569 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11523 members 
Mstep: Class 6 contains 25921 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362619 members 
Mstep: Class 10 contains 232966 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5949 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5099 members 
Mstep: Class 19 contains 9369 members 
Mstep: Class 20 contains 42241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494558.000000 Penalty: 9825.448242
Iteration 150Q: 17 clusters Score -2.149456e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11586 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362628 members 
Mstep: Class 10 contains 232963 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5947 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 9319 members 
Mstep: Class 20 contains 42242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494576.000000 Penalty: 9825.448242
Iteration 151Q: 17 clusters Score -2.149458e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11644 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 1978 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362638 members 
Mstep: Class 10 contains 232964 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5940 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5058 members 
Mstep: Class 19 contains 9273 members 
Mstep: Class 20 contains 42245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494572.000000 Penalty: 9825.448242
Iteration 152Q: 17 clusters Score -2.149457e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11710 members 
Mstep: Class 6 contains 25919 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362648 members 
Mstep: Class 10 contains 232963 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 9224 members 
Mstep: Class 20 contains 42247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494520.000000 Penalty: 9825.448242
Iteration 153Q: 17 clusters Score -2.149452e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 11783 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362658 members 
Mstep: Class 10 contains 232956 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5928 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 5017 members 
Mstep: Class 19 contains 9171 members 
Mstep: Class 20 contains 42250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494566.000000 Penalty: 9825.448242
Iteration 154Q: 17 clusters Score -2.149457e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 355 members 
Mstep: Class 5 contains 11863 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362667 members 
Mstep: Class 10 contains 232948 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5923 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 4996 members 
Mstep: Class 19 contains 9114 members 
Mstep: Class 20 contains 42250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494576.000000 Penalty: 9825.448242
Iteration 155Q: 17 clusters Score -2.149458e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 11959 members 
Mstep: Class 6 contains 25918 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362679 members 
Mstep: Class 10 contains 232938 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5915 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 4972 members 
Mstep: Class 19 contains 9044 members 
Mstep: Class 20 contains 42255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494572.000000 Penalty: 9825.448242
Iteration 156Q: 17 clusters Score -2.149457e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 12047 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362691 members 
Mstep: Class 10 contains 232922 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5909 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 4956 members 
Mstep: Class 19 contains 8977 members 
Mstep: Class 20 contains 42260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494516.000000 Penalty: 9825.448242
Iteration 157Q: 17 clusters Score -2.149452e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 12143 members 
Mstep: Class 6 contains 25915 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362703 members 
Mstep: Class 10 contains 232912 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 4934 members 
Mstep: Class 19 contains 8906 members 
Mstep: Class 20 contains 42264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494522.000000 Penalty: 9825.448242
Iteration 158Q: 17 clusters Score -2.149452e+07 nChanged 123
Entering ConstructFrom: 
Score: -21494522.000000 Penalty: 9825.448242
Entering ConstructFrom: 
Trying to split cluster 1 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -72174.476562 Penalty: 350.156982
	Iteration 0F: 2 clusters Score -72174.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -70593.984375 Penalty: 700.313965
	Iteration 0F: 3 clusters Score -70593.98 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -71218.882812 Penalty: 700.313965
	Iteration 1F: 3 clusters Score -71218.88 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -71362.648438 Penalty: 700.313965
	Iteration 2F: 3 clusters Score -71362.65 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -71501.179688 Penalty: 700.313965
	Iteration 3F: 3 clusters Score -71501.18 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -71674.992188 Penalty: 700.313965
	Iteration 4F: 3 clusters Score -71674.99 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -71815.703125 Penalty: 700.313965
	Iteration 5F: 3 clusters Score -71815.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -71893.867188 Penalty: 700.313965
	Iteration 6Q: 3 clusters Score -71893.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -71926.304688 Penalty: 700.313965
	Iteration 7Q: 3 clusters Score -71926.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -71939.351562 Penalty: 700.313965
	Iteration 8Q: 3 clusters Score -71939.35 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -71947.039062 Penalty: 700.313965
	Iteration 9Q: 3 clusters Score -71947.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -71949.757812 Penalty: 700.313965
	Iteration 10Q: 3 clusters Score -71949.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -71953.585938 Penalty: 700.313965
	Iteration 11Q: 3 clusters Score -71953.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -71957.187500 Penalty: 700.313965
	Iteration 12Q: 3 clusters Score -71957.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -71965.125000 Penalty: 700.313965
	Iteration 13Q: 3 clusters Score -71965.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71970.062500 Penalty: 700.313965
	Iteration 14Q: 3 clusters Score -71970.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -71977.320312 Penalty: 700.313965
	Iteration 15Q: 3 clusters Score -71977.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71984.796875 Penalty: 700.313965
	Iteration 16Q: 3 clusters Score -71984.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -71989.289062 Penalty: 700.313965
	Iteration 17Q: 3 clusters Score -71989.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -71992.570312 Penalty: 700.313965
	Iteration 18Q: 3 clusters Score -71992.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -71993.968750 Penalty: 700.313965
	Iteration 19Q: 3 clusters Score -71993.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -71994.671875 Penalty: 700.313965
	Iteration 20F: 3 clusters Score -71994.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -71995.656250 Penalty: 700.313965
	Iteration 21Q: 3 clusters Score -71995.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -71996.070312 Penalty: 700.313965
	Iteration 22Q: 3 clusters Score -71996.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -71996.375000 Penalty: 700.313965
	Iteration 23Q: 3 clusters Score -71996.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -71996.335938 Penalty: 700.313965
	Iteration 24Q: 3 clusters Score -71996.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -71996.335938 Penalty: 700.313965
	Iteration 25F: 3 clusters Score -71996.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -73118.476562 Penalty: 350.094879
	Iteration 0F: 2 clusters Score -73118.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -71522.023438 Penalty: 700.189758
	Iteration 0F: 3 clusters Score -71522.02 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -72029.937500 Penalty: 700.189758
	Iteration 1F: 3 clusters Score -72029.94 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -72122.375000 Penalty: 700.189758
	Iteration 2F: 3 clusters Score -72122.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -72210.187500 Penalty: 700.189758
	Iteration 3F: 3 clusters Score -72210.19 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -72304.867188 Penalty: 700.189758
	Iteration 4F: 3 clusters Score -72304.87 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -72391.335938 Penalty: 700.189758
	Iteration 5F: 3 clusters Score -72391.34 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -72499.796875 Penalty: 700.189758
	Iteration 6F: 3 clusters Score -72499.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -72599.429688 Penalty: 700.189758
	Iteration 7F: 3 clusters Score -72599.43 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -72656.484375 Penalty: 700.189758
	Iteration 8Q: 3 clusters Score -72656.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -72682.218750 Penalty: 700.189758
	Iteration 9Q: 3 clusters Score -72682.22 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -72691.015625 Penalty: 700.189758
	Iteration 10Q: 3 clusters Score -72691.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -72696.789062 Penalty: 700.189758
	Iteration 11Q: 3 clusters Score -72696.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -72702.929688 Penalty: 700.189758
	Iteration 12Q: 3 clusters Score -72702.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -72708.375000 Penalty: 700.189758
	Iteration 13Q: 3 clusters Score -72708.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -72712.906250 Penalty: 700.189758
	Iteration 14Q: 3 clusters Score -72712.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -72717.703125 Penalty: 700.189758
	Iteration 15Q: 3 clusters Score -72717.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -72722.851562 Penalty: 700.189758
	Iteration 16Q: 3 clusters Score -72722.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -72725.070312 Penalty: 700.189758
	Iteration 17Q: 3 clusters Score -72725.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72727.085938 Penalty: 700.189758
	Iteration 18Q: 3 clusters Score -72727.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72729.773438 Penalty: 700.189758
	Iteration 19Q: 3 clusters Score -72729.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -72731.617188 Penalty: 700.189758
	Iteration 20F: 3 clusters Score -72731.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -72733.523438 Penalty: 700.189758
	Iteration 21Q: 3 clusters Score -72733.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -72735.289062 Penalty: 700.189758
	Iteration 22Q: 3 clusters Score -72735.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72735.875000 Penalty: 700.189758
	Iteration 23Q: 3 clusters Score -72735.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -72736.398438 Penalty: 700.189758
	Iteration 24Q: 3 clusters Score -72736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -72736.875000 Penalty: 700.189758
	Iteration 25Q: 3 clusters Score -72736.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -72737.390625 Penalty: 700.189758
	Iteration 26Q: 3 clusters Score -72737.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -72738.593750 Penalty: 700.189758
	Iteration 27Q: 3 clusters Score -72738.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72739.835938 Penalty: 700.189758
	Iteration 28Q: 3 clusters Score -72739.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -72742.015625 Penalty: 700.189758
	Iteration 29Q: 3 clusters Score -72742.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -72744.453125 Penalty: 700.189758
	Iteration 30Q: 3 clusters Score -72744.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -72746.375000 Penalty: 700.189758
	Iteration 31Q: 3 clusters Score -72746.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -72748.851562 Penalty: 700.189758
	Iteration 32Q: 3 clusters Score -72748.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -72750.820312 Penalty: 700.189758
	Iteration 33Q: 3 clusters Score -72750.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -72752.859375 Penalty: 700.189758
	Iteration 34Q: 3 clusters Score -72752.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -72754.554688 Penalty: 700.189758
	Iteration 35Q: 3 clusters Score -72754.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -72758.234375 Penalty: 700.189758
	Iteration 36Q: 3 clusters Score -72758.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -72761.687500 Penalty: 700.189758
	Iteration 37Q: 3 clusters Score -72761.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -72763.726562 Penalty: 700.189758
	Iteration 38Q: 3 clusters Score -72763.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -72766.015625 Penalty: 700.189758
	Iteration 39Q: 3 clusters Score -72766.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72770.523438 Penalty: 700.189758
	Iteration 40F: 3 clusters Score -72770.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -72775.234375 Penalty: 700.189758
	Iteration 41Q: 3 clusters Score -72775.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -72776.945312 Penalty: 700.189758
	Iteration 42Q: 3 clusters Score -72776.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72777.984375 Penalty: 700.189758
	Iteration 43Q: 3 clusters Score -72777.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -72779.804688 Penalty: 700.189758
	Iteration 44Q: 3 clusters Score -72779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72781.171875 Penalty: 700.189758
	Iteration 45Q: 3 clusters Score -72781.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72782.023438 Penalty: 700.189758
	Iteration 46Q: 3 clusters Score -72782.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72782.414062 Penalty: 700.189758
	Iteration 47Q: 3 clusters Score -72782.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -72783.023438 Penalty: 700.189758
	Iteration 48Q: 3 clusters Score -72783.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72783.937500 Penalty: 700.189758
	Iteration 49Q: 3 clusters Score -72783.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -72785.882812 Penalty: 700.189758
	Iteration 50Q: 3 clusters Score -72785.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -72786.265625 Penalty: 700.189758
	Iteration 51Q: 3 clusters Score -72786.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72786.507812 Penalty: 700.189758
	Iteration 52Q: 3 clusters Score -72786.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72787.031250 Penalty: 700.189758
	Iteration 53Q: 3 clusters Score -72787.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72787.312500 Penalty: 700.189758
	Iteration 54Q: 3 clusters Score -72787.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -72787.312500 Penalty: 700.189758
	Iteration 55F: 3 clusters Score -72787.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -151778.984375 Penalty: 383.440704
	Iteration 0F: 2 clusters Score -151779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -148670.031250 Penalty: 766.881409
	Iteration 0F: 3 clusters Score -148670 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -149879.578125 Penalty: 766.881409
	Iteration 1F: 3 clusters Score -149879.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -150036.546875 Penalty: 766.881409
	Iteration 2F: 3 clusters Score -150036.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -150195.296875 Penalty: 766.881409
	Iteration 3F: 3 clusters Score -150195.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -150326.796875 Penalty: 766.881409
	Iteration 4F: 3 clusters Score -150326.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -150472.718750 Penalty: 766.881409
	Iteration 5Q: 3 clusters Score -150472.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -150627.843750 Penalty: 766.881409
	Iteration 6Q: 3 clusters Score -150627.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -150784.687500 Penalty: 766.881409
	Iteration 7Q: 3 clusters Score -150784.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -150887.484375 Penalty: 766.881409
	Iteration 8Q: 3 clusters Score -150887.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -150965.062500 Penalty: 766.881409
	Iteration 9Q: 3 clusters Score -150965.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -151014.156250 Penalty: 766.881409
	Iteration 10Q: 3 clusters Score -151014.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -151056.390625 Penalty: 766.881409
	Iteration 11Q: 3 clusters Score -151056.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -151092.703125 Penalty: 766.881409
	Iteration 12Q: 3 clusters Score -151092.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -151131.703125 Penalty: 766.881409
	Iteration 13Q: 3 clusters Score -151131.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -151172.531250 Penalty: 766.881409
	Iteration 14Q: 3 clusters Score -151172.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -151220.906250 Penalty: 766.881409
	Iteration 15Q: 3 clusters Score -151220.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -151264.546875 Penalty: 766.881409
	Iteration 16Q: 3 clusters Score -151264.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -151295.359375 Penalty: 766.881409
	Iteration 17Q: 3 clusters Score -151295.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -151328.171875 Penalty: 766.881409
	Iteration 18Q: 3 clusters Score -151328.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -151349.453125 Penalty: 766.881409
	Iteration 19Q: 3 clusters Score -151349.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -151368.921875 Penalty: 766.881409
	Iteration 20F: 3 clusters Score -151368.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -151381.875000 Penalty: 766.881409
	Iteration 21Q: 3 clusters Score -151381.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -151391.937500 Penalty: 766.881409
	Iteration 22Q: 3 clusters Score -151391.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -151398.140625 Penalty: 766.881409
	Iteration 23Q: 3 clusters Score -151398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -151402.421875 Penalty: 766.881409
	Iteration 24Q: 3 clusters Score -151402.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -151404.843750 Penalty: 766.881409
	Iteration 25Q: 3 clusters Score -151404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -151407.859375 Penalty: 766.881409
	Iteration 26Q: 3 clusters Score -151407.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -151411.312500 Penalty: 766.881409
	Iteration 27Q: 3 clusters Score -151411.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -151414.546875 Penalty: 766.881409
	Iteration 28Q: 3 clusters Score -151414.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -151417.015625 Penalty: 766.881409
	Iteration 29Q: 3 clusters Score -151417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151420.640625 Penalty: 766.881409
	Iteration 30Q: 3 clusters Score -151420.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151424.375000 Penalty: 766.881409
	Iteration 31Q: 3 clusters Score -151424.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151426.546875 Penalty: 766.881409
	Iteration 32Q: 3 clusters Score -151426.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -151427.984375 Penalty: 766.881409
	Iteration 33Q: 3 clusters Score -151428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -151428.593750 Penalty: 766.881409
	Iteration 34Q: 3 clusters Score -151428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -151429.265625 Penalty: 766.881409
	Iteration 35Q: 3 clusters Score -151429.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -151430.156250 Penalty: 766.881409
	Iteration 36Q: 3 clusters Score -151430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -151432.078125 Penalty: 766.881409
	Iteration 37Q: 3 clusters Score -151432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151435.468750 Penalty: 766.881409
	Iteration 38Q: 3 clusters Score -151435.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -151438.671875 Penalty: 766.881409
	Iteration 39Q: 3 clusters Score -151438.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -151440.140625 Penalty: 766.881409
	Iteration 40F: 3 clusters Score -151440.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -151442.921875 Penalty: 766.881409
	Iteration 41Q: 3 clusters Score -151442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -151443.890625 Penalty: 766.881409
	Iteration 42Q: 3 clusters Score -151443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -151445.203125 Penalty: 766.881409
	Iteration 43Q: 3 clusters Score -151445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -151446.156250 Penalty: 766.881409
	Iteration 44Q: 3 clusters Score -151446.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -151446.843750 Penalty: 766.881409
	Iteration 45Q: 3 clusters Score -151446.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -151447.515625 Penalty: 766.881409
	Iteration 46Q: 3 clusters Score -151447.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -151447.703125 Penalty: 766.881409
	Iteration 47Q: 3 clusters Score -151447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -151448.187500 Penalty: 766.881409
	Iteration 48Q: 3 clusters Score -151448.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -151449.250000 Penalty: 766.881409
	Iteration 49Q: 3 clusters Score -151449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -151449.843750 Penalty: 766.881409
	Iteration 50Q: 3 clusters Score -151449.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -151450.218750 Penalty: 766.881409
	Iteration 51Q: 3 clusters Score -151450.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -151450.437500 Penalty: 766.881409
	Iteration 52Q: 3 clusters Score -151450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -151450.937500 Penalty: 766.881409
	Iteration 53Q: 3 clusters Score -151450.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -151451.546875 Penalty: 766.881409
	Iteration 54Q: 3 clusters Score -151451.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151451.953125 Penalty: 766.881409
	Iteration 55Q: 3 clusters Score -151452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -151451.953125 Penalty: 766.881409
	Iteration 56F: 3 clusters Score -151452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -8230.837891 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -8230.838 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 182 members 
Entering Unmasked Estep 
Score: -7837.849121 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -7837.849 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -7949.139160 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -7949.139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -7994.375977 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -7994.376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8028.511230 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -8028.511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -8049.793945 Penalty: 534.106018
	Iteration 4F: 3 clusters Score -8049.794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -8070.570312 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -8070.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8094.452148 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -8094.452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8107.011230 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -8107.011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8126.386230 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -8126.386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -8138.804199 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -8138.804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -8149.520508 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -8149.521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -8153.711426 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -8153.711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8157.175293 Penalty: 534.106018
	Iteration 12Q: 3 clusters Score -8157.175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8157.787598 Penalty: 534.106018
	Iteration 13Q: 3 clusters Score -8157.788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -8157.787598 Penalty: 534.106018
	Iteration 14F: 3 clusters Score -8157.788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -360658.875000 Penalty: 428.207642
	Iteration 0F: 2 clusters Score -360658.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -352577.343750 Penalty: 856.415283
	Iteration 0F: 3 clusters Score -352577.3 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -355845.750000 Penalty: 856.415283
	Iteration 1F: 3 clusters Score -355845.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -355963.968750 Penalty: 856.415283
	Iteration 2Q: 3 clusters Score -355964 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -356069.906250 Penalty: 856.415283
	Iteration 3Q: 3 clusters Score -356069.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -356221.843750 Penalty: 856.415283
	Iteration 4Q: 3 clusters Score -356221.8 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -356437.625000 Penalty: 856.415283
	Iteration 5Q: 3 clusters Score -356437.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -356843.312500 Penalty: 856.415283
	Iteration 6F: 3 clusters Score -356843.3 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -357515.718750 Penalty: 856.415283
	Iteration 7F: 3 clusters Score -357515.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -358401.062500 Penalty: 856.415283
	Iteration 8F: 3 clusters Score -358401.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -359211.468750 Penalty: 856.415283
	Iteration 9F: 3 clusters Score -359211.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -359714.781250 Penalty: 856.415283
	Iteration 10Q: 3 clusters Score -359714.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -360005.187500 Penalty: 856.415283
	Iteration 11Q: 3 clusters Score -360005.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -360148.312500 Penalty: 856.415283
	Iteration 12Q: 3 clusters Score -360148.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -360215.312500 Penalty: 856.415283
	Iteration 13Q: 3 clusters Score -360215.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -360248.968750 Penalty: 856.415283
	Iteration 14Q: 3 clusters Score -360249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -360267.031250 Penalty: 856.415283
	Iteration 15Q: 3 clusters Score -360267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -360276.875000 Penalty: 856.415283
	Iteration 16Q: 3 clusters Score -360276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -360281.937500 Penalty: 856.415283
	Iteration 17Q: 3 clusters Score -360281.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -360289.312500 Penalty: 856.415283
	Iteration 18Q: 3 clusters Score -360289.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -360297.375000 Penalty: 856.415283
	Iteration 19Q: 3 clusters Score -360297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -360301.781250 Penalty: 856.415283
	Iteration 20F: 3 clusters Score -360301.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -360302.593750 Penalty: 856.415283
	Iteration 21Q: 3 clusters Score -360302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -360302.593750 Penalty: 856.415283
	Iteration 22F: 3 clusters Score -360302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25914 members 
Entering Unmasked Estep 
Score: -825679.750000 Penalty: 462.395508
	Iteration 0F: 2 clusters Score -825679.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -808378.750000 Penalty: 924.791016
	Iteration 0F: 3 clusters Score -808378.8 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -815881.562500 Penalty: 924.791016
	Iteration 1F: 3 clusters Score -815881.6 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -816429.187500 Penalty: 924.791016
	Iteration 2F: 3 clusters Score -816429.2 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -817354.812500 Penalty: 924.791016
	Iteration 3F: 3 clusters Score -817354.8 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -818874.750000 Penalty: 924.791016
	Iteration 4F: 3 clusters Score -818874.8 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -820893.812500 Penalty: 924.791016
	Iteration 5F: 3 clusters Score -820893.8 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -822853.812500 Penalty: 924.791016
	Iteration 6F: 3 clusters Score -822853.8 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -824262.687500 Penalty: 924.791016
	Iteration 7F: 3 clusters Score -824262.7 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -824969.000000 Penalty: 924.791016
	Iteration 8Q: 3 clusters Score -824969 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -825302.937500 Penalty: 924.791016
	Iteration 9Q: 3 clusters Score -825302.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -825465.812500 Penalty: 924.791016
	Iteration 10Q: 3 clusters Score -825465.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -825549.687500 Penalty: 924.791016
	Iteration 11Q: 3 clusters Score -825549.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -825606.250000 Penalty: 924.791016
	Iteration 12Q: 3 clusters Score -825606.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -825635.375000 Penalty: 924.791016
	Iteration 13Q: 3 clusters Score -825635.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -825651.812500 Penalty: 924.791016
	Iteration 14Q: 3 clusters Score -825651.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -825661.437500 Penalty: 924.791016
	Iteration 15Q: 3 clusters Score -825661.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -825670.437500 Penalty: 924.791016
	Iteration 16Q: 3 clusters Score -825670.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -825675.812500 Penalty: 924.791016
	Iteration 17Q: 3 clusters Score -825675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -825676.937500 Penalty: 924.791016
	Iteration 18Q: 3 clusters Score -825676.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -825678.812500 Penalty: 924.791016
	Iteration 19Q: 3 clusters Score -825678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -825680.437500 Penalty: 924.791016
	Iteration 20F: 3 clusters Score -825680.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -825683.750000 Penalty: 924.791016
	Iteration 21Q: 3 clusters Score -825683.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -825684.062500 Penalty: 924.791016
	Iteration 22Q: 3 clusters Score -825684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -825687.000000 Penalty: 924.791016
	Iteration 23Q: 3 clusters Score -825687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -825686.187500 Penalty: 924.791016
	Iteration 24Q: 3 clusters Score -825686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -825687.187500 Penalty: 924.791016
	Iteration 25Q: 3 clusters Score -825687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -825687.937500 Penalty: 924.791016
	Iteration 26Q: 3 clusters Score -825687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -825687.062500 Penalty: 924.791016
	Iteration 27Q: 3 clusters Score -825687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -825687.312500 Penalty: 924.791016
	Iteration 28Q: 3 clusters Score -825687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -825687.312500 Penalty: 924.791016
	Iteration 29F: 3 clusters Score -825687.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 12224 members 
Mstep: Class 6 contains 25176 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362707 members 
Mstep: Class 10 contains 232906 members 
Mstep: Class 11 contains 738 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 4914 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 42266 members 
Entering Unmasked Estep 
Score: -21494440.000000 Penalty: 10439.538086
Splitting cluster 6 changes total score from -21494522.000000 to -21494440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Entering Unmasked Estep 
Score: -53519.480469 Penalty: 345.452667
	Iteration 0F: 2 clusters Score -53519.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -52101.593750 Penalty: 690.905334
	Iteration 0F: 3 clusters Score -52101.59 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -52584.867188 Penalty: 690.905334
	Iteration 1F: 3 clusters Score -52584.87 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -52660.613281 Penalty: 690.905334
	Iteration 2F: 3 clusters Score -52660.61 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -52713.507812 Penalty: 690.905334
	Iteration 3F: 3 clusters Score -52713.51 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -52770.855469 Penalty: 690.905334
	Iteration 4Q: 3 clusters Score -52770.86 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -52837.929688 Penalty: 690.905334
	Iteration 5Q: 3 clusters Score -52837.93 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -52945.347656 Penalty: 690.905334
	Iteration 6Q: 3 clusters Score -52945.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -53009.933594 Penalty: 690.905334
	Iteration 7Q: 3 clusters Score -53009.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -53056.820312 Penalty: 690.905334
	Iteration 8Q: 3 clusters Score -53056.82 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -53090.652344 Penalty: 690.905334
	Iteration 9Q: 3 clusters Score -53090.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -53113.039062 Penalty: 690.905334
	Iteration 10Q: 3 clusters Score -53113.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -53125.863281 Penalty: 690.905334
	Iteration 11Q: 3 clusters Score -53125.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -53134.761719 Penalty: 690.905334
	Iteration 12Q: 3 clusters Score -53134.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -53144.035156 Penalty: 690.905334
	Iteration 13Q: 3 clusters Score -53144.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -53152.175781 Penalty: 690.905334
	Iteration 14Q: 3 clusters Score -53152.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -53162.503906 Penalty: 690.905334
	Iteration 15Q: 3 clusters Score -53162.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -53169.312500 Penalty: 690.905334
	Iteration 16Q: 3 clusters Score -53169.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -53172.058594 Penalty: 690.905334
	Iteration 17Q: 3 clusters Score -53172.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -53175.257812 Penalty: 690.905334
	Iteration 18Q: 3 clusters Score -53175.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -53178.679688 Penalty: 690.905334
	Iteration 19Q: 3 clusters Score -53178.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -53182.492188 Penalty: 690.905334
	Iteration 20F: 3 clusters Score -53182.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -53188.117188 Penalty: 690.905334
	Iteration 21Q: 3 clusters Score -53188.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -53193.683594 Penalty: 690.905334
	Iteration 22Q: 3 clusters Score -53193.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -53197.875000 Penalty: 690.905334
	Iteration 23Q: 3 clusters Score -53197.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -53199.371094 Penalty: 690.905334
	Iteration 24Q: 3 clusters Score -53199.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -53201.234375 Penalty: 690.905334
	Iteration 25Q: 3 clusters Score -53201.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -53204.953125 Penalty: 690.905334
	Iteration 26Q: 3 clusters Score -53204.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -53206.015625 Penalty: 690.905334
	Iteration 27Q: 3 clusters Score -53206.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -53206.902344 Penalty: 690.905334
	Iteration 28Q: 3 clusters Score -53206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -53208.781250 Penalty: 690.905334
	Iteration 29Q: 3 clusters Score -53208.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -53212.015625 Penalty: 690.905334
	Iteration 30Q: 3 clusters Score -53212.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -53213.398438 Penalty: 690.905334
	Iteration 31Q: 3 clusters Score -53213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -53214.671875 Penalty: 690.905334
	Iteration 32Q: 3 clusters Score -53214.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -53215.335938 Penalty: 690.905334
	Iteration 33Q: 3 clusters Score -53215.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -53216.828125 Penalty: 690.905334
	Iteration 34Q: 3 clusters Score -53216.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -53220.347656 Penalty: 690.905334
	Iteration 35Q: 3 clusters Score -53220.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -53225.820312 Penalty: 690.905334
	Iteration 36Q: 3 clusters Score -53225.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -53229.722656 Penalty: 690.905334
	Iteration 37Q: 3 clusters Score -53229.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -53232.144531 Penalty: 690.905334
	Iteration 38Q: 3 clusters Score -53232.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -53235.746094 Penalty: 690.905334
	Iteration 39Q: 3 clusters Score -53235.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -53238.320312 Penalty: 690.905334
	Iteration 40F: 3 clusters Score -53238.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -53239.636719 Penalty: 690.905334
	Iteration 41Q: 3 clusters Score -53239.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -53239.953125 Penalty: 690.905334
	Iteration 42Q: 3 clusters Score -53239.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -53240.078125 Penalty: 690.905334
	Iteration 43Q: 3 clusters Score -53240.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -53240.496094 Penalty: 690.905334
	Iteration 44Q: 3 clusters Score -53240.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -53240.496094 Penalty: 690.905334
	Iteration 45F: 3 clusters Score -53240.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -67739.437500 Penalty: 349.025696
	Iteration 0F: 2 clusters Score -67739.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -66199.781250 Penalty: 698.051392
	Iteration 0F: 3 clusters Score -66199.78 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -66684.257812 Penalty: 698.051392
	Iteration 1F: 3 clusters Score -66684.26 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -66767.460938 Penalty: 698.051392
	Iteration 2F: 3 clusters Score -66767.46 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -66847.515625 Penalty: 698.051392
	Iteration 3F: 3 clusters Score -66847.52 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -66923.507812 Penalty: 698.051392
	Iteration 4F: 3 clusters Score -66923.51 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -66987.890625 Penalty: 698.051392
	Iteration 5Q: 3 clusters Score -66987.89 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -67059.171875 Penalty: 698.051392
	Iteration 6Q: 3 clusters Score -67059.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -67114.992188 Penalty: 698.051392
	Iteration 7Q: 3 clusters Score -67114.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -67164.859375 Penalty: 698.051392
	Iteration 8Q: 3 clusters Score -67164.86 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -67197.023438 Penalty: 698.051392
	Iteration 9Q: 3 clusters Score -67197.02 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -67226.015625 Penalty: 698.051392
	Iteration 10Q: 3 clusters Score -67226.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -67245.640625 Penalty: 698.051392
	Iteration 11Q: 3 clusters Score -67245.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -67263.539062 Penalty: 698.051392
	Iteration 12Q: 3 clusters Score -67263.54 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -67285.625000 Penalty: 698.051392
	Iteration 13Q: 3 clusters Score -67285.62 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -67300.695312 Penalty: 698.051392
	Iteration 14Q: 3 clusters Score -67300.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -67315.570312 Penalty: 698.051392
	Iteration 15Q: 3 clusters Score -67315.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -67332.546875 Penalty: 698.051392
	Iteration 16Q: 3 clusters Score -67332.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -67343.890625 Penalty: 698.051392
	Iteration 17Q: 3 clusters Score -67343.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -67350.289062 Penalty: 698.051392
	Iteration 18Q: 3 clusters Score -67350.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -67359.601562 Penalty: 698.051392
	Iteration 19Q: 3 clusters Score -67359.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -67371.007812 Penalty: 698.051392
	Iteration 20F: 3 clusters Score -67371.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -67377.414062 Penalty: 698.051392
	Iteration 21Q: 3 clusters Score -67377.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -67381.554688 Penalty: 698.051392
	Iteration 22Q: 3 clusters Score -67381.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -67383.296875 Penalty: 698.051392
	Iteration 23Q: 3 clusters Score -67383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -67383.765625 Penalty: 698.051392
	Iteration 24Q: 3 clusters Score -67383.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -67384.375000 Penalty: 698.051392
	Iteration 25Q: 3 clusters Score -67384.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -67384.914062 Penalty: 698.051392
	Iteration 26Q: 3 clusters Score -67384.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -67385.210938 Penalty: 698.051392
	Iteration 27Q: 3 clusters Score -67385.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -67385.554688 Penalty: 698.051392
	Iteration 28Q: 3 clusters Score -67385.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -67385.750000 Penalty: 698.051392
	Iteration 29Q: 3 clusters Score -67385.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -67386.140625 Penalty: 698.051392
	Iteration 30Q: 3 clusters Score -67386.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -67386.632812 Penalty: 698.051392
	Iteration 31Q: 3 clusters Score -67386.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -67387.203125 Penalty: 698.051392
	Iteration 32Q: 3 clusters Score -67387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -67387.937500 Penalty: 698.051392
	Iteration 33Q: 3 clusters Score -67387.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -67388.007812 Penalty: 698.051392
	Iteration 34Q: 3 clusters Score -67388.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -67388.343750 Penalty: 698.051392
	Iteration 35Q: 3 clusters Score -67388.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -67388.500000 Penalty: 698.051392
	Iteration 36Q: 3 clusters Score -67388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -67388.554688 Penalty: 698.051392
	Iteration 37Q: 3 clusters Score -67388.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67388.750000 Penalty: 698.051392
	Iteration 38Q: 3 clusters Score -67388.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -67388.750000 Penalty: 698.051392
	Iteration 39F: 3 clusters Score -67388.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362707 members 
Entering Unmasked Estep 
Score: -11450571.000000 Penalty: 582.461426
	Iteration 0F: 2 clusters Score -1.145057e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181580 members 
Mstep: Class 2 contains 181127 members 
Entering Unmasked Estep 
Score: -11203192.000000 Penalty: 1164.922852
	Iteration 0F: 3 clusters Score -1.120319e+07 nChanged 179181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200485 members 
Mstep: Class 2 contains 162222 members 
Entering Unmasked Estep 
Score: -11317334.000000 Penalty: 1164.922852
	Iteration 1F: 3 clusters Score -1.131733e+07 nChanged 14872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210063 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -11322985.000000 Penalty: 1164.922852
	Iteration 2Q: 3 clusters Score -1.132298e+07 nChanged 17961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223270 members 
Mstep: Class 2 contains 139437 members 
Entering Unmasked Estep 
Score: -11332880.000000 Penalty: 1164.922852
	Iteration 3Q: 3 clusters Score -1.133288e+07 nChanged 21554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240220 members 
Mstep: Class 2 contains 122487 members 
Entering Unmasked Estep 
Score: -11349023.000000 Penalty: 1164.922852
	Iteration 4F: 3 clusters Score -1.134902e+07 nChanged 23449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258535 members 
Mstep: Class 2 contains 104172 members 
Entering Unmasked Estep 
Score: -11370142.000000 Penalty: 1164.922852
	Iteration 5F: 3 clusters Score -1.137014e+07 nChanged 21581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273992 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -11388843.000000 Penalty: 1164.922852
	Iteration 6F: 3 clusters Score -1.138884e+07 nChanged 16583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285315 members 
Mstep: Class 2 contains 77392 members 
Entering Unmasked Estep 
Score: -11399712.000000 Penalty: 1164.922852
	Iteration 7Q: 3 clusters Score -1.139971e+07 nChanged 11792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294817 members 
Mstep: Class 2 contains 67890 members 
Entering Unmasked Estep 
Score: -11405504.000000 Penalty: 1164.922852
	Iteration 8Q: 3 clusters Score -1.14055e+07 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304055 members 
Mstep: Class 2 contains 58652 members 
Entering Unmasked Estep 
Score: -11410294.000000 Penalty: 1164.922852
	Iteration 9Q: 3 clusters Score -1.141029e+07 nChanged 9095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313128 members 
Mstep: Class 2 contains 49579 members 
Entering Unmasked Estep 
Score: -11415088.000000 Penalty: 1164.922852
	Iteration 10Q: 3 clusters Score -1.141509e+07 nChanged 9134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322262 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -11420497.000000 Penalty: 1164.922852
	Iteration 11Q: 3 clusters Score -1.14205e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330836 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -11425952.000000 Penalty: 1164.922852
	Iteration 12Q: 3 clusters Score -1.142595e+07 nChanged 7845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338681 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -11431348.000000 Penalty: 1164.922852
	Iteration 13Q: 3 clusters Score -1.143135e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345381 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -11436414.000000 Penalty: 1164.922852
	Iteration 14Q: 3 clusters Score -1.143641e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350957 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -11440699.000000 Penalty: 1164.922852
	Iteration 15Q: 3 clusters Score -1.14407e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355282 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -11444107.000000 Penalty: 1164.922852
	Iteration 16Q: 3 clusters Score -1.144411e+07 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358468 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -11446700.000000 Penalty: 1164.922852
	Iteration 17Q: 3 clusters Score -1.14467e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360518 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -11448307.000000 Penalty: 1164.922852
	Iteration 18Q: 3 clusters Score -1.144831e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361682 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11449223.000000 Penalty: 1164.922852
	Iteration 19Q: 3 clusters Score -1.144922e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362235 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11449629.000000 Penalty: 1164.922852
	Iteration 20F: 3 clusters Score -1.144963e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362482 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11449837.000000 Penalty: 1164.922852
	Iteration 21Q: 3 clusters Score -1.144984e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362584 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -11449952.000000 Penalty: 1164.922852
	Iteration 22Q: 3 clusters Score -1.144995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362615 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -11449991.000000 Penalty: 1164.922852
	Iteration 23Q: 3 clusters Score -1.144999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362632 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11450007.000000 Penalty: 1164.922852
	Iteration 24Q: 3 clusters Score -1.145001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362640 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11450021.000000 Penalty: 1164.922852
	Iteration 25Q: 3 clusters Score -1.145002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362644 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11450026.000000 Penalty: 1164.922852
	Iteration 26Q: 3 clusters Score -1.145003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362644 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11450030.000000 Penalty: 1164.922852
	Iteration 27Q: 3 clusters Score -1.145003e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362646 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11450035.000000 Penalty: 1164.922852
	Iteration 28Q: 3 clusters Score -1.145004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362646 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11450035.000000 Penalty: 1164.922852
	Iteration 29F: 3 clusters Score -1.145004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (232906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232906 members 
Entering Unmasked Estep 
Score: -6922133.000000 Penalty: 562.306763
	Iteration 0F: 2 clusters Score -6922133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116419 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
Score: -6763424.000000 Penalty: 1124.613525
	Iteration 0F: 3 clusters Score -6763424 nChanged 114706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 118769 members 
Entering Unmasked Estep 
Score: -6835418.500000 Penalty: 1124.613525
	Iteration 1F: 3 clusters Score -6835418 nChanged 7879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 120808 members 
Entering Unmasked Estep 
Score: -6837535.500000 Penalty: 1124.613525
	Iteration 2Q: 3 clusters Score -6837536 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 123797 members 
Entering Unmasked Estep 
Score: -6840478.000000 Penalty: 1124.613525
	Iteration 3Q: 3 clusters Score -6840478 nChanged 10044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104829 members 
Mstep: Class 2 contains 128077 members 
Entering Unmasked Estep 
Score: -6844387.000000 Penalty: 1124.613525
	Iteration 4Q: 3 clusters Score -6844387 nChanged 11652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98819 members 
Mstep: Class 2 contains 134087 members 
Entering Unmasked Estep 
Score: -6850621.000000 Penalty: 1124.613525
	Iteration 5F: 3 clusters Score -6850621 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 141370 members 
Entering Unmasked Estep 
Score: -6859987.000000 Penalty: 1124.613525
	Iteration 6F: 3 clusters Score -6859987 nChanged 14554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 149028 members 
Entering Unmasked Estep 
Score: -6871671.000000 Penalty: 1124.613525
	Iteration 7F: 3 clusters Score -6871671 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 155350 members 
Entering Unmasked Estep 
Score: -6880722.000000 Penalty: 1124.613525
	Iteration 8F: 3 clusters Score -6880722 nChanged 9709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72589 members 
Mstep: Class 2 contains 160317 members 
Entering Unmasked Estep 
Score: -6884957.000000 Penalty: 1124.613525
	Iteration 9Q: 3 clusters Score -6884957 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67984 members 
Mstep: Class 2 contains 164922 members 
Entering Unmasked Estep 
Score: -6887105.000000 Penalty: 1124.613525
	Iteration 10Q: 3 clusters Score -6887105 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63272 members 
Mstep: Class 2 contains 169634 members 
Entering Unmasked Estep 
Score: -6888710.500000 Penalty: 1124.613525
	Iteration 11Q: 3 clusters Score -6888710 nChanged 4990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58304 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -6890512.000000 Penalty: 1124.613525
	Iteration 12Q: 3 clusters Score -6890512 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53164 members 
Mstep: Class 2 contains 179742 members 
Entering Unmasked Estep 
Score: -6892397.500000 Penalty: 1124.613525
	Iteration 13Q: 3 clusters Score -6892398 nChanged 5185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 184927 members 
Entering Unmasked Estep 
Score: -6894399.500000 Penalty: 1124.613525
	Iteration 14Q: 3 clusters Score -6894400 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 190240 members 
Entering Unmasked Estep 
Score: -6896633.000000 Penalty: 1124.613525
	Iteration 15Q: 3 clusters Score -6896633 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 195597 members 
Entering Unmasked Estep 
Score: -6899119.000000 Penalty: 1124.613525
	Iteration 16Q: 3 clusters Score -6899119 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 200968 members 
Entering Unmasked Estep 
Score: -6901699.500000 Penalty: 1124.613525
	Iteration 17Q: 3 clusters Score -6901700 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 206192 members 
Entering Unmasked Estep 
Score: -6904634.500000 Penalty: 1124.613525
	Iteration 18Q: 3 clusters Score -6904634 nChanged 4988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 211180 members 
Entering Unmasked Estep 
Score: -6907644.000000 Penalty: 1124.613525
	Iteration 19Q: 3 clusters Score -6907644 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 215720 members 
Entering Unmasked Estep 
Score: -6910515.000000 Penalty: 1124.613525
	Iteration 20F: 3 clusters Score -6910515 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 219680 members 
Entering Unmasked Estep 
Score: -6913113.000000 Penalty: 1124.613525
	Iteration 21Q: 3 clusters Score -6913113 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 223050 members 
Entering Unmasked Estep 
Score: -6915415.000000 Penalty: 1124.613525
	Iteration 22Q: 3 clusters Score -6915415 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 225769 members 
Entering Unmasked Estep 
Score: -6917363.500000 Penalty: 1124.613525
	Iteration 23Q: 3 clusters Score -6917364 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 227894 members 
Entering Unmasked Estep 
Score: -6918928.000000 Penalty: 1124.613525
	Iteration 24Q: 3 clusters Score -6918928 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 229424 members 
Entering Unmasked Estep 
Score: -6920163.000000 Penalty: 1124.613525
	Iteration 25Q: 3 clusters Score -6920163 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 230400 members 
Entering Unmasked Estep 
Score: -6920934.500000 Penalty: 1124.613525
	Iteration 26Q: 3 clusters Score -6920934 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 230979 members 
Entering Unmasked Estep 
Score: -6921318.500000 Penalty: 1124.613525
	Iteration 27Q: 3 clusters Score -6921318 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 231300 members 
Entering Unmasked Estep 
Score: -6921539.500000 Penalty: 1124.613525
	Iteration 28Q: 3 clusters Score -6921540 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 231510 members 
Entering Unmasked Estep 
Score: -6921680.000000 Penalty: 1124.613525
	Iteration 29Q: 3 clusters Score -6921680 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 231633 members 
Entering Unmasked Estep 
Score: -6921745.000000 Penalty: 1124.613525
	Iteration 30Q: 3 clusters Score -6921745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 231714 members 
Entering Unmasked Estep 
Score: -6921793.500000 Penalty: 1124.613525
	Iteration 31Q: 3 clusters Score -6921794 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 231776 members 
Entering Unmasked Estep 
Score: -6921815.000000 Penalty: 1124.613525
	Iteration 32Q: 3 clusters Score -6921815 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 231815 members 
Entering Unmasked Estep 
Score: -6921838.000000 Penalty: 1124.613525
	Iteration 33Q: 3 clusters Score -6921838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 231852 members 
Entering Unmasked Estep 
Score: -6921866.500000 Penalty: 1124.613525
	Iteration 34Q: 3 clusters Score -6921866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 231876 members 
Entering Unmasked Estep 
Score: -6921873.000000 Penalty: 1124.613525
	Iteration 35Q: 3 clusters Score -6921873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 231905 members 
Entering Unmasked Estep 
Score: -6921880.500000 Penalty: 1124.613525
	Iteration 36Q: 3 clusters Score -6921880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 231924 members 
Entering Unmasked Estep 
Score: -6921901.500000 Penalty: 1124.613525
	Iteration 37Q: 3 clusters Score -6921902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 231942 members 
Entering Unmasked Estep 
Score: -6921907.000000 Penalty: 1124.613525
	Iteration 38Q: 3 clusters Score -6921907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 231964 members 
Entering Unmasked Estep 
Score: -6921902.000000 Penalty: 1124.613525
	Iteration 39Q: 3 clusters Score -6921902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 231982 members 
Entering Unmasked Estep 
Score: -6921916.500000 Penalty: 1124.613525
	Iteration 40F: 3 clusters Score -6921916 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 231993 members 
Entering Unmasked Estep 
Score: -6921919.500000 Penalty: 1124.613525
	Iteration 41Q: 3 clusters Score -6921920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 232017 members 
Entering Unmasked Estep 
Score: -6921931.000000 Penalty: 1124.613525
	Iteration 42Q: 3 clusters Score -6921931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 232033 members 
Entering Unmasked Estep 
Score: -6921937.000000 Penalty: 1124.613525
	Iteration 43Q: 3 clusters Score -6921937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 232049 members 
Entering Unmasked Estep 
Score: -6921945.500000 Penalty: 1124.613525
	Iteration 44Q: 3 clusters Score -6921946 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 232064 members 
Entering Unmasked Estep 
Score: -6921957.500000 Penalty: 1124.613525
	Iteration 45Q: 3 clusters Score -6921958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 232080 members 
Entering Unmasked Estep 
Score: -6921964.500000 Penalty: 1124.613525
	Iteration 46Q: 3 clusters Score -6921964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 232088 members 
Entering Unmasked Estep 
Score: -6921971.500000 Penalty: 1124.613525
	Iteration 47Q: 3 clusters Score -6921972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 232096 members 
Entering Unmasked Estep 
Score: -6921970.500000 Penalty: 1124.613525
	Iteration 48Q: 3 clusters Score -6921970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 232096 members 
Entering Unmasked Estep 
Score: -6921983.500000 Penalty: 1124.613525
	Iteration 49Q: 3 clusters Score -6921984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 232099 members 
Entering Unmasked Estep 
Score: -6921984.000000 Penalty: 1124.613525
	Iteration 50Q: 3 clusters Score -6921984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 232098 members 
Entering Unmasked Estep 
Score: -6921981.500000 Penalty: 1124.613525
	Iteration 51Q: 3 clusters Score -6921982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -6921976.500000 Penalty: 1124.613525
	Iteration 52Q: 3 clusters Score -6921976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 232095 members 
Entering Unmasked Estep 
Score: -6921978.000000 Penalty: 1124.613525
	Iteration 53Q: 3 clusters Score -6921978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -6921984.500000 Penalty: 1124.613525
	Iteration 54Q: 3 clusters Score -6921984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 232102 members 
Entering Unmasked Estep 
Score: -6921981.500000 Penalty: 1124.613525
	Iteration 55Q: 3 clusters Score -6921982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 232105 members 
Entering Unmasked Estep 
Score: -6921977.000000 Penalty: 1124.613525
	Iteration 56Q: 3 clusters Score -6921977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 232109 members 
Entering Unmasked Estep 
Score: -6921980.500000 Penalty: 1124.613525
	Iteration 57Q: 3 clusters Score -6921980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 232110 members 
Entering Unmasked Estep 
Score: -6921979.000000 Penalty: 1124.613525
	Iteration 58Q: 3 clusters Score -6921979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 232108 members 
Entering Unmasked Estep 
Score: -6921976.000000 Penalty: 1124.613525
	Iteration 59Q: 3 clusters Score -6921976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 232111 members 
Entering Unmasked Estep 
Score: -6921973.500000 Penalty: 1124.613525
	Iteration 60F: 3 clusters Score -6921974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 232114 members 
Entering Unmasked Estep 
Score: -6921973.500000 Penalty: 1124.613525
	Iteration 61Q: 3 clusters Score -6921974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 232112 members 
Entering Unmasked Estep 
Score: -6921975.000000 Penalty: 1124.613525
	Iteration 62Q: 3 clusters Score -6921975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 232111 members 
Entering Unmasked Estep 
Score: -6921977.500000 Penalty: 1124.613525
	Iteration 63Q: 3 clusters Score -6921978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 232110 members 
Entering Unmasked Estep 
Score: -6921979.000000 Penalty: 1124.613525
	Iteration 64Q: 3 clusters Score -6921979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 232109 members 
Entering Unmasked Estep 
Score: -6921983.000000 Penalty: 1124.613525
	Iteration 65Q: 3 clusters Score -6921983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 232106 members 
Entering Unmasked Estep 
Score: -6921982.500000 Penalty: 1124.613525
	Iteration 66Q: 3 clusters Score -6921982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 232105 members 
Entering Unmasked Estep 
Score: -6921981.000000 Penalty: 1124.613525
	Iteration 67Q: 3 clusters Score -6921981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 232103 members 
Entering Unmasked Estep 
Score: -6921988.000000 Penalty: 1124.613525
	Iteration 68Q: 3 clusters Score -6921988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 232099 members 
Entering Unmasked Estep 
Score: -6921986.500000 Penalty: 1124.613525
	Iteration 69Q: 3 clusters Score -6921986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 232095 members 
Entering Unmasked Estep 
Score: -6921984.500000 Penalty: 1124.613525
	Iteration 70Q: 3 clusters Score -6921984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232093 members 
Entering Unmasked Estep 
Score: -6921990.500000 Penalty: 1124.613525
	Iteration 71Q: 3 clusters Score -6921990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232093 members 
Entering Unmasked Estep 
Score: -6921989.500000 Penalty: 1124.613525
	Iteration 72Q: 3 clusters Score -6921990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 232095 members 
Entering Unmasked Estep 
Score: -6921986.000000 Penalty: 1124.613525
	Iteration 73Q: 3 clusters Score -6921986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 232094 members 
Entering Unmasked Estep 
Score: -6921992.500000 Penalty: 1124.613525
	Iteration 74Q: 3 clusters Score -6921992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 232090 members 
Entering Unmasked Estep 
Score: -6921992.500000 Penalty: 1124.613525
	Iteration 75Q: 3 clusters Score -6921992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 232091 members 
Entering Unmasked Estep 
Score: -6921990.500000 Penalty: 1124.613525
	Iteration 76Q: 3 clusters Score -6921990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 232088 members 
Entering Unmasked Estep 
Score: -6921995.000000 Penalty: 1124.613525
	Iteration 77Q: 3 clusters Score -6921995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 232089 members 
Entering Unmasked Estep 
Score: -6921997.000000 Penalty: 1124.613525
	Iteration 78Q: 3 clusters Score -6921997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 232089 members 
Entering Unmasked Estep 
Score: -6921995.500000 Penalty: 1124.613525
	Iteration 79Q: 3 clusters Score -6921996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 232092 members 
Entering Unmasked Estep 
Score: -6922001.500000 Penalty: 1124.613525
	Iteration 80F: 3 clusters Score -6922002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232093 members 
Entering Unmasked Estep 
Score: -6922005.500000 Penalty: 1124.613525
	Iteration 81Q: 3 clusters Score -6922006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232093 members 
Entering Unmasked Estep 
Score: -6922007.000000 Penalty: 1124.613525
	Iteration 82Q: 3 clusters Score -6922007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 232094 members 
Entering Unmasked Estep 
Score: -6922011.000000 Penalty: 1124.613525
	Iteration 83Q: 3 clusters Score -6922011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -6922013.500000 Penalty: 1124.613525
	Iteration 84Q: 3 clusters Score -6922014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 232096 members 
Entering Unmasked Estep 
Score: -6922011.500000 Penalty: 1124.613525
	Iteration 85Q: 3 clusters Score -6922012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -6922009.500000 Penalty: 1124.613525
	Iteration 86Q: 3 clusters Score -6922010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 232098 members 
Entering Unmasked Estep 
Score: -6922013.000000 Penalty: 1124.613525
	Iteration 87Q: 3 clusters Score -6922013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 232097 members 
Entering Unmasked Estep 
Score: -6922014.500000 Penalty: 1124.613525
	Iteration 88Q: 3 clusters Score -6922014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 232094 members 
Entering Unmasked Estep 
Score: -6922011.500000 Penalty: 1124.613525
	Iteration 89Q: 3 clusters Score -6922012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232093 members 
Entering Unmasked Estep 
Score: -6922015.000000 Penalty: 1124.613525
	Iteration 90Q: 3 clusters Score -6922015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 232093 members 
Entering Unmasked Estep 
Score: -6922015.000000 Penalty: 1124.613525
	Iteration 91F: 3 clusters Score -6922015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Entering Unmasked Estep 
Score: -61219.253906 Penalty: 342.685638
	Iteration 0F: 2 clusters Score -61219.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -59844.363281 Penalty: 685.371277
	Iteration 0F: 3 clusters Score -59844.36 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -60285.527344 Penalty: 685.371277
	Iteration 1F: 3 clusters Score -60285.53 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -60392.945312 Penalty: 685.371277
	Iteration 2F: 3 clusters Score -60392.95 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -60478.804688 Penalty: 685.371277
	Iteration 3F: 3 clusters Score -60478.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60562.234375 Penalty: 685.371277
	Iteration 4F: 3 clusters Score -60562.23 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -60656.957031 Penalty: 685.371277
	Iteration 5F: 3 clusters Score -60656.96 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -60742.132812 Penalty: 685.371277
	Iteration 6F: 3 clusters Score -60742.13 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60836.378906 Penalty: 685.371277
	Iteration 7F: 3 clusters Score -60836.38 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60907.218750 Penalty: 685.371277
	Iteration 8Q: 3 clusters Score -60907.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -60938.601562 Penalty: 685.371277
	Iteration 9Q: 3 clusters Score -60938.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -60950.777344 Penalty: 685.371277
	Iteration 10Q: 3 clusters Score -60950.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60958.210938 Penalty: 685.371277
	Iteration 11Q: 3 clusters Score -60958.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60961.679688 Penalty: 685.371277
	Iteration 12Q: 3 clusters Score -60961.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -60963.328125 Penalty: 685.371277
	Iteration 13Q: 3 clusters Score -60963.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -60964.847656 Penalty: 685.371277
	Iteration 14Q: 3 clusters Score -60964.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60965.707031 Penalty: 685.371277
	Iteration 15Q: 3 clusters Score -60965.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60966.703125 Penalty: 685.371277
	Iteration 16Q: 3 clusters Score -60966.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -60966.996094 Penalty: 685.371277
	Iteration 17Q: 3 clusters Score -60967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60967.210938 Penalty: 685.371277
	Iteration 18Q: 3 clusters Score -60967.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -60967.277344 Penalty: 685.371277
	Iteration 19Q: 3 clusters Score -60967.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60967.527344 Penalty: 685.371277
	Iteration 20F: 3 clusters Score -60967.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60967.996094 Penalty: 685.371277
	Iteration 21Q: 3 clusters Score -60968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -60968.785156 Penalty: 685.371277
	Iteration 22Q: 3 clusters Score -60968.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60968.972656 Penalty: 685.371277
	Iteration 23Q: 3 clusters Score -60968.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60968.972656 Penalty: 685.371277
	Iteration 24F: 3 clusters Score -60968.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Entering Unmasked Estep 
Score: -203039.656250 Penalty: 395.063202
	Iteration 0F: 2 clusters Score -203039.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -199044.812500 Penalty: 790.126404
	Iteration 0F: 3 clusters Score -199044.8 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -200447.828125 Penalty: 790.126404
	Iteration 1F: 3 clusters Score -200447.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -200549.937500 Penalty: 790.126404
	Iteration 2Q: 3 clusters Score -200549.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -200640.281250 Penalty: 790.126404
	Iteration 3Q: 3 clusters Score -200640.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -200731.281250 Penalty: 790.126404
	Iteration 4Q: 3 clusters Score -200731.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -200841.375000 Penalty: 790.126404
	Iteration 5Q: 3 clusters Score -200841.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -201031.359375 Penalty: 790.126404
	Iteration 6F: 3 clusters Score -201031.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -201345.953125 Penalty: 790.126404
	Iteration 7F: 3 clusters Score -201346 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -201726.828125 Penalty: 790.126404
	Iteration 8F: 3 clusters Score -201726.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -202084.671875 Penalty: 790.126404
	Iteration 9F: 3 clusters Score -202084.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -202370.921875 Penalty: 790.126404
	Iteration 10Q: 3 clusters Score -202370.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -202571.062500 Penalty: 790.126404
	Iteration 11Q: 3 clusters Score -202571.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -202703.781250 Penalty: 790.126404
	Iteration 12Q: 3 clusters Score -202703.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -202768.984375 Penalty: 790.126404
	Iteration 13Q: 3 clusters Score -202769 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -202814.671875 Penalty: 790.126404
	Iteration 14Q: 3 clusters Score -202814.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -202832.828125 Penalty: 790.126404
	Iteration 15Q: 3 clusters Score -202832.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -202843.234375 Penalty: 790.126404
	Iteration 16Q: 3 clusters Score -202843.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -202850.375000 Penalty: 790.126404
	Iteration 17Q: 3 clusters Score -202850.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -202855.859375 Penalty: 790.126404
	Iteration 18Q: 3 clusters Score -202855.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -202861.234375 Penalty: 790.126404
	Iteration 19Q: 3 clusters Score -202861.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -202865.671875 Penalty: 790.126404
	Iteration 20F: 3 clusters Score -202865.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -202870.906250 Penalty: 790.126404
	Iteration 21Q: 3 clusters Score -202870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -202873.281250 Penalty: 790.126404
	Iteration 22Q: 3 clusters Score -202873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -202874.625000 Penalty: 790.126404
	Iteration 23Q: 3 clusters Score -202874.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -202874.984375 Penalty: 790.126404
	Iteration 24Q: 3 clusters Score -202875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -202875.750000 Penalty: 790.126404
	Iteration 25Q: 3 clusters Score -202875.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -202876.265625 Penalty: 790.126404
	Iteration 26Q: 3 clusters Score -202876.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -202876.609375 Penalty: 790.126404
	Iteration 27Q: 3 clusters Score -202876.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -202876.437500 Penalty: 790.126404
	Iteration 28Q: 3 clusters Score -202876.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -202877.468750 Penalty: 790.126404
	Iteration 29Q: 3 clusters Score -202877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -202877.265625 Penalty: 790.126404
	Iteration 30Q: 3 clusters Score -202877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -202877.265625 Penalty: 790.126404
	Iteration 31F: 3 clusters Score -202877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Entering Unmasked Estep 
Score: -507522.875000 Penalty: 440.021332
	Iteration 0F: 2 clusters Score -507522.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -496947.375000 Penalty: 880.042664
	Iteration 0F: 3 clusters Score -496947.4 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -502096.218750 Penalty: 880.042664
	Iteration 1F: 3 clusters Score -502096.2 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -502933.781250 Penalty: 880.042664
	Iteration 2F: 3 clusters Score -502933.8 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -503974.281250 Penalty: 880.042664
	Iteration 3F: 3 clusters Score -503974.3 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -505085.781250 Penalty: 880.042664
	Iteration 4F: 3 clusters Score -505085.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -505842.531250 Penalty: 880.042664
	Iteration 5F: 3 clusters Score -505842.5 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -506189.343750 Penalty: 880.042664
	Iteration 6Q: 3 clusters Score -506189.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -506348.656250 Penalty: 880.042664
	Iteration 7Q: 3 clusters Score -506348.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -506456.218750 Penalty: 880.042664
	Iteration 8Q: 3 clusters Score -506456.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -506534.093750 Penalty: 880.042664
	Iteration 9Q: 3 clusters Score -506534.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -506601.062500 Penalty: 880.042664
	Iteration 10Q: 3 clusters Score -506601.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -506670.437500 Penalty: 880.042664
	Iteration 11Q: 3 clusters Score -506670.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -506730.250000 Penalty: 880.042664
	Iteration 12Q: 3 clusters Score -506730.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -506782.625000 Penalty: 880.042664
	Iteration 13Q: 3 clusters Score -506782.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -506820.781250 Penalty: 880.042664
	Iteration 14Q: 3 clusters Score -506820.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -506854.062500 Penalty: 880.042664
	Iteration 15Q: 3 clusters Score -506854.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -506884.218750 Penalty: 880.042664
	Iteration 16Q: 3 clusters Score -506884.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -506917.656250 Penalty: 880.042664
	Iteration 17Q: 3 clusters Score -506917.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -506943.687500 Penalty: 880.042664
	Iteration 18Q: 3 clusters Score -506943.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -506968.562500 Penalty: 880.042664
	Iteration 19Q: 3 clusters Score -506968.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -506987.750000 Penalty: 880.042664
	Iteration 20F: 3 clusters Score -506987.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -507003.718750 Penalty: 880.042664
	Iteration 21Q: 3 clusters Score -507003.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -507016.656250 Penalty: 880.042664
	Iteration 22Q: 3 clusters Score -507016.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -507030.156250 Penalty: 880.042664
	Iteration 23Q: 3 clusters Score -507030.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -507045.437500 Penalty: 880.042664
	Iteration 24Q: 3 clusters Score -507045.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -507062.000000 Penalty: 880.042664
	Iteration 25Q: 3 clusters Score -507062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -507077.656250 Penalty: 880.042664
	Iteration 26Q: 3 clusters Score -507077.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -507090.625000 Penalty: 880.042664
	Iteration 27Q: 3 clusters Score -507090.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -507104.812500 Penalty: 880.042664
	Iteration 28Q: 3 clusters Score -507104.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -507115.250000 Penalty: 880.042664
	Iteration 29Q: 3 clusters Score -507115.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -507120.437500 Penalty: 880.042664
	Iteration 30Q: 3 clusters Score -507120.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -507129.750000 Penalty: 880.042664
	Iteration 31Q: 3 clusters Score -507129.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -507136.875000 Penalty: 880.042664
	Iteration 32Q: 3 clusters Score -507136.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -507142.125000 Penalty: 880.042664
	Iteration 33Q: 3 clusters Score -507142.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -507148.937500 Penalty: 880.042664
	Iteration 34Q: 3 clusters Score -507148.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -507155.625000 Penalty: 880.042664
	Iteration 35Q: 3 clusters Score -507155.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -507160.062500 Penalty: 880.042664
	Iteration 36Q: 3 clusters Score -507160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -507161.812500 Penalty: 880.042664
	Iteration 37Q: 3 clusters Score -507161.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -507166.718750 Penalty: 880.042664
	Iteration 38Q: 3 clusters Score -507166.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -507172.093750 Penalty: 880.042664
	Iteration 39Q: 3 clusters Score -507172.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -507172.218750 Penalty: 880.042664
	Iteration 40F: 3 clusters Score -507172.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -507174.593750 Penalty: 880.042664
	Iteration 41Q: 3 clusters Score -507174.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -507176.781250 Penalty: 880.042664
	Iteration 42Q: 3 clusters Score -507176.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -507177.937500 Penalty: 880.042664
	Iteration 43Q: 3 clusters Score -507177.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -507179.375000 Penalty: 880.042664
	Iteration 44Q: 3 clusters Score -507179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -507179.781250 Penalty: 880.042664
	Iteration 45Q: 3 clusters Score -507179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -507181.125000 Penalty: 880.042664
	Iteration 46Q: 3 clusters Score -507181.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -507182.500000 Penalty: 880.042664
	Iteration 47Q: 3 clusters Score -507182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -507184.500000 Penalty: 880.042664
	Iteration 48Q: 3 clusters Score -507184.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -507185.562500 Penalty: 880.042664
	Iteration 49Q: 3 clusters Score -507185.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -507185.656250 Penalty: 880.042664
	Iteration 50Q: 3 clusters Score -507185.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -507185.687500 Penalty: 880.042664
	Iteration 51Q: 3 clusters Score -507185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -507186.031250 Penalty: 880.042664
	Iteration 52Q: 3 clusters Score -507186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -507185.500000 Penalty: 880.042664
	Iteration 53Q: 3 clusters Score -507185.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -507188.000000 Penalty: 880.042664
	Iteration 54Q: 3 clusters Score -507188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -507188.500000 Penalty: 880.042664
	Iteration 55Q: 3 clusters Score -507188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -507188.562500 Penalty: 880.042664
	Iteration 56Q: 3 clusters Score -507188.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -507189.000000 Penalty: 880.042664
	Iteration 57Q: 3 clusters Score -507189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -507188.593750 Penalty: 880.042664
	Iteration 58Q: 3 clusters Score -507188.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -507189.437500 Penalty: 880.042664
	Iteration 59Q: 3 clusters Score -507189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -507191.125000 Penalty: 880.042664
	Iteration 60F: 3 clusters Score -507191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -507192.281250 Penalty: 880.042664
	Iteration 61Q: 3 clusters Score -507192.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -507192.406250 Penalty: 880.042664
	Iteration 62Q: 3 clusters Score -507192.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -507192.625000 Penalty: 880.042664
	Iteration 63Q: 3 clusters Score -507192.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -507192.750000 Penalty: 880.042664
	Iteration 64Q: 3 clusters Score -507192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -507192.625000 Penalty: 880.042664
	Iteration 65Q: 3 clusters Score -507192.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -507192.625000 Penalty: 880.042664
	Iteration 66F: 3 clusters Score -507192.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Entering Unmasked Estep 
Score: -136073.359375 Penalty: 386.742889
	Iteration 0F: 2 clusters Score -136073.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -132731.390625 Penalty: 773.485779
	Iteration 0F: 3 clusters Score -132731.4 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -133994.062500 Penalty: 773.485779
	Iteration 1F: 3 clusters Score -133994.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -134256.796875 Penalty: 773.485779
	Iteration 2F: 3 clusters Score -134256.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -134572.296875 Penalty: 773.485779
	Iteration 3F: 3 clusters Score -134572.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -134865.218750 Penalty: 773.485779
	Iteration 4F: 3 clusters Score -134865.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -135173.046875 Penalty: 773.485779
	Iteration 5F: 3 clusters Score -135173 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -135403.843750 Penalty: 773.485779
	Iteration 6F: 3 clusters Score -135403.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -135523.281250 Penalty: 773.485779
	Iteration 7Q: 3 clusters Score -135523.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -135603.187500 Penalty: 773.485779
	Iteration 8Q: 3 clusters Score -135603.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -135650.656250 Penalty: 773.485779
	Iteration 9Q: 3 clusters Score -135650.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -135681.937500 Penalty: 773.485779
	Iteration 10Q: 3 clusters Score -135681.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -135699.171875 Penalty: 773.485779
	Iteration 11Q: 3 clusters Score -135699.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -135715.781250 Penalty: 773.485779
	Iteration 12Q: 3 clusters Score -135715.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -135733.171875 Penalty: 773.485779
	Iteration 13Q: 3 clusters Score -135733.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -135748.328125 Penalty: 773.485779
	Iteration 14Q: 3 clusters Score -135748.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -135760.734375 Penalty: 773.485779
	Iteration 15Q: 3 clusters Score -135760.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -135769.062500 Penalty: 773.485779
	Iteration 16Q: 3 clusters Score -135769.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -135775.312500 Penalty: 773.485779
	Iteration 17Q: 3 clusters Score -135775.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -135780.468750 Penalty: 773.485779
	Iteration 18Q: 3 clusters Score -135780.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -135784.546875 Penalty: 773.485779
	Iteration 19Q: 3 clusters Score -135784.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -135788.218750 Penalty: 773.485779
	Iteration 20F: 3 clusters Score -135788.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -135792.093750 Penalty: 773.485779
	Iteration 21Q: 3 clusters Score -135792.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -135795.187500 Penalty: 773.485779
	Iteration 22Q: 3 clusters Score -135795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -135798.187500 Penalty: 773.485779
	Iteration 23Q: 3 clusters Score -135798.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -135800.171875 Penalty: 773.485779
	Iteration 24Q: 3 clusters Score -135800.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -135801.578125 Penalty: 773.485779
	Iteration 25Q: 3 clusters Score -135801.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -135804.015625 Penalty: 773.485779
	Iteration 26Q: 3 clusters Score -135804 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -135806.406250 Penalty: 773.485779
	Iteration 27Q: 3 clusters Score -135806.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -135808.578125 Penalty: 773.485779
	Iteration 28Q: 3 clusters Score -135808.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -135810.171875 Penalty: 773.485779
	Iteration 29Q: 3 clusters Score -135810.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -135811.750000 Penalty: 773.485779
	Iteration 30Q: 3 clusters Score -135811.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -135812.796875 Penalty: 773.485779
	Iteration 31Q: 3 clusters Score -135812.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -135813.578125 Penalty: 773.485779
	Iteration 32Q: 3 clusters Score -135813.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -135813.859375 Penalty: 773.485779
	Iteration 33Q: 3 clusters Score -135813.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -135814.375000 Penalty: 773.485779
	Iteration 34Q: 3 clusters Score -135814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -135814.562500 Penalty: 773.485779
	Iteration 35Q: 3 clusters Score -135814.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -135814.828125 Penalty: 773.485779
	Iteration 36Q: 3 clusters Score -135814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -135814.906250 Penalty: 773.485779
	Iteration 37Q: 3 clusters Score -135814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -135815.078125 Penalty: 773.485779
	Iteration 38Q: 3 clusters Score -135815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -135815.078125 Penalty: 773.485779
	Iteration 39F: 3 clusters Score -135815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Entering Unmasked Estep 
Score: -264534.656250 Penalty: 413.511871
	Iteration 0F: 2 clusters Score -264534.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -258608.843750 Penalty: 827.023743
	Iteration 0F: 3 clusters Score -258608.8 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -260995.203125 Penalty: 827.023743
	Iteration 1F: 3 clusters Score -260995.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -261258.578125 Penalty: 827.023743
	Iteration 2F: 3 clusters Score -261258.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -261662.718750 Penalty: 827.023743
	Iteration 3F: 3 clusters Score -261662.7 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -262202.312500 Penalty: 827.023743
	Iteration 4F: 3 clusters Score -262202.3 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -262784.906250 Penalty: 827.023743
	Iteration 5F: 3 clusters Score -262784.9 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -263175.812500 Penalty: 827.023743
	Iteration 6F: 3 clusters Score -263175.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -263385.500000 Penalty: 827.023743
	Iteration 7Q: 3 clusters Score -263385.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -263528.843750 Penalty: 827.023743
	Iteration 8Q: 3 clusters Score -263528.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -263645.843750 Penalty: 827.023743
	Iteration 9Q: 3 clusters Score -263645.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -263750.062500 Penalty: 827.023743
	Iteration 10Q: 3 clusters Score -263750.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -263833.625000 Penalty: 827.023743
	Iteration 11Q: 3 clusters Score -263833.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -263925.000000 Penalty: 827.023743
	Iteration 12Q: 3 clusters Score -263925 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -264000.500000 Penalty: 827.023743
	Iteration 13Q: 3 clusters Score -264000.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -264082.343750 Penalty: 827.023743
	Iteration 14Q: 3 clusters Score -264082.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -264149.687500 Penalty: 827.023743
	Iteration 15Q: 3 clusters Score -264149.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -264195.093750 Penalty: 827.023743
	Iteration 16Q: 3 clusters Score -264195.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -264230.812500 Penalty: 827.023743
	Iteration 17Q: 3 clusters Score -264230.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -264251.750000 Penalty: 827.023743
	Iteration 18Q: 3 clusters Score -264251.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -264266.125000 Penalty: 827.023743
	Iteration 19Q: 3 clusters Score -264266.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -264273.906250 Penalty: 827.023743
	Iteration 20F: 3 clusters Score -264273.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -264282.093750 Penalty: 827.023743
	Iteration 21Q: 3 clusters Score -264282.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -264287.531250 Penalty: 827.023743
	Iteration 22Q: 3 clusters Score -264287.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -264291.906250 Penalty: 827.023743
	Iteration 23Q: 3 clusters Score -264291.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -264295.875000 Penalty: 827.023743
	Iteration 24Q: 3 clusters Score -264295.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -264301.406250 Penalty: 827.023743
	Iteration 25Q: 3 clusters Score -264301.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -264307.062500 Penalty: 827.023743
	Iteration 26Q: 3 clusters Score -264307.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -264312.843750 Penalty: 827.023743
	Iteration 27Q: 3 clusters Score -264312.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -264318.406250 Penalty: 827.023743
	Iteration 28Q: 3 clusters Score -264318.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -264321.781250 Penalty: 827.023743
	Iteration 29Q: 3 clusters Score -264321.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -264324.375000 Penalty: 827.023743
	Iteration 30Q: 3 clusters Score -264324.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -264327.062500 Penalty: 827.023743
	Iteration 31Q: 3 clusters Score -264327.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -264329.656250 Penalty: 827.023743
	Iteration 32Q: 3 clusters Score -264329.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -264331.843750 Penalty: 827.023743
	Iteration 33Q: 3 clusters Score -264331.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -264334.062500 Penalty: 827.023743
	Iteration 34Q: 3 clusters Score -264334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -264335.062500 Penalty: 827.023743
	Iteration 35Q: 3 clusters Score -264335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -264336.031250 Penalty: 827.023743
	Iteration 36Q: 3 clusters Score -264336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -264337.937500 Penalty: 827.023743
	Iteration 37Q: 3 clusters Score -264337.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -264338.625000 Penalty: 827.023743
	Iteration 38Q: 3 clusters Score -264338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -264338.125000 Penalty: 827.023743
	Iteration 39Q: 3 clusters Score -264338.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -264339.937500 Penalty: 827.023743
	Iteration 40F: 3 clusters Score -264339.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -264341.093750 Penalty: 827.023743
	Iteration 41Q: 3 clusters Score -264341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -264341.093750 Penalty: 827.023743
	Iteration 42Q: 3 clusters Score -264341.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -264342.156250 Penalty: 827.023743
	Iteration 43Q: 3 clusters Score -264342.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -264344.625000 Penalty: 827.023743
	Iteration 44Q: 3 clusters Score -264344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -264346.062500 Penalty: 827.023743
	Iteration 45Q: 3 clusters Score -264346.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -264347.125000 Penalty: 827.023743
	Iteration 46Q: 3 clusters Score -264347.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -264349.312500 Penalty: 827.023743
	Iteration 47Q: 3 clusters Score -264349.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -264351.812500 Penalty: 827.023743
	Iteration 48Q: 3 clusters Score -264351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -264356.093750 Penalty: 827.023743
	Iteration 49Q: 3 clusters Score -264356.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -264360.812500 Penalty: 827.023743
	Iteration 50Q: 3 clusters Score -264360.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -264365.843750 Penalty: 827.023743
	Iteration 51Q: 3 clusters Score -264365.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -264368.125000 Penalty: 827.023743
	Iteration 52Q: 3 clusters Score -264368.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -264370.593750 Penalty: 827.023743
	Iteration 53Q: 3 clusters Score -264370.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -264373.531250 Penalty: 827.023743
	Iteration 54Q: 3 clusters Score -264373.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -264377.093750 Penalty: 827.023743
	Iteration 55Q: 3 clusters Score -264377.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -264378.593750 Penalty: 827.023743
	Iteration 56Q: 3 clusters Score -264378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -264380.156250 Penalty: 827.023743
	Iteration 57Q: 3 clusters Score -264380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -264380.125000 Penalty: 827.023743
	Iteration 58Q: 3 clusters Score -264380.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -264380.781250 Penalty: 827.023743
	Iteration 59Q: 3 clusters Score -264380.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -264381.000000 Penalty: 827.023743
	Iteration 60F: 3 clusters Score -264381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -264382.812500 Penalty: 827.023743
	Iteration 61Q: 3 clusters Score -264382.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -264383.218750 Penalty: 827.023743
	Iteration 62Q: 3 clusters Score -264383.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -264383.906250 Penalty: 827.023743
	Iteration 63Q: 3 clusters Score -264383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -264383.937500 Penalty: 827.023743
	Iteration 64Q: 3 clusters Score -264383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -264383.937500 Penalty: 827.023743
	Iteration 65F: 3 clusters Score -264383.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Entering Unmasked Estep 
Score: -1353402.625000 Penalty: 484.654083
	Iteration 0F: 2 clusters Score -1353403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -1325232.000000 Penalty: 969.308167
	Iteration 0F: 3 clusters Score -1325232 nChanged 20282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -1337195.250000 Penalty: 969.308167
	Iteration 1F: 3 clusters Score -1337195 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -1337903.125000 Penalty: 969.308167
	Iteration 2Q: 3 clusters Score -1337903 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26725 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -1339184.000000 Penalty: 969.308167
	Iteration 3F: 3 clusters Score -1339184 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1341317.125000 Penalty: 969.308167
	Iteration 4F: 3 clusters Score -1341317 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1344277.500000 Penalty: 969.308167
	Iteration 5F: 3 clusters Score -1344278 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1347294.125000 Penalty: 969.308167
	Iteration 6F: 3 clusters Score -1347294 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1349674.625000 Penalty: 969.308167
	Iteration 7F: 3 clusters Score -1349675 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1351073.000000 Penalty: 969.308167
	Iteration 8Q: 3 clusters Score -1351073 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1351785.750000 Penalty: 969.308167
	Iteration 9Q: 3 clusters Score -1351786 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1352194.875000 Penalty: 969.308167
	Iteration 10Q: 3 clusters Score -1352195 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1352432.750000 Penalty: 969.308167
	Iteration 11Q: 3 clusters Score -1352433 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1352606.250000 Penalty: 969.308167
	Iteration 12Q: 3 clusters Score -1352606 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1352726.375000 Penalty: 969.308167
	Iteration 13Q: 3 clusters Score -1352726 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1352814.375000 Penalty: 969.308167
	Iteration 14Q: 3 clusters Score -1352814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1352882.375000 Penalty: 969.308167
	Iteration 15Q: 3 clusters Score -1352882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41981 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1352908.125000 Penalty: 969.308167
	Iteration 16Q: 3 clusters Score -1352908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1352937.375000 Penalty: 969.308167
	Iteration 17Q: 3 clusters Score -1352937 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -1352968.750000 Penalty: 969.308167
	Iteration 18Q: 3 clusters Score -1352969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1352988.000000 Penalty: 969.308167
	Iteration 19Q: 3 clusters Score -1352988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1353003.375000 Penalty: 969.308167
	Iteration 20F: 3 clusters Score -1353003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1353013.500000 Penalty: 969.308167
	Iteration 21Q: 3 clusters Score -1353014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -1353016.750000 Penalty: 969.308167
	Iteration 22Q: 3 clusters Score -1353017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -1353017.750000 Penalty: 969.308167
	Iteration 23Q: 3 clusters Score -1353018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1353019.125000 Penalty: 969.308167
	Iteration 24Q: 3 clusters Score -1353019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -1353019.125000 Penalty: 969.308167
	Iteration 25F: 3 clusters Score -1353019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 354 members 
Mstep: Class 5 contains 12224 members 
Mstep: Class 6 contains 25914 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362707 members 
Mstep: Class 10 contains 232906 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 4914 members 
Mstep: Class 19 contains 8850 members 
Mstep: Class 20 contains 42266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494516.000000 Penalty: 9825.448242
Iteration 159Q: 17 clusters Score -2.149452e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 353 members 
Mstep: Class 5 contains 12315 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1984 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362711 members 
Mstep: Class 10 contains 232897 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5900 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 4895 members 
Mstep: Class 19 contains 8784 members 
Mstep: Class 20 contains 42268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494514.000000 Penalty: 9825.448242
Iteration 160F: 17 clusters Score -2.149451e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 352 members 
Mstep: Class 5 contains 12436 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362713 members 
Mstep: Class 10 contains 232890 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 4869 members 
Mstep: Class 19 contains 8696 members 
Mstep: Class 20 contains 42268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494532.000000 Penalty: 9825.448242
Iteration 161Q: 17 clusters Score -2.149453e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 12550 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362716 members 
Mstep: Class 10 contains 232871 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 4846 members 
Mstep: Class 19 contains 8619 members 
Mstep: Class 20 contains 42271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494550.000000 Penalty: 9825.448242
Iteration 162Q: 17 clusters Score -2.149455e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 12672 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362717 members 
Mstep: Class 10 contains 232853 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 4813 members 
Mstep: Class 19 contains 8546 members 
Mstep: Class 20 contains 42272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494562.000000 Penalty: 9825.448242
Iteration 163Q: 17 clusters Score -2.149456e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 12820 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362715 members 
Mstep: Class 10 contains 232837 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 4765 members 
Mstep: Class 19 contains 8461 members 
Mstep: Class 20 contains 42274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494600.000000 Penalty: 9825.448242
Iteration 164Q: 17 clusters Score -2.14946e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 12956 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362718 members 
Mstep: Class 10 contains 232843 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 4715 members 
Mstep: Class 19 contains 8363 members 
Mstep: Class 20 contains 42275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494586.000000 Penalty: 9825.448242
Iteration 165Q: 17 clusters Score -2.149459e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 13110 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 362721 members 
Mstep: Class 10 contains 232836 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 4673 members 
Mstep: Class 19 contains 8255 members 
Mstep: Class 20 contains 42277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494608.000000 Penalty: 9825.448242
Iteration 166Q: 17 clusters Score -2.149461e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 13268 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362721 members 
Mstep: Class 10 contains 232829 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15846 members 
Mstep: Class 18 contains 4617 members 
Mstep: Class 19 contains 8154 members 
Mstep: Class 20 contains 42283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494628.000000 Penalty: 9825.448242
Iteration 167Q: 17 clusters Score -2.149463e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 13417 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1992 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362722 members 
Mstep: Class 10 contains 232826 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15847 members 
Mstep: Class 18 contains 4562 members 
Mstep: Class 19 contains 8054 members 
Mstep: Class 20 contains 42290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494710.000000 Penalty: 9825.448242
Iteration 168Q: 17 clusters Score -2.149471e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362724 members 
Mstep: Class 10 contains 232813 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15848 members 
Mstep: Class 18 contains 4502 members 
Mstep: Class 19 contains 7946 members 
Mstep: Class 20 contains 42298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494768.000000 Penalty: 9825.448242
Iteration 169Q: 17 clusters Score -2.149477e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 13749 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362724 members 
Mstep: Class 10 contains 232809 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15849 members 
Mstep: Class 18 contains 4435 members 
Mstep: Class 19 contains 7846 members 
Mstep: Class 20 contains 42306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494834.000000 Penalty: 9825.448242
Iteration 170Q: 17 clusters Score -2.149483e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 13919 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 362725 members 
Mstep: Class 10 contains 232813 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15850 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 7725 members 
Mstep: Class 20 contains 42313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494878.000000 Penalty: 9825.448242
Iteration 171Q: 17 clusters Score -2.149488e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 14111 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 362724 members 
Mstep: Class 10 contains 232813 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15853 members 
Mstep: Class 18 contains 4312 members 
Mstep: Class 19 contains 7586 members 
Mstep: Class 20 contains 42323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494804.000000 Penalty: 9825.448242
Iteration 172Q: 17 clusters Score -2.14948e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 14316 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1991 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362721 members 
Mstep: Class 10 contains 232798 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15858 members 
Mstep: Class 18 contains 4239 members 
Mstep: Class 19 contains 7451 members 
Mstep: Class 20 contains 42333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494898.000000 Penalty: 9825.448242
Iteration 173Q: 17 clusters Score -2.14949e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 14534 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362723 members 
Mstep: Class 10 contains 232777 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15861 members 
Mstep: Class 18 contains 4171 members 
Mstep: Class 19 contains 7311 members 
Mstep: Class 20 contains 42341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494982.000000 Penalty: 9825.448242
Iteration 174Q: 17 clusters Score -2.149498e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 345 members 
Mstep: Class 5 contains 14753 members 
Mstep: Class 6 contains 25912 members 
Mstep: Class 7 contains 1989 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362723 members 
Mstep: Class 10 contains 232759 members 
Mstep: Class 15 contains 1867 members 
Mstep: Class 16 contains 5897 members 
Mstep: Class 17 contains 15862 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 7168 members 
Mstep: Class 20 contains 42349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495050.000000 Penalty: 9825.448242
Iteration 175Q: 17 clusters Score -2.149505e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 346 members 
Mstep: Class 5 contains 14955 members 
Mstep: Class 6 contains 25911 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362724 members 
Mstep: Class 10 contains 232771 members 
Mstep: Class 15 contains 1866 members 
Mstep: Class 16 contains 5896 members 
Mstep: Class 17 contains 15864 members 
Mstep: Class 18 contains 4035 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 42353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495128.000000 Penalty: 9825.448242
Iteration 176Q: 17 clusters Score -2.149513e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15172 members 
Mstep: Class 6 contains 25911 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362731 members 
Mstep: Class 10 contains 232762 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15868 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 42358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495226.000000 Penalty: 9825.448242
Iteration 177Q: 17 clusters Score -2.149523e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 349 members 
Mstep: Class 5 contains 15405 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362736 members 
Mstep: Class 10 contains 232739 members 
Mstep: Class 15 contains 1865 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15872 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 6697 members 
Mstep: Class 20 contains 42366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495282.000000 Penalty: 9825.448242
Iteration 178Q: 17 clusters Score -2.149528e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 344 members 
Mstep: Class 5 contains 15661 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362740 members 
Mstep: Class 10 contains 232711 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15876 members 
Mstep: Class 18 contains 3846 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 42377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495344.000000 Penalty: 9825.448242
Iteration 179Q: 17 clusters Score -2.149534e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 341 members 
Mstep: Class 5 contains 15905 members 
Mstep: Class 6 contains 25910 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362742 members 
Mstep: Class 10 contains 232649 members 
Mstep: Class 15 contains 1863 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 3797 members 
Mstep: Class 19 contains 6369 members 
Mstep: Class 20 contains 42389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495424.000000 Penalty: 9825.448242
Iteration 180F: 17 clusters Score -2.149542e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 340 members 
Mstep: Class 5 contains 16145 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362740 members 
Mstep: Class 10 contains 232607 members 
Mstep: Class 15 contains 1862 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15887 members 
Mstep: Class 18 contains 3746 members 
Mstep: Class 19 contains 6215 members 
Mstep: Class 20 contains 42399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495488.000000 Penalty: 9825.448242
Iteration 181Q: 17 clusters Score -2.149549e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 342 members 
Mstep: Class 5 contains 16355 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362742 members 
Mstep: Class 10 contains 232555 members 
Mstep: Class 15 contains 1857 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15891 members 
Mstep: Class 18 contains 3698 members 
Mstep: Class 19 contains 6092 members 
Mstep: Class 20 contains 42408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495480.000000 Penalty: 9825.448242
Iteration 182Q: 17 clusters Score -2.149548e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 347 members 
Mstep: Class 5 contains 16526 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362742 members 
Mstep: Class 10 contains 232513 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15897 members 
Mstep: Class 18 contains 3670 members 
Mstep: Class 19 contains 5971 members 
Mstep: Class 20 contains 42418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495554.000000 Penalty: 9825.448242
Iteration 183Q: 17 clusters Score -2.149555e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 350 members 
Mstep: Class 5 contains 16706 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362743 members 
Mstep: Class 10 contains 232475 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 15896 members 
Mstep: Class 18 contains 3647 members 
Mstep: Class 19 contains 5840 members 
Mstep: Class 20 contains 42427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495596.000000 Penalty: 9825.448242
Iteration 184Q: 17 clusters Score -2.14956e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 16885 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362741 members 
Mstep: Class 10 contains 232433 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5896 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 3616 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 42434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495588.000000 Penalty: 9825.448242
Iteration 185Q: 17 clusters Score -2.149559e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 17061 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1986 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362745 members 
Mstep: Class 10 contains 232378 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 5894 members 
Mstep: Class 17 contains 15901 members 
Mstep: Class 18 contains 3594 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 42440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495644.000000 Penalty: 9825.448242
Iteration 186Q: 17 clusters Score -2.149564e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 17251 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1985 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362746 members 
Mstep: Class 10 contains 232330 members 
Mstep: Class 15 contains 1849 members 
Mstep: Class 16 contains 5893 members 
Mstep: Class 17 contains 15906 members 
Mstep: Class 18 contains 3568 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 42443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495694.000000 Penalty: 9825.448242
Iteration 187Q: 17 clusters Score -2.149569e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 17422 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362743 members 
Mstep: Class 10 contains 232286 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 16 contains 5893 members 
Mstep: Class 17 contains 15910 members 
Mstep: Class 18 contains 3549 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 42443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495740.000000 Penalty: 9825.448242
Iteration 188Q: 17 clusters Score -2.149574e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 17577 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1983 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362740 members 
Mstep: Class 10 contains 232244 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15911 members 
Mstep: Class 18 contains 3524 members 
Mstep: Class 19 contains 5286 members 
Mstep: Class 20 contains 42446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495738.000000 Penalty: 9825.448242
Iteration 189Q: 17 clusters Score -2.149574e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 17722 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362736 members 
Mstep: Class 10 contains 232206 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15914 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 5202 members 
Mstep: Class 20 contains 42449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495718.000000 Penalty: 9825.448242
Iteration 190Q: 17 clusters Score -2.149572e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 17857 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1982 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362730 members 
Mstep: Class 10 contains 232173 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15918 members 
Mstep: Class 18 contains 3489 members 
Mstep: Class 19 contains 5116 members 
Mstep: Class 20 contains 42450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495740.000000 Penalty: 9825.448242
Iteration 191Q: 17 clusters Score -2.149574e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 17985 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362727 members 
Mstep: Class 10 contains 232140 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15922 members 
Mstep: Class 18 contains 3483 members 
Mstep: Class 19 contains 5029 members 
Mstep: Class 20 contains 42451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495784.000000 Penalty: 9825.448242
Iteration 192Q: 17 clusters Score -2.149578e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 18100 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1980 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362727 members 
Mstep: Class 10 contains 232117 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15924 members 
Mstep: Class 18 contains 3479 members 
Mstep: Class 19 contains 4941 members 
Mstep: Class 20 contains 42449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495792.000000 Penalty: 9825.448242
Iteration 193Q: 17 clusters Score -2.149579e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 18200 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362726 members 
Mstep: Class 10 contains 232090 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15928 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 4866 members 
Mstep: Class 20 contains 42451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495840.000000 Penalty: 9825.448242
Iteration 194Q: 17 clusters Score -2.149584e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 18289 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1981 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362725 members 
Mstep: Class 10 contains 232049 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15928 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 4815 members 
Mstep: Class 20 contains 42456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495910.000000 Penalty: 9825.448242
Iteration 195Q: 17 clusters Score -2.149591e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 18381 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362722 members 
Mstep: Class 10 contains 232016 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 3472 members 
Mstep: Class 19 contains 4761 members 
Mstep: Class 20 contains 42460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495914.000000 Penalty: 9825.448242
Iteration 196Q: 17 clusters Score -2.149591e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 18457 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1976 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362714 members 
Mstep: Class 10 contains 231999 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15930 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 4722 members 
Mstep: Class 20 contains 42462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495930.000000 Penalty: 9825.448242
Iteration 197Q: 17 clusters Score -2.149593e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2199 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 18534 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1975 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362709 members 
Mstep: Class 10 contains 231981 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 3456 members 
Mstep: Class 19 contains 4670 members 
Mstep: Class 20 contains 42463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495924.000000 Penalty: 9825.448242
Iteration 198Q: 17 clusters Score -2.149592e+07 nChanged 110
Entering ConstructFrom: 
Score: -21495924.000000 Penalty: 9825.448242
Entering ConstructFrom: 
Trying to split cluster 1 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -72140.835938 Penalty: 350.136292
	Iteration 0F: 2 clusters Score -72140.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -70560.671875 Penalty: 700.272583
	Iteration 0F: 3 clusters Score -70560.67 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -71304.093750 Penalty: 700.272583
	Iteration 1F: 3 clusters Score -71304.09 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -71501.468750 Penalty: 700.272583
	Iteration 2F: 3 clusters Score -71501.47 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -71651.398438 Penalty: 700.272583
	Iteration 3F: 3 clusters Score -71651.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -71778.882812 Penalty: 700.272583
	Iteration 4F: 3 clusters Score -71778.88 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -71850.187500 Penalty: 700.272583
	Iteration 5Q: 3 clusters Score -71850.19 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -71888.921875 Penalty: 700.272583
	Iteration 6Q: 3 clusters Score -71888.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -71909.359375 Penalty: 700.272583
	Iteration 7Q: 3 clusters Score -71909.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -71914.875000 Penalty: 700.272583
	Iteration 8Q: 3 clusters Score -71914.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -71918.492188 Penalty: 700.272583
	Iteration 9Q: 3 clusters Score -71918.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -71924.523438 Penalty: 700.272583
	Iteration 10Q: 3 clusters Score -71924.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -71937.062500 Penalty: 700.272583
	Iteration 11Q: 3 clusters Score -71937.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -71944.937500 Penalty: 700.272583
	Iteration 12Q: 3 clusters Score -71944.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -71950.070312 Penalty: 700.272583
	Iteration 13Q: 3 clusters Score -71950.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -71954.570312 Penalty: 700.272583
	Iteration 14Q: 3 clusters Score -71954.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -71956.843750 Penalty: 700.272583
	Iteration 15Q: 3 clusters Score -71956.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -71958.570312 Penalty: 700.272583
	Iteration 16Q: 3 clusters Score -71958.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -71959.742188 Penalty: 700.272583
	Iteration 17Q: 3 clusters Score -71959.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -71960.031250 Penalty: 700.272583
	Iteration 18Q: 3 clusters Score -71960.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -71960.148438 Penalty: 700.272583
	Iteration 19Q: 3 clusters Score -71960.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -71960.359375 Penalty: 700.272583
	Iteration 20F: 3 clusters Score -71960.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -71960.804688 Penalty: 700.272583
	Iteration 21Q: 3 clusters Score -71960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -71961.843750 Penalty: 700.272583
	Iteration 22Q: 3 clusters Score -71961.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -71963.023438 Penalty: 700.272583
	Iteration 23Q: 3 clusters Score -71963.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -71963.882812 Penalty: 700.272583
	Iteration 24Q: 3 clusters Score -71963.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -71964.406250 Penalty: 700.272583
	Iteration 25Q: 3 clusters Score -71964.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -71965.757812 Penalty: 700.272583
	Iteration 26Q: 3 clusters Score -71965.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -71967.398438 Penalty: 700.272583
	Iteration 27Q: 3 clusters Score -71967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -71968.476562 Penalty: 700.272583
	Iteration 28Q: 3 clusters Score -71968.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -71969.882812 Penalty: 700.272583
	Iteration 29Q: 3 clusters Score -71969.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -71970.164062 Penalty: 700.272583
	Iteration 30Q: 3 clusters Score -71970.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -71970.843750 Penalty: 700.272583
	Iteration 31Q: 3 clusters Score -71970.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -71972.257812 Penalty: 700.272583
	Iteration 32Q: 3 clusters Score -71972.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -71972.781250 Penalty: 700.272583
	Iteration 33Q: 3 clusters Score -71972.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -71972.992188 Penalty: 700.272583
	Iteration 34Q: 3 clusters Score -71972.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -71973.125000 Penalty: 700.272583
	Iteration 35Q: 3 clusters Score -71973.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -71973.125000 Penalty: 700.272583
	Iteration 36F: 3 clusters Score -71973.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -73187.132812 Penalty: 350.136292
	Iteration 0F: 2 clusters Score -73187.13 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -71629.679688 Penalty: 700.272583
	Iteration 0F: 3 clusters Score -71629.68 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -72149.867188 Penalty: 700.272583
	Iteration 1F: 3 clusters Score -72149.87 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -72201.820312 Penalty: 700.272583
	Iteration 2F: 3 clusters Score -72201.82 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -72238.187500 Penalty: 700.272583
	Iteration 3Q: 3 clusters Score -72238.19 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -72284.070312 Penalty: 700.272583
	Iteration 4Q: 3 clusters Score -72284.07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -72353.703125 Penalty: 700.272583
	Iteration 5Q: 3 clusters Score -72353.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -72458.257812 Penalty: 700.272583
	Iteration 6F: 3 clusters Score -72458.26 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -72551.500000 Penalty: 700.272583
	Iteration 7Q: 3 clusters Score -72551.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -72640.781250 Penalty: 700.272583
	Iteration 8Q: 3 clusters Score -72640.78 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -72696.656250 Penalty: 700.272583
	Iteration 9Q: 3 clusters Score -72696.66 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -72740.898438 Penalty: 700.272583
	Iteration 10Q: 3 clusters Score -72740.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -72778.671875 Penalty: 700.272583
	Iteration 11Q: 3 clusters Score -72778.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -72805.257812 Penalty: 700.272583
	Iteration 12Q: 3 clusters Score -72805.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -72825.757812 Penalty: 700.272583
	Iteration 13Q: 3 clusters Score -72825.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -72847.773438 Penalty: 700.272583
	Iteration 14Q: 3 clusters Score -72847.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -72856.140625 Penalty: 700.272583
	Iteration 15Q: 3 clusters Score -72856.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -72859.476562 Penalty: 700.272583
	Iteration 16Q: 3 clusters Score -72859.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -72863.148438 Penalty: 700.272583
	Iteration 17Q: 3 clusters Score -72863.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -72865.781250 Penalty: 700.272583
	Iteration 18Q: 3 clusters Score -72865.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -72866.960938 Penalty: 700.272583
	Iteration 19Q: 3 clusters Score -72866.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -72868.757812 Penalty: 700.272583
	Iteration 20F: 3 clusters Score -72868.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -72871.148438 Penalty: 700.272583
	Iteration 21Q: 3 clusters Score -72871.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -72871.781250 Penalty: 700.272583
	Iteration 22Q: 3 clusters Score -72871.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -72872.054688 Penalty: 700.272583
	Iteration 23Q: 3 clusters Score -72872.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -72872.054688 Penalty: 700.272583
	Iteration 24F: 3 clusters Score -72872.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Entering Unmasked Estep 
Score: -151776.406250 Penalty: 383.450684
	Iteration 0F: 2 clusters Score -151776.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -148677.968750 Penalty: 766.901367
	Iteration 0F: 3 clusters Score -148678 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -149787.609375 Penalty: 766.901367
	Iteration 1F: 3 clusters Score -149787.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -149894.093750 Penalty: 766.901367
	Iteration 2F: 3 clusters Score -149894.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -149973.890625 Penalty: 766.901367
	Iteration 3Q: 3 clusters Score -149973.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -150032.750000 Penalty: 766.901367
	Iteration 4Q: 3 clusters Score -150032.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -150083.984375 Penalty: 766.901367
	Iteration 5Q: 3 clusters Score -150084 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -150140.500000 Penalty: 766.901367
	Iteration 6Q: 3 clusters Score -150140.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -150228.421875 Penalty: 766.901367
	Iteration 7Q: 3 clusters Score -150228.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -150398.281250 Penalty: 766.901367
	Iteration 8Q: 3 clusters Score -150398.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -150621.734375 Penalty: 766.901367
	Iteration 9F: 3 clusters Score -150621.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -150818.265625 Penalty: 766.901367
	Iteration 10F: 3 clusters Score -150818.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -150960.187500 Penalty: 766.901367
	Iteration 11Q: 3 clusters Score -150960.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -151043.906250 Penalty: 766.901367
	Iteration 12Q: 3 clusters Score -151043.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -151079.125000 Penalty: 766.901367
	Iteration 13Q: 3 clusters Score -151079.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -151095.375000 Penalty: 766.901367
	Iteration 14Q: 3 clusters Score -151095.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -151105.140625 Penalty: 766.901367
	Iteration 15Q: 3 clusters Score -151105.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -151111.437500 Penalty: 766.901367
	Iteration 16Q: 3 clusters Score -151111.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -151115.375000 Penalty: 766.901367
	Iteration 17Q: 3 clusters Score -151115.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -151119.265625 Penalty: 766.901367
	Iteration 18Q: 3 clusters Score -151119.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -151122.796875 Penalty: 766.901367
	Iteration 19Q: 3 clusters Score -151122.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -151126.968750 Penalty: 766.901367
	Iteration 20F: 3 clusters Score -151127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -151131.171875 Penalty: 766.901367
	Iteration 21Q: 3 clusters Score -151131.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -151133.406250 Penalty: 766.901367
	Iteration 22Q: 3 clusters Score -151133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -151134.921875 Penalty: 766.901367
	Iteration 23Q: 3 clusters Score -151134.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -151137.296875 Penalty: 766.901367
	Iteration 24Q: 3 clusters Score -151137.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -151138.703125 Penalty: 766.901367
	Iteration 25Q: 3 clusters Score -151138.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -151140.312500 Penalty: 766.901367
	Iteration 26Q: 3 clusters Score -151140.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -151142.500000 Penalty: 766.901367
	Iteration 27Q: 3 clusters Score -151142.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -151146.750000 Penalty: 766.901367
	Iteration 28Q: 3 clusters Score -151146.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -151149.828125 Penalty: 766.901367
	Iteration 29Q: 3 clusters Score -151149.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -151152.640625 Penalty: 766.901367
	Iteration 30Q: 3 clusters Score -151152.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -151155.078125 Penalty: 766.901367
	Iteration 31Q: 3 clusters Score -151155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -151156.234375 Penalty: 766.901367
	Iteration 32Q: 3 clusters Score -151156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -151157.046875 Penalty: 766.901367
	Iteration 33Q: 3 clusters Score -151157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -151159.312500 Penalty: 766.901367
	Iteration 34Q: 3 clusters Score -151159.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -151160.796875 Penalty: 766.901367
	Iteration 35Q: 3 clusters Score -151160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -151161.968750 Penalty: 766.901367
	Iteration 36Q: 3 clusters Score -151162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -151162.765625 Penalty: 766.901367
	Iteration 37Q: 3 clusters Score -151162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -151163.625000 Penalty: 766.901367
	Iteration 38Q: 3 clusters Score -151163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -151164.015625 Penalty: 766.901367
	Iteration 39Q: 3 clusters Score -151164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -151164.343750 Penalty: 766.901367
	Iteration 40F: 3 clusters Score -151164.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -151164.671875 Penalty: 766.901367
	Iteration 41Q: 3 clusters Score -151164.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -151165.296875 Penalty: 766.901367
	Iteration 42Q: 3 clusters Score -151165.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -151166.031250 Penalty: 766.901367
	Iteration 43Q: 3 clusters Score -151166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -151167.921875 Penalty: 766.901367
	Iteration 44Q: 3 clusters Score -151167.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -151170.046875 Penalty: 766.901367
	Iteration 45Q: 3 clusters Score -151170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -151171.406250 Penalty: 766.901367
	Iteration 46Q: 3 clusters Score -151171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -151174.015625 Penalty: 766.901367
	Iteration 47Q: 3 clusters Score -151174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -151175.265625 Penalty: 766.901367
	Iteration 48Q: 3 clusters Score -151175.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -151177.031250 Penalty: 766.901367
	Iteration 49Q: 3 clusters Score -151177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -151177.718750 Penalty: 766.901367
	Iteration 50Q: 3 clusters Score -151177.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -151178.593750 Penalty: 766.901367
	Iteration 51Q: 3 clusters Score -151178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -151178.421875 Penalty: 766.901367
	Iteration 52Q: 3 clusters Score -151178.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -151178.609375 Penalty: 766.901367
	Iteration 53Q: 3 clusters Score -151178.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -151178.781250 Penalty: 766.901367
	Iteration 54Q: 3 clusters Score -151178.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -151178.781250 Penalty: 766.901367
	Iteration 55F: 3 clusters Score -151178.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -8285.803711 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -8285.804 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 172 members 
Entering Unmasked Estep 
Score: -7916.019043 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -7916.019 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -8038.770020 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -8038.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -8079.210449 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -8079.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -8098.918945 Penalty: 535.128540
	Iteration 3Q: 3 clusters Score -8098.919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8118.728516 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -8118.729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -8139.104980 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -8139.105 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -8169.900879 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -8169.901 nChanged 12
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: -8201.802734 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -8201.803 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: -8227.556641 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -8227.557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -8250.992188 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -8250.992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -8256.965820 Penalty: 535.128540
	Iteration 10Q: 3 clusters Score -8256.966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8258.411133 Penalty: 535.128540
	Iteration 11Q: 3 clusters Score -8258.411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -8258.411133 Penalty: 535.128540
	Iteration 12F: 3 clusters Score -8258.411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Entering Unmasked Estep 
Score: -539461.500000 Penalty: 447.326263
	Iteration 0F: 2 clusters Score -539461.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -526934.437500 Penalty: 894.652527
	Iteration 0F: 3 clusters Score -526934.4 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -532128.250000 Penalty: 894.652527
	Iteration 1F: 3 clusters Score -532128.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -532443.125000 Penalty: 894.652527
	Iteration 2Q: 3 clusters Score -532443.1 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -532938.812500 Penalty: 894.652527
	Iteration 3F: 3 clusters Score -532938.8 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -533729.687500 Penalty: 894.652527
	Iteration 4F: 3 clusters Score -533729.7 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -534944.625000 Penalty: 894.652527
	Iteration 5F: 3 clusters Score -534944.6 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -536530.562500 Penalty: 894.652527
	Iteration 6F: 3 clusters Score -536530.6 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -537846.875000 Penalty: 894.652527
	Iteration 7F: 3 clusters Score -537846.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -538519.937500 Penalty: 894.652527
	Iteration 8Q: 3 clusters Score -538519.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -538840.312500 Penalty: 894.652527
	Iteration 9Q: 3 clusters Score -538840.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -538967.500000 Penalty: 894.652527
	Iteration 10Q: 3 clusters Score -538967.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -539019.687500 Penalty: 894.652527
	Iteration 11Q: 3 clusters Score -539019.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -539042.750000 Penalty: 894.652527
	Iteration 12Q: 3 clusters Score -539042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -539055.875000 Penalty: 894.652527
	Iteration 13Q: 3 clusters Score -539055.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -539064.125000 Penalty: 894.652527
	Iteration 14Q: 3 clusters Score -539064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -539071.375000 Penalty: 894.652527
	Iteration 15Q: 3 clusters Score -539071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -539075.250000 Penalty: 894.652527
	Iteration 16Q: 3 clusters Score -539075.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -539076.625000 Penalty: 894.652527
	Iteration 17Q: 3 clusters Score -539076.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -539081.250000 Penalty: 894.652527
	Iteration 18Q: 3 clusters Score -539081.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -539083.625000 Penalty: 894.652527
	Iteration 19Q: 3 clusters Score -539083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -539087.250000 Penalty: 894.652527
	Iteration 20F: 3 clusters Score -539087.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -539089.937500 Penalty: 894.652527
	Iteration 21Q: 3 clusters Score -539089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -539090.187500 Penalty: 894.652527
	Iteration 22Q: 3 clusters Score -539090.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18553 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -539090.187500 Penalty: 894.652527
	Iteration 23F: 3 clusters Score -539090.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Entering Unmasked Estep 
Score: -825367.687500 Penalty: 462.377930
	Iteration 0F: 2 clusters Score -825367.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -808098.812500 Penalty: 924.755859
	Iteration 0F: 3 clusters Score -808098.8 nChanged 12341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -815680.125000 Penalty: 924.755859
	Iteration 1F: 3 clusters Score -815680.1 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -816529.625000 Penalty: 924.755859
	Iteration 2F: 3 clusters Score -816529.6 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -817933.937500 Penalty: 924.755859
	Iteration 3F: 3 clusters Score -817933.9 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -819933.250000 Penalty: 924.755859
	Iteration 4F: 3 clusters Score -819933.2 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -821930.062500 Penalty: 924.755859
	Iteration 5F: 3 clusters Score -821930.1 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -823348.625000 Penalty: 924.755859
	Iteration 6F: 3 clusters Score -823348.6 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -823974.937500 Penalty: 924.755859
	Iteration 7Q: 3 clusters Score -823974.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -824311.937500 Penalty: 924.755859
	Iteration 8Q: 3 clusters Score -824311.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -824540.812500 Penalty: 924.755859
	Iteration 9Q: 3 clusters Score -824540.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -824684.375000 Penalty: 924.755859
	Iteration 10Q: 3 clusters Score -824684.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -824785.937500 Penalty: 924.755859
	Iteration 11Q: 3 clusters Score -824785.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -824859.937500 Penalty: 924.755859
	Iteration 12Q: 3 clusters Score -824859.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -824911.312500 Penalty: 924.755859
	Iteration 13Q: 3 clusters Score -824911.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -824955.187500 Penalty: 924.755859
	Iteration 14Q: 3 clusters Score -824955.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -825001.562500 Penalty: 924.755859
	Iteration 15Q: 3 clusters Score -825001.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -825044.000000 Penalty: 924.755859
	Iteration 16Q: 3 clusters Score -825044 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -825078.625000 Penalty: 924.755859
	Iteration 17Q: 3 clusters Score -825078.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -825106.187500 Penalty: 924.755859
	Iteration 18Q: 3 clusters Score -825106.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -825130.687500 Penalty: 924.755859
	Iteration 19Q: 3 clusters Score -825130.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -825148.187500 Penalty: 924.755859
	Iteration 20F: 3 clusters Score -825148.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -825162.375000 Penalty: 924.755859
	Iteration 21Q: 3 clusters Score -825162.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -825178.062500 Penalty: 924.755859
	Iteration 22Q: 3 clusters Score -825178.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -825190.875000 Penalty: 924.755859
	Iteration 23Q: 3 clusters Score -825190.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -825202.437500 Penalty: 924.755859
	Iteration 24Q: 3 clusters Score -825202.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -825210.375000 Penalty: 924.755859
	Iteration 25Q: 3 clusters Score -825210.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -825220.125000 Penalty: 924.755859
	Iteration 26Q: 3 clusters Score -825220.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -825232.625000 Penalty: 924.755859
	Iteration 27Q: 3 clusters Score -825232.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -825240.812500 Penalty: 924.755859
	Iteration 28Q: 3 clusters Score -825240.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -825247.250000 Penalty: 924.755859
	Iteration 29Q: 3 clusters Score -825247.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -825251.062500 Penalty: 924.755859
	Iteration 30Q: 3 clusters Score -825251.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -825250.875000 Penalty: 924.755859
	Iteration 31Q: 3 clusters Score -825250.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -825251.500000 Penalty: 924.755859
	Iteration 32Q: 3 clusters Score -825251.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -825253.312500 Penalty: 924.755859
	Iteration 33Q: 3 clusters Score -825253.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -825253.625000 Penalty: 924.755859
	Iteration 34Q: 3 clusters Score -825253.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -825254.750000 Penalty: 924.755859
	Iteration 35Q: 3 clusters Score -825254.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -825256.187500 Penalty: 924.755859
	Iteration 36Q: 3 clusters Score -825256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -825255.187500 Penalty: 924.755859
	Iteration 37Q: 3 clusters Score -825255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -825256.937500 Penalty: 924.755859
	Iteration 38Q: 3 clusters Score -825256.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -825256.375000 Penalty: 924.755859
	Iteration 39Q: 3 clusters Score -825256.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -825258.562500 Penalty: 924.755859
	Iteration 40F: 3 clusters Score -825258.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -825261.062500 Penalty: 924.755859
	Iteration 41Q: 3 clusters Score -825261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -825263.250000 Penalty: 924.755859
	Iteration 42Q: 3 clusters Score -825263.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -825264.375000 Penalty: 924.755859
	Iteration 43Q: 3 clusters Score -825264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -825263.937500 Penalty: 924.755859
	Iteration 44Q: 3 clusters Score -825263.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -825262.750000 Penalty: 924.755859
	Iteration 45Q: 3 clusters Score -825262.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -825262.625000 Penalty: 924.755859
	Iteration 46Q: 3 clusters Score -825262.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -825263.312500 Penalty: 924.755859
	Iteration 47Q: 3 clusters Score -825263.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -825264.687500 Penalty: 924.755859
	Iteration 48Q: 3 clusters Score -825264.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -825263.750000 Penalty: 924.755859
	Iteration 49Q: 3 clusters Score -825263.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -825265.187500 Penalty: 924.755859
	Iteration 50Q: 3 clusters Score -825265.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -825263.625000 Penalty: 924.755859
	Iteration 51Q: 3 clusters Score -825263.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -825266.250000 Penalty: 924.755859
	Iteration 52Q: 3 clusters Score -825266.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -825266.312500 Penalty: 924.755859
	Iteration 53Q: 3 clusters Score -825266.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -825267.312500 Penalty: 924.755859
	Iteration 54Q: 3 clusters Score -825267.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -825267.500000 Penalty: 924.755859
	Iteration 55Q: 3 clusters Score -825267.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -825269.312500 Penalty: 924.755859
	Iteration 56Q: 3 clusters Score -825269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -825271.375000 Penalty: 924.755859
	Iteration 57Q: 3 clusters Score -825271.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -825271.125000 Penalty: 924.755859
	Iteration 58Q: 3 clusters Score -825271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -825273.812500 Penalty: 924.755859
	Iteration 59Q: 3 clusters Score -825273.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -825273.125000 Penalty: 924.755859
	Iteration 60F: 3 clusters Score -825273.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -825276.812500 Penalty: 924.755859
	Iteration 61Q: 3 clusters Score -825276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -825275.500000 Penalty: 924.755859
	Iteration 62Q: 3 clusters Score -825275.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -825276.687500 Penalty: 924.755859
	Iteration 63Q: 3 clusters Score -825276.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -825276.062500 Penalty: 924.755859
	Iteration 64Q: 3 clusters Score -825276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -825276.500000 Penalty: 924.755859
	Iteration 65Q: 3 clusters Score -825276.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -825277.437500 Penalty: 924.755859
	Iteration 66Q: 3 clusters Score -825277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -825277.687500 Penalty: 924.755859
	Iteration 67Q: 3 clusters Score -825277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -825276.625000 Penalty: 924.755859
	Iteration 68Q: 3 clusters Score -825276.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -825276.625000 Penalty: 924.755859
	Iteration 69F: 3 clusters Score -825276.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Entering Unmasked Estep 
Score: -53254.250000 Penalty: 345.199554
	Iteration 0F: 2 clusters Score -53254.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -51821.402344 Penalty: 690.399109
	Iteration 0F: 3 clusters Score -51821.4 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -52224.015625 Penalty: 690.399109
	Iteration 1F: 3 clusters Score -52224.02 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -52318.566406 Penalty: 690.399109
	Iteration 2F: 3 clusters Score -52318.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -52407.769531 Penalty: 690.399109
	Iteration 3F: 3 clusters Score -52407.77 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -52503.960938 Penalty: 690.399109
	Iteration 4F: 3 clusters Score -52503.96 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -52619.789062 Penalty: 690.399109
	Iteration 5F: 3 clusters Score -52619.79 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -52732.992188 Penalty: 690.399109
	Iteration 6F: 3 clusters Score -52732.99 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -52784.988281 Penalty: 690.399109
	Iteration 7F: 3 clusters Score -52784.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -52810.382812 Penalty: 690.399109
	Iteration 8Q: 3 clusters Score -52810.38 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -52822.097656 Penalty: 690.399109
	Iteration 9Q: 3 clusters Score -52822.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -52828.398438 Penalty: 690.399109
	Iteration 10Q: 3 clusters Score -52828.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -52831.347656 Penalty: 690.399109
	Iteration 11Q: 3 clusters Score -52831.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -52833.503906 Penalty: 690.399109
	Iteration 12Q: 3 clusters Score -52833.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -52835.488281 Penalty: 690.399109
	Iteration 13Q: 3 clusters Score -52835.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -52836.980469 Penalty: 690.399109
	Iteration 14Q: 3 clusters Score -52836.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -52837.843750 Penalty: 690.399109
	Iteration 15Q: 3 clusters Score -52837.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -52838.132812 Penalty: 690.399109
	Iteration 16Q: 3 clusters Score -52838.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -52840.453125 Penalty: 690.399109
	Iteration 17Q: 3 clusters Score -52840.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -52842.187500 Penalty: 690.399109
	Iteration 18Q: 3 clusters Score -52842.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -52844.871094 Penalty: 690.399109
	Iteration 19Q: 3 clusters Score -52844.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -52846.968750 Penalty: 690.399109
	Iteration 20F: 3 clusters Score -52846.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -52847.628906 Penalty: 690.399109
	Iteration 21Q: 3 clusters Score -52847.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -52848.355469 Penalty: 690.399109
	Iteration 22Q: 3 clusters Score -52848.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -52849.714844 Penalty: 690.399109
	Iteration 23Q: 3 clusters Score -52849.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -52853.367188 Penalty: 690.399109
	Iteration 24Q: 3 clusters Score -52853.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -52860.722656 Penalty: 690.399109
	Iteration 25Q: 3 clusters Score -52860.72 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -52878.636719 Penalty: 690.399109
	Iteration 26Q: 3 clusters Score -52878.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -52896.109375 Penalty: 690.399109
	Iteration 27Q: 3 clusters Score -52896.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -52913.632812 Penalty: 690.399109
	Iteration 28Q: 3 clusters Score -52913.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -52930.527344 Penalty: 690.399109
	Iteration 29Q: 3 clusters Score -52930.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -52953.957031 Penalty: 690.399109
	Iteration 30Q: 3 clusters Score -52953.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -52977.789062 Penalty: 690.399109
	Iteration 31Q: 3 clusters Score -52977.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -52998.726562 Penalty: 690.399109
	Iteration 32Q: 3 clusters Score -52998.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -53017.855469 Penalty: 690.399109
	Iteration 33Q: 3 clusters Score -53017.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -53027.906250 Penalty: 690.399109
	Iteration 34Q: 3 clusters Score -53027.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -53037.179688 Penalty: 690.399109
	Iteration 35Q: 3 clusters Score -53037.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -53043.425781 Penalty: 690.399109
	Iteration 36Q: 3 clusters Score -53043.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -53047.007812 Penalty: 690.399109
	Iteration 37Q: 3 clusters Score -53047.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -53050.832031 Penalty: 690.399109
	Iteration 38Q: 3 clusters Score -53050.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -53055.160156 Penalty: 690.399109
	Iteration 39Q: 3 clusters Score -53055.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -53059.222656 Penalty: 690.399109
	Iteration 40F: 3 clusters Score -53059.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -53061.792969 Penalty: 690.399109
	Iteration 41Q: 3 clusters Score -53061.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -53063.777344 Penalty: 690.399109
	Iteration 42Q: 3 clusters Score -53063.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -53065.125000 Penalty: 690.399109
	Iteration 43Q: 3 clusters Score -53065.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -53065.574219 Penalty: 690.399109
	Iteration 44Q: 3 clusters Score -53065.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53065.648438 Penalty: 690.399109
	Iteration 45Q: 3 clusters Score -53065.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -53065.648438 Penalty: 690.399109
	Iteration 46F: 3 clusters Score -53065.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -67834.054688 Penalty: 349.089294
	Iteration 0F: 2 clusters Score -67834.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -66288.351562 Penalty: 698.178589
	Iteration 0F: 3 clusters Score -66288.35 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -66876.773438 Penalty: 698.178589
	Iteration 1F: 3 clusters Score -66876.77 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -66986.945312 Penalty: 698.178589
	Iteration 2F: 3 clusters Score -66986.95 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -67098.281250 Penalty: 698.178589
	Iteration 3F: 3 clusters Score -67098.28 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -67215.148438 Penalty: 698.178589
	Iteration 4F: 3 clusters Score -67215.15 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -67280.703125 Penalty: 698.178589
	Iteration 5Q: 3 clusters Score -67280.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -67333.734375 Penalty: 698.178589
	Iteration 6Q: 3 clusters Score -67333.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -67357.828125 Penalty: 698.178589
	Iteration 7Q: 3 clusters Score -67357.83 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -67371.054688 Penalty: 698.178589
	Iteration 8Q: 3 clusters Score -67371.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67387.507812 Penalty: 698.178589
	Iteration 9Q: 3 clusters Score -67387.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -67409.210938 Penalty: 698.178589
	Iteration 10Q: 3 clusters Score -67409.21 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -67429.578125 Penalty: 698.178589
	Iteration 11Q: 3 clusters Score -67429.58 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -67460.679688 Penalty: 698.178589
	Iteration 12Q: 3 clusters Score -67460.68 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -67497.476562 Penalty: 698.178589
	Iteration 13Q: 3 clusters Score -67497.48 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -67520.906250 Penalty: 698.178589
	Iteration 14Q: 3 clusters Score -67520.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67538.046875 Penalty: 698.178589
	Iteration 15Q: 3 clusters Score -67538.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67548.078125 Penalty: 698.178589
	Iteration 16Q: 3 clusters Score -67548.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -67553.859375 Penalty: 698.178589
	Iteration 17Q: 3 clusters Score -67553.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67560.671875 Penalty: 698.178589
	Iteration 18Q: 3 clusters Score -67560.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67570.195312 Penalty: 698.178589
	Iteration 19Q: 3 clusters Score -67570.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -67579.859375 Penalty: 698.178589
	Iteration 20F: 3 clusters Score -67579.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67587.867188 Penalty: 698.178589
	Iteration 21Q: 3 clusters Score -67587.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67595.257812 Penalty: 698.178589
	Iteration 22Q: 3 clusters Score -67595.26 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67603.945312 Penalty: 698.178589
	Iteration 23Q: 3 clusters Score -67603.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67613.476562 Penalty: 698.178589
	Iteration 24Q: 3 clusters Score -67613.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -67619.039062 Penalty: 698.178589
	Iteration 25Q: 3 clusters Score -67619.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67622.000000 Penalty: 698.178589
	Iteration 26Q: 3 clusters Score -67622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67623.289062 Penalty: 698.178589
	Iteration 27Q: 3 clusters Score -67623.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -67624.187500 Penalty: 698.178589
	Iteration 28Q: 3 clusters Score -67624.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -67625.710938 Penalty: 698.178589
	Iteration 29Q: 3 clusters Score -67625.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -67626.718750 Penalty: 698.178589
	Iteration 30Q: 3 clusters Score -67626.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67627.429688 Penalty: 698.178589
	Iteration 31Q: 3 clusters Score -67627.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67628.078125 Penalty: 698.178589
	Iteration 32Q: 3 clusters Score -67628.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67628.078125 Penalty: 698.178589
	Iteration 33F: 3 clusters Score -67628.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362707 members 
Entering Unmasked Estep 
Score: -11450557.000000 Penalty: 582.461426
	Iteration 0F: 2 clusters Score -1.145056e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181339 members 
Mstep: Class 2 contains 181368 members 
Entering Unmasked Estep 
Score: -11202905.000000 Penalty: 1164.922852
	Iteration 0F: 3 clusters Score -1.12029e+07 nChanged 179076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171673 members 
Mstep: Class 2 contains 191034 members 
Entering Unmasked Estep 
Score: -11310922.000000 Penalty: 1164.922852
	Iteration 1F: 3 clusters Score -1.131092e+07 nChanged 10929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 196535 members 
Entering Unmasked Estep 
Score: -11313719.000000 Penalty: 1164.922852
	Iteration 2Q: 3 clusters Score -1.131372e+07 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157389 members 
Mstep: Class 2 contains 205318 members 
Entering Unmasked Estep 
Score: -11318625.000000 Penalty: 1164.922852
	Iteration 3Q: 3 clusters Score -1.131862e+07 nChanged 17950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144345 members 
Mstep: Class 2 contains 218362 members 
Entering Unmasked Estep 
Score: -11326953.000000 Penalty: 1164.922852
	Iteration 4Q: 3 clusters Score -1.132695e+07 nChanged 22502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126367 members 
Mstep: Class 2 contains 236340 members 
Entering Unmasked Estep 
Score: -11342061.000000 Penalty: 1164.922852
	Iteration 5F: 3 clusters Score -1.134206e+07 nChanged 26015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104914 members 
Mstep: Class 2 contains 257793 members 
Entering Unmasked Estep 
Score: -11364748.000000 Penalty: 1164.922852
	Iteration 6F: 3 clusters Score -1.136475e+07 nChanged 25167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84879 members 
Mstep: Class 2 contains 277828 members 
Entering Unmasked Estep 
Score: -11389961.000000 Penalty: 1164.922852
	Iteration 7F: 3 clusters Score -1.138996e+07 nChanged 19415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71104 members 
Mstep: Class 2 contains 291603 members 
Entering Unmasked Estep 
Score: -11407801.000000 Penalty: 1164.922852
	Iteration 8F: 3 clusters Score -1.14078e+07 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 300517 members 
Entering Unmasked Estep 
Score: -11417029.000000 Penalty: 1164.922852
	Iteration 9Q: 3 clusters Score -1.141703e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55006 members 
Mstep: Class 2 contains 307701 members 
Entering Unmasked Estep 
Score: -11422324.000000 Penalty: 1164.922852
	Iteration 10Q: 3 clusters Score -1.142232e+07 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 314134 members 
Entering Unmasked Estep 
Score: -11426791.000000 Penalty: 1164.922852
	Iteration 11Q: 3 clusters Score -1.142679e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 319765 members 
Entering Unmasked Estep 
Score: -11430409.000000 Penalty: 1164.922852
	Iteration 12Q: 3 clusters Score -1.143041e+07 nChanged 5160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 324637 members 
Entering Unmasked Estep 
Score: -11433524.000000 Penalty: 1164.922852
	Iteration 13Q: 3 clusters Score -1.143352e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 328842 members 
Entering Unmasked Estep 
Score: -11435961.000000 Penalty: 1164.922852
	Iteration 14Q: 3 clusters Score -1.143596e+07 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 332470 members 
Entering Unmasked Estep 
Score: -11437893.000000 Penalty: 1164.922852
	Iteration 15Q: 3 clusters Score -1.143789e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 335695 members 
Entering Unmasked Estep 
Score: -11439639.000000 Penalty: 1164.922852
	Iteration 16Q: 3 clusters Score -1.143964e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 338616 members 
Entering Unmasked Estep 
Score: -11440980.000000 Penalty: 1164.922852
	Iteration 17Q: 3 clusters Score -1.144098e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 341156 members 
Entering Unmasked Estep 
Score: -11442000.000000 Penalty: 1164.922852
	Iteration 18Q: 3 clusters Score -1.1442e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 343363 members 
Entering Unmasked Estep 
Score: -11442858.000000 Penalty: 1164.922852
	Iteration 19Q: 3 clusters Score -1.144286e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 345448 members 
Entering Unmasked Estep 
Score: -11443639.000000 Penalty: 1164.922852
	Iteration 20F: 3 clusters Score -1.144364e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15360 members 
Mstep: Class 2 contains 347347 members 
Entering Unmasked Estep 
Score: -11444375.000000 Penalty: 1164.922852
	Iteration 21Q: 3 clusters Score -1.144438e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 349111 members 
Entering Unmasked Estep 
Score: -11445041.000000 Penalty: 1164.922852
	Iteration 22Q: 3 clusters Score -1.144504e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 350702 members 
Entering Unmasked Estep 
Score: -11445745.000000 Penalty: 1164.922852
	Iteration 23Q: 3 clusters Score -1.144574e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 352131 members 
Entering Unmasked Estep 
Score: -11446416.000000 Penalty: 1164.922852
	Iteration 24Q: 3 clusters Score -1.144642e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 353454 members 
Entering Unmasked Estep 
Score: -11446953.000000 Penalty: 1164.922852
	Iteration 25Q: 3 clusters Score -1.144695e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 354677 members 
Entering Unmasked Estep 
Score: -11447500.000000 Penalty: 1164.922852
	Iteration 26Q: 3 clusters Score -1.14475e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 355775 members 
Entering Unmasked Estep 
Score: -11447965.000000 Penalty: 1164.922852
	Iteration 27Q: 3 clusters Score -1.144796e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 356742 members 
Entering Unmasked Estep 
Score: -11448461.000000 Penalty: 1164.922852
	Iteration 28Q: 3 clusters Score -1.144846e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 357569 members 
Entering Unmasked Estep 
Score: -11448897.000000 Penalty: 1164.922852
	Iteration 29Q: 3 clusters Score -1.14489e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 358225 members 
Entering Unmasked Estep 
Score: -11449201.000000 Penalty: 1164.922852
	Iteration 30Q: 3 clusters Score -1.14492e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 358767 members 
Entering Unmasked Estep 
Score: -11449549.000000 Penalty: 1164.922852
	Iteration 31Q: 3 clusters Score -1.144955e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 359208 members 
Entering Unmasked Estep 
Score: -11449772.000000 Penalty: 1164.922852
	Iteration 32Q: 3 clusters Score -1.144977e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 359597 members 
Entering Unmasked Estep 
Score: -11449962.000000 Penalty: 1164.922852
	Iteration 33Q: 3 clusters Score -1.144996e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 359901 members 
Entering Unmasked Estep 
Score: -11450084.000000 Penalty: 1164.922852
	Iteration 34Q: 3 clusters Score -1.145008e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 360127 members 
Entering Unmasked Estep 
Score: -11450220.000000 Penalty: 1164.922852
	Iteration 35Q: 3 clusters Score -1.145022e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 360312 members 
Entering Unmasked Estep 
Score: -11450340.000000 Penalty: 1164.922852
	Iteration 36Q: 3 clusters Score -1.145034e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 360467 members 
Entering Unmasked Estep 
Score: -11450400.000000 Penalty: 1164.922852
	Iteration 37Q: 3 clusters Score -1.14504e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 360590 members 
Entering Unmasked Estep 
Score: -11450441.000000 Penalty: 1164.922852
	Iteration 38Q: 3 clusters Score -1.145044e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 360687 members 
Entering Unmasked Estep 
Score: -11450487.000000 Penalty: 1164.922852
	Iteration 39Q: 3 clusters Score -1.145049e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 360739 members 
Entering Unmasked Estep 
Score: -11450477.000000 Penalty: 1164.922852
	Iteration 40F: 3 clusters Score -1.145048e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 360770 members 
Entering Unmasked Estep 
Score: -11450489.000000 Penalty: 1164.922852
	Iteration 41Q: 3 clusters Score -1.145049e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 360795 members 
Entering Unmasked Estep 
Score: -11450510.000000 Penalty: 1164.922852
	Iteration 42Q: 3 clusters Score -1.145051e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 360818 members 
Entering Unmasked Estep 
Score: -11450519.000000 Penalty: 1164.922852
	Iteration 43Q: 3 clusters Score -1.145052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 360849 members 
Entering Unmasked Estep 
Score: -11450526.000000 Penalty: 1164.922852
	Iteration 44Q: 3 clusters Score -1.145053e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 360874 members 
Entering Unmasked Estep 
Score: -11450528.000000 Penalty: 1164.922852
	Iteration 45Q: 3 clusters Score -1.145053e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 360890 members 
Entering Unmasked Estep 
Score: -11450529.000000 Penalty: 1164.922852
	Iteration 46Q: 3 clusters Score -1.145053e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 360907 members 
Entering Unmasked Estep 
Score: -11450532.000000 Penalty: 1164.922852
	Iteration 47Q: 3 clusters Score -1.145053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 360922 members 
Entering Unmasked Estep 
Score: -11450546.000000 Penalty: 1164.922852
	Iteration 48Q: 3 clusters Score -1.145055e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 360930 members 
Entering Unmasked Estep 
Score: -11450553.000000 Penalty: 1164.922852
	Iteration 49Q: 3 clusters Score -1.145055e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 360947 members 
Entering Unmasked Estep 
Score: -11450550.000000 Penalty: 1164.922852
	Iteration 50Q: 3 clusters Score -1.145055e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 360959 members 
Entering Unmasked Estep 
Score: -11450550.000000 Penalty: 1164.922852
	Iteration 51Q: 3 clusters Score -1.145055e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 360972 members 
Entering Unmasked Estep 
Score: -11450534.000000 Penalty: 1164.922852
	Iteration 52Q: 3 clusters Score -1.145053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 360980 members 
Entering Unmasked Estep 
Score: -11450537.000000 Penalty: 1164.922852
	Iteration 53Q: 3 clusters Score -1.145054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 360984 members 
Entering Unmasked Estep 
Score: -11450544.000000 Penalty: 1164.922852
	Iteration 54Q: 3 clusters Score -1.145054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 360988 members 
Entering Unmasked Estep 
Score: -11450541.000000 Penalty: 1164.922852
	Iteration 55Q: 3 clusters Score -1.145054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 360995 members 
Entering Unmasked Estep 
Score: -11450533.000000 Penalty: 1164.922852
	Iteration 56Q: 3 clusters Score -1.145053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 361002 members 
Entering Unmasked Estep 
Score: -11450534.000000 Penalty: 1164.922852
	Iteration 57Q: 3 clusters Score -1.145053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 361003 members 
Entering Unmasked Estep 
Score: -11450532.000000 Penalty: 1164.922852
	Iteration 58Q: 3 clusters Score -1.145053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 361003 members 
Entering Unmasked Estep 
Score: -11450534.000000 Penalty: 1164.922852
	Iteration 59Q: 3 clusters Score -1.145053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 361008 members 
Entering Unmasked Estep 
Score: -11450520.000000 Penalty: 1164.922852
	Iteration 60F: 3 clusters Score -1.145052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 361009 members 
Entering Unmasked Estep 
Score: -11450515.000000 Penalty: 1164.922852
	Iteration 61Q: 3 clusters Score -1.145052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 361011 members 
Entering Unmasked Estep 
Score: -11450519.000000 Penalty: 1164.922852
	Iteration 62Q: 3 clusters Score -1.145052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 361013 members 
Entering Unmasked Estep 
Score: -11450523.000000 Penalty: 1164.922852
	Iteration 63Q: 3 clusters Score -1.145052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 361018 members 
Entering Unmasked Estep 
Score: -11450510.000000 Penalty: 1164.922852
	Iteration 64Q: 3 clusters Score -1.145051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 361020 members 
Entering Unmasked Estep 
Score: -11450506.000000 Penalty: 1164.922852
	Iteration 65Q: 3 clusters Score -1.145051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 361022 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 1164.922852
	Iteration 66Q: 3 clusters Score -1.14505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 361023 members 
Entering Unmasked Estep 
Score: -11450505.000000 Penalty: 1164.922852
	Iteration 67Q: 3 clusters Score -1.14505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 361024 members 
Entering Unmasked Estep 
Score: -11450500.000000 Penalty: 1164.922852
	Iteration 68Q: 3 clusters Score -1.14505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 361026 members 
Entering Unmasked Estep 
Score: -11450505.000000 Penalty: 1164.922852
	Iteration 69Q: 3 clusters Score -1.14505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 361027 members 
Entering Unmasked Estep 
Score: -11450498.000000 Penalty: 1164.922852
	Iteration 70Q: 3 clusters Score -1.14505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 361030 members 
Entering Unmasked Estep 
Score: -11450500.000000 Penalty: 1164.922852
	Iteration 71Q: 3 clusters Score -1.14505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 361033 members 
Entering Unmasked Estep 
Score: -11450507.000000 Penalty: 1164.922852
	Iteration 72Q: 3 clusters Score -1.145051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 361035 members 
Entering Unmasked Estep 
Score: -11450505.000000 Penalty: 1164.922852
	Iteration 73Q: 3 clusters Score -1.14505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 361036 members 
Entering Unmasked Estep 
Score: -11450504.000000 Penalty: 1164.922852
	Iteration 74Q: 3 clusters Score -1.14505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 361038 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 1164.922852
	Iteration 75Q: 3 clusters Score -1.14505e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 361039 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 1164.922852
	Iteration 76Q: 3 clusters Score -1.14505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 361039 members 
Entering Unmasked Estep 
Score: -11450503.000000 Penalty: 1164.922852
	Iteration 77F: 3 clusters Score -1.14505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (231964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231964 members 
Entering Unmasked Estep 
Score: -6896157.000000 Penalty: 562.122375
	Iteration 0F: 2 clusters Score -6896157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115731 members 
Mstep: Class 2 contains 116233 members 
Entering Unmasked Estep 
Score: -6737703.000000 Penalty: 1124.244751
	Iteration 0F: 3 clusters Score -6737703 nChanged 114169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 136512 members 
Entering Unmasked Estep 
Score: -6810368.500000 Penalty: 1124.244751
	Iteration 1F: 3 clusters Score -6810368 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84211 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -6816849.500000 Penalty: 1124.244751
	Iteration 2F: 3 clusters Score -6816850 nChanged 16581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -6828441.500000 Penalty: 1124.244751
	Iteration 3F: 3 clusters Score -6828442 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -6846346.500000 Penalty: 1124.244751
	Iteration 4F: 3 clusters Score -6846346 nChanged 19182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 201323 members 
Entering Unmasked Estep 
Score: -6866018.500000 Penalty: 1124.244751
	Iteration 5F: 3 clusters Score -6866018 nChanged 14014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 215253 members 
Entering Unmasked Estep 
Score: -6880297.500000 Penalty: 1124.244751
	Iteration 6F: 3 clusters Score -6880298 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 223456 members 
Entering Unmasked Estep 
Score: -6888295.500000 Penalty: 1124.244751
	Iteration 7Q: 3 clusters Score -6888296 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 227892 members 
Entering Unmasked Estep 
Score: -6892404.500000 Penalty: 1124.244751
	Iteration 8Q: 3 clusters Score -6892404 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 230090 members 
Entering Unmasked Estep 
Score: -6894270.500000 Penalty: 1124.244751
	Iteration 9Q: 3 clusters Score -6894270 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 231080 members 
Entering Unmasked Estep 
Score: -6895050.500000 Penalty: 1124.244751
	Iteration 10Q: 3 clusters Score -6895050 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 231491 members 
Entering Unmasked Estep 
Score: -6895428.000000 Penalty: 1124.244751
	Iteration 11Q: 3 clusters Score -6895428 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 231649 members 
Entering Unmasked Estep 
Score: -6895578.000000 Penalty: 1124.244751
	Iteration 12Q: 3 clusters Score -6895578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 231707 members 
Entering Unmasked Estep 
Score: -6895645.000000 Penalty: 1124.244751
	Iteration 13Q: 3 clusters Score -6895645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231716 members 
Entering Unmasked Estep 
Score: -6895672.500000 Penalty: 1124.244751
	Iteration 14Q: 3 clusters Score -6895672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 231719 members 
Entering Unmasked Estep 
Score: -6895690.000000 Penalty: 1124.244751
	Iteration 15Q: 3 clusters Score -6895690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 231721 members 
Entering Unmasked Estep 
Score: -6895702.500000 Penalty: 1124.244751
	Iteration 16Q: 3 clusters Score -6895702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 231717 members 
Entering Unmasked Estep 
Score: -6895703.500000 Penalty: 1124.244751
	Iteration 17Q: 3 clusters Score -6895704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 231721 members 
Entering Unmasked Estep 
Score: -6895700.000000 Penalty: 1124.244751
	Iteration 18Q: 3 clusters Score -6895700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 231721 members 
Entering Unmasked Estep 
Score: -6895705.000000 Penalty: 1124.244751
	Iteration 19Q: 3 clusters Score -6895705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231723 members 
Entering Unmasked Estep 
Score: -6895707.500000 Penalty: 1124.244751
	Iteration 20F: 3 clusters Score -6895708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231725 members 
Entering Unmasked Estep 
Score: -6895716.000000 Penalty: 1124.244751
	Iteration 21Q: 3 clusters Score -6895716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231726 members 
Entering Unmasked Estep 
Score: -6895715.500000 Penalty: 1124.244751
	Iteration 22Q: 3 clusters Score -6895716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231726 members 
Entering Unmasked Estep 
Score: -6895715.500000 Penalty: 1124.244751
	Iteration 23F: 3 clusters Score -6895716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Entering Unmasked Estep 
Score: -60800.761719 Penalty: 342.342987
	Iteration 0F: 2 clusters Score -60800.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -59459.621094 Penalty: 684.685974
	Iteration 0F: 3 clusters Score -59459.62 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -59868.710938 Penalty: 684.685974
	Iteration 1F: 3 clusters Score -59868.71 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -59931.921875 Penalty: 684.685974
	Iteration 2F: 3 clusters Score -59931.92 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -59977.777344 Penalty: 684.685974
	Iteration 3F: 3 clusters Score -59977.78 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -60020.746094 Penalty: 684.685974
	Iteration 4Q: 3 clusters Score -60020.75 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -60069.613281 Penalty: 684.685974
	Iteration 5Q: 3 clusters Score -60069.61 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -60134.125000 Penalty: 684.685974
	Iteration 6Q: 3 clusters Score -60134.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -60203.343750 Penalty: 684.685974
	Iteration 7Q: 3 clusters Score -60203.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -60242.789062 Penalty: 684.685974
	Iteration 8Q: 3 clusters Score -60242.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -60289.929688 Penalty: 684.685974
	Iteration 9Q: 3 clusters Score -60289.93 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -60322.218750 Penalty: 684.685974
	Iteration 10Q: 3 clusters Score -60322.22 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -60337.332031 Penalty: 684.685974
	Iteration 11Q: 3 clusters Score -60337.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -60347.199219 Penalty: 684.685974
	Iteration 12Q: 3 clusters Score -60347.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -60353.800781 Penalty: 684.685974
	Iteration 13Q: 3 clusters Score -60353.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -60360.882812 Penalty: 684.685974
	Iteration 14Q: 3 clusters Score -60360.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -60367.292969 Penalty: 684.685974
	Iteration 15Q: 3 clusters Score -60367.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -60372.285156 Penalty: 684.685974
	Iteration 16Q: 3 clusters Score -60372.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -60374.667969 Penalty: 684.685974
	Iteration 17Q: 3 clusters Score -60374.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -60376.660156 Penalty: 684.685974
	Iteration 18Q: 3 clusters Score -60376.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -60378.878906 Penalty: 684.685974
	Iteration 19Q: 3 clusters Score -60378.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -60380.000000 Penalty: 684.685974
	Iteration 20F: 3 clusters Score -60380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -60381.214844 Penalty: 684.685974
	Iteration 21Q: 3 clusters Score -60381.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -60382.949219 Penalty: 684.685974
	Iteration 22Q: 3 clusters Score -60382.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -60383.460938 Penalty: 684.685974
	Iteration 23Q: 3 clusters Score -60383.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -60384.140625 Penalty: 684.685974
	Iteration 24Q: 3 clusters Score -60384.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -60384.964844 Penalty: 684.685974
	Iteration 25Q: 3 clusters Score -60384.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -60385.511719 Penalty: 684.685974
	Iteration 26Q: 3 clusters Score -60385.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -60385.945312 Penalty: 684.685974
	Iteration 27Q: 3 clusters Score -60385.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -60386.343750 Penalty: 684.685974
	Iteration 28Q: 3 clusters Score -60386.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -60387.617188 Penalty: 684.685974
	Iteration 29Q: 3 clusters Score -60387.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -60389.035156 Penalty: 684.685974
	Iteration 30Q: 3 clusters Score -60389.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -60389.621094 Penalty: 684.685974
	Iteration 31Q: 3 clusters Score -60389.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -60390.574219 Penalty: 684.685974
	Iteration 32Q: 3 clusters Score -60390.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -60391.351562 Penalty: 684.685974
	Iteration 33Q: 3 clusters Score -60391.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -60392.250000 Penalty: 684.685974
	Iteration 34Q: 3 clusters Score -60392.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -60392.351562 Penalty: 684.685974
	Iteration 35Q: 3 clusters Score -60392.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -60392.351562 Penalty: 684.685974
	Iteration 36F: 3 clusters Score -60392.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Entering Unmasked Estep 
Score: -202767.046875 Penalty: 395.001465
	Iteration 0F: 2 clusters Score -202767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -198843.578125 Penalty: 790.002930
	Iteration 0F: 3 clusters Score -198843.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -200503.781250 Penalty: 790.002930
	Iteration 1F: 3 clusters Score -200503.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -200815.203125 Penalty: 790.002930
	Iteration 2F: 3 clusters Score -200815.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -201197.171875 Penalty: 790.002930
	Iteration 3F: 3 clusters Score -201197.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -201598.578125 Penalty: 790.002930
	Iteration 4F: 3 clusters Score -201598.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -201901.656250 Penalty: 790.002930
	Iteration 5F: 3 clusters Score -201901.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -202073.562500 Penalty: 790.002930
	Iteration 6Q: 3 clusters Score -202073.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -202189.515625 Penalty: 790.002930
	Iteration 7Q: 3 clusters Score -202189.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -202264.812500 Penalty: 790.002930
	Iteration 8Q: 3 clusters Score -202264.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -202318.109375 Penalty: 790.002930
	Iteration 9Q: 3 clusters Score -202318.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -202361.500000 Penalty: 790.002930
	Iteration 10Q: 3 clusters Score -202361.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -202391.734375 Penalty: 790.002930
	Iteration 11Q: 3 clusters Score -202391.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -202409.703125 Penalty: 790.002930
	Iteration 12Q: 3 clusters Score -202409.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -202425.406250 Penalty: 790.002930
	Iteration 13Q: 3 clusters Score -202425.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -202439.421875 Penalty: 790.002930
	Iteration 14Q: 3 clusters Score -202439.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -202450.484375 Penalty: 790.002930
	Iteration 15Q: 3 clusters Score -202450.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -202462.343750 Penalty: 790.002930
	Iteration 16Q: 3 clusters Score -202462.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -202472.875000 Penalty: 790.002930
	Iteration 17Q: 3 clusters Score -202472.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -202483.171875 Penalty: 790.002930
	Iteration 18Q: 3 clusters Score -202483.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -202491.937500 Penalty: 790.002930
	Iteration 19Q: 3 clusters Score -202491.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -202497.312500 Penalty: 790.002930
	Iteration 20F: 3 clusters Score -202497.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -202500.906250 Penalty: 790.002930
	Iteration 21Q: 3 clusters Score -202500.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -202505.812500 Penalty: 790.002930
	Iteration 22Q: 3 clusters Score -202505.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -202508.312500 Penalty: 790.002930
	Iteration 23Q: 3 clusters Score -202508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -202510.421875 Penalty: 790.002930
	Iteration 24Q: 3 clusters Score -202510.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -202510.375000 Penalty: 790.002930
	Iteration 25Q: 3 clusters Score -202510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -202510.984375 Penalty: 790.002930
	Iteration 26Q: 3 clusters Score -202511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -202512.062500 Penalty: 790.002930
	Iteration 27Q: 3 clusters Score -202512.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -202513.687500 Penalty: 790.002930
	Iteration 28Q: 3 clusters Score -202513.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -202514.125000 Penalty: 790.002930
	Iteration 29Q: 3 clusters Score -202514.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -202515.828125 Penalty: 790.002930
	Iteration 30Q: 3 clusters Score -202515.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -202516.281250 Penalty: 790.002930
	Iteration 31Q: 3 clusters Score -202516.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -202518.265625 Penalty: 790.002930
	Iteration 32Q: 3 clusters Score -202518.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -202519.453125 Penalty: 790.002930
	Iteration 33Q: 3 clusters Score -202519.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -202520.000000 Penalty: 790.002930
	Iteration 34Q: 3 clusters Score -202520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -202520.718750 Penalty: 790.002930
	Iteration 35Q: 3 clusters Score -202520.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -202521.187500 Penalty: 790.002930
	Iteration 36Q: 3 clusters Score -202521.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -202521.109375 Penalty: 790.002930
	Iteration 37Q: 3 clusters Score -202521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -202521.109375 Penalty: 790.002930
	Iteration 38F: 3 clusters Score -202521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Entering Unmasked Estep 
Score: -510016.562500 Penalty: 440.259033
	Iteration 0F: 2 clusters Score -510016.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -499425.343750 Penalty: 880.518066
	Iteration 0F: 3 clusters Score -499425.3 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -503809.218750 Penalty: 880.518066
	Iteration 1F: 3 clusters Score -503809.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -504008.187500 Penalty: 880.518066
	Iteration 2Q: 3 clusters Score -504008.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -504200.500000 Penalty: 880.518066
	Iteration 3Q: 3 clusters Score -504200.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -504446.500000 Penalty: 880.518066
	Iteration 4Q: 3 clusters Score -504446.5 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -504766.812500 Penalty: 880.518066
	Iteration 5Q: 3 clusters Score -504766.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -505206.031250 Penalty: 880.518066
	Iteration 6F: 3 clusters Score -505206 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -505823.625000 Penalty: 880.518066
	Iteration 7F: 3 clusters Score -505823.6 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -506589.562500 Penalty: 880.518066
	Iteration 8F: 3 clusters Score -506589.6 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -507275.000000 Penalty: 880.518066
	Iteration 9F: 3 clusters Score -507275 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -507675.718750 Penalty: 880.518066
	Iteration 10Q: 3 clusters Score -507675.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -507899.187500 Penalty: 880.518066
	Iteration 11Q: 3 clusters Score -507899.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -508051.625000 Penalty: 880.518066
	Iteration 12Q: 3 clusters Score -508051.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -508204.937500 Penalty: 880.518066
	Iteration 13Q: 3 clusters Score -508204.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -508356.937500 Penalty: 880.518066
	Iteration 14Q: 3 clusters Score -508356.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -508505.781250 Penalty: 880.518066
	Iteration 15Q: 3 clusters Score -508505.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -508652.125000 Penalty: 880.518066
	Iteration 16Q: 3 clusters Score -508652.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -508781.687500 Penalty: 880.518066
	Iteration 17Q: 3 clusters Score -508781.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -508909.750000 Penalty: 880.518066
	Iteration 18Q: 3 clusters Score -508909.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -509023.625000 Penalty: 880.518066
	Iteration 19Q: 3 clusters Score -509023.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -509136.093750 Penalty: 880.518066
	Iteration 20F: 3 clusters Score -509136.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -509231.281250 Penalty: 880.518066
	Iteration 21Q: 3 clusters Score -509231.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -509312.625000 Penalty: 880.518066
	Iteration 22Q: 3 clusters Score -509312.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -509378.875000 Penalty: 880.518066
	Iteration 23Q: 3 clusters Score -509378.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -509437.500000 Penalty: 880.518066
	Iteration 24Q: 3 clusters Score -509437.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -509499.937500 Penalty: 880.518066
	Iteration 25Q: 3 clusters Score -509499.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -509553.968750 Penalty: 880.518066
	Iteration 26Q: 3 clusters Score -509554 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -509595.812500 Penalty: 880.518066
	Iteration 27Q: 3 clusters Score -509595.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -509622.656250 Penalty: 880.518066
	Iteration 28Q: 3 clusters Score -509622.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -509646.468750 Penalty: 880.518066
	Iteration 29Q: 3 clusters Score -509646.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -509665.312500 Penalty: 880.518066
	Iteration 30Q: 3 clusters Score -509665.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -509684.593750 Penalty: 880.518066
	Iteration 31Q: 3 clusters Score -509684.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -509691.500000 Penalty: 880.518066
	Iteration 32Q: 3 clusters Score -509691.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -509698.187500 Penalty: 880.518066
	Iteration 33Q: 3 clusters Score -509698.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -509706.093750 Penalty: 880.518066
	Iteration 34Q: 3 clusters Score -509706.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -509712.593750 Penalty: 880.518066
	Iteration 35Q: 3 clusters Score -509712.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -509716.500000 Penalty: 880.518066
	Iteration 36Q: 3 clusters Score -509716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -509719.375000 Penalty: 880.518066
	Iteration 37Q: 3 clusters Score -509719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -509720.562500 Penalty: 880.518066
	Iteration 38Q: 3 clusters Score -509720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -509722.093750 Penalty: 880.518066
	Iteration 39Q: 3 clusters Score -509722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -509724.750000 Penalty: 880.518066
	Iteration 40F: 3 clusters Score -509724.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -509726.437500 Penalty: 880.518066
	Iteration 41Q: 3 clusters Score -509726.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -509729.000000 Penalty: 880.518066
	Iteration 42Q: 3 clusters Score -509729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -509732.375000 Penalty: 880.518066
	Iteration 43Q: 3 clusters Score -509732.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -509733.250000 Penalty: 880.518066
	Iteration 44Q: 3 clusters Score -509733.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -509735.062500 Penalty: 880.518066
	Iteration 45Q: 3 clusters Score -509735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -509739.343750 Penalty: 880.518066
	Iteration 46Q: 3 clusters Score -509739.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -509741.312500 Penalty: 880.518066
	Iteration 47Q: 3 clusters Score -509741.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -509741.906250 Penalty: 880.518066
	Iteration 48Q: 3 clusters Score -509741.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -509741.250000 Penalty: 880.518066
	Iteration 49Q: 3 clusters Score -509741.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -509741.718750 Penalty: 880.518066
	Iteration 50Q: 3 clusters Score -509741.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -509741.718750 Penalty: 880.518066
	Iteration 51F: 3 clusters Score -509741.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Entering Unmasked Estep 
Score: -96414.617188 Penalty: 370.662079
	Iteration 0F: 2 clusters Score -96414.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -94019.031250 Penalty: 741.324158
	Iteration 0F: 3 clusters Score -94019.03 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -94911.625000 Penalty: 741.324158
	Iteration 1F: 3 clusters Score -94911.62 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -95084.820312 Penalty: 741.324158
	Iteration 2F: 3 clusters Score -95084.82 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -95323.835938 Penalty: 741.324158
	Iteration 3F: 3 clusters Score -95323.84 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -95557.500000 Penalty: 741.324158
	Iteration 4F: 3 clusters Score -95557.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -95790.921875 Penalty: 741.324158
	Iteration 5F: 3 clusters Score -95790.92 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -95982.265625 Penalty: 741.324158
	Iteration 6F: 3 clusters Score -95982.27 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -96115.718750 Penalty: 741.324158
	Iteration 7F: 3 clusters Score -96115.72 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -96206.914062 Penalty: 741.324158
	Iteration 8Q: 3 clusters Score -96206.91 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -96289.820312 Penalty: 741.324158
	Iteration 9Q: 3 clusters Score -96289.82 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -96337.007812 Penalty: 741.324158
	Iteration 10Q: 3 clusters Score -96337.01 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -96359.890625 Penalty: 741.324158
	Iteration 11Q: 3 clusters Score -96359.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -96373.445312 Penalty: 741.324158
	Iteration 12Q: 3 clusters Score -96373.45 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -96378.437500 Penalty: 741.324158
	Iteration 13Q: 3 clusters Score -96378.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -96381.515625 Penalty: 741.324158
	Iteration 14Q: 3 clusters Score -96381.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -96384.039062 Penalty: 741.324158
	Iteration 15Q: 3 clusters Score -96384.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -96385.398438 Penalty: 741.324158
	Iteration 16Q: 3 clusters Score -96385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -96386.281250 Penalty: 741.324158
	Iteration 17Q: 3 clusters Score -96386.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -96386.687500 Penalty: 741.324158
	Iteration 18Q: 3 clusters Score -96386.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -96386.687500 Penalty: 741.324158
	Iteration 19F: 3 clusters Score -96386.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Entering Unmasked Estep 
Score: -142157.703125 Penalty: 383.945648
	Iteration 0F: 2 clusters Score -142157.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -139003.781250 Penalty: 767.891296
	Iteration 0F: 3 clusters Score -139003.8 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -140127.765625 Penalty: 767.891296
	Iteration 1F: 3 clusters Score -140127.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -140212.390625 Penalty: 767.891296
	Iteration 2F: 3 clusters Score -140212.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -140295.953125 Penalty: 767.891296
	Iteration 3Q: 3 clusters Score -140296 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -140387.703125 Penalty: 767.891296
	Iteration 4Q: 3 clusters Score -140387.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -140481.046875 Penalty: 767.891296
	Iteration 5Q: 3 clusters Score -140481 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -140630.484375 Penalty: 767.891296
	Iteration 6Q: 3 clusters Score -140630.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -140839.031250 Penalty: 767.891296
	Iteration 7F: 3 clusters Score -140839 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -141063.031250 Penalty: 767.891296
	Iteration 8F: 3 clusters Score -141063 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -141244.500000 Penalty: 767.891296
	Iteration 9F: 3 clusters Score -141244.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -141329.015625 Penalty: 767.891296
	Iteration 10Q: 3 clusters Score -141329 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -141370.796875 Penalty: 767.891296
	Iteration 11Q: 3 clusters Score -141370.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -141400.718750 Penalty: 767.891296
	Iteration 12Q: 3 clusters Score -141400.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -141424.750000 Penalty: 767.891296
	Iteration 13Q: 3 clusters Score -141424.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -141446.046875 Penalty: 767.891296
	Iteration 14Q: 3 clusters Score -141446 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -141471.265625 Penalty: 767.891296
	Iteration 15Q: 3 clusters Score -141471.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -141494.203125 Penalty: 767.891296
	Iteration 16Q: 3 clusters Score -141494.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -141517.328125 Penalty: 767.891296
	Iteration 17Q: 3 clusters Score -141517.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -141537.921875 Penalty: 767.891296
	Iteration 18Q: 3 clusters Score -141537.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -141560.421875 Penalty: 767.891296
	Iteration 19Q: 3 clusters Score -141560.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -141578.093750 Penalty: 767.891296
	Iteration 20F: 3 clusters Score -141578.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -141596.187500 Penalty: 767.891296
	Iteration 21Q: 3 clusters Score -141596.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -141621.828125 Penalty: 767.891296
	Iteration 22Q: 3 clusters Score -141621.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -141640.890625 Penalty: 767.891296
	Iteration 23Q: 3 clusters Score -141640.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -141659.000000 Penalty: 767.891296
	Iteration 24Q: 3 clusters Score -141659 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -141674.359375 Penalty: 767.891296
	Iteration 25Q: 3 clusters Score -141674.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -141688.734375 Penalty: 767.891296
	Iteration 26Q: 3 clusters Score -141688.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -141699.890625 Penalty: 767.891296
	Iteration 27Q: 3 clusters Score -141699.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -141705.531250 Penalty: 767.891296
	Iteration 28Q: 3 clusters Score -141705.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -141710.203125 Penalty: 767.891296
	Iteration 29Q: 3 clusters Score -141710.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -141713.953125 Penalty: 767.891296
	Iteration 30Q: 3 clusters Score -141714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -141719.531250 Penalty: 767.891296
	Iteration 31Q: 3 clusters Score -141719.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -141730.421875 Penalty: 767.891296
	Iteration 32Q: 3 clusters Score -141730.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -141737.640625 Penalty: 767.891296
	Iteration 33Q: 3 clusters Score -141737.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -141746.015625 Penalty: 767.891296
	Iteration 34Q: 3 clusters Score -141746 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -141757.031250 Penalty: 767.891296
	Iteration 35Q: 3 clusters Score -141757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -141765.625000 Penalty: 767.891296
	Iteration 36Q: 3 clusters Score -141765.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -141772.906250 Penalty: 767.891296
	Iteration 37Q: 3 clusters Score -141772.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -141776.125000 Penalty: 767.891296
	Iteration 38Q: 3 clusters Score -141776.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -141779.140625 Penalty: 767.891296
	Iteration 39Q: 3 clusters Score -141779.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -141784.921875 Penalty: 767.891296
	Iteration 40F: 3 clusters Score -141784.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -141789.734375 Penalty: 767.891296
	Iteration 41Q: 3 clusters Score -141789.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -141795.890625 Penalty: 767.891296
	Iteration 42Q: 3 clusters Score -141795.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -141800.078125 Penalty: 767.891296
	Iteration 43Q: 3 clusters Score -141800.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -141803.906250 Penalty: 767.891296
	Iteration 44Q: 3 clusters Score -141803.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -141808.093750 Penalty: 767.891296
	Iteration 45Q: 3 clusters Score -141808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -141812.453125 Penalty: 767.891296
	Iteration 46Q: 3 clusters Score -141812.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -141818.171875 Penalty: 767.891296
	Iteration 47Q: 3 clusters Score -141818.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -141825.140625 Penalty: 767.891296
	Iteration 48Q: 3 clusters Score -141825.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -141833.796875 Penalty: 767.891296
	Iteration 49Q: 3 clusters Score -141833.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141850.109375 Penalty: 767.891296
	Iteration 50Q: 3 clusters Score -141850.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -141871.078125 Penalty: 767.891296
	Iteration 51Q: 3 clusters Score -141871.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -141881.156250 Penalty: 767.891296
	Iteration 52Q: 3 clusters Score -141881.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -141888.546875 Penalty: 767.891296
	Iteration 53Q: 3 clusters Score -141888.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141891.968750 Penalty: 767.891296
	Iteration 54Q: 3 clusters Score -141892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141893.718750 Penalty: 767.891296
	Iteration 55Q: 3 clusters Score -141893.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141895.656250 Penalty: 767.891296
	Iteration 56Q: 3 clusters Score -141895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141896.031250 Penalty: 767.891296
	Iteration 57Q: 3 clusters Score -141896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -141896.031250 Penalty: 767.891296
	Iteration 58F: 3 clusters Score -141896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Entering Unmasked Estep 
Score: -1359326.125000 Penalty: 484.869965
	Iteration 0F: 2 clusters Score -1359326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -1330803.750000 Penalty: 969.739929
	Iteration 0F: 3 clusters Score -1330804 nChanged 20590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -1344520.250000 Penalty: 969.739929
	Iteration 1F: 3 clusters Score -1344520 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1346582.750000 Penalty: 969.739929
	Iteration 2F: 3 clusters Score -1346583 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1349385.125000 Penalty: 969.739929
	Iteration 3F: 3 clusters Score -1349385 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1352090.750000 Penalty: 969.739929
	Iteration 4F: 3 clusters Score -1352091 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1354084.250000 Penalty: 969.739929
	Iteration 5F: 3 clusters Score -1354084 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1355212.000000 Penalty: 969.739929
	Iteration 6Q: 3 clusters Score -1355212 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1355878.875000 Penalty: 969.739929
	Iteration 7Q: 3 clusters Score -1355879 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1356385.125000 Penalty: 969.739929
	Iteration 8Q: 3 clusters Score -1356385 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1356842.500000 Penalty: 969.739929
	Iteration 9Q: 3 clusters Score -1356842 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1357230.500000 Penalty: 969.739929
	Iteration 10Q: 3 clusters Score -1357230 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1357576.125000 Penalty: 969.739929
	Iteration 11Q: 3 clusters Score -1357576 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1357864.125000 Penalty: 969.739929
	Iteration 12Q: 3 clusters Score -1357864 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1358105.875000 Penalty: 969.739929
	Iteration 13Q: 3 clusters Score -1358106 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1358307.000000 Penalty: 969.739929
	Iteration 14Q: 3 clusters Score -1358307 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1358493.000000 Penalty: 969.739929
	Iteration 15Q: 3 clusters Score -1358493 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1358669.000000 Penalty: 969.739929
	Iteration 16Q: 3 clusters Score -1358669 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1358815.250000 Penalty: 969.739929
	Iteration 17Q: 3 clusters Score -1358815 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1358925.750000 Penalty: 969.739929
	Iteration 18Q: 3 clusters Score -1358926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1358991.125000 Penalty: 969.739929
	Iteration 19Q: 3 clusters Score -1358991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1359032.625000 Penalty: 969.739929
	Iteration 20F: 3 clusters Score -1359033 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1359055.500000 Penalty: 969.739929
	Iteration 21Q: 3 clusters Score -1359056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1359067.375000 Penalty: 969.739929
	Iteration 22Q: 3 clusters Score -1359067 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1359081.125000 Penalty: 969.739929
	Iteration 23Q: 3 clusters Score -1359081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1359087.625000 Penalty: 969.739929
	Iteration 24Q: 3 clusters Score -1359088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1359091.125000 Penalty: 969.739929
	Iteration 25Q: 3 clusters Score -1359091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1359092.250000 Penalty: 969.739929
	Iteration 26Q: 3 clusters Score -1359092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1359095.500000 Penalty: 969.739929
	Iteration 27Q: 3 clusters Score -1359096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1359095.375000 Penalty: 969.739929
	Iteration 28Q: 3 clusters Score -1359095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1359095.125000 Penalty: 969.739929
	Iteration 29Q: 3 clusters Score -1359095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1359095.375000 Penalty: 969.739929
	Iteration 30Q: 3 clusters Score -1359095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1359097.125000 Penalty: 969.739929
	Iteration 31Q: 3 clusters Score -1359097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1359097.375000 Penalty: 969.739929
	Iteration 32Q: 3 clusters Score -1359097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1359098.000000 Penalty: 969.739929
	Iteration 33Q: 3 clusters Score -1359098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1359099.875000 Penalty: 969.739929
	Iteration 34Q: 3 clusters Score -1359100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1359100.000000 Penalty: 969.739929
	Iteration 35Q: 3 clusters Score -1359100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1359099.750000 Penalty: 969.739929
	Iteration 36Q: 3 clusters Score -1359100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1359099.750000 Penalty: 969.739929
	Iteration 37Q: 3 clusters Score -1359100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1359099.750000 Penalty: 969.739929
	Iteration 38F: 3 clusters Score -1359100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 18608 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362707 members 
Mstep: Class 10 contains 231964 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15931 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 20 contains 42467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495904.000000 Penalty: 9825.448242
Iteration 199Q: 17 clusters Score -2.14959e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 18685 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362702 members 
Mstep: Class 10 contains 231940 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 3442 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 42472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495934.000000 Penalty: 9825.448242
Iteration 200F: 17 clusters Score -2.149593e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2196 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 18750 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362703 members 
Mstep: Class 10 contains 231914 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 3436 members 
Mstep: Class 19 contains 4537 members 
Mstep: Class 20 contains 42477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495936.000000 Penalty: 9825.448242
Iteration 201Q: 17 clusters Score -2.149594e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 18804 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362699 members 
Mstep: Class 10 contains 231893 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 4504 members 
Mstep: Class 20 contains 42482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495956.000000 Penalty: 9825.448242
Iteration 202Q: 17 clusters Score -2.149596e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 4572 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 18856 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362696 members 
Mstep: Class 10 contains 231875 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15934 members 
Mstep: Class 18 contains 3430 members 
Mstep: Class 19 contains 4468 members 
Mstep: Class 20 contains 42488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495972.000000 Penalty: 9825.448242
Iteration 203Q: 17 clusters Score -2.149597e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 18909 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362699 members 
Mstep: Class 10 contains 231848 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15935 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 4435 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495964.000000 Penalty: 9825.448242
Iteration 204Q: 17 clusters Score -2.149596e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 18957 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362698 members 
Mstep: Class 10 contains 231829 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15938 members 
Mstep: Class 18 contains 3427 members 
Mstep: Class 19 contains 4394 members 
Mstep: Class 20 contains 42500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495958.000000 Penalty: 9825.448242
Iteration 205Q: 17 clusters Score -2.149596e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 19016 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362697 members 
Mstep: Class 10 contains 231798 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15942 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 4358 members 
Mstep: Class 20 contains 42503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495992.000000 Penalty: 9825.448242
Iteration 206Q: 17 clusters Score -2.149599e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 19084 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362694 members 
Mstep: Class 10 contains 231771 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15942 members 
Mstep: Class 18 contains 3423 members 
Mstep: Class 19 contains 4317 members 
Mstep: Class 20 contains 42513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495994.000000 Penalty: 9825.448242
Iteration 207Q: 17 clusters Score -2.149599e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 19139 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362693 members 
Mstep: Class 10 contains 231746 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15945 members 
Mstep: Class 18 contains 3418 members 
Mstep: Class 19 contains 4286 members 
Mstep: Class 20 contains 42518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495956.000000 Penalty: 9825.448242
Iteration 208Q: 17 clusters Score -2.149596e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 19198 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 362688 members 
Mstep: Class 10 contains 231722 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15951 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 4254 members 
Mstep: Class 20 contains 42522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495980.000000 Penalty: 9825.448242
Iteration 209Q: 17 clusters Score -2.149598e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 19258 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 362683 members 
Mstep: Class 10 contains 231697 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 3416 members 
Mstep: Class 19 contains 4216 members 
Mstep: Class 20 contains 42525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495976.000000 Penalty: 9825.448242
Iteration 210Q: 17 clusters Score -2.149598e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 4574 members 
Mstep: Class 4 contains 358 members 
Mstep: Class 5 contains 19306 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362684 members 
Mstep: Class 10 contains 231675 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 4186 members 
Mstep: Class 20 contains 42527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495956.000000 Penalty: 9825.448242
Iteration 211Q: 17 clusters Score -2.149596e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 19349 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362686 members 
Mstep: Class 10 contains 231653 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 4161 members 
Mstep: Class 20 contains 42525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495980.000000 Penalty: 9825.448242
Iteration 212Q: 17 clusters Score -2.149598e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 359 members 
Mstep: Class 5 contains 19402 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362687 members 
Mstep: Class 10 contains 231634 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 4131 members 
Mstep: Class 20 contains 42524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495970.000000 Penalty: 9825.448242
Iteration 213Q: 17 clusters Score -2.149597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 19458 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362688 members 
Mstep: Class 10 contains 231611 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15954 members 
Mstep: Class 18 contains 3417 members 
Mstep: Class 19 contains 4103 members 
Mstep: Class 20 contains 42521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495974.000000 Penalty: 9825.448242
Iteration 214Q: 17 clusters Score -2.149597e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 362 members 
Mstep: Class 5 contains 19507 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362683 members 
Mstep: Class 10 contains 231585 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5892 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3414 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 20 contains 42522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495946.000000 Penalty: 9825.448242
Iteration 215Q: 17 clusters Score -2.149595e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 19549 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 1972 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 362680 members 
Mstep: Class 10 contains 231574 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5891 members 
Mstep: Class 17 contains 15956 members 
Mstep: Class 18 contains 3411 members 
Mstep: Class 19 contains 4059 members 
Mstep: Class 20 contains 42522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495974.000000 Penalty: 9825.448242
Iteration 216Q: 17 clusters Score -2.149597e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 19603 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 362678 members 
Mstep: Class 10 contains 231552 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5890 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 3410 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 42521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495988.000000 Penalty: 9825.448242
Iteration 217Q: 17 clusters Score -2.149599e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4576 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 19672 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 362675 members 
Mstep: Class 10 contains 231528 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5889 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3405 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 42519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495992.000000 Penalty: 9825.448242
Iteration 218Q: 17 clusters Score -2.149599e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 19734 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362673 members 
Mstep: Class 10 contains 231503 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5888 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3398 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 42517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495990.000000 Penalty: 9825.448242
Iteration 219Q: 17 clusters Score -2.149599e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 19792 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362672 members 
Mstep: Class 10 contains 231480 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5887 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3391 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 42515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495984.000000 Penalty: 9825.448242
Iteration 220F: 17 clusters Score -2.149598e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 19839 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362673 members 
Mstep: Class 10 contains 231460 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5885 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3384 members 
Mstep: Class 19 contains 3924 members 
Mstep: Class 20 contains 42511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496006.000000 Penalty: 9825.448242
Iteration 221Q: 17 clusters Score -2.149601e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 19890 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362674 members 
Mstep: Class 10 contains 231438 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5884 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3376 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 42506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496000.000000 Penalty: 9825.448242
Iteration 222Q: 17 clusters Score -2.1496e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 19939 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 362672 members 
Mstep: Class 10 contains 231417 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5883 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 3369 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 42497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496006.000000 Penalty: 9825.448242
Iteration 223Q: 17 clusters Score -2.149601e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 19990 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 362671 members 
Mstep: Class 10 contains 231402 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5882 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 3883 members 
Mstep: Class 20 contains 42483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495974.000000 Penalty: 9825.448242
Iteration 224Q: 17 clusters Score -2.149597e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20028 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1971 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 362671 members 
Mstep: Class 10 contains 231394 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5880 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 3354 members 
Mstep: Class 19 contains 3871 members 
Mstep: Class 20 contains 42473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495944.000000 Penalty: 9825.448242
Iteration 225Q: 17 clusters Score -2.149594e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20055 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 362669 members 
Mstep: Class 10 contains 231396 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5878 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 3349 members 
Mstep: Class 19 contains 3862 members 
Mstep: Class 20 contains 42461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495936.000000 Penalty: 9825.448242
Iteration 226Q: 17 clusters Score -2.149594e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20077 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362669 members 
Mstep: Class 10 contains 231398 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5873 members 
Mstep: Class 17 contains 15958 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 3855 members 
Mstep: Class 20 contains 42452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495952.000000 Penalty: 9825.448242
Iteration 227Q: 17 clusters Score -2.149595e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20097 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362669 members 
Mstep: Class 10 contains 231398 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5869 members 
Mstep: Class 17 contains 15961 members 
Mstep: Class 18 contains 3344 members 
Mstep: Class 19 contains 3844 members 
Mstep: Class 20 contains 42446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495958.000000 Penalty: 9825.448242
Iteration 228Q: 17 clusters Score -2.149596e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20114 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 362672 members 
Mstep: Class 10 contains 231384 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5867 members 
Mstep: Class 17 contains 15964 members 
Mstep: Class 18 contains 3343 members 
Mstep: Class 19 contains 3838 members 
Mstep: Class 20 contains 42444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495968.000000 Penalty: 9825.448242
Iteration 229Q: 17 clusters Score -2.149597e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20127 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1970 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 362678 members 
Mstep: Class 10 contains 231375 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5863 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 3340 members 
Mstep: Class 19 contains 3834 members 
Mstep: Class 20 contains 42443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495970.000000 Penalty: 9825.448242
Iteration 230Q: 17 clusters Score -2.149597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4580 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20139 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1969 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 362682 members 
Mstep: Class 10 contains 231368 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5858 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 3828 members 
Mstep: Class 20 contains 42443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495966.000000 Penalty: 9825.448242
Iteration 231Q: 17 clusters Score -2.149597e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20152 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 362688 members 
Mstep: Class 10 contains 231362 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3338 members 
Mstep: Class 19 contains 3820 members 
Mstep: Class 20 contains 42443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495962.000000 Penalty: 9825.448242
Iteration 232Q: 17 clusters Score -2.149596e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4582 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20168 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362689 members 
Mstep: Class 10 contains 231356 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3337 members 
Mstep: Class 19 contains 3809 members 
Mstep: Class 20 contains 42444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495968.000000 Penalty: 9825.448242
Iteration 233Q: 17 clusters Score -2.149597e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4581 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20182 members 
Mstep: Class 6 contains 25906 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362695 members 
Mstep: Class 10 contains 231351 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5850 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 19 contains 3799 members 
Mstep: Class 20 contains 42446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495968.000000 Penalty: 9825.448242
Iteration 234Q: 17 clusters Score -2.149597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4579 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20195 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362700 members 
Mstep: Class 10 contains 231341 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5848 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3336 members 
Mstep: Class 19 contains 3793 members 
Mstep: Class 20 contains 42449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495976.000000 Penalty: 9825.448242
Iteration 235Q: 17 clusters Score -2.149598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20207 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362705 members 
Mstep: Class 10 contains 231339 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5845 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3335 members 
Mstep: Class 19 contains 3784 members 
Mstep: Class 20 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495954.000000 Penalty: 9825.448242
Iteration 236Q: 17 clusters Score -2.149595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20217 members 
Mstep: Class 6 contains 25904 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362710 members 
Mstep: Class 10 contains 231340 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5843 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 3775 members 
Mstep: Class 20 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495952.000000 Penalty: 9825.448242
Iteration 237Q: 17 clusters Score -2.149595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2192 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20234 members 
Mstep: Class 6 contains 25902 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 362713 members 
Mstep: Class 10 contains 231333 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5840 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495970.000000 Penalty: 9825.448242
Iteration 238Q: 17 clusters Score -2.149597e+07 nChanged 37
Entering ConstructFrom: 
Score: -21495970.000000 Penalty: 9825.448242
Entering ConstructFrom: 
Trying to split cluster 1 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -72071.390625 Penalty: 350.094879
	Iteration 0F: 2 clusters Score -72071.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -70478.867188 Penalty: 700.189758
	Iteration 0F: 3 clusters Score -70478.87 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -71081.882812 Penalty: 700.189758
	Iteration 1F: 3 clusters Score -71081.88 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -71199.070312 Penalty: 700.189758
	Iteration 2F: 3 clusters Score -71199.07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -71319.320312 Penalty: 700.189758
	Iteration 3F: 3 clusters Score -71319.32 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -71435.179688 Penalty: 700.189758
	Iteration 4F: 3 clusters Score -71435.18 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71560.343750 Penalty: 700.189758
	Iteration 5F: 3 clusters Score -71560.34 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -71676.843750 Penalty: 700.189758
	Iteration 6F: 3 clusters Score -71676.84 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -71747.687500 Penalty: 700.189758
	Iteration 7Q: 3 clusters Score -71747.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -71791.171875 Penalty: 700.189758
	Iteration 8Q: 3 clusters Score -71791.17 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71825.484375 Penalty: 700.189758
	Iteration 9Q: 3 clusters Score -71825.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -71843.226562 Penalty: 700.189758
	Iteration 10Q: 3 clusters Score -71843.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -71861.570312 Penalty: 700.189758
	Iteration 11Q: 3 clusters Score -71861.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -71875.882812 Penalty: 700.189758
	Iteration 12Q: 3 clusters Score -71875.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -71889.578125 Penalty: 700.189758
	Iteration 13Q: 3 clusters Score -71889.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -71895.304688 Penalty: 700.189758
	Iteration 14Q: 3 clusters Score -71895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -71899.890625 Penalty: 700.189758
	Iteration 15Q: 3 clusters Score -71899.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -71904.289062 Penalty: 700.189758
	Iteration 16Q: 3 clusters Score -71904.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71906.679688 Penalty: 700.189758
	Iteration 17Q: 3 clusters Score -71906.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -71906.984375 Penalty: 700.189758
	Iteration 18Q: 3 clusters Score -71906.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -71907.789062 Penalty: 700.189758
	Iteration 19Q: 3 clusters Score -71907.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -71909.218750 Penalty: 700.189758
	Iteration 20F: 3 clusters Score -71909.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -71910.437500 Penalty: 700.189758
	Iteration 21Q: 3 clusters Score -71910.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -71912.054688 Penalty: 700.189758
	Iteration 22Q: 3 clusters Score -71912.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -71912.460938 Penalty: 700.189758
	Iteration 23Q: 3 clusters Score -71912.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -71912.460938 Penalty: 700.189758
	Iteration 24F: 3 clusters Score -71912.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -72966.101562 Penalty: 350.032654
	Iteration 0F: 2 clusters Score -72966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -71383.710938 Penalty: 700.065308
	Iteration 0F: 3 clusters Score -71383.71 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -71876.335938 Penalty: 700.065308
	Iteration 1F: 3 clusters Score -71876.34 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -71954.351562 Penalty: 700.065308
	Iteration 2F: 3 clusters Score -71954.35 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -72032.203125 Penalty: 700.065308
	Iteration 3F: 3 clusters Score -72032.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -72100.218750 Penalty: 700.065308
	Iteration 4Q: 3 clusters Score -72100.22 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -72202.359375 Penalty: 700.065308
	Iteration 5Q: 3 clusters Score -72202.36 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -72309.289062 Penalty: 700.065308
	Iteration 6Q: 3 clusters Score -72309.29 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -72402.671875 Penalty: 700.065308
	Iteration 7Q: 3 clusters Score -72402.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -72466.000000 Penalty: 700.065308
	Iteration 8Q: 3 clusters Score -72466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -72510.109375 Penalty: 700.065308
	Iteration 9Q: 3 clusters Score -72510.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -72534.257812 Penalty: 700.065308
	Iteration 10Q: 3 clusters Score -72534.26 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -72548.312500 Penalty: 700.065308
	Iteration 11Q: 3 clusters Score -72548.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -72559.515625 Penalty: 700.065308
	Iteration 12Q: 3 clusters Score -72559.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -72569.078125 Penalty: 700.065308
	Iteration 13Q: 3 clusters Score -72569.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -72579.570312 Penalty: 700.065308
	Iteration 14Q: 3 clusters Score -72579.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -72587.000000 Penalty: 700.065308
	Iteration 15Q: 3 clusters Score -72587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -72592.226562 Penalty: 700.065308
	Iteration 16Q: 3 clusters Score -72592.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -72595.859375 Penalty: 700.065308
	Iteration 17Q: 3 clusters Score -72595.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -72597.328125 Penalty: 700.065308
	Iteration 18Q: 3 clusters Score -72597.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -72598.453125 Penalty: 700.065308
	Iteration 19Q: 3 clusters Score -72598.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -72599.734375 Penalty: 700.065308
	Iteration 20F: 3 clusters Score -72599.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -72600.945312 Penalty: 700.065308
	Iteration 21Q: 3 clusters Score -72600.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -72601.367188 Penalty: 700.065308
	Iteration 22Q: 3 clusters Score -72601.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -72601.687500 Penalty: 700.065308
	Iteration 23Q: 3 clusters Score -72601.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -72602.648438 Penalty: 700.065308
	Iteration 24Q: 3 clusters Score -72602.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -72603.671875 Penalty: 700.065308
	Iteration 25Q: 3 clusters Score -72603.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -72604.460938 Penalty: 700.065308
	Iteration 26Q: 3 clusters Score -72604.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -72604.976562 Penalty: 700.065308
	Iteration 27Q: 3 clusters Score -72604.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -72606.437500 Penalty: 700.065308
	Iteration 28Q: 3 clusters Score -72606.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -72607.117188 Penalty: 700.065308
	Iteration 29Q: 3 clusters Score -72607.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -72608.585938 Penalty: 700.065308
	Iteration 30Q: 3 clusters Score -72608.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -72609.906250 Penalty: 700.065308
	Iteration 31Q: 3 clusters Score -72609.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -72611.312500 Penalty: 700.065308
	Iteration 32Q: 3 clusters Score -72611.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -72611.312500 Penalty: 700.065308
	Iteration 33F: 3 clusters Score -72611.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -151953.109375 Penalty: 383.510345
	Iteration 0F: 2 clusters Score -151953.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -148832.843750 Penalty: 767.020691
	Iteration 0F: 3 clusters Score -148832.8 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -149879.937500 Penalty: 767.020691
	Iteration 1F: 3 clusters Score -149879.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -149972.546875 Penalty: 767.020691
	Iteration 2F: 3 clusters Score -149972.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -150073.046875 Penalty: 767.020691
	Iteration 3Q: 3 clusters Score -150073 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -150191.000000 Penalty: 767.020691
	Iteration 4Q: 3 clusters Score -150191 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -150348.093750 Penalty: 767.020691
	Iteration 5F: 3 clusters Score -150348.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -150547.375000 Penalty: 767.020691
	Iteration 6F: 3 clusters Score -150547.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -150819.796875 Penalty: 767.020691
	Iteration 7F: 3 clusters Score -150819.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -151098.906250 Penalty: 767.020691
	Iteration 8F: 3 clusters Score -151098.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -151302.593750 Penalty: 767.020691
	Iteration 9Q: 3 clusters Score -151302.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -151420.687500 Penalty: 767.020691
	Iteration 10Q: 3 clusters Score -151420.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -151479.109375 Penalty: 767.020691
	Iteration 11Q: 3 clusters Score -151479.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -151507.562500 Penalty: 767.020691
	Iteration 12Q: 3 clusters Score -151507.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -151528.453125 Penalty: 767.020691
	Iteration 13Q: 3 clusters Score -151528.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151544.531250 Penalty: 767.020691
	Iteration 14Q: 3 clusters Score -151544.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -151555.515625 Penalty: 767.020691
	Iteration 15Q: 3 clusters Score -151555.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -151560.828125 Penalty: 767.020691
	Iteration 16Q: 3 clusters Score -151560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -151567.140625 Penalty: 767.020691
	Iteration 17Q: 3 clusters Score -151567.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -151574.781250 Penalty: 767.020691
	Iteration 18Q: 3 clusters Score -151574.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -151580.296875 Penalty: 767.020691
	Iteration 19Q: 3 clusters Score -151580.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -151586.796875 Penalty: 767.020691
	Iteration 20F: 3 clusters Score -151586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -151590.875000 Penalty: 767.020691
	Iteration 21Q: 3 clusters Score -151590.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151593.484375 Penalty: 767.020691
	Iteration 22Q: 3 clusters Score -151593.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -151595.609375 Penalty: 767.020691
	Iteration 23Q: 3 clusters Score -151595.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -151596.937500 Penalty: 767.020691
	Iteration 24Q: 3 clusters Score -151596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -151597.796875 Penalty: 767.020691
	Iteration 25Q: 3 clusters Score -151597.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -151598.171875 Penalty: 767.020691
	Iteration 26Q: 3 clusters Score -151598.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151598.281250 Penalty: 767.020691
	Iteration 27Q: 3 clusters Score -151598.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151598.281250 Penalty: 767.020691
	Iteration 28F: 3 clusters Score -151598.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Entering Unmasked Estep 
Score: -8489.049805 Penalty: 268.569824
	Iteration 0F: 2 clusters Score -8489.05 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 194 members 
Entering Unmasked Estep 
Score: -8095.434082 Penalty: 537.139648
	Iteration 0F: 3 clusters Score -8095.434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8217.869141 Penalty: 537.139648
	Iteration 1F: 3 clusters Score -8217.869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8265.216797 Penalty: 537.139648
	Iteration 2F: 3 clusters Score -8265.217 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8302.574219 Penalty: 537.139648
	Iteration 3F: 3 clusters Score -8302.574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8365.315430 Penalty: 537.139648
	Iteration 4F: 3 clusters Score -8365.315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8388.731445 Penalty: 537.139648
	Iteration 5Q: 3 clusters Score -8388.731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8393.705078 Penalty: 537.139648
	Iteration 6Q: 3 clusters Score -8393.705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8401.442383 Penalty: 537.139648
	Iteration 7Q: 3 clusters Score -8401.442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8410.330078 Penalty: 537.139648
	Iteration 8Q: 3 clusters Score -8410.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8416.304688 Penalty: 537.139648
	Iteration 9Q: 3 clusters Score -8416.305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -8421.934570 Penalty: 537.139648
	Iteration 10Q: 3 clusters Score -8421.935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -8425.661133 Penalty: 537.139648
	Iteration 11Q: 3 clusters Score -8425.661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -8427.371094 Penalty: 537.139648
	Iteration 12Q: 3 clusters Score -8427.371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -8427.871094 Penalty: 537.139648
	Iteration 13Q: 3 clusters Score -8427.871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8428.249023 Penalty: 537.139648
	Iteration 14Q: 3 clusters Score -8428.249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8428.249023 Penalty: 537.139648
	Iteration 15F: 3 clusters Score -8428.249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Entering Unmasked Estep 
Score: -586089.625000 Penalty: 451.176147
	Iteration 0F: 2 clusters Score -586089.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -572672.687500 Penalty: 902.352295
	Iteration 0F: 3 clusters Score -572672.7 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -578585.187500 Penalty: 902.352295
	Iteration 1F: 3 clusters Score -578585.2 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -579107.312500 Penalty: 902.352295
	Iteration 2F: 3 clusters Score -579107.3 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -579768.687500 Penalty: 902.352295
	Iteration 3F: 3 clusters Score -579768.7 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -580638.687500 Penalty: 902.352295
	Iteration 4F: 3 clusters Score -580638.7 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -581560.000000 Penalty: 902.352295
	Iteration 5F: 3 clusters Score -581560 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -582060.125000 Penalty: 902.352295
	Iteration 6F: 3 clusters Score -582060.1 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -582215.312500 Penalty: 902.352295
	Iteration 7Q: 3 clusters Score -582215.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -582277.812500 Penalty: 902.352295
	Iteration 8Q: 3 clusters Score -582277.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -582324.937500 Penalty: 902.352295
	Iteration 9Q: 3 clusters Score -582324.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -582367.187500 Penalty: 902.352295
	Iteration 10Q: 3 clusters Score -582367.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -582406.625000 Penalty: 902.352295
	Iteration 11Q: 3 clusters Score -582406.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -582451.750000 Penalty: 902.352295
	Iteration 12Q: 3 clusters Score -582451.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -582507.062500 Penalty: 902.352295
	Iteration 13Q: 3 clusters Score -582507.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -582590.000000 Penalty: 902.352295
	Iteration 14Q: 3 clusters Score -582590 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -582693.812500 Penalty: 902.352295
	Iteration 15Q: 3 clusters Score -582693.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -582809.125000 Penalty: 902.352295
	Iteration 16Q: 3 clusters Score -582809.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -582946.562500 Penalty: 902.352295
	Iteration 17Q: 3 clusters Score -582946.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -583123.250000 Penalty: 902.352295
	Iteration 18Q: 3 clusters Score -583123.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -583336.562500 Penalty: 902.352295
	Iteration 19Q: 3 clusters Score -583336.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -583567.312500 Penalty: 902.352295
	Iteration 20F: 3 clusters Score -583567.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -583788.625000 Penalty: 902.352295
	Iteration 21Q: 3 clusters Score -583788.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -584004.937500 Penalty: 902.352295
	Iteration 22Q: 3 clusters Score -584004.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -584228.750000 Penalty: 902.352295
	Iteration 23Q: 3 clusters Score -584228.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -584485.187500 Penalty: 902.352295
	Iteration 24Q: 3 clusters Score -584485.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -584715.125000 Penalty: 902.352295
	Iteration 25Q: 3 clusters Score -584715.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -584913.562500 Penalty: 902.352295
	Iteration 26Q: 3 clusters Score -584913.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -585078.187500 Penalty: 902.352295
	Iteration 27Q: 3 clusters Score -585078.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -585189.625000 Penalty: 902.352295
	Iteration 28Q: 3 clusters Score -585189.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -585266.312500 Penalty: 902.352295
	Iteration 29Q: 3 clusters Score -585266.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -585320.687500 Penalty: 902.352295
	Iteration 30Q: 3 clusters Score -585320.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -585364.812500 Penalty: 902.352295
	Iteration 31Q: 3 clusters Score -585364.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -585401.500000 Penalty: 902.352295
	Iteration 32Q: 3 clusters Score -585401.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -585434.312500 Penalty: 902.352295
	Iteration 33Q: 3 clusters Score -585434.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -585467.937500 Penalty: 902.352295
	Iteration 34Q: 3 clusters Score -585467.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -585501.187500 Penalty: 902.352295
	Iteration 35Q: 3 clusters Score -585501.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -585530.812500 Penalty: 902.352295
	Iteration 36Q: 3 clusters Score -585530.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -585558.750000 Penalty: 902.352295
	Iteration 37Q: 3 clusters Score -585558.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -585587.187500 Penalty: 902.352295
	Iteration 38Q: 3 clusters Score -585587.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -585612.062500 Penalty: 902.352295
	Iteration 39Q: 3 clusters Score -585612.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -585627.937500 Penalty: 902.352295
	Iteration 40F: 3 clusters Score -585627.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -585641.875000 Penalty: 902.352295
	Iteration 41Q: 3 clusters Score -585641.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -585653.125000 Penalty: 902.352295
	Iteration 42Q: 3 clusters Score -585653.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -585662.562500 Penalty: 902.352295
	Iteration 43Q: 3 clusters Score -585662.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -585676.625000 Penalty: 902.352295
	Iteration 44Q: 3 clusters Score -585676.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -585686.687500 Penalty: 902.352295
	Iteration 45Q: 3 clusters Score -585686.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -585694.187500 Penalty: 902.352295
	Iteration 46Q: 3 clusters Score -585694.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -585700.937500 Penalty: 902.352295
	Iteration 47Q: 3 clusters Score -585700.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -585708.062500 Penalty: 902.352295
	Iteration 48Q: 3 clusters Score -585708.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -585713.937500 Penalty: 902.352295
	Iteration 49Q: 3 clusters Score -585713.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -585721.562500 Penalty: 902.352295
	Iteration 50Q: 3 clusters Score -585721.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -585727.812500 Penalty: 902.352295
	Iteration 51Q: 3 clusters Score -585727.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -585732.562500 Penalty: 902.352295
	Iteration 52Q: 3 clusters Score -585732.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -585736.750000 Penalty: 902.352295
	Iteration 53Q: 3 clusters Score -585736.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -585745.562500 Penalty: 902.352295
	Iteration 54Q: 3 clusters Score -585745.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -585754.750000 Penalty: 902.352295
	Iteration 55Q: 3 clusters Score -585754.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -585759.187500 Penalty: 902.352295
	Iteration 56Q: 3 clusters Score -585759.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -585762.312500 Penalty: 902.352295
	Iteration 57Q: 3 clusters Score -585762.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -585766.312500 Penalty: 902.352295
	Iteration 58Q: 3 clusters Score -585766.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -585769.875000 Penalty: 902.352295
	Iteration 59Q: 3 clusters Score -585769.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -585773.562500 Penalty: 902.352295
	Iteration 60F: 3 clusters Score -585773.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -585774.812500 Penalty: 902.352295
	Iteration 61Q: 3 clusters Score -585774.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -585778.875000 Penalty: 902.352295
	Iteration 62Q: 3 clusters Score -585778.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -585781.375000 Penalty: 902.352295
	Iteration 63Q: 3 clusters Score -585781.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -585784.562500 Penalty: 902.352295
	Iteration 64Q: 3 clusters Score -585784.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -585785.437500 Penalty: 902.352295
	Iteration 65Q: 3 clusters Score -585785.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -585784.687500 Penalty: 902.352295
	Iteration 66Q: 3 clusters Score -585784.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -585786.625000 Penalty: 902.352295
	Iteration 67Q: 3 clusters Score -585786.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -585786.187500 Penalty: 902.352295
	Iteration 68Q: 3 clusters Score -585786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -585786.437500 Penalty: 902.352295
	Iteration 69Q: 3 clusters Score -585786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -585786.000000 Penalty: 902.352295
	Iteration 70Q: 3 clusters Score -585786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -585787.000000 Penalty: 902.352295
	Iteration 71Q: 3 clusters Score -585787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -585787.000000 Penalty: 902.352295
	Iteration 72Q: 3 clusters Score -585787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -585787.875000 Penalty: 902.352295
	Iteration 73Q: 3 clusters Score -585787.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -585788.125000 Penalty: 902.352295
	Iteration 74Q: 3 clusters Score -585788.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -585788.375000 Penalty: 902.352295
	Iteration 75Q: 3 clusters Score -585788.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -585790.562500 Penalty: 902.352295
	Iteration 76Q: 3 clusters Score -585790.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -585790.875000 Penalty: 902.352295
	Iteration 77Q: 3 clusters Score -585790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -585790.562500 Penalty: 902.352295
	Iteration 78Q: 3 clusters Score -585790.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -585791.250000 Penalty: 902.352295
	Iteration 79Q: 3 clusters Score -585791.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -585793.250000 Penalty: 902.352295
	Iteration 80F: 3 clusters Score -585793.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -585796.625000 Penalty: 902.352295
	Iteration 81Q: 3 clusters Score -585796.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -585799.000000 Penalty: 902.352295
	Iteration 82Q: 3 clusters Score -585799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -585798.625000 Penalty: 902.352295
	Iteration 83Q: 3 clusters Score -585798.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -585798.062500 Penalty: 902.352295
	Iteration 84Q: 3 clusters Score -585798.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -585800.750000 Penalty: 902.352295
	Iteration 85Q: 3 clusters Score -585800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -585800.625000 Penalty: 902.352295
	Iteration 86Q: 3 clusters Score -585800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -585800.750000 Penalty: 902.352295
	Iteration 87Q: 3 clusters Score -585800.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -585801.062500 Penalty: 902.352295
	Iteration 88Q: 3 clusters Score -585801.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -585801.062500 Penalty: 902.352295
	Iteration 89F: 3 clusters Score -585801.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Entering Unmasked Estep 
Score: -825211.750000 Penalty: 462.370911
	Iteration 0F: 2 clusters Score -825211.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -807858.250000 Penalty: 924.741821
	Iteration 0F: 3 clusters Score -807858.2 nChanged 12405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -815143.000000 Penalty: 924.741821
	Iteration 1F: 3 clusters Score -815143 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -815710.500000 Penalty: 924.741821
	Iteration 2Q: 3 clusters Score -815710.5 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -816640.812500 Penalty: 924.741821
	Iteration 3F: 3 clusters Score -816640.8 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -817997.500000 Penalty: 924.741821
	Iteration 4F: 3 clusters Score -817997.5 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -819697.812500 Penalty: 924.741821
	Iteration 5F: 3 clusters Score -819697.8 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -821515.875000 Penalty: 924.741821
	Iteration 6F: 3 clusters Score -821515.9 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -823110.750000 Penalty: 924.741821
	Iteration 7F: 3 clusters Score -823110.8 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -824072.062500 Penalty: 924.741821
	Iteration 8Q: 3 clusters Score -824072.1 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -824403.937500 Penalty: 924.741821
	Iteration 9Q: 3 clusters Score -824403.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -824499.312500 Penalty: 924.741821
	Iteration 10Q: 3 clusters Score -824499.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -824560.500000 Penalty: 924.741821
	Iteration 11Q: 3 clusters Score -824560.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -824605.812500 Penalty: 924.741821
	Iteration 12Q: 3 clusters Score -824605.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -824643.875000 Penalty: 924.741821
	Iteration 13Q: 3 clusters Score -824643.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -824678.875000 Penalty: 924.741821
	Iteration 14Q: 3 clusters Score -824678.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -824731.625000 Penalty: 924.741821
	Iteration 15Q: 3 clusters Score -824731.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -824764.250000 Penalty: 924.741821
	Iteration 16Q: 3 clusters Score -824764.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -824801.750000 Penalty: 924.741821
	Iteration 17Q: 3 clusters Score -824801.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -824829.687500 Penalty: 924.741821
	Iteration 18Q: 3 clusters Score -824829.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -824855.500000 Penalty: 924.741821
	Iteration 19Q: 3 clusters Score -824855.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -824884.937500 Penalty: 924.741821
	Iteration 20F: 3 clusters Score -824884.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -824910.750000 Penalty: 924.741821
	Iteration 21Q: 3 clusters Score -824910.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -824932.125000 Penalty: 924.741821
	Iteration 22Q: 3 clusters Score -824932.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -824957.375000 Penalty: 924.741821
	Iteration 23Q: 3 clusters Score -824957.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -824977.500000 Penalty: 924.741821
	Iteration 24Q: 3 clusters Score -824977.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -824993.750000 Penalty: 924.741821
	Iteration 25Q: 3 clusters Score -824993.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -825008.250000 Penalty: 924.741821
	Iteration 26Q: 3 clusters Score -825008.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -825024.000000 Penalty: 924.741821
	Iteration 27Q: 3 clusters Score -825024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -825030.250000 Penalty: 924.741821
	Iteration 28Q: 3 clusters Score -825030.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -825039.937500 Penalty: 924.741821
	Iteration 29Q: 3 clusters Score -825039.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -825050.437500 Penalty: 924.741821
	Iteration 30Q: 3 clusters Score -825050.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -825065.937500 Penalty: 924.741821
	Iteration 31Q: 3 clusters Score -825065.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -825071.937500 Penalty: 924.741821
	Iteration 32Q: 3 clusters Score -825071.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -825085.250000 Penalty: 924.741821
	Iteration 33Q: 3 clusters Score -825085.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -825089.625000 Penalty: 924.741821
	Iteration 34Q: 3 clusters Score -825089.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -825095.937500 Penalty: 924.741821
	Iteration 35Q: 3 clusters Score -825095.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -825099.375000 Penalty: 924.741821
	Iteration 36Q: 3 clusters Score -825099.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -825102.312500 Penalty: 924.741821
	Iteration 37Q: 3 clusters Score -825102.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -825103.187500 Penalty: 924.741821
	Iteration 38Q: 3 clusters Score -825103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -825103.375000 Penalty: 924.741821
	Iteration 39Q: 3 clusters Score -825103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -825103.812500 Penalty: 924.741821
	Iteration 40F: 3 clusters Score -825103.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -825104.000000 Penalty: 924.741821
	Iteration 41Q: 3 clusters Score -825104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -825105.000000 Penalty: 924.741821
	Iteration 42Q: 3 clusters Score -825105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -825106.000000 Penalty: 924.741821
	Iteration 43Q: 3 clusters Score -825106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -825105.875000 Penalty: 924.741821
	Iteration 44Q: 3 clusters Score -825105.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -825105.250000 Penalty: 924.741821
	Iteration 45Q: 3 clusters Score -825105.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -825105.687500 Penalty: 924.741821
	Iteration 46Q: 3 clusters Score -825105.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -825104.937500 Penalty: 924.741821
	Iteration 47Q: 3 clusters Score -825104.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -825106.187500 Penalty: 924.741821
	Iteration 48Q: 3 clusters Score -825106.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -825108.437500 Penalty: 924.741821
	Iteration 49Q: 3 clusters Score -825108.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -825111.437500 Penalty: 924.741821
	Iteration 50Q: 3 clusters Score -825111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -825111.250000 Penalty: 924.741821
	Iteration 51Q: 3 clusters Score -825111.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -825112.875000 Penalty: 924.741821
	Iteration 52Q: 3 clusters Score -825112.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -825112.750000 Penalty: 924.741821
	Iteration 53Q: 3 clusters Score -825112.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -825113.500000 Penalty: 924.741821
	Iteration 54Q: 3 clusters Score -825113.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -825116.062500 Penalty: 924.741821
	Iteration 55Q: 3 clusters Score -825116.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -825115.812500 Penalty: 924.741821
	Iteration 56Q: 3 clusters Score -825115.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -825117.375000 Penalty: 924.741821
	Iteration 57Q: 3 clusters Score -825117.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -825116.125000 Penalty: 924.741821
	Iteration 58Q: 3 clusters Score -825116.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -825116.812500 Penalty: 924.741821
	Iteration 59Q: 3 clusters Score -825116.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -825118.750000 Penalty: 924.741821
	Iteration 60F: 3 clusters Score -825118.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -825121.000000 Penalty: 924.741821
	Iteration 61Q: 3 clusters Score -825121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -825121.187500 Penalty: 924.741821
	Iteration 62Q: 3 clusters Score -825121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -825121.000000 Penalty: 924.741821
	Iteration 63Q: 3 clusters Score -825121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -825123.937500 Penalty: 924.741821
	Iteration 64Q: 3 clusters Score -825123.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -825125.125000 Penalty: 924.741821
	Iteration 65Q: 3 clusters Score -825125.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -825124.937500 Penalty: 924.741821
	Iteration 66Q: 3 clusters Score -825124.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -825126.000000 Penalty: 924.741821
	Iteration 67Q: 3 clusters Score -825126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -825127.500000 Penalty: 924.741821
	Iteration 68Q: 3 clusters Score -825127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -825127.125000 Penalty: 924.741821
	Iteration 69Q: 3 clusters Score -825127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -825127.500000 Penalty: 924.741821
	Iteration 70Q: 3 clusters Score -825127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -825126.625000 Penalty: 924.741821
	Iteration 71Q: 3 clusters Score -825126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -825126.562500 Penalty: 924.741821
	Iteration 72Q: 3 clusters Score -825126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -825125.375000 Penalty: 924.741821
	Iteration 73Q: 3 clusters Score -825125.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -825125.562500 Penalty: 924.741821
	Iteration 74Q: 3 clusters Score -825125.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -825126.875000 Penalty: 924.741821
	Iteration 75Q: 3 clusters Score -825126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -825126.187500 Penalty: 924.741821
	Iteration 76Q: 3 clusters Score -825126.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -825127.437500 Penalty: 924.741821
	Iteration 77Q: 3 clusters Score -825127.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -825127.250000 Penalty: 924.741821
	Iteration 78Q: 3 clusters Score -825127.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -825129.250000 Penalty: 924.741821
	Iteration 79Q: 3 clusters Score -825129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -825128.562500 Penalty: 924.741821
	Iteration 80F: 3 clusters Score -825128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -825129.187500 Penalty: 924.741821
	Iteration 81Q: 3 clusters Score -825129.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -825128.250000 Penalty: 924.741821
	Iteration 82Q: 3 clusters Score -825128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -825128.250000 Penalty: 924.741821
	Iteration 83Q: 3 clusters Score -825128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -825127.437500 Penalty: 924.741821
	Iteration 84Q: 3 clusters Score -825127.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -825125.812500 Penalty: 924.741821
	Iteration 85Q: 3 clusters Score -825125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -825125.250000 Penalty: 924.741821
	Iteration 86Q: 3 clusters Score -825125.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -825125.937500 Penalty: 924.741821
	Iteration 87Q: 3 clusters Score -825125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -825126.437500 Penalty: 924.741821
	Iteration 88Q: 3 clusters Score -825126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -825126.500000 Penalty: 924.741821
	Iteration 89Q: 3 clusters Score -825126.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -825127.875000 Penalty: 924.741821
	Iteration 90Q: 3 clusters Score -825127.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -825131.062500 Penalty: 924.741821
	Iteration 91Q: 3 clusters Score -825131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -825131.500000 Penalty: 924.741821
	Iteration 92Q: 3 clusters Score -825131.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -825133.312500 Penalty: 924.741821
	Iteration 93Q: 3 clusters Score -825133.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -825133.250000 Penalty: 924.741821
	Iteration 94Q: 3 clusters Score -825133.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -825133.187500 Penalty: 924.741821
	Iteration 95Q: 3 clusters Score -825133.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -825133.375000 Penalty: 924.741821
	Iteration 96Q: 3 clusters Score -825133.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -825135.062500 Penalty: 924.741821
	Iteration 97Q: 3 clusters Score -825135.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -825133.875000 Penalty: 924.741821
	Iteration 98Q: 3 clusters Score -825133.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -825135.312500 Penalty: 924.741821
	Iteration 99Q: 3 clusters Score -825135.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -825138.437500 Penalty: 924.741821
	Iteration 100F: 3 clusters Score -825138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -825137.562500 Penalty: 924.741821
	Iteration 101Q: 3 clusters Score -825137.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -825138.625000 Penalty: 924.741821
	Iteration 102Q: 3 clusters Score -825138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -825138.437500 Penalty: 924.741821
	Iteration 103Q: 3 clusters Score -825138.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -825138.250000 Penalty: 924.741821
	Iteration 104Q: 3 clusters Score -825138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -825139.687500 Penalty: 924.741821
	Iteration 105Q: 3 clusters Score -825139.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -825139.062500 Penalty: 924.741821
	Iteration 106Q: 3 clusters Score -825139.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -825139.875000 Penalty: 924.741821
	Iteration 107Q: 3 clusters Score -825139.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -825140.500000 Penalty: 924.741821
	Iteration 108Q: 3 clusters Score -825140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -825140.312500 Penalty: 924.741821
	Iteration 109Q: 3 clusters Score -825140.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -825140.187500 Penalty: 924.741821
	Iteration 110Q: 3 clusters Score -825140.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -825141.187500 Penalty: 924.741821
	Iteration 111Q: 3 clusters Score -825141.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -825140.812500 Penalty: 924.741821
	Iteration 112Q: 3 clusters Score -825140.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -825142.250000 Penalty: 924.741821
	Iteration 113Q: 3 clusters Score -825142.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -825141.562500 Penalty: 924.741821
	Iteration 114Q: 3 clusters Score -825141.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -825141.812500 Penalty: 924.741821
	Iteration 115Q: 3 clusters Score -825141.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -825142.750000 Penalty: 924.741821
	Iteration 116Q: 3 clusters Score -825142.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -825142.312500 Penalty: 924.741821
	Iteration 117Q: 3 clusters Score -825142.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -825141.000000 Penalty: 924.741821
	Iteration 118Q: 3 clusters Score -825141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -825141.000000 Penalty: 924.741821
	Iteration 119F: 3 clusters Score -825141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -53089.238281 Penalty: 345.037781
	Iteration 0F: 2 clusters Score -53089.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -51678.046875 Penalty: 690.075562
	Iteration 0F: 3 clusters Score -51678.05 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -52143.308594 Penalty: 690.075562
	Iteration 1F: 3 clusters Score -52143.31 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -52194.546875 Penalty: 690.075562
	Iteration 2F: 3 clusters Score -52194.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -52233.593750 Penalty: 690.075562
	Iteration 3Q: 3 clusters Score -52233.59 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -52280.582031 Penalty: 690.075562
	Iteration 4Q: 3 clusters Score -52280.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -52317.238281 Penalty: 690.075562
	Iteration 5Q: 3 clusters Score -52317.24 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -52366.238281 Penalty: 690.075562
	Iteration 6Q: 3 clusters Score -52366.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -52435.968750 Penalty: 690.075562
	Iteration 7Q: 3 clusters Score -52435.97 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -52506.722656 Penalty: 690.075562
	Iteration 8Q: 3 clusters Score -52506.72 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -52564.394531 Penalty: 690.075562
	Iteration 9Q: 3 clusters Score -52564.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -52606.566406 Penalty: 690.075562
	Iteration 10Q: 3 clusters Score -52606.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -52636.625000 Penalty: 690.075562
	Iteration 11Q: 3 clusters Score -52636.62 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -52680.710938 Penalty: 690.075562
	Iteration 12Q: 3 clusters Score -52680.71 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -52727.656250 Penalty: 690.075562
	Iteration 13Q: 3 clusters Score -52727.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -52769.339844 Penalty: 690.075562
	Iteration 14Q: 3 clusters Score -52769.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -52789.804688 Penalty: 690.075562
	Iteration 15Q: 3 clusters Score -52789.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -52800.796875 Penalty: 690.075562
	Iteration 16Q: 3 clusters Score -52800.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -52806.230469 Penalty: 690.075562
	Iteration 17Q: 3 clusters Score -52806.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -52808.921875 Penalty: 690.075562
	Iteration 18Q: 3 clusters Score -52808.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -52812.171875 Penalty: 690.075562
	Iteration 19Q: 3 clusters Score -52812.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -52815.238281 Penalty: 690.075562
	Iteration 20F: 3 clusters Score -52815.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -52816.226562 Penalty: 690.075562
	Iteration 21Q: 3 clusters Score -52816.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -52816.464844 Penalty: 690.075562
	Iteration 22Q: 3 clusters Score -52816.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -52816.464844 Penalty: 690.075562
	Iteration 23F: 3 clusters Score -52816.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -68108.765625 Penalty: 349.279541
	Iteration 0F: 2 clusters Score -68108.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -66572.304688 Penalty: 698.559082
	Iteration 0F: 3 clusters Score -66572.3 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -67156.445312 Penalty: 698.559082
	Iteration 1F: 3 clusters Score -67156.45 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -67296.632812 Penalty: 698.559082
	Iteration 2F: 3 clusters Score -67296.63 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -67455.171875 Penalty: 698.559082
	Iteration 3F: 3 clusters Score -67455.17 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -67606.203125 Penalty: 698.559082
	Iteration 4F: 3 clusters Score -67606.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -67749.648438 Penalty: 698.559082
	Iteration 5F: 3 clusters Score -67749.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -67849.984375 Penalty: 698.559082
	Iteration 6Q: 3 clusters Score -67849.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -67882.562500 Penalty: 698.559082
	Iteration 7Q: 3 clusters Score -67882.56 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -67894.898438 Penalty: 698.559082
	Iteration 8Q: 3 clusters Score -67894.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -67898.640625 Penalty: 698.559082
	Iteration 9Q: 3 clusters Score -67898.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -67900.687500 Penalty: 698.559082
	Iteration 10Q: 3 clusters Score -67900.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -67901.953125 Penalty: 698.559082
	Iteration 11Q: 3 clusters Score -67901.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -67902.132812 Penalty: 698.559082
	Iteration 12Q: 3 clusters Score -67902.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -67902.718750 Penalty: 698.559082
	Iteration 13Q: 3 clusters Score -67902.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -67902.679688 Penalty: 698.559082
	Iteration 14Q: 3 clusters Score -67902.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -67902.679688 Penalty: 698.559082
	Iteration 15F: 3 clusters Score -67902.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (362717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362717 members 
Entering Unmasked Estep 
Score: -11450652.000000 Penalty: 582.462708
	Iteration 0F: 2 clusters Score -1.145065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181168 members 
Mstep: Class 2 contains 181549 members 
Entering Unmasked Estep 
Score: -11203694.000000 Penalty: 1164.925415
	Iteration 0F: 3 clusters Score -1.120369e+07 nChanged 179009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175749 members 
Mstep: Class 2 contains 186968 members 
Entering Unmasked Estep 
Score: -11315988.000000 Penalty: 1164.925415
	Iteration 1F: 3 clusters Score -1.131599e+07 nChanged 16328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174107 members 
Mstep: Class 2 contains 188610 members 
Entering Unmasked Estep 
Score: -11324357.000000 Penalty: 1164.925415
	Iteration 2Q: 3 clusters Score -1.132436e+07 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173661 members 
Mstep: Class 2 contains 189056 members 
Entering Unmasked Estep 
Score: -11336703.000000 Penalty: 1164.925415
	Iteration 3F: 3 clusters Score -1.13367e+07 nChanged 23378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174555 members 
Mstep: Class 2 contains 188162 members 
Entering Unmasked Estep 
Score: -11353538.000000 Penalty: 1164.925415
	Iteration 4F: 3 clusters Score -1.135354e+07 nChanged 24647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176158 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -11372506.000000 Penalty: 1164.925415
	Iteration 5F: 3 clusters Score -1.137251e+07 nChanged 22103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 184980 members 
Entering Unmasked Estep 
Score: -11386087.000000 Penalty: 1164.925415
	Iteration 6F: 3 clusters Score -1.138609e+07 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179372 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -11391884.000000 Penalty: 1164.925415
	Iteration 7Q: 3 clusters Score -1.139188e+07 nChanged 8746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181042 members 
Mstep: Class 2 contains 181675 members 
Entering Unmasked Estep 
Score: -11394043.000000 Penalty: 1164.925415
	Iteration 8Q: 3 clusters Score -1.139404e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182783 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -11395340.000000 Penalty: 1164.925415
	Iteration 9Q: 3 clusters Score -1.139534e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184732 members 
Mstep: Class 2 contains 177985 members 
Entering Unmasked Estep 
Score: -11396397.000000 Penalty: 1164.925415
	Iteration 10Q: 3 clusters Score -1.13964e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186867 members 
Mstep: Class 2 contains 175850 members 
Entering Unmasked Estep 
Score: -11397257.000000 Penalty: 1164.925415
	Iteration 11Q: 3 clusters Score -1.139726e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 173573 members 
Entering Unmasked Estep 
Score: -11398308.000000 Penalty: 1164.925415
	Iteration 12Q: 3 clusters Score -1.139831e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191558 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -11399238.000000 Penalty: 1164.925415
	Iteration 13Q: 3 clusters Score -1.139924e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194097 members 
Mstep: Class 2 contains 168620 members 
Entering Unmasked Estep 
Score: -11400308.000000 Penalty: 1164.925415
	Iteration 14Q: 3 clusters Score -1.140031e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196741 members 
Mstep: Class 2 contains 165976 members 
Entering Unmasked Estep 
Score: -11401138.000000 Penalty: 1164.925415
	Iteration 15Q: 3 clusters Score -1.140114e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199511 members 
Mstep: Class 2 contains 163206 members 
Entering Unmasked Estep 
Score: -11402019.000000 Penalty: 1164.925415
	Iteration 16Q: 3 clusters Score -1.140202e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202458 members 
Mstep: Class 2 contains 160259 members 
Entering Unmasked Estep 
Score: -11402989.000000 Penalty: 1164.925415
	Iteration 17Q: 3 clusters Score -1.140299e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205409 members 
Mstep: Class 2 contains 157308 members 
Entering Unmasked Estep 
Score: -11403842.000000 Penalty: 1164.925415
	Iteration 18Q: 3 clusters Score -1.140384e+07 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208469 members 
Mstep: Class 2 contains 154248 members 
Entering Unmasked Estep 
Score: -11404739.000000 Penalty: 1164.925415
	Iteration 19Q: 3 clusters Score -1.140474e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211614 members 
Mstep: Class 2 contains 151103 members 
Entering Unmasked Estep 
Score: -11405673.000000 Penalty: 1164.925415
	Iteration 20F: 3 clusters Score -1.140567e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214754 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
Score: -11406524.000000 Penalty: 1164.925415
	Iteration 21Q: 3 clusters Score -1.140652e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217943 members 
Mstep: Class 2 contains 144774 members 
Entering Unmasked Estep 
Score: -11407283.000000 Penalty: 1164.925415
	Iteration 22Q: 3 clusters Score -1.140728e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221218 members 
Mstep: Class 2 contains 141499 members 
Entering Unmasked Estep 
Score: -11408060.000000 Penalty: 1164.925415
	Iteration 23Q: 3 clusters Score -1.140806e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224516 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -11408870.000000 Penalty: 1164.925415
	Iteration 24Q: 3 clusters Score -1.140887e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227864 members 
Mstep: Class 2 contains 134853 members 
Entering Unmasked Estep 
Score: -11409582.000000 Penalty: 1164.925415
	Iteration 25Q: 3 clusters Score -1.140958e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231193 members 
Mstep: Class 2 contains 131524 members 
Entering Unmasked Estep 
Score: -11410272.000000 Penalty: 1164.925415
	Iteration 26Q: 3 clusters Score -1.141027e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234613 members 
Mstep: Class 2 contains 128104 members 
Entering Unmasked Estep 
Score: -11411108.000000 Penalty: 1164.925415
	Iteration 27Q: 3 clusters Score -1.141111e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238016 members 
Mstep: Class 2 contains 124701 members 
Entering Unmasked Estep 
Score: -11411808.000000 Penalty: 1164.925415
	Iteration 28Q: 3 clusters Score -1.141181e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241460 members 
Mstep: Class 2 contains 121257 members 
Entering Unmasked Estep 
Score: -11412484.000000 Penalty: 1164.925415
	Iteration 29Q: 3 clusters Score -1.141248e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244895 members 
Mstep: Class 2 contains 117822 members 
Entering Unmasked Estep 
Score: -11413205.000000 Penalty: 1164.925415
	Iteration 30Q: 3 clusters Score -1.14132e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248404 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -11413889.000000 Penalty: 1164.925415
	Iteration 31Q: 3 clusters Score -1.141389e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252035 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -11414635.000000 Penalty: 1164.925415
	Iteration 32Q: 3 clusters Score -1.141464e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255756 members 
Mstep: Class 2 contains 106961 members 
Entering Unmasked Estep 
Score: -11415449.000000 Penalty: 1164.925415
	Iteration 33Q: 3 clusters Score -1.141545e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259566 members 
Mstep: Class 2 contains 103151 members 
Entering Unmasked Estep 
Score: -11416127.000000 Penalty: 1164.925415
	Iteration 34Q: 3 clusters Score -1.141613e+07 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263429 members 
Mstep: Class 2 contains 99288 members 
Entering Unmasked Estep 
Score: -11417129.000000 Penalty: 1164.925415
	Iteration 35Q: 3 clusters Score -1.141713e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267359 members 
Mstep: Class 2 contains 95358 members 
Entering Unmasked Estep 
Score: -11418090.000000 Penalty: 1164.925415
	Iteration 36Q: 3 clusters Score -1.141809e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271255 members 
Mstep: Class 2 contains 91462 members 
Entering Unmasked Estep 
Score: -11419037.000000 Penalty: 1164.925415
	Iteration 37Q: 3 clusters Score -1.141904e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275246 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -11419961.000000 Penalty: 1164.925415
	Iteration 38Q: 3 clusters Score -1.141996e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279334 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -11420868.000000 Penalty: 1164.925415
	Iteration 39Q: 3 clusters Score -1.142087e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283434 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -11421970.000000 Penalty: 1164.925415
	Iteration 40F: 3 clusters Score -1.142197e+07 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287678 members 
Mstep: Class 2 contains 75039 members 
Entering Unmasked Estep 
Score: -11423163.000000 Penalty: 1164.925415
	Iteration 41Q: 3 clusters Score -1.142316e+07 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292021 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -11424383.000000 Penalty: 1164.925415
	Iteration 42Q: 3 clusters Score -1.142438e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296434 members 
Mstep: Class 2 contains 66283 members 
Entering Unmasked Estep 
Score: -11425696.000000 Penalty: 1164.925415
	Iteration 43Q: 3 clusters Score -1.14257e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300866 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -11427155.000000 Penalty: 1164.925415
	Iteration 44Q: 3 clusters Score -1.142716e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305291 members 
Mstep: Class 2 contains 57426 members 
Entering Unmasked Estep 
Score: -11428628.000000 Penalty: 1164.925415
	Iteration 45Q: 3 clusters Score -1.142863e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309655 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -11430130.000000 Penalty: 1164.925415
	Iteration 46Q: 3 clusters Score -1.143013e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313948 members 
Mstep: Class 2 contains 48769 members 
Entering Unmasked Estep 
Score: -11431673.000000 Penalty: 1164.925415
	Iteration 47Q: 3 clusters Score -1.143167e+07 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318312 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -11433232.000000 Penalty: 1164.925415
	Iteration 48Q: 3 clusters Score -1.143323e+07 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322637 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -11434928.000000 Penalty: 1164.925415
	Iteration 49Q: 3 clusters Score -1.143493e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326882 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -11436678.000000 Penalty: 1164.925415
	Iteration 50Q: 3 clusters Score -1.143668e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330910 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -11438454.000000 Penalty: 1164.925415
	Iteration 51Q: 3 clusters Score -1.143845e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334660 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -11440135.000000 Penalty: 1164.925415
	Iteration 52Q: 3 clusters Score -1.144014e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338104 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -11441722.000000 Penalty: 1164.925415
	Iteration 53Q: 3 clusters Score -1.144172e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341260 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -11442987.000000 Penalty: 1164.925415
	Iteration 54Q: 3 clusters Score -1.144299e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344042 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -11444217.000000 Penalty: 1164.925415
	Iteration 55Q: 3 clusters Score -1.144422e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346520 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -11445461.000000 Penalty: 1164.925415
	Iteration 56Q: 3 clusters Score -1.144546e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348743 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -11446505.000000 Penalty: 1164.925415
	Iteration 57Q: 3 clusters Score -1.14465e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350689 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -11447381.000000 Penalty: 1164.925415
	Iteration 58Q: 3 clusters Score -1.144738e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352288 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -11448030.000000 Penalty: 1164.925415
	Iteration 59Q: 3 clusters Score -1.144803e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353630 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -11448618.000000 Penalty: 1164.925415
	Iteration 60F: 3 clusters Score -1.144862e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354715 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -11448973.000000 Penalty: 1164.925415
	Iteration 61Q: 3 clusters Score -1.144897e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355631 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -11449316.000000 Penalty: 1164.925415
	Iteration 62Q: 3 clusters Score -1.144932e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356401 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -11449506.000000 Penalty: 1164.925415
	Iteration 63Q: 3 clusters Score -1.144951e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357055 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -11449733.000000 Penalty: 1164.925415
	Iteration 64Q: 3 clusters Score -1.144973e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357619 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -11449891.000000 Penalty: 1164.925415
	Iteration 65Q: 3 clusters Score -1.144989e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358111 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -11450061.000000 Penalty: 1164.925415
	Iteration 66Q: 3 clusters Score -1.145006e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358508 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -11450181.000000 Penalty: 1164.925415
	Iteration 67Q: 3 clusters Score -1.145018e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358857 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -11450327.000000 Penalty: 1164.925415
	Iteration 68Q: 3 clusters Score -1.145033e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359139 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -11450396.000000 Penalty: 1164.925415
	Iteration 69Q: 3 clusters Score -1.14504e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359360 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -11450458.000000 Penalty: 1164.925415
	Iteration 70Q: 3 clusters Score -1.145046e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359567 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -11450527.000000 Penalty: 1164.925415
	Iteration 71Q: 3 clusters Score -1.145053e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359741 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -11450557.000000 Penalty: 1164.925415
	Iteration 72Q: 3 clusters Score -1.145056e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359887 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -11450568.000000 Penalty: 1164.925415
	Iteration 73Q: 3 clusters Score -1.145057e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359984 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -11450571.000000 Penalty: 1164.925415
	Iteration 74Q: 3 clusters Score -1.145057e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360068 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -11450567.000000 Penalty: 1164.925415
	Iteration 75Q: 3 clusters Score -1.145057e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360147 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -11450573.000000 Penalty: 1164.925415
	Iteration 76Q: 3 clusters Score -1.145057e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360221 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -11450587.000000 Penalty: 1164.925415
	Iteration 77Q: 3 clusters Score -1.145059e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360280 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -11450593.000000 Penalty: 1164.925415
	Iteration 78Q: 3 clusters Score -1.145059e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360326 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -11450588.000000 Penalty: 1164.925415
	Iteration 79Q: 3 clusters Score -1.145059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360368 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -11450589.000000 Penalty: 1164.925415
	Iteration 80F: 3 clusters Score -1.145059e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360415 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -11450606.000000 Penalty: 1164.925415
	Iteration 81Q: 3 clusters Score -1.145061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360452 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -11450619.000000 Penalty: 1164.925415
	Iteration 82Q: 3 clusters Score -1.145062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360484 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -11450602.000000 Penalty: 1164.925415
	Iteration 83Q: 3 clusters Score -1.14506e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360509 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11450626.000000 Penalty: 1164.925415
	Iteration 84Q: 3 clusters Score -1.145063e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360531 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -11450618.000000 Penalty: 1164.925415
	Iteration 85Q: 3 clusters Score -1.145062e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360547 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -11450616.000000 Penalty: 1164.925415
	Iteration 86Q: 3 clusters Score -1.145062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360562 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -11450629.000000 Penalty: 1164.925415
	Iteration 87Q: 3 clusters Score -1.145063e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360575 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -11450636.000000 Penalty: 1164.925415
	Iteration 88Q: 3 clusters Score -1.145064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360591 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -11450643.000000 Penalty: 1164.925415
	Iteration 89Q: 3 clusters Score -1.145064e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360604 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11450643.000000 Penalty: 1164.925415
	Iteration 90Q: 3 clusters Score -1.145064e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360619 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -11450643.000000 Penalty: 1164.925415
	Iteration 91Q: 3 clusters Score -1.145064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360635 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -11450635.000000 Penalty: 1164.925415
	Iteration 92Q: 3 clusters Score -1.145064e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360654 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11450633.000000 Penalty: 1164.925415
	Iteration 93Q: 3 clusters Score -1.145063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360675 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -11450629.000000 Penalty: 1164.925415
	Iteration 94Q: 3 clusters Score -1.145063e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360694 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -11450623.000000 Penalty: 1164.925415
	Iteration 95Q: 3 clusters Score -1.145062e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360713 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -11450627.000000 Penalty: 1164.925415
	Iteration 96Q: 3 clusters Score -1.145063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360731 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -11450609.000000 Penalty: 1164.925415
	Iteration 97Q: 3 clusters Score -1.145061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360743 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11450617.000000 Penalty: 1164.925415
	Iteration 98Q: 3 clusters Score -1.145062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360754 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -11450634.000000 Penalty: 1164.925415
	Iteration 99Q: 3 clusters Score -1.145063e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360765 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -11450647.000000 Penalty: 1164.925415
	Iteration 100F: 3 clusters Score -1.145065e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360776 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11450649.000000 Penalty: 1164.925415
	Iteration 101Q: 3 clusters Score -1.145065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360782 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11450649.000000 Penalty: 1164.925415
	Iteration 102Q: 3 clusters Score -1.145065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360788 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -11450647.000000 Penalty: 1164.925415
	Iteration 103Q: 3 clusters Score -1.145065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360796 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11450652.000000 Penalty: 1164.925415
	Iteration 104Q: 3 clusters Score -1.145065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360806 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11450652.000000 Penalty: 1164.925415
	Iteration 105Q: 3 clusters Score -1.145065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360818 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -11450647.000000 Penalty: 1164.925415
	Iteration 106Q: 3 clusters Score -1.145065e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360832 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -11450658.000000 Penalty: 1164.925415
	Iteration 107Q: 3 clusters Score -1.145066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360847 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -11450665.000000 Penalty: 1164.925415
	Iteration 108Q: 3 clusters Score -1.145066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360861 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -11450665.000000 Penalty: 1164.925415
	Iteration 109Q: 3 clusters Score -1.145066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360874 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -11450661.000000 Penalty: 1164.925415
	Iteration 110Q: 3 clusters Score -1.145066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360882 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -11450658.000000 Penalty: 1164.925415
	Iteration 111Q: 3 clusters Score -1.145066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360886 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -11450664.000000 Penalty: 1164.925415
	Iteration 112Q: 3 clusters Score -1.145066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360892 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -11450650.000000 Penalty: 1164.925415
	Iteration 113Q: 3 clusters Score -1.145065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360897 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -11450651.000000 Penalty: 1164.925415
	Iteration 114Q: 3 clusters Score -1.145065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360905 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -11450650.000000 Penalty: 1164.925415
	Iteration 115Q: 3 clusters Score -1.145065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360911 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -11450645.000000 Penalty: 1164.925415
	Iteration 116Q: 3 clusters Score -1.145064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360920 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11450652.000000 Penalty: 1164.925415
	Iteration 117Q: 3 clusters Score -1.145065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360925 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -11450656.000000 Penalty: 1164.925415
	Iteration 118Q: 3 clusters Score -1.145066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360929 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -11450657.000000 Penalty: 1164.925415
	Iteration 119Q: 3 clusters Score -1.145066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360932 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11450657.000000 Penalty: 1164.925415
	Iteration 120F: 3 clusters Score -1.145066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360937 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -11450665.000000 Penalty: 1164.925415
	Iteration 121Q: 3 clusters Score -1.145066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360943 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -11450653.000000 Penalty: 1164.925415
	Iteration 122Q: 3 clusters Score -1.145065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360947 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11450651.000000 Penalty: 1164.925415
	Iteration 123Q: 3 clusters Score -1.145065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360949 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11450658.000000 Penalty: 1164.925415
	Iteration 124Q: 3 clusters Score -1.145066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360952 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -11450653.000000 Penalty: 1164.925415
	Iteration 125Q: 3 clusters Score -1.145065e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360956 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11450652.000000 Penalty: 1164.925415
	Iteration 126Q: 3 clusters Score -1.145065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360959 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11450656.000000 Penalty: 1164.925415
	Iteration 127Q: 3 clusters Score -1.145066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360961 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -11450657.000000 Penalty: 1164.925415
	Iteration 128Q: 3 clusters Score -1.145066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360964 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -11450649.000000 Penalty: 1164.925415
	Iteration 129Q: 3 clusters Score -1.145065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360968 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11450648.000000 Penalty: 1164.925415
	Iteration 130Q: 3 clusters Score -1.145065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11450657.000000 Penalty: 1164.925415
	Iteration 131Q: 3 clusters Score -1.145066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11450661.000000 Penalty: 1164.925415
	Iteration 132Q: 3 clusters Score -1.145066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360970 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11450661.000000 Penalty: 1164.925415
	Iteration 133F: 3 clusters Score -1.145066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20251 members 
Mstep: Class 6 contains 25900 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 360970 members 
Mstep: Class 10 contains 231328 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 3757 members 
Mstep: Class 20 contains 42448 members 
Entering Unmasked Estep 
Score: -21496012.000000 Penalty: 10439.538086
Splitting cluster 9 changes total score from -21495970.000000 to -21496012.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 10 (231328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231328 members 
Entering Unmasked Estep 
Score: -6879650.000000 Penalty: 561.997437
	Iteration 0F: 2 clusters Score -6879650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115937 members 
Mstep: Class 2 contains 115391 members 
Entering Unmasked Estep 
Score: -6722088.500000 Penalty: 1123.994873
	Iteration 0F: 3 clusters Score -6722088 nChanged 113952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130155 members 
Mstep: Class 2 contains 101173 members 
Entering Unmasked Estep 
Score: -6792150.000000 Penalty: 1123.994873
	Iteration 1F: 3 clusters Score -6792150 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139309 members 
Mstep: Class 2 contains 92019 members 
Entering Unmasked Estep 
Score: -6796471.000000 Penalty: 1123.994873
	Iteration 2Q: 3 clusters Score -6796471 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152947 members 
Mstep: Class 2 contains 78381 members 
Entering Unmasked Estep 
Score: -6804678.500000 Penalty: 1123.994873
	Iteration 3F: 3 clusters Score -6804678 nChanged 19132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171443 members 
Mstep: Class 2 contains 59885 members 
Entering Unmasked Estep 
Score: -6819577.000000 Penalty: 1123.994873
	Iteration 4F: 3 clusters Score -6819577 nChanged 21634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192755 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -6840252.000000 Penalty: 1123.994873
	Iteration 5F: 3 clusters Score -6840252 nChanged 18921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211596 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -6860104.000000 Penalty: 1123.994873
	Iteration 6F: 3 clusters Score -6860104 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222969 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6871920.000000 Penalty: 1123.994873
	Iteration 7Q: 3 clusters Score -6871920 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227925 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -6876732.000000 Penalty: 1123.994873
	Iteration 8Q: 3 clusters Score -6876732 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229587 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6878236.500000 Penalty: 1123.994873
	Iteration 9Q: 3 clusters Score -6878236 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230143 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -6878884.000000 Penalty: 1123.994873
	Iteration 10Q: 3 clusters Score -6878884 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230338 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6879132.500000 Penalty: 1123.994873
	Iteration 11Q: 3 clusters Score -6879132 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230433 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -6879231.500000 Penalty: 1123.994873
	Iteration 12Q: 3 clusters Score -6879232 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230500 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6879299.000000 Penalty: 1123.994873
	Iteration 13Q: 3 clusters Score -6879299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230538 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -6879339.500000 Penalty: 1123.994873
	Iteration 14Q: 3 clusters Score -6879340 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230562 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -6879344.000000 Penalty: 1123.994873
	Iteration 15Q: 3 clusters Score -6879344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230578 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -6879351.500000 Penalty: 1123.994873
	Iteration 16Q: 3 clusters Score -6879352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230596 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6879356.500000 Penalty: 1123.994873
	Iteration 17Q: 3 clusters Score -6879356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230616 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6879378.500000 Penalty: 1123.994873
	Iteration 18Q: 3 clusters Score -6879378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230627 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -6879384.500000 Penalty: 1123.994873
	Iteration 19Q: 3 clusters Score -6879384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230629 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -6879393.500000 Penalty: 1123.994873
	Iteration 20F: 3 clusters Score -6879394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230636 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -6879402.000000 Penalty: 1123.994873
	Iteration 21Q: 3 clusters Score -6879402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230639 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6879400.000000 Penalty: 1123.994873
	Iteration 22Q: 3 clusters Score -6879400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230641 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6879404.000000 Penalty: 1123.994873
	Iteration 23Q: 3 clusters Score -6879404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230642 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6879407.000000 Penalty: 1123.994873
	Iteration 24Q: 3 clusters Score -6879407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230638 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6879408.500000 Penalty: 1123.994873
	Iteration 25Q: 3 clusters Score -6879408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230638 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6879406.000000 Penalty: 1123.994873
	Iteration 26Q: 3 clusters Score -6879406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230640 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6879408.000000 Penalty: 1123.994873
	Iteration 27Q: 3 clusters Score -6879408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230642 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6879409.000000 Penalty: 1123.994873
	Iteration 28Q: 3 clusters Score -6879409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230642 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6879409.000000 Penalty: 1123.994873
	Iteration 29F: 3 clusters Score -6879409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -60767.593750 Penalty: 342.318390
	Iteration 0F: 2 clusters Score -60767.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -59389.269531 Penalty: 684.636780
	Iteration 0F: 3 clusters Score -59389.27 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -59884.371094 Penalty: 684.636780
	Iteration 1F: 3 clusters Score -59884.37 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -59972.410156 Penalty: 684.636780
	Iteration 2F: 3 clusters Score -59972.41 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60070.910156 Penalty: 684.636780
	Iteration 3F: 3 clusters Score -60070.91 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -60168.117188 Penalty: 684.636780
	Iteration 4F: 3 clusters Score -60168.12 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60267.296875 Penalty: 684.636780
	Iteration 5F: 3 clusters Score -60267.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -60357.000000 Penalty: 684.636780
	Iteration 6Q: 3 clusters Score -60357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -60418.292969 Penalty: 684.636780
	Iteration 7Q: 3 clusters Score -60418.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -60451.511719 Penalty: 684.636780
	Iteration 8Q: 3 clusters Score -60451.51 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -60463.792969 Penalty: 684.636780
	Iteration 9Q: 3 clusters Score -60463.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -60472.042969 Penalty: 684.636780
	Iteration 10Q: 3 clusters Score -60472.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -60477.234375 Penalty: 684.636780
	Iteration 11Q: 3 clusters Score -60477.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -60483.527344 Penalty: 684.636780
	Iteration 12Q: 3 clusters Score -60483.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -60489.632812 Penalty: 684.636780
	Iteration 13Q: 3 clusters Score -60489.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60493.218750 Penalty: 684.636780
	Iteration 14Q: 3 clusters Score -60493.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -60497.527344 Penalty: 684.636780
	Iteration 15Q: 3 clusters Score -60497.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -60500.761719 Penalty: 684.636780
	Iteration 16Q: 3 clusters Score -60500.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -60502.367188 Penalty: 684.636780
	Iteration 17Q: 3 clusters Score -60502.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60505.390625 Penalty: 684.636780
	Iteration 18Q: 3 clusters Score -60505.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -60506.484375 Penalty: 684.636780
	Iteration 19Q: 3 clusters Score -60506.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -60506.925781 Penalty: 684.636780
	Iteration 20F: 3 clusters Score -60506.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -60507.238281 Penalty: 684.636780
	Iteration 21Q: 3 clusters Score -60507.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -60507.238281 Penalty: 684.636780
	Iteration 22F: 3 clusters Score -60507.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Entering Unmasked Estep 
Score: -200956.421875 Penalty: 394.574738
	Iteration 0F: 2 clusters Score -200956.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -197030.640625 Penalty: 789.149475
	Iteration 0F: 3 clusters Score -197030.6 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -198686.171875 Penalty: 789.149475
	Iteration 1F: 3 clusters Score -198686.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -199043.703125 Penalty: 789.149475
	Iteration 2F: 3 clusters Score -199043.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -199502.546875 Penalty: 789.149475
	Iteration 3F: 3 clusters Score -199502.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -200024.671875 Penalty: 789.149475
	Iteration 4F: 3 clusters Score -200024.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -200335.781250 Penalty: 789.149475
	Iteration 5F: 3 clusters Score -200335.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -200447.187500 Penalty: 789.149475
	Iteration 6Q: 3 clusters Score -200447.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -200488.171875 Penalty: 789.149475
	Iteration 7Q: 3 clusters Score -200488.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -200511.031250 Penalty: 789.149475
	Iteration 8Q: 3 clusters Score -200511 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -200530.750000 Penalty: 789.149475
	Iteration 9Q: 3 clusters Score -200530.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -200550.406250 Penalty: 789.149475
	Iteration 10Q: 3 clusters Score -200550.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -200558.781250 Penalty: 789.149475
	Iteration 11Q: 3 clusters Score -200558.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -200564.390625 Penalty: 789.149475
	Iteration 12Q: 3 clusters Score -200564.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -200567.750000 Penalty: 789.149475
	Iteration 13Q: 3 clusters Score -200567.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -200571.031250 Penalty: 789.149475
	Iteration 14Q: 3 clusters Score -200571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -200573.031250 Penalty: 789.149475
	Iteration 15Q: 3 clusters Score -200573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -200573.843750 Penalty: 789.149475
	Iteration 16Q: 3 clusters Score -200573.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -200576.031250 Penalty: 789.149475
	Iteration 17Q: 3 clusters Score -200576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -200577.406250 Penalty: 789.149475
	Iteration 18Q: 3 clusters Score -200577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -200577.609375 Penalty: 789.149475
	Iteration 19Q: 3 clusters Score -200577.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -200578.125000 Penalty: 789.149475
	Iteration 20F: 3 clusters Score -200578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -200578.437500 Penalty: 789.149475
	Iteration 21Q: 3 clusters Score -200578.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -200578.437500 Penalty: 789.149475
	Iteration 22F: 3 clusters Score -200578.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Entering Unmasked Estep 
Score: -511128.812500 Penalty: 440.367432
	Iteration 0F: 2 clusters Score -511128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -500521.218750 Penalty: 880.734863
	Iteration 0F: 3 clusters Score -500521.2 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -504901.781250 Penalty: 880.734863
	Iteration 1F: 3 clusters Score -504901.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -505383.781250 Penalty: 880.734863
	Iteration 2F: 3 clusters Score -505383.8 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -506080.406250 Penalty: 880.734863
	Iteration 3F: 3 clusters Score -506080.4 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -506957.062500 Penalty: 880.734863
	Iteration 4F: 3 clusters Score -506957.1 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -507863.375000 Penalty: 880.734863
	Iteration 5F: 3 clusters Score -507863.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -508533.343750 Penalty: 880.734863
	Iteration 6F: 3 clusters Score -508533.3 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -508885.906250 Penalty: 880.734863
	Iteration 7Q: 3 clusters Score -508885.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -509097.437500 Penalty: 880.734863
	Iteration 8Q: 3 clusters Score -509097.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -509277.375000 Penalty: 880.734863
	Iteration 9Q: 3 clusters Score -509277.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -509447.343750 Penalty: 880.734863
	Iteration 10Q: 3 clusters Score -509447.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -509602.906250 Penalty: 880.734863
	Iteration 11Q: 3 clusters Score -509602.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -509772.406250 Penalty: 880.734863
	Iteration 12Q: 3 clusters Score -509772.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -509913.531250 Penalty: 880.734863
	Iteration 13Q: 3 clusters Score -509913.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -510034.562500 Penalty: 880.734863
	Iteration 14Q: 3 clusters Score -510034.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -510142.593750 Penalty: 880.734863
	Iteration 15Q: 3 clusters Score -510142.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -510222.593750 Penalty: 880.734863
	Iteration 16Q: 3 clusters Score -510222.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -510288.281250 Penalty: 880.734863
	Iteration 17Q: 3 clusters Score -510288.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -510339.531250 Penalty: 880.734863
	Iteration 18Q: 3 clusters Score -510339.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -510379.781250 Penalty: 880.734863
	Iteration 19Q: 3 clusters Score -510379.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -510414.312500 Penalty: 880.734863
	Iteration 20F: 3 clusters Score -510414.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -510444.343750 Penalty: 880.734863
	Iteration 21Q: 3 clusters Score -510444.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -510470.718750 Penalty: 880.734863
	Iteration 22Q: 3 clusters Score -510470.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -510502.937500 Penalty: 880.734863
	Iteration 23Q: 3 clusters Score -510502.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -510542.156250 Penalty: 880.734863
	Iteration 24Q: 3 clusters Score -510542.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -510574.593750 Penalty: 880.734863
	Iteration 25Q: 3 clusters Score -510574.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -510605.156250 Penalty: 880.734863
	Iteration 26Q: 3 clusters Score -510605.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -510625.656250 Penalty: 880.734863
	Iteration 27Q: 3 clusters Score -510625.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -510640.281250 Penalty: 880.734863
	Iteration 28Q: 3 clusters Score -510640.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -510652.937500 Penalty: 880.734863
	Iteration 29Q: 3 clusters Score -510652.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -510665.000000 Penalty: 880.734863
	Iteration 30Q: 3 clusters Score -510665 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -510678.937500 Penalty: 880.734863
	Iteration 31Q: 3 clusters Score -510678.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -510688.562500 Penalty: 880.734863
	Iteration 32Q: 3 clusters Score -510688.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -510697.593750 Penalty: 880.734863
	Iteration 33Q: 3 clusters Score -510697.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -510707.718750 Penalty: 880.734863
	Iteration 34Q: 3 clusters Score -510707.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -510718.937500 Penalty: 880.734863
	Iteration 35Q: 3 clusters Score -510718.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -510728.718750 Penalty: 880.734863
	Iteration 36Q: 3 clusters Score -510728.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -510735.125000 Penalty: 880.734863
	Iteration 37Q: 3 clusters Score -510735.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -510750.218750 Penalty: 880.734863
	Iteration 38Q: 3 clusters Score -510750.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -510758.968750 Penalty: 880.734863
	Iteration 39Q: 3 clusters Score -510759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -510768.968750 Penalty: 880.734863
	Iteration 40F: 3 clusters Score -510769 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -510774.156250 Penalty: 880.734863
	Iteration 41Q: 3 clusters Score -510774.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -510778.375000 Penalty: 880.734863
	Iteration 42Q: 3 clusters Score -510778.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -510782.218750 Penalty: 880.734863
	Iteration 43Q: 3 clusters Score -510782.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -510783.562500 Penalty: 880.734863
	Iteration 44Q: 3 clusters Score -510783.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -510785.875000 Penalty: 880.734863
	Iteration 45Q: 3 clusters Score -510785.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -510788.812500 Penalty: 880.734863
	Iteration 46Q: 3 clusters Score -510788.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -510790.281250 Penalty: 880.734863
	Iteration 47Q: 3 clusters Score -510790.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -510790.500000 Penalty: 880.734863
	Iteration 48Q: 3 clusters Score -510790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -510790.843750 Penalty: 880.734863
	Iteration 49Q: 3 clusters Score -510790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -510790.593750 Penalty: 880.734863
	Iteration 50Q: 3 clusters Score -510790.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -510789.718750 Penalty: 880.734863
	Iteration 51Q: 3 clusters Score -510789.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -510789.718750 Penalty: 880.734863
	Iteration 52F: 3 clusters Score -510789.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -93036.976562 Penalty: 369.038086
	Iteration 0F: 2 clusters Score -93036.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -90726.484375 Penalty: 738.076172
	Iteration 0F: 3 clusters Score -90726.48 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -91555.164062 Penalty: 738.076172
	Iteration 1F: 3 clusters Score -91555.16 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -91714.664062 Penalty: 738.076172
	Iteration 2F: 3 clusters Score -91714.66 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -91909.859375 Penalty: 738.076172
	Iteration 3F: 3 clusters Score -91909.86 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -92139.632812 Penalty: 738.076172
	Iteration 4F: 3 clusters Score -92139.63 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -92321.671875 Penalty: 738.076172
	Iteration 5F: 3 clusters Score -92321.67 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -92478.453125 Penalty: 738.076172
	Iteration 6F: 3 clusters Score -92478.45 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -92640.179688 Penalty: 738.076172
	Iteration 7F: 3 clusters Score -92640.18 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -92779.859375 Penalty: 738.076172
	Iteration 8F: 3 clusters Score -92779.86 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -92882.750000 Penalty: 738.076172
	Iteration 9Q: 3 clusters Score -92882.75 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -92932.843750 Penalty: 738.076172
	Iteration 10Q: 3 clusters Score -92932.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -92950.867188 Penalty: 738.076172
	Iteration 11Q: 3 clusters Score -92950.87 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -92960.281250 Penalty: 738.076172
	Iteration 12Q: 3 clusters Score -92960.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -92967.851562 Penalty: 738.076172
	Iteration 13Q: 3 clusters Score -92967.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -92972.242188 Penalty: 738.076172
	Iteration 14Q: 3 clusters Score -92972.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -92976.843750 Penalty: 738.076172
	Iteration 15Q: 3 clusters Score -92976.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -92978.437500 Penalty: 738.076172
	Iteration 16Q: 3 clusters Score -92978.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -92979.523438 Penalty: 738.076172
	Iteration 17Q: 3 clusters Score -92979.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -92981.078125 Penalty: 738.076172
	Iteration 18Q: 3 clusters Score -92981.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -92984.757812 Penalty: 738.076172
	Iteration 19Q: 3 clusters Score -92984.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -92986.921875 Penalty: 738.076172
	Iteration 20F: 3 clusters Score -92986.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -92988.687500 Penalty: 738.076172
	Iteration 21Q: 3 clusters Score -92988.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -92990.476562 Penalty: 738.076172
	Iteration 22Q: 3 clusters Score -92990.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -92991.484375 Penalty: 738.076172
	Iteration 23Q: 3 clusters Score -92991.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -92992.312500 Penalty: 738.076172
	Iteration 24Q: 3 clusters Score -92992.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -92993.226562 Penalty: 738.076172
	Iteration 25Q: 3 clusters Score -92993.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -92994.179688 Penalty: 738.076172
	Iteration 26Q: 3 clusters Score -92994.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -92996.703125 Penalty: 738.076172
	Iteration 27Q: 3 clusters Score -92996.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -92998.625000 Penalty: 738.076172
	Iteration 28Q: 3 clusters Score -92998.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -92999.859375 Penalty: 738.076172
	Iteration 29Q: 3 clusters Score -92999.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -93000.476562 Penalty: 738.076172
	Iteration 30Q: 3 clusters Score -93000.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -93001.687500 Penalty: 738.076172
	Iteration 31Q: 3 clusters Score -93001.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -93003.140625 Penalty: 738.076172
	Iteration 32Q: 3 clusters Score -93003.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -93003.539062 Penalty: 738.076172
	Iteration 33Q: 3 clusters Score -93003.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -93004.187500 Penalty: 738.076172
	Iteration 34Q: 3 clusters Score -93004.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -93004.789062 Penalty: 738.076172
	Iteration 35Q: 3 clusters Score -93004.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -93005.234375 Penalty: 738.076172
	Iteration 36Q: 3 clusters Score -93005.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -93005.507812 Penalty: 738.076172
	Iteration 37Q: 3 clusters Score -93005.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -93006.515625 Penalty: 738.076172
	Iteration 38Q: 3 clusters Score -93006.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -93008.234375 Penalty: 738.076172
	Iteration 39Q: 3 clusters Score -93008.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -93009.132812 Penalty: 738.076172
	Iteration 40F: 3 clusters Score -93009.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -93009.453125 Penalty: 738.076172
	Iteration 41Q: 3 clusters Score -93009.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -93009.648438 Penalty: 738.076172
	Iteration 42Q: 3 clusters Score -93009.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -93009.968750 Penalty: 738.076172
	Iteration 43Q: 3 clusters Score -93009.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -93010.453125 Penalty: 738.076172
	Iteration 44Q: 3 clusters Score -93010.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -93010.664062 Penalty: 738.076172
	Iteration 45Q: 3 clusters Score -93010.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -93010.890625 Penalty: 738.076172
	Iteration 46Q: 3 clusters Score -93010.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -93011.687500 Penalty: 738.076172
	Iteration 47Q: 3 clusters Score -93011.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -93012.734375 Penalty: 738.076172
	Iteration 48Q: 3 clusters Score -93012.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -93013.445312 Penalty: 738.076172
	Iteration 49Q: 3 clusters Score -93013.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -93014.109375 Penalty: 738.076172
	Iteration 50Q: 3 clusters Score -93014.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -93014.789062 Penalty: 738.076172
	Iteration 51Q: 3 clusters Score -93014.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -93015.734375 Penalty: 738.076172
	Iteration 52Q: 3 clusters Score -93015.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -93016.507812 Penalty: 738.076172
	Iteration 53Q: 3 clusters Score -93016.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -93017.085938 Penalty: 738.076172
	Iteration 54Q: 3 clusters Score -93017.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -93017.085938 Penalty: 738.076172
	Iteration 55F: 3 clusters Score -93017.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Entering Unmasked Estep 
Score: -116849.039062 Penalty: 374.527588
	Iteration 0F: 2 clusters Score -116849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -114243.500000 Penalty: 749.055176
	Iteration 0F: 3 clusters Score -114243.5 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -115200.445312 Penalty: 749.055176
	Iteration 1F: 3 clusters Score -115200.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -115319.820312 Penalty: 749.055176
	Iteration 2F: 3 clusters Score -115319.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -115433.640625 Penalty: 749.055176
	Iteration 3F: 3 clusters Score -115433.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -115554.445312 Penalty: 749.055176
	Iteration 4F: 3 clusters Score -115554.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -115683.281250 Penalty: 749.055176
	Iteration 5F: 3 clusters Score -115683.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -115816.296875 Penalty: 749.055176
	Iteration 6Q: 3 clusters Score -115816.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -115901.773438 Penalty: 749.055176
	Iteration 7Q: 3 clusters Score -115901.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -115949.554688 Penalty: 749.055176
	Iteration 8Q: 3 clusters Score -115949.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -115973.000000 Penalty: 749.055176
	Iteration 9Q: 3 clusters Score -115973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -115990.617188 Penalty: 749.055176
	Iteration 10Q: 3 clusters Score -115990.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -115999.609375 Penalty: 749.055176
	Iteration 11Q: 3 clusters Score -115999.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -116007.109375 Penalty: 749.055176
	Iteration 12Q: 3 clusters Score -116007.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -116015.101562 Penalty: 749.055176
	Iteration 13Q: 3 clusters Score -116015.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -116021.070312 Penalty: 749.055176
	Iteration 14Q: 3 clusters Score -116021.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -116025.429688 Penalty: 749.055176
	Iteration 15Q: 3 clusters Score -116025.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -116029.929688 Penalty: 749.055176
	Iteration 16Q: 3 clusters Score -116029.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -116033.000000 Penalty: 749.055176
	Iteration 17Q: 3 clusters Score -116033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -116035.140625 Penalty: 749.055176
	Iteration 18Q: 3 clusters Score -116035.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -116036.312500 Penalty: 749.055176
	Iteration 19Q: 3 clusters Score -116036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -116037.750000 Penalty: 749.055176
	Iteration 20F: 3 clusters Score -116037.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -116040.031250 Penalty: 749.055176
	Iteration 21Q: 3 clusters Score -116040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -116041.445312 Penalty: 749.055176
	Iteration 22Q: 3 clusters Score -116041.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -116043.406250 Penalty: 749.055176
	Iteration 23Q: 3 clusters Score -116043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -116046.515625 Penalty: 749.055176
	Iteration 24Q: 3 clusters Score -116046.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -116048.085938 Penalty: 749.055176
	Iteration 25Q: 3 clusters Score -116048.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -116049.226562 Penalty: 749.055176
	Iteration 26Q: 3 clusters Score -116049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -116050.195312 Penalty: 749.055176
	Iteration 27Q: 3 clusters Score -116050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -116051.710938 Penalty: 749.055176
	Iteration 28Q: 3 clusters Score -116051.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -116053.718750 Penalty: 749.055176
	Iteration 29Q: 3 clusters Score -116053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -116056.000000 Penalty: 749.055176
	Iteration 30Q: 3 clusters Score -116056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -116059.445312 Penalty: 749.055176
	Iteration 31Q: 3 clusters Score -116059.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -116062.328125 Penalty: 749.055176
	Iteration 32Q: 3 clusters Score -116062.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -116067.937500 Penalty: 749.055176
	Iteration 33Q: 3 clusters Score -116067.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -116074.335938 Penalty: 749.055176
	Iteration 34Q: 3 clusters Score -116074.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -116081.679688 Penalty: 749.055176
	Iteration 35Q: 3 clusters Score -116081.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -116091.867188 Penalty: 749.055176
	Iteration 36Q: 3 clusters Score -116091.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -116103.804688 Penalty: 749.055176
	Iteration 37Q: 3 clusters Score -116103.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -116111.742188 Penalty: 749.055176
	Iteration 38Q: 3 clusters Score -116111.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -116119.007812 Penalty: 749.055176
	Iteration 39Q: 3 clusters Score -116119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -116125.500000 Penalty: 749.055176
	Iteration 40F: 3 clusters Score -116125.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -116130.890625 Penalty: 749.055176
	Iteration 41Q: 3 clusters Score -116130.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -116135.843750 Penalty: 749.055176
	Iteration 42Q: 3 clusters Score -116135.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -116140.007812 Penalty: 749.055176
	Iteration 43Q: 3 clusters Score -116140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -116147.312500 Penalty: 749.055176
	Iteration 44Q: 3 clusters Score -116147.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -116154.750000 Penalty: 749.055176
	Iteration 45Q: 3 clusters Score -116154.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -116160.109375 Penalty: 749.055176
	Iteration 46Q: 3 clusters Score -116160.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -116168.351562 Penalty: 749.055176
	Iteration 47Q: 3 clusters Score -116168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -116181.343750 Penalty: 749.055176
	Iteration 48Q: 3 clusters Score -116181.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -116196.046875 Penalty: 749.055176
	Iteration 49Q: 3 clusters Score -116196 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -116206.164062 Penalty: 749.055176
	Iteration 50Q: 3 clusters Score -116206.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -116213.421875 Penalty: 749.055176
	Iteration 51Q: 3 clusters Score -116213.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -116217.828125 Penalty: 749.055176
	Iteration 52Q: 3 clusters Score -116217.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -116220.492188 Penalty: 749.055176
	Iteration 53Q: 3 clusters Score -116220.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -116224.218750 Penalty: 749.055176
	Iteration 54Q: 3 clusters Score -116224.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -116227.648438 Penalty: 749.055176
	Iteration 55Q: 3 clusters Score -116227.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -116230.265625 Penalty: 749.055176
	Iteration 56Q: 3 clusters Score -116230.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -116232.914062 Penalty: 749.055176
	Iteration 57Q: 3 clusters Score -116232.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -116235.148438 Penalty: 749.055176
	Iteration 58Q: 3 clusters Score -116235.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -116238.335938 Penalty: 749.055176
	Iteration 59Q: 3 clusters Score -116238.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -116241.921875 Penalty: 749.055176
	Iteration 60F: 3 clusters Score -116241.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -116246.164062 Penalty: 749.055176
	Iteration 61Q: 3 clusters Score -116246.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -116252.265625 Penalty: 749.055176
	Iteration 62Q: 3 clusters Score -116252.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -116256.343750 Penalty: 749.055176
	Iteration 63Q: 3 clusters Score -116256.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -116260.046875 Penalty: 749.055176
	Iteration 64Q: 3 clusters Score -116260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -116265.273438 Penalty: 749.055176
	Iteration 65Q: 3 clusters Score -116265.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -116270.492188 Penalty: 749.055176
	Iteration 66Q: 3 clusters Score -116270.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -116277.515625 Penalty: 749.055176
	Iteration 67Q: 3 clusters Score -116277.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -116282.843750 Penalty: 749.055176
	Iteration 68Q: 3 clusters Score -116282.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -116287.070312 Penalty: 749.055176
	Iteration 69Q: 3 clusters Score -116287.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -116288.507812 Penalty: 749.055176
	Iteration 70Q: 3 clusters Score -116288.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -116290.375000 Penalty: 749.055176
	Iteration 71Q: 3 clusters Score -116290.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -116291.367188 Penalty: 749.055176
	Iteration 72Q: 3 clusters Score -116291.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -116292.921875 Penalty: 749.055176
	Iteration 73Q: 3 clusters Score -116292.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -116294.921875 Penalty: 749.055176
	Iteration 74Q: 3 clusters Score -116294.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -116296.656250 Penalty: 749.055176
	Iteration 75Q: 3 clusters Score -116296.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -116299.406250 Penalty: 749.055176
	Iteration 76Q: 3 clusters Score -116299.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -116301.109375 Penalty: 749.055176
	Iteration 77Q: 3 clusters Score -116301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -116301.796875 Penalty: 749.055176
	Iteration 78Q: 3 clusters Score -116301.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -116302.382812 Penalty: 749.055176
	Iteration 79Q: 3 clusters Score -116302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -116302.734375 Penalty: 749.055176
	Iteration 80F: 3 clusters Score -116302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -116302.898438 Penalty: 749.055176
	Iteration 81Q: 3 clusters Score -116302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -116303.343750 Penalty: 749.055176
	Iteration 82Q: 3 clusters Score -116303.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -116303.679688 Penalty: 749.055176
	Iteration 83Q: 3 clusters Score -116303.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -116303.593750 Penalty: 749.055176
	Iteration 84Q: 3 clusters Score -116303.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -116303.593750 Penalty: 749.055176
	Iteration 85F: 3 clusters Score -116303.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Entering Unmasked Estep 
Score: -1358630.000000 Penalty: 484.849609
	Iteration 0F: 2 clusters Score -1358630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -1330231.750000 Penalty: 969.699219
	Iteration 0F: 3 clusters Score -1330232 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1342527.125000 Penalty: 969.699219
	Iteration 1F: 3 clusters Score -1342527 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -1343196.875000 Penalty: 969.699219
	Iteration 2Q: 3 clusters Score -1343197 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -1344139.500000 Penalty: 969.699219
	Iteration 3Q: 3 clusters Score -1344140 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -1345574.250000 Penalty: 969.699219
	Iteration 4F: 3 clusters Score -1345574 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -1347685.750000 Penalty: 969.699219
	Iteration 5F: 3 clusters Score -1347686 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -1350080.250000 Penalty: 969.699219
	Iteration 6F: 3 clusters Score -1350080 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1351520.875000 Penalty: 969.699219
	Iteration 7F: 3 clusters Score -1351521 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -1351998.750000 Penalty: 969.699219
	Iteration 8Q: 3 clusters Score -1351999 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
Score: -1352196.125000 Penalty: 969.699219
	Iteration 9Q: 3 clusters Score -1352196 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -1352336.750000 Penalty: 969.699219
	Iteration 10Q: 3 clusters Score -1352337 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 27283 members 
Entering Unmasked Estep 
Score: -1352465.375000 Penalty: 969.699219
	Iteration 11Q: 3 clusters Score -1352465 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -1352603.375000 Penalty: 969.699219
	Iteration 12Q: 3 clusters Score -1352603 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -1352735.500000 Penalty: 969.699219
	Iteration 13Q: 3 clusters Score -1352736 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -1352891.375000 Penalty: 969.699219
	Iteration 14Q: 3 clusters Score -1352891 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -1353029.125000 Penalty: 969.699219
	Iteration 15Q: 3 clusters Score -1353029 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 29133 members 
Entering Unmasked Estep 
Score: -1353189.500000 Penalty: 969.699219
	Iteration 16Q: 3 clusters Score -1353190 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -1353347.625000 Penalty: 969.699219
	Iteration 17Q: 3 clusters Score -1353348 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -1353484.750000 Penalty: 969.699219
	Iteration 18Q: 3 clusters Score -1353485 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -1353625.750000 Penalty: 969.699219
	Iteration 19Q: 3 clusters Score -1353626 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -1353767.375000 Penalty: 969.699219
	Iteration 20F: 3 clusters Score -1353767 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -1353921.250000 Penalty: 969.699219
	Iteration 21Q: 3 clusters Score -1353921 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -1354107.000000 Penalty: 969.699219
	Iteration 22Q: 3 clusters Score -1354107 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -1354305.250000 Penalty: 969.699219
	Iteration 23Q: 3 clusters Score -1354305 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -1354505.875000 Penalty: 969.699219
	Iteration 24Q: 3 clusters Score -1354506 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -1354695.375000 Penalty: 969.699219
	Iteration 25Q: 3 clusters Score -1354695 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -1354864.750000 Penalty: 969.699219
	Iteration 26Q: 3 clusters Score -1354865 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -1355030.000000 Penalty: 969.699219
	Iteration 27Q: 3 clusters Score -1355030 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -1355216.750000 Penalty: 969.699219
	Iteration 28Q: 3 clusters Score -1355217 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -1355383.125000 Penalty: 969.699219
	Iteration 29Q: 3 clusters Score -1355383 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -1355538.750000 Penalty: 969.699219
	Iteration 30Q: 3 clusters Score -1355539 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -1355724.125000 Penalty: 969.699219
	Iteration 31Q: 3 clusters Score -1355724 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -1355888.625000 Penalty: 969.699219
	Iteration 32Q: 3 clusters Score -1355889 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -1356059.500000 Penalty: 969.699219
	Iteration 33Q: 3 clusters Score -1356060 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -1356239.250000 Penalty: 969.699219
	Iteration 34Q: 3 clusters Score -1356239 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -1356423.375000 Penalty: 969.699219
	Iteration 35Q: 3 clusters Score -1356423 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -1356622.375000 Penalty: 969.699219
	Iteration 36Q: 3 clusters Score -1356622 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -1356822.375000 Penalty: 969.699219
	Iteration 37Q: 3 clusters Score -1356822 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -1357032.750000 Penalty: 969.699219
	Iteration 38Q: 3 clusters Score -1357033 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -1357189.000000 Penalty: 969.699219
	Iteration 39Q: 3 clusters Score -1357189 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -1357342.125000 Penalty: 969.699219
	Iteration 40F: 3 clusters Score -1357342 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -1357482.125000 Penalty: 969.699219
	Iteration 41Q: 3 clusters Score -1357482 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 41007 members 
Entering Unmasked Estep 
Score: -1357609.875000 Penalty: 969.699219
	Iteration 42Q: 3 clusters Score -1357610 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -1357720.625000 Penalty: 969.699219
	Iteration 43Q: 3 clusters Score -1357721 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -1357801.875000 Penalty: 969.699219
	Iteration 44Q: 3 clusters Score -1357802 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -1357894.500000 Penalty: 969.699219
	Iteration 45Q: 3 clusters Score -1357894 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -1357961.125000 Penalty: 969.699219
	Iteration 46Q: 3 clusters Score -1357961 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -1358019.125000 Penalty: 969.699219
	Iteration 47Q: 3 clusters Score -1358019 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -1358063.375000 Penalty: 969.699219
	Iteration 48Q: 3 clusters Score -1358063 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -1358101.125000 Penalty: 969.699219
	Iteration 49Q: 3 clusters Score -1358101 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -1358128.500000 Penalty: 969.699219
	Iteration 50Q: 3 clusters Score -1358128 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -1358156.625000 Penalty: 969.699219
	Iteration 51Q: 3 clusters Score -1358157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -1358169.125000 Penalty: 969.699219
	Iteration 52Q: 3 clusters Score -1358169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 42205 members 
Entering Unmasked Estep 
Score: -1358181.875000 Penalty: 969.699219
	Iteration 53Q: 3 clusters Score -1358182 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -1358188.500000 Penalty: 969.699219
	Iteration 54Q: 3 clusters Score -1358188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -1358192.625000 Penalty: 969.699219
	Iteration 55Q: 3 clusters Score -1358193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -1358196.375000 Penalty: 969.699219
	Iteration 56Q: 3 clusters Score -1358196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -1358198.750000 Penalty: 969.699219
	Iteration 57Q: 3 clusters Score -1358199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -1358202.000000 Penalty: 969.699219
	Iteration 58Q: 3 clusters Score -1358202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -1358205.250000 Penalty: 969.699219
	Iteration 59Q: 3 clusters Score -1358205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -1358206.750000 Penalty: 969.699219
	Iteration 60F: 3 clusters Score -1358207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -1358208.125000 Penalty: 969.699219
	Iteration 61Q: 3 clusters Score -1358208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -1358211.250000 Penalty: 969.699219
	Iteration 62Q: 3 clusters Score -1358211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -1358212.250000 Penalty: 969.699219
	Iteration 63Q: 3 clusters Score -1358212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -1358213.750000 Penalty: 969.699219
	Iteration 64Q: 3 clusters Score -1358214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -1358213.750000 Penalty: 969.699219
	Iteration 65F: 3 clusters Score -1358214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 3 contains 4577 members 
Mstep: Class 4 contains 366 members 
Mstep: Class 5 contains 20251 members 
Mstep: Class 6 contains 25900 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 360970 members 
Mstep: Class 10 contains 231328 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5837 members 
Mstep: Class 17 contains 15969 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 3757 members 
Mstep: Class 20 contains 42448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496042.000000 Penalty: 10439.538086
Iteration 239Q: 18 clusters Score -2.149604e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 367 members 
Mstep: Class 5 contains 20268 members 
Mstep: Class 6 contains 25909 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 360739 members 
Mstep: Class 10 contains 231520 members 
Mstep: Class 11 contains 1751 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 16 contains 5823 members 
Mstep: Class 17 contains 15971 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 3741 members 
Mstep: Class 20 contains 42462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496116.000000 Penalty: 10439.538086
Iteration 240F: 18 clusters Score -2.149612e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4597 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 20281 members 
Mstep: Class 6 contains 25921 members 
Mstep: Class 7 contains 1967 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 360542 members 
Mstep: Class 10 contains 231583 members 
Mstep: Class 11 contains 1864 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5813 members 
Mstep: Class 17 contains 15968 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 3732 members 
Mstep: Class 20 contains 42462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496166.000000 Penalty: 10439.538086
Iteration 241Q: 18 clusters Score -2.149617e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20296 members 
Mstep: Class 6 contains 25923 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360430 members 
Mstep: Class 10 contains 231622 members 
Mstep: Class 11 contains 1927 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5807 members 
Mstep: Class 17 contains 15967 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 3725 members 
Mstep: Class 20 contains 42459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496184.000000 Penalty: 10439.538086
Iteration 242Q: 18 clusters Score -2.149618e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2197 members 
Mstep: Class 3 contains 4619 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20314 members 
Mstep: Class 6 contains 25926 members 
Mstep: Class 7 contains 1965 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360360 members 
Mstep: Class 10 contains 231631 members 
Mstep: Class 11 contains 1969 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5798 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 3334 members 
Mstep: Class 19 contains 3716 members 
Mstep: Class 20 contains 42456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496222.000000 Penalty: 10439.538086
Iteration 243Q: 18 clusters Score -2.149622e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2195 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20331 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360312 members 
Mstep: Class 10 contains 231635 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 15 contains 1850 members 
Mstep: Class 16 contains 5781 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 3333 members 
Mstep: Class 19 contains 3712 members 
Mstep: Class 20 contains 42458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496190.000000 Penalty: 10439.538086
Iteration 244Q: 18 clusters Score -2.149619e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2194 members 
Mstep: Class 3 contains 4638 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20350 members 
Mstep: Class 6 contains 25927 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360271 members 
Mstep: Class 10 contains 231628 members 
Mstep: Class 11 contains 2039 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5772 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 3704 members 
Mstep: Class 20 contains 42462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496230.000000 Penalty: 10439.538086
Iteration 245Q: 18 clusters Score -2.149623e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2191 members 
Mstep: Class 3 contains 4647 members 
Mstep: Class 4 contains 365 members 
Mstep: Class 5 contains 20365 members 
Mstep: Class 6 contains 25925 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360236 members 
Mstep: Class 10 contains 231625 members 
Mstep: Class 11 contains 2068 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5761 members 
Mstep: Class 17 contains 15966 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 3697 members 
Mstep: Class 20 contains 42467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496232.000000 Penalty: 10439.538086
Iteration 246Q: 18 clusters Score -2.149623e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4653 members 
Mstep: Class 4 contains 364 members 
Mstep: Class 5 contains 20384 members 
Mstep: Class 6 contains 25925 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360207 members 
Mstep: Class 10 contains 231623 members 
Mstep: Class 11 contains 2100 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5743 members 
Mstep: Class 17 contains 15963 members 
Mstep: Class 18 contains 3332 members 
Mstep: Class 19 contains 3682 members 
Mstep: Class 20 contains 42476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496196.000000 Penalty: 10439.538086
Iteration 247Q: 18 clusters Score -2.14962e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4663 members 
Mstep: Class 4 contains 363 members 
Mstep: Class 5 contains 20402 members 
Mstep: Class 6 contains 25924 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360180 members 
Mstep: Class 10 contains 231626 members 
Mstep: Class 11 contains 2120 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5732 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 3669 members 
Mstep: Class 20 contains 42478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496204.000000 Penalty: 10439.538086
Iteration 248Q: 18 clusters Score -2.14962e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2188 members 
Mstep: Class 3 contains 4671 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 20428 members 
Mstep: Class 6 contains 25924 members 
Mstep: Class 7 contains 1963 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360141 members 
Mstep: Class 10 contains 231626 members 
Mstep: Class 11 contains 2141 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5726 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 3330 members 
Mstep: Class 19 contains 3653 members 
Mstep: Class 20 contains 42479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496194.000000 Penalty: 10439.538086
Iteration 249Q: 18 clusters Score -2.149619e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2190 members 
Mstep: Class 3 contains 4678 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 20446 members 
Mstep: Class 6 contains 25924 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360113 members 
Mstep: Class 10 contains 231624 members 
Mstep: Class 11 contains 2164 members 
Mstep: Class 15 contains 1851 members 
Mstep: Class 16 contains 5717 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 3639 members 
Mstep: Class 20 contains 42479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496204.000000 Penalty: 10439.538086
Iteration 250Q: 18 clusters Score -2.14962e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4680 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20471 members 
Mstep: Class 6 contains 25923 members 
Mstep: Class 7 contains 1961 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360096 members 
Mstep: Class 10 contains 231612 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5710 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 3622 members 
Mstep: Class 20 contains 42482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496244.000000 Penalty: 10439.538086
Iteration 251Q: 18 clusters Score -2.149624e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4683 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 25923 members 
Mstep: Class 7 contains 1960 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360081 members 
Mstep: Class 10 contains 231603 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 15 contains 1852 members 
Mstep: Class 16 contains 5704 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 3614 members 
Mstep: Class 20 contains 42482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496236.000000 Penalty: 10439.538086
Iteration 252Q: 18 clusters Score -2.149624e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2189 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20494 members 
Mstep: Class 6 contains 25920 members 
Mstep: Class 7 contains 1959 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360053 members 
Mstep: Class 10 contains 231590 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 15 contains 1853 members 
Mstep: Class 16 contains 5698 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 3612 members 
Mstep: Class 20 contains 42484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496252.000000 Penalty: 10439.538086
Iteration 253Q: 18 clusters Score -2.149625e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2185 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20502 members 
Mstep: Class 6 contains 25919 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360029 members 
Mstep: Class 10 contains 231588 members 
Mstep: Class 11 contains 2267 members 
Mstep: Class 15 contains 1854 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3610 members 
Mstep: Class 20 contains 42488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496288.000000 Penalty: 10439.538086
Iteration 254Q: 18 clusters Score -2.149629e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2183 members 
Mstep: Class 3 contains 4695 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20507 members 
Mstep: Class 6 contains 25917 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 360015 members 
Mstep: Class 10 contains 231580 members 
Mstep: Class 11 contains 2282 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5691 members 
Mstep: Class 17 contains 15953 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3608 members 
Mstep: Class 20 contains 42492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496282.000000 Penalty: 10439.538086
Iteration 255Q: 18 clusters Score -2.149628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4698 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20511 members 
Mstep: Class 6 contains 25911 members 
Mstep: Class 7 contains 1953 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 360005 members 
Mstep: Class 10 contains 231575 members 
Mstep: Class 11 contains 2296 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 15955 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3606 members 
Mstep: Class 20 contains 42496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496320.000000 Penalty: 10439.538086
Iteration 256Q: 18 clusters Score -2.149632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20519 members 
Mstep: Class 6 contains 25907 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 359989 members 
Mstep: Class 10 contains 231573 members 
Mstep: Class 11 contains 2310 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 15957 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3603 members 
Mstep: Class 20 contains 42495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496308.000000 Penalty: 10439.538086
Iteration 257Q: 18 clusters Score -2.149631e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4699 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20525 members 
Mstep: Class 6 contains 25905 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 359964 members 
Mstep: Class 10 contains 231572 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 15960 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3600 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496316.000000 Penalty: 10439.538086
Iteration 258Q: 18 clusters Score -2.149632e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20526 members 
Mstep: Class 6 contains 25903 members 
Mstep: Class 7 contains 1952 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359949 members 
Mstep: Class 10 contains 231576 members 
Mstep: Class 11 contains 2342 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5685 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3599 members 
Mstep: Class 20 contains 42491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496324.000000 Penalty: 10439.538086
Iteration 259Q: 18 clusters Score -2.149632e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 4701 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20527 members 
Mstep: Class 6 contains 25901 members 
Mstep: Class 7 contains 1951 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359934 members 
Mstep: Class 10 contains 231576 members 
Mstep: Class 11 contains 2355 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5686 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 42492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496330.000000 Penalty: 10439.538086
Iteration 260F: 18 clusters Score -2.149633e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4700 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20528 members 
Mstep: Class 6 contains 25900 members 
Mstep: Class 7 contains 1949 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359927 members 
Mstep: Class 10 contains 231574 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5684 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3596 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496332.000000 Penalty: 10439.538086
Iteration 261Q: 18 clusters Score -2.149633e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4702 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20529 members 
Mstep: Class 6 contains 25898 members 
Mstep: Class 7 contains 1946 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359921 members 
Mstep: Class 10 contains 231576 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5682 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496350.000000 Penalty: 10439.538086
Iteration 262Q: 18 clusters Score -2.149635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4709 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20530 members 
Mstep: Class 6 contains 25897 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359913 members 
Mstep: Class 10 contains 231571 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5679 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3597 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496326.000000 Penalty: 10439.538086
Iteration 263Q: 18 clusters Score -2.149633e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4716 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20531 members 
Mstep: Class 6 contains 25895 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359905 members 
Mstep: Class 10 contains 231575 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5677 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3595 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496322.000000 Penalty: 10439.538086
Iteration 264Q: 18 clusters Score -2.149632e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4721 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20533 members 
Mstep: Class 6 contains 25894 members 
Mstep: Class 7 contains 1942 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359898 members 
Mstep: Class 10 contains 231575 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3594 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496342.000000 Penalty: 10439.538086
Iteration 265Q: 18 clusters Score -2.149634e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20538 members 
Mstep: Class 6 contains 25893 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359886 members 
Mstep: Class 10 contains 231576 members 
Mstep: Class 11 contains 2390 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3591 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496318.000000 Penalty: 10439.538086
Iteration 266Q: 18 clusters Score -2.149632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4724 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20542 members 
Mstep: Class 6 contains 25892 members 
Mstep: Class 7 contains 1941 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359878 members 
Mstep: Class 10 contains 231580 members 
Mstep: Class 11 contains 2395 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3585 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496304.000000 Penalty: 10439.538086
Iteration 267Q: 18 clusters Score -2.14963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20546 members 
Mstep: Class 6 contains 25894 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359871 members 
Mstep: Class 10 contains 231581 members 
Mstep: Class 11 contains 2400 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3584 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496278.000000 Penalty: 10439.538086
Iteration 268Q: 18 clusters Score -2.149628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20549 members 
Mstep: Class 6 contains 25893 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359866 members 
Mstep: Class 10 contains 231580 members 
Mstep: Class 11 contains 2406 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496280.000000 Penalty: 10439.538086
Iteration 269Q: 18 clusters Score -2.149628e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20554 members 
Mstep: Class 6 contains 25892 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359860 members 
Mstep: Class 10 contains 231576 members 
Mstep: Class 11 contains 2411 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5676 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3583 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496282.000000 Penalty: 10439.538086
Iteration 270Q: 18 clusters Score -2.149628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20556 members 
Mstep: Class 6 contains 25890 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359857 members 
Mstep: Class 10 contains 231577 members 
Mstep: Class 11 contains 2416 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5674 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3582 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496282.000000 Penalty: 10439.538086
Iteration 271Q: 18 clusters Score -2.149628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20559 members 
Mstep: Class 6 contains 25888 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359853 members 
Mstep: Class 10 contains 231580 members 
Mstep: Class 11 contains 2420 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3579 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496284.000000 Penalty: 10439.538086
Iteration 272Q: 18 clusters Score -2.149628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20563 members 
Mstep: Class 6 contains 25886 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359852 members 
Mstep: Class 10 contains 231579 members 
Mstep: Class 11 contains 2423 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496290.000000 Penalty: 10439.538086
Iteration 273Q: 18 clusters Score -2.149629e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20569 members 
Mstep: Class 6 contains 25885 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359849 members 
Mstep: Class 10 contains 231576 members 
Mstep: Class 11 contains 2427 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3573 members 
Mstep: Class 20 contains 42493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496292.000000 Penalty: 10439.538086
Iteration 274Q: 18 clusters Score -2.149629e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20572 members 
Mstep: Class 6 contains 25883 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359848 members 
Mstep: Class 10 contains 231575 members 
Mstep: Class 11 contains 2429 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5673 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496290.000000 Penalty: 10439.538086
Iteration 275Q: 18 clusters Score -2.149629e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20573 members 
Mstep: Class 6 contains 25882 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359850 members 
Mstep: Class 10 contains 231571 members 
Mstep: Class 11 contains 2432 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496282.000000 Penalty: 10439.538086
Iteration 276Q: 18 clusters Score -2.149628e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20574 members 
Mstep: Class 6 contains 25883 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359850 members 
Mstep: Class 10 contains 231568 members 
Mstep: Class 11 contains 2434 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5671 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496292.000000 Penalty: 10439.538086
Iteration 277Q: 18 clusters Score -2.149629e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4724 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 25884 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359842 members 
Mstep: Class 10 contains 231568 members 
Mstep: Class 11 contains 2438 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496290.000000 Penalty: 10439.538086
Iteration 278Q: 18 clusters Score -2.149629e+07 nChanged 3
Entering ConstructFrom: 
Score: -21496290.000000 Penalty: 10439.538086
Entering ConstructFrom: 
Trying to split cluster 1 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -75643.734375 Penalty: 352.377930
	Iteration 0F: 2 clusters Score -75643.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -73951.601562 Penalty: 704.755859
	Iteration 0F: 3 clusters Score -73951.6 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -74549.328125 Penalty: 704.755859
	Iteration 1F: 3 clusters Score -74549.33 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -74642.382812 Penalty: 704.755859
	Iteration 2F: 3 clusters Score -74642.38 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -74727.078125 Penalty: 704.755859
	Iteration 3F: 3 clusters Score -74727.08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -74800.359375 Penalty: 704.755859
	Iteration 4Q: 3 clusters Score -74800.36 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -74845.828125 Penalty: 704.755859
	Iteration 5Q: 3 clusters Score -74845.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -74909.445312 Penalty: 704.755859
	Iteration 6Q: 3 clusters Score -74909.45 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -75016.601562 Penalty: 704.755859
	Iteration 7F: 3 clusters Score -75016.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -75144.562500 Penalty: 704.755859
	Iteration 8F: 3 clusters Score -75144.56 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -75249.062500 Penalty: 704.755859
	Iteration 9F: 3 clusters Score -75249.06 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -75324.335938 Penalty: 704.755859
	Iteration 10F: 3 clusters Score -75324.34 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75368.132812 Penalty: 704.755859
	Iteration 11Q: 3 clusters Score -75368.13 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -75395.921875 Penalty: 704.755859
	Iteration 12Q: 3 clusters Score -75395.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -75416.062500 Penalty: 704.755859
	Iteration 13Q: 3 clusters Score -75416.06 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -75429.140625 Penalty: 704.755859
	Iteration 14Q: 3 clusters Score -75429.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -75438.890625 Penalty: 704.755859
	Iteration 15Q: 3 clusters Score -75438.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -75442.843750 Penalty: 704.755859
	Iteration 16Q: 3 clusters Score -75442.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -75444.695312 Penalty: 704.755859
	Iteration 17Q: 3 clusters Score -75444.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -75445.718750 Penalty: 704.755859
	Iteration 18Q: 3 clusters Score -75445.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -75447.164062 Penalty: 704.755859
	Iteration 19Q: 3 clusters Score -75447.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -75448.476562 Penalty: 704.755859
	Iteration 20F: 3 clusters Score -75448.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -75449.226562 Penalty: 704.755859
	Iteration 21Q: 3 clusters Score -75449.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -75449.718750 Penalty: 704.755859
	Iteration 22Q: 3 clusters Score -75449.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -75450.578125 Penalty: 704.755859
	Iteration 23Q: 3 clusters Score -75450.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -75451.398438 Penalty: 704.755859
	Iteration 24Q: 3 clusters Score -75451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -75452.546875 Penalty: 704.755859
	Iteration 25Q: 3 clusters Score -75452.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -75452.867188 Penalty: 704.755859
	Iteration 26Q: 3 clusters Score -75452.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -75453.156250 Penalty: 704.755859
	Iteration 27Q: 3 clusters Score -75453.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -75453.476562 Penalty: 704.755859
	Iteration 28Q: 3 clusters Score -75453.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -75453.679688 Penalty: 704.755859
	Iteration 29Q: 3 clusters Score -75453.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -75454.179688 Penalty: 704.755859
	Iteration 30Q: 3 clusters Score -75454.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -75454.265625 Penalty: 704.755859
	Iteration 31Q: 3 clusters Score -75454.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -75454.640625 Penalty: 704.755859
	Iteration 32Q: 3 clusters Score -75454.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -75454.742188 Penalty: 704.755859
	Iteration 33Q: 3 clusters Score -75454.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -75454.742188 Penalty: 704.755859
	Iteration 34F: 3 clusters Score -75454.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -72563.593750 Penalty: 349.803894
	Iteration 0F: 2 clusters Score -72563.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -70970.804688 Penalty: 699.607788
	Iteration 0F: 3 clusters Score -70970.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -71575.679688 Penalty: 699.607788
	Iteration 1F: 3 clusters Score -71575.68 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -71657.796875 Penalty: 699.607788
	Iteration 2F: 3 clusters Score -71657.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -71725.234375 Penalty: 699.607788
	Iteration 3Q: 3 clusters Score -71725.23 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -71796.773438 Penalty: 699.607788
	Iteration 4Q: 3 clusters Score -71796.77 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -71886.000000 Penalty: 699.607788
	Iteration 5Q: 3 clusters Score -71886 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -71950.882812 Penalty: 699.607788
	Iteration 6Q: 3 clusters Score -71950.88 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -71992.484375 Penalty: 699.607788
	Iteration 7Q: 3 clusters Score -71992.48 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -72014.132812 Penalty: 699.607788
	Iteration 8Q: 3 clusters Score -72014.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -72030.367188 Penalty: 699.607788
	Iteration 9Q: 3 clusters Score -72030.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -72044.492188 Penalty: 699.607788
	Iteration 10Q: 3 clusters Score -72044.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -72057.218750 Penalty: 699.607788
	Iteration 11Q: 3 clusters Score -72057.22 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -72068.117188 Penalty: 699.607788
	Iteration 12Q: 3 clusters Score -72068.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -72076.289062 Penalty: 699.607788
	Iteration 13Q: 3 clusters Score -72076.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -72087.546875 Penalty: 699.607788
	Iteration 14Q: 3 clusters Score -72087.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -72099.796875 Penalty: 699.607788
	Iteration 15Q: 3 clusters Score -72099.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -72107.320312 Penalty: 699.607788
	Iteration 16Q: 3 clusters Score -72107.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -72115.882812 Penalty: 699.607788
	Iteration 17Q: 3 clusters Score -72115.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -72123.835938 Penalty: 699.607788
	Iteration 18Q: 3 clusters Score -72123.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -72128.921875 Penalty: 699.607788
	Iteration 19Q: 3 clusters Score -72128.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -72136.242188 Penalty: 699.607788
	Iteration 20F: 3 clusters Score -72136.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -72141.726562 Penalty: 699.607788
	Iteration 21Q: 3 clusters Score -72141.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -72147.460938 Penalty: 699.607788
	Iteration 22Q: 3 clusters Score -72147.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -72157.093750 Penalty: 699.607788
	Iteration 23Q: 3 clusters Score -72157.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -72163.101562 Penalty: 699.607788
	Iteration 24Q: 3 clusters Score -72163.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -72166.929688 Penalty: 699.607788
	Iteration 25Q: 3 clusters Score -72166.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -72169.132812 Penalty: 699.607788
	Iteration 26Q: 3 clusters Score -72169.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -72170.632812 Penalty: 699.607788
	Iteration 27Q: 3 clusters Score -72170.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -72171.750000 Penalty: 699.607788
	Iteration 28Q: 3 clusters Score -72171.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -72171.953125 Penalty: 699.607788
	Iteration 29Q: 3 clusters Score -72171.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -72171.953125 Penalty: 699.607788
	Iteration 30F: 3 clusters Score -72171.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -156892.812500 Penalty: 384.958344
	Iteration 0F: 2 clusters Score -156892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -153671.406250 Penalty: 769.916687
	Iteration 0F: 3 clusters Score -153671.4 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -154873.625000 Penalty: 769.916687
	Iteration 1F: 3 clusters Score -154873.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -154950.296875 Penalty: 769.916687
	Iteration 2F: 3 clusters Score -154950.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -155021.812500 Penalty: 769.916687
	Iteration 3Q: 3 clusters Score -155021.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -155099.015625 Penalty: 769.916687
	Iteration 4Q: 3 clusters Score -155099 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -155195.531250 Penalty: 769.916687
	Iteration 5Q: 3 clusters Score -155195.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -155316.140625 Penalty: 769.916687
	Iteration 6Q: 3 clusters Score -155316.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -155462.125000 Penalty: 769.916687
	Iteration 7Q: 3 clusters Score -155462.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -155622.703125 Penalty: 769.916687
	Iteration 8Q: 3 clusters Score -155622.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -155766.562500 Penalty: 769.916687
	Iteration 9Q: 3 clusters Score -155766.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -155868.171875 Penalty: 769.916687
	Iteration 10Q: 3 clusters Score -155868.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -155936.625000 Penalty: 769.916687
	Iteration 11Q: 3 clusters Score -155936.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -155998.062500 Penalty: 769.916687
	Iteration 12Q: 3 clusters Score -155998.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -156041.328125 Penalty: 769.916687
	Iteration 13Q: 3 clusters Score -156041.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -156077.859375 Penalty: 769.916687
	Iteration 14Q: 3 clusters Score -156077.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -156107.234375 Penalty: 769.916687
	Iteration 15Q: 3 clusters Score -156107.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -156130.078125 Penalty: 769.916687
	Iteration 16Q: 3 clusters Score -156130.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -156148.984375 Penalty: 769.916687
	Iteration 17Q: 3 clusters Score -156149 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -156164.218750 Penalty: 769.916687
	Iteration 18Q: 3 clusters Score -156164.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -156178.500000 Penalty: 769.916687
	Iteration 19Q: 3 clusters Score -156178.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -156198.390625 Penalty: 769.916687
	Iteration 20F: 3 clusters Score -156198.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -156217.718750 Penalty: 769.916687
	Iteration 21Q: 3 clusters Score -156217.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -156237.421875 Penalty: 769.916687
	Iteration 22Q: 3 clusters Score -156237.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -156256.890625 Penalty: 769.916687
	Iteration 23Q: 3 clusters Score -156256.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -156271.031250 Penalty: 769.916687
	Iteration 24Q: 3 clusters Score -156271 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -156286.843750 Penalty: 769.916687
	Iteration 25Q: 3 clusters Score -156286.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -156303.734375 Penalty: 769.916687
	Iteration 26Q: 3 clusters Score -156303.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -156317.953125 Penalty: 769.916687
	Iteration 27Q: 3 clusters Score -156318 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -156330.625000 Penalty: 769.916687
	Iteration 28Q: 3 clusters Score -156330.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -156344.437500 Penalty: 769.916687
	Iteration 29Q: 3 clusters Score -156344.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -156355.187500 Penalty: 769.916687
	Iteration 30Q: 3 clusters Score -156355.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -156364.578125 Penalty: 769.916687
	Iteration 31Q: 3 clusters Score -156364.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -156375.156250 Penalty: 769.916687
	Iteration 32Q: 3 clusters Score -156375.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -156389.015625 Penalty: 769.916687
	Iteration 33Q: 3 clusters Score -156389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -156406.671875 Penalty: 769.916687
	Iteration 34Q: 3 clusters Score -156406.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -156415.781250 Penalty: 769.916687
	Iteration 35Q: 3 clusters Score -156415.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -156423.312500 Penalty: 769.916687
	Iteration 36Q: 3 clusters Score -156423.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -156429.171875 Penalty: 769.916687
	Iteration 37Q: 3 clusters Score -156429.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -156431.718750 Penalty: 769.916687
	Iteration 38Q: 3 clusters Score -156431.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -156432.500000 Penalty: 769.916687
	Iteration 39Q: 3 clusters Score -156432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -156433.000000 Penalty: 769.916687
	Iteration 40F: 3 clusters Score -156433 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -156434.125000 Penalty: 769.916687
	Iteration 41Q: 3 clusters Score -156434.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -156434.796875 Penalty: 769.916687
	Iteration 42Q: 3 clusters Score -156434.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -156435.359375 Penalty: 769.916687
	Iteration 43Q: 3 clusters Score -156435.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -156436.484375 Penalty: 769.916687
	Iteration 44Q: 3 clusters Score -156436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -156437.484375 Penalty: 769.916687
	Iteration 45Q: 3 clusters Score -156437.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -156438.203125 Penalty: 769.916687
	Iteration 46Q: 3 clusters Score -156438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -156438.718750 Penalty: 769.916687
	Iteration 47Q: 3 clusters Score -156438.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -156439.000000 Penalty: 769.916687
	Iteration 48Q: 3 clusters Score -156439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -156439.359375 Penalty: 769.916687
	Iteration 49Q: 3 clusters Score -156439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -156439.937500 Penalty: 769.916687
	Iteration 50Q: 3 clusters Score -156439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -156440.218750 Penalty: 769.916687
	Iteration 51Q: 3 clusters Score -156440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -156440.390625 Penalty: 769.916687
	Iteration 52Q: 3 clusters Score -156440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -156440.390625 Penalty: 769.916687
	Iteration 53F: 3 clusters Score -156440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -8357.506836 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -8357.507 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 192 members 
Entering Unmasked Estep 
Score: -7958.129883 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -7958.13 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8077.138672 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -8077.139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8110.684082 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -8110.684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8131.401855 Penalty: 535.635498
	Iteration 3Q: 3 clusters Score -8131.402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8151.392578 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -8151.393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8160.448730 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -8160.449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -8166.391602 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -8166.392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8175.333496 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -8175.333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8183.839355 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -8183.839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8186.925293 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -8186.925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8191.125000 Penalty: 535.635498
	Iteration 10Q: 3 clusters Score -8191.125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8193.345703 Penalty: 535.635498
	Iteration 11Q: 3 clusters Score -8193.346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8197.575195 Penalty: 535.635498
	Iteration 12Q: 3 clusters Score -8197.575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8203.514648 Penalty: 535.635498
	Iteration 13Q: 3 clusters Score -8203.515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -8206.476562 Penalty: 535.635498
	Iteration 14Q: 3 clusters Score -8206.477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8213.014648 Penalty: 535.635498
	Iteration 15Q: 3 clusters Score -8213.015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8217.599609 Penalty: 535.635498
	Iteration 16Q: 3 clusters Score -8217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8218.169922 Penalty: 535.635498
	Iteration 17Q: 3 clusters Score -8218.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8218.662109 Penalty: 535.635498
	Iteration 18Q: 3 clusters Score -8218.662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8218.662109 Penalty: 535.635498
	Iteration 19F: 3 clusters Score -8218.662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -595290.000000 Penalty: 451.898376
	Iteration 0F: 2 clusters Score -595290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -581665.437500 Penalty: 903.796753
	Iteration 0F: 3 clusters Score -581665.4 nChanged 9788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -587023.187500 Penalty: 903.796753
	Iteration 1F: 3 clusters Score -587023.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -587312.937500 Penalty: 903.796753
	Iteration 2Q: 3 clusters Score -587312.9 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -587683.312500 Penalty: 903.796753
	Iteration 3Q: 3 clusters Score -587683.3 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -588270.062500 Penalty: 903.796753
	Iteration 4Q: 3 clusters Score -588270.1 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -589356.187500 Penalty: 903.796753
	Iteration 5F: 3 clusters Score -589356.2 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -590693.062500 Penalty: 903.796753
	Iteration 6F: 3 clusters Score -590693.1 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -591743.750000 Penalty: 903.796753
	Iteration 7F: 3 clusters Score -591743.8 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -592225.312500 Penalty: 903.796753
	Iteration 8F: 3 clusters Score -592225.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -592374.000000 Penalty: 903.796753
	Iteration 9Q: 3 clusters Score -592374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -592435.625000 Penalty: 903.796753
	Iteration 10Q: 3 clusters Score -592435.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -592470.437500 Penalty: 903.796753
	Iteration 11Q: 3 clusters Score -592470.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -592497.312500 Penalty: 903.796753
	Iteration 12Q: 3 clusters Score -592497.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -592512.625000 Penalty: 903.796753
	Iteration 13Q: 3 clusters Score -592512.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -592524.000000 Penalty: 903.796753
	Iteration 14Q: 3 clusters Score -592524 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -592536.125000 Penalty: 903.796753
	Iteration 15Q: 3 clusters Score -592536.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -592548.875000 Penalty: 903.796753
	Iteration 16Q: 3 clusters Score -592548.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -592570.687500 Penalty: 903.796753
	Iteration 17Q: 3 clusters Score -592570.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -592586.812500 Penalty: 903.796753
	Iteration 18Q: 3 clusters Score -592586.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -592611.750000 Penalty: 903.796753
	Iteration 19Q: 3 clusters Score -592611.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -592642.000000 Penalty: 903.796753
	Iteration 20F: 3 clusters Score -592642 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -592680.875000 Penalty: 903.796753
	Iteration 21Q: 3 clusters Score -592680.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -592722.187500 Penalty: 903.796753
	Iteration 22Q: 3 clusters Score -592722.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -592762.687500 Penalty: 903.796753
	Iteration 23Q: 3 clusters Score -592762.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -592815.312500 Penalty: 903.796753
	Iteration 24Q: 3 clusters Score -592815.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -592878.687500 Penalty: 903.796753
	Iteration 25Q: 3 clusters Score -592878.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -592954.437500 Penalty: 903.796753
	Iteration 26Q: 3 clusters Score -592954.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -593049.687500 Penalty: 903.796753
	Iteration 27Q: 3 clusters Score -593049.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -593144.875000 Penalty: 903.796753
	Iteration 28Q: 3 clusters Score -593144.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -593261.937500 Penalty: 903.796753
	Iteration 29Q: 3 clusters Score -593261.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -593391.687500 Penalty: 903.796753
	Iteration 30Q: 3 clusters Score -593391.7 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -593538.687500 Penalty: 903.796753
	Iteration 31Q: 3 clusters Score -593538.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -593700.937500 Penalty: 903.796753
	Iteration 32Q: 3 clusters Score -593700.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -593859.312500 Penalty: 903.796753
	Iteration 33Q: 3 clusters Score -593859.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -594023.687500 Penalty: 903.796753
	Iteration 34Q: 3 clusters Score -594023.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -594186.687500 Penalty: 903.796753
	Iteration 35Q: 3 clusters Score -594186.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -594321.187500 Penalty: 903.796753
	Iteration 36Q: 3 clusters Score -594321.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -594442.375000 Penalty: 903.796753
	Iteration 37Q: 3 clusters Score -594442.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -594537.062500 Penalty: 903.796753
	Iteration 38Q: 3 clusters Score -594537.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -594623.937500 Penalty: 903.796753
	Iteration 39Q: 3 clusters Score -594623.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -594689.562500 Penalty: 903.796753
	Iteration 40F: 3 clusters Score -594689.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -594733.437500 Penalty: 903.796753
	Iteration 41Q: 3 clusters Score -594733.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -594765.812500 Penalty: 903.796753
	Iteration 42Q: 3 clusters Score -594765.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -594791.062500 Penalty: 903.796753
	Iteration 43Q: 3 clusters Score -594791.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -594814.062500 Penalty: 903.796753
	Iteration 44Q: 3 clusters Score -594814.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -594834.250000 Penalty: 903.796753
	Iteration 45Q: 3 clusters Score -594834.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -594858.000000 Penalty: 903.796753
	Iteration 46Q: 3 clusters Score -594858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -594877.062500 Penalty: 903.796753
	Iteration 47Q: 3 clusters Score -594877.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -594886.500000 Penalty: 903.796753
	Iteration 48Q: 3 clusters Score -594886.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -594893.000000 Penalty: 903.796753
	Iteration 49Q: 3 clusters Score -594893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -594895.625000 Penalty: 903.796753
	Iteration 50Q: 3 clusters Score -594895.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -594897.875000 Penalty: 903.796753
	Iteration 51Q: 3 clusters Score -594897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -594899.562500 Penalty: 903.796753
	Iteration 52Q: 3 clusters Score -594899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -594906.187500 Penalty: 903.796753
	Iteration 53Q: 3 clusters Score -594906.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -594908.812500 Penalty: 903.796753
	Iteration 54Q: 3 clusters Score -594908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -594912.000000 Penalty: 903.796753
	Iteration 55Q: 3 clusters Score -594912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -594915.875000 Penalty: 903.796753
	Iteration 56Q: 3 clusters Score -594915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -594918.687500 Penalty: 903.796753
	Iteration 57Q: 3 clusters Score -594918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -594919.250000 Penalty: 903.796753
	Iteration 58Q: 3 clusters Score -594919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -594920.187500 Penalty: 903.796753
	Iteration 59Q: 3 clusters Score -594920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -594921.062500 Penalty: 903.796753
	Iteration 60F: 3 clusters Score -594921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -594920.625000 Penalty: 903.796753
	Iteration 61Q: 3 clusters Score -594920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -594921.125000 Penalty: 903.796753
	Iteration 62Q: 3 clusters Score -594921.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -594921.625000 Penalty: 903.796753
	Iteration 63Q: 3 clusters Score -594921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -594921.625000 Penalty: 903.796753
	Iteration 64F: 3 clusters Score -594921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Entering Unmasked Estep 
Score: -824397.687500 Penalty: 462.344574
	Iteration 0F: 2 clusters Score -824397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -807196.250000 Penalty: 924.689148
	Iteration 0F: 3 clusters Score -807196.2 nChanged 12287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -814464.312500 Penalty: 924.689148
	Iteration 1F: 3 clusters Score -814464.3 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -814859.687500 Penalty: 924.689148
	Iteration 2Q: 3 clusters Score -814859.7 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -815535.312500 Penalty: 924.689148
	Iteration 3Q: 3 clusters Score -815535.3 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -816776.000000 Penalty: 924.689148
	Iteration 4F: 3 clusters Score -816776 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -818643.437500 Penalty: 924.689148
	Iteration 5F: 3 clusters Score -818643.4 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -820784.812500 Penalty: 924.689148
	Iteration 6F: 3 clusters Score -820784.8 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -822442.625000 Penalty: 924.689148
	Iteration 7F: 3 clusters Score -822442.6 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -823183.687500 Penalty: 924.689148
	Iteration 8Q: 3 clusters Score -823183.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -823445.625000 Penalty: 924.689148
	Iteration 9Q: 3 clusters Score -823445.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -823595.500000 Penalty: 924.689148
	Iteration 10Q: 3 clusters Score -823595.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -823702.687500 Penalty: 924.689148
	Iteration 11Q: 3 clusters Score -823702.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -823779.437500 Penalty: 924.689148
	Iteration 12Q: 3 clusters Score -823779.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -823834.250000 Penalty: 924.689148
	Iteration 13Q: 3 clusters Score -823834.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -823886.562500 Penalty: 924.689148
	Iteration 14Q: 3 clusters Score -823886.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -823931.125000 Penalty: 924.689148
	Iteration 15Q: 3 clusters Score -823931.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -823972.312500 Penalty: 924.689148
	Iteration 16Q: 3 clusters Score -823972.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -823995.625000 Penalty: 924.689148
	Iteration 17Q: 3 clusters Score -823995.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -824016.125000 Penalty: 924.689148
	Iteration 18Q: 3 clusters Score -824016.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -824037.937500 Penalty: 924.689148
	Iteration 19Q: 3 clusters Score -824037.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -824067.375000 Penalty: 924.689148
	Iteration 20F: 3 clusters Score -824067.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -824095.312500 Penalty: 924.689148
	Iteration 21Q: 3 clusters Score -824095.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -824120.812500 Penalty: 924.689148
	Iteration 22Q: 3 clusters Score -824120.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -824141.937500 Penalty: 924.689148
	Iteration 23Q: 3 clusters Score -824141.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -824160.250000 Penalty: 924.689148
	Iteration 24Q: 3 clusters Score -824160.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -824176.437500 Penalty: 924.689148
	Iteration 25Q: 3 clusters Score -824176.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -824192.437500 Penalty: 924.689148
	Iteration 26Q: 3 clusters Score -824192.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -824201.562500 Penalty: 924.689148
	Iteration 27Q: 3 clusters Score -824201.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -824213.562500 Penalty: 924.689148
	Iteration 28Q: 3 clusters Score -824213.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -824221.625000 Penalty: 924.689148
	Iteration 29Q: 3 clusters Score -824221.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -824233.250000 Penalty: 924.689148
	Iteration 30Q: 3 clusters Score -824233.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 22819 members 
Entering Unmasked Estep 
Score: -824246.437500 Penalty: 924.689148
	Iteration 31Q: 3 clusters Score -824246.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -824256.312500 Penalty: 924.689148
	Iteration 32Q: 3 clusters Score -824256.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -824267.500000 Penalty: 924.689148
	Iteration 33Q: 3 clusters Score -824267.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -824270.500000 Penalty: 924.689148
	Iteration 34Q: 3 clusters Score -824270.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -824277.250000 Penalty: 924.689148
	Iteration 35Q: 3 clusters Score -824277.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -824281.000000 Penalty: 924.689148
	Iteration 36Q: 3 clusters Score -824281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -824280.875000 Penalty: 924.689148
	Iteration 37Q: 3 clusters Score -824280.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -824282.000000 Penalty: 924.689148
	Iteration 38Q: 3 clusters Score -824282 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -824284.500000 Penalty: 924.689148
	Iteration 39Q: 3 clusters Score -824284.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -824283.000000 Penalty: 924.689148
	Iteration 40F: 3 clusters Score -824283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -824287.062500 Penalty: 924.689148
	Iteration 41Q: 3 clusters Score -824287.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -824287.750000 Penalty: 924.689148
	Iteration 42Q: 3 clusters Score -824287.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -824287.625000 Penalty: 924.689148
	Iteration 43Q: 3 clusters Score -824287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -824287.000000 Penalty: 924.689148
	Iteration 44Q: 3 clusters Score -824287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -824291.062500 Penalty: 924.689148
	Iteration 45Q: 3 clusters Score -824291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -824291.937500 Penalty: 924.689148
	Iteration 46Q: 3 clusters Score -824291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -824291.125000 Penalty: 924.689148
	Iteration 47Q: 3 clusters Score -824291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -824290.750000 Penalty: 924.689148
	Iteration 48Q: 3 clusters Score -824290.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -824291.937500 Penalty: 924.689148
	Iteration 49Q: 3 clusters Score -824291.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -824292.750000 Penalty: 924.689148
	Iteration 50Q: 3 clusters Score -824292.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -824293.437500 Penalty: 924.689148
	Iteration 51Q: 3 clusters Score -824293.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -824294.187500 Penalty: 924.689148
	Iteration 52Q: 3 clusters Score -824294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -824295.062500 Penalty: 924.689148
	Iteration 53Q: 3 clusters Score -824295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -824296.937500 Penalty: 924.689148
	Iteration 54Q: 3 clusters Score -824296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -824298.062500 Penalty: 924.689148
	Iteration 55Q: 3 clusters Score -824298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -824296.937500 Penalty: 924.689148
	Iteration 56Q: 3 clusters Score -824296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -824298.312500 Penalty: 924.689148
	Iteration 57Q: 3 clusters Score -824298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -824297.375000 Penalty: 924.689148
	Iteration 58Q: 3 clusters Score -824297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -824296.125000 Penalty: 924.689148
	Iteration 59Q: 3 clusters Score -824296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -824296.312500 Penalty: 924.689148
	Iteration 60F: 3 clusters Score -824296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -824295.562500 Penalty: 924.689148
	Iteration 61Q: 3 clusters Score -824295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -824296.875000 Penalty: 924.689148
	Iteration 62Q: 3 clusters Score -824296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -824298.062500 Penalty: 924.689148
	Iteration 63Q: 3 clusters Score -824298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -824298.062500 Penalty: 924.689148
	Iteration 64Q: 3 clusters Score -824298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -824299.562500 Penalty: 924.689148
	Iteration 65Q: 3 clusters Score -824299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -824299.625000 Penalty: 924.689148
	Iteration 66Q: 3 clusters Score -824299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -824299.812500 Penalty: 924.689148
	Iteration 67Q: 3 clusters Score -824299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -824301.937500 Penalty: 924.689148
	Iteration 68Q: 3 clusters Score -824301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -824302.187500 Penalty: 924.689148
	Iteration 69Q: 3 clusters Score -824302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -824300.750000 Penalty: 924.689148
	Iteration 70Q: 3 clusters Score -824300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -824302.125000 Penalty: 924.689148
	Iteration 71Q: 3 clusters Score -824302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -824301.187500 Penalty: 924.689148
	Iteration 72Q: 3 clusters Score -824301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -824301.750000 Penalty: 924.689148
	Iteration 73Q: 3 clusters Score -824301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -824304.000000 Penalty: 924.689148
	Iteration 74Q: 3 clusters Score -824304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -824304.437500 Penalty: 924.689148
	Iteration 75Q: 3 clusters Score -824304.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -824306.562500 Penalty: 924.689148
	Iteration 76Q: 3 clusters Score -824306.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -824309.875000 Penalty: 924.689148
	Iteration 77Q: 3 clusters Score -824309.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 23608 members 
Entering Unmasked Estep 
Score: -824313.750000 Penalty: 924.689148
	Iteration 78Q: 3 clusters Score -824313.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -824316.625000 Penalty: 924.689148
	Iteration 79Q: 3 clusters Score -824316.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -824319.687500 Penalty: 924.689148
	Iteration 80F: 3 clusters Score -824319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -824320.750000 Penalty: 924.689148
	Iteration 81Q: 3 clusters Score -824320.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -824322.062500 Penalty: 924.689148
	Iteration 82Q: 3 clusters Score -824322.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -824320.062500 Penalty: 924.689148
	Iteration 83Q: 3 clusters Score -824320.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -824321.125000 Penalty: 924.689148
	Iteration 84Q: 3 clusters Score -824321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -824324.625000 Penalty: 924.689148
	Iteration 85Q: 3 clusters Score -824324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -824324.250000 Penalty: 924.689148
	Iteration 86Q: 3 clusters Score -824324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -824325.437500 Penalty: 924.689148
	Iteration 87Q: 3 clusters Score -824325.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -824327.625000 Penalty: 924.689148
	Iteration 88Q: 3 clusters Score -824327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -824330.250000 Penalty: 924.689148
	Iteration 89Q: 3 clusters Score -824330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -824328.625000 Penalty: 924.689148
	Iteration 90Q: 3 clusters Score -824328.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -824332.750000 Penalty: 924.689148
	Iteration 91Q: 3 clusters Score -824332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -824334.437500 Penalty: 924.689148
	Iteration 92Q: 3 clusters Score -824334.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -824334.812500 Penalty: 924.689148
	Iteration 93Q: 3 clusters Score -824334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -824336.375000 Penalty: 924.689148
	Iteration 94Q: 3 clusters Score -824336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -824336.250000 Penalty: 924.689148
	Iteration 95Q: 3 clusters Score -824336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -824337.000000 Penalty: 924.689148
	Iteration 96Q: 3 clusters Score -824337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -824338.875000 Penalty: 924.689148
	Iteration 97Q: 3 clusters Score -824338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 924.689148
	Iteration 98Q: 3 clusters Score -824337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -824337.875000 Penalty: 924.689148
	Iteration 99Q: 3 clusters Score -824337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -824339.062500 Penalty: 924.689148
	Iteration 100F: 3 clusters Score -824339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -824338.187500 Penalty: 924.689148
	Iteration 101Q: 3 clusters Score -824338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -824337.812500 Penalty: 924.689148
	Iteration 102Q: 3 clusters Score -824337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -824338.812500 Penalty: 924.689148
	Iteration 103Q: 3 clusters Score -824338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 924.689148
	Iteration 104Q: 3 clusters Score -824337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -824338.125000 Penalty: 924.689148
	Iteration 105Q: 3 clusters Score -824338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -824337.500000 Penalty: 924.689148
	Iteration 106Q: 3 clusters Score -824337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -824337.812500 Penalty: 924.689148
	Iteration 107Q: 3 clusters Score -824337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -824337.875000 Penalty: 924.689148
	Iteration 108Q: 3 clusters Score -824337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -824337.875000 Penalty: 924.689148
	Iteration 109F: 3 clusters Score -824337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -52296.585938 Penalty: 344.408234
	Iteration 0F: 2 clusters Score -52296.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -50881.941406 Penalty: 688.816467
	Iteration 0F: 3 clusters Score -50881.94 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -51368.261719 Penalty: 688.816467
	Iteration 1F: 3 clusters Score -51368.26 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -51482.992188 Penalty: 688.816467
	Iteration 2F: 3 clusters Score -51482.99 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -51636.316406 Penalty: 688.816467
	Iteration 3F: 3 clusters Score -51636.32 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -51777.601562 Penalty: 688.816467
	Iteration 4F: 3 clusters Score -51777.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -51863.894531 Penalty: 688.816467
	Iteration 5F: 3 clusters Score -51863.89 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -51914.417969 Penalty: 688.816467
	Iteration 6Q: 3 clusters Score -51914.42 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -51969.457031 Penalty: 688.816467
	Iteration 7Q: 3 clusters Score -51969.46 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -51997.179688 Penalty: 688.816467
	Iteration 8Q: 3 clusters Score -51997.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -52013.605469 Penalty: 688.816467
	Iteration 9Q: 3 clusters Score -52013.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -52021.140625 Penalty: 688.816467
	Iteration 10Q: 3 clusters Score -52021.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -52029.039062 Penalty: 688.816467
	Iteration 11Q: 3 clusters Score -52029.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -52032.589844 Penalty: 688.816467
	Iteration 12Q: 3 clusters Score -52032.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -52034.183594 Penalty: 688.816467
	Iteration 13Q: 3 clusters Score -52034.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -52035.484375 Penalty: 688.816467
	Iteration 14Q: 3 clusters Score -52035.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -52036.097656 Penalty: 688.816467
	Iteration 15Q: 3 clusters Score -52036.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -52037.453125 Penalty: 688.816467
	Iteration 16Q: 3 clusters Score -52037.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -52040.792969 Penalty: 688.816467
	Iteration 17Q: 3 clusters Score -52040.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -52043.644531 Penalty: 688.816467
	Iteration 18Q: 3 clusters Score -52043.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -52045.101562 Penalty: 688.816467
	Iteration 19Q: 3 clusters Score -52045.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -52046.183594 Penalty: 688.816467
	Iteration 20F: 3 clusters Score -52046.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -52048.789062 Penalty: 688.816467
	Iteration 21Q: 3 clusters Score -52048.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -52051.460938 Penalty: 688.816467
	Iteration 22Q: 3 clusters Score -52051.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -52052.828125 Penalty: 688.816467
	Iteration 23Q: 3 clusters Score -52052.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -52053.550781 Penalty: 688.816467
	Iteration 24Q: 3 clusters Score -52053.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -52053.902344 Penalty: 688.816467
	Iteration 25Q: 3 clusters Score -52053.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -52054.070312 Penalty: 688.816467
	Iteration 26Q: 3 clusters Score -52054.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -52054.226562 Penalty: 688.816467
	Iteration 27Q: 3 clusters Score -52054.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -52054.226562 Penalty: 688.816467
	Iteration 28F: 3 clusters Score -52054.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -67820.968750 Penalty: 349.089294
	Iteration 0F: 2 clusters Score -67820.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -66311.867188 Penalty: 698.178589
	Iteration 0F: 3 clusters Score -66311.87 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -66922.679688 Penalty: 698.178589
	Iteration 1F: 3 clusters Score -66922.68 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -67038.835938 Penalty: 698.178589
	Iteration 2F: 3 clusters Score -67038.84 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -67137.351562 Penalty: 698.178589
	Iteration 3F: 3 clusters Score -67137.35 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -67240.109375 Penalty: 698.178589
	Iteration 4F: 3 clusters Score -67240.11 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -67325.367188 Penalty: 698.178589
	Iteration 5F: 3 clusters Score -67325.37 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -67411.828125 Penalty: 698.178589
	Iteration 6F: 3 clusters Score -67411.83 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -67475.562500 Penalty: 698.178589
	Iteration 7Q: 3 clusters Score -67475.56 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -67514.562500 Penalty: 698.178589
	Iteration 8Q: 3 clusters Score -67514.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67548.289062 Penalty: 698.178589
	Iteration 9Q: 3 clusters Score -67548.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -67575.132812 Penalty: 698.178589
	Iteration 10Q: 3 clusters Score -67575.13 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -67588.234375 Penalty: 698.178589
	Iteration 11Q: 3 clusters Score -67588.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -67599.265625 Penalty: 698.178589
	Iteration 12Q: 3 clusters Score -67599.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -67610.265625 Penalty: 698.178589
	Iteration 13Q: 3 clusters Score -67610.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67616.187500 Penalty: 698.178589
	Iteration 14Q: 3 clusters Score -67616.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -67620.992188 Penalty: 698.178589
	Iteration 15Q: 3 clusters Score -67620.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -67623.195312 Penalty: 698.178589
	Iteration 16Q: 3 clusters Score -67623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -67625.312500 Penalty: 698.178589
	Iteration 17Q: 3 clusters Score -67625.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -67627.109375 Penalty: 698.178589
	Iteration 18Q: 3 clusters Score -67627.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -67628.195312 Penalty: 698.178589
	Iteration 19Q: 3 clusters Score -67628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67628.625000 Penalty: 698.178589
	Iteration 20F: 3 clusters Score -67628.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -67629.585938 Penalty: 698.178589
	Iteration 21Q: 3 clusters Score -67629.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -67630.875000 Penalty: 698.178589
	Iteration 22Q: 3 clusters Score -67630.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -67631.304688 Penalty: 698.178589
	Iteration 23Q: 3 clusters Score -67631.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -67632.289062 Penalty: 698.178589
	Iteration 24Q: 3 clusters Score -67632.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -67634.507812 Penalty: 698.178589
	Iteration 25Q: 3 clusters Score -67634.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67637.421875 Penalty: 698.178589
	Iteration 26Q: 3 clusters Score -67637.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -67639.281250 Penalty: 698.178589
	Iteration 27Q: 3 clusters Score -67639.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67640.492188 Penalty: 698.178589
	Iteration 28Q: 3 clusters Score -67640.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67640.937500 Penalty: 698.178589
	Iteration 29Q: 3 clusters Score -67640.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67641.562500 Penalty: 698.178589
	Iteration 30Q: 3 clusters Score -67641.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -67641.562500 Penalty: 698.178589
	Iteration 31F: 3 clusters Score -67641.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (359839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359839 members 
Entering Unmasked Estep 
Score: -11371349.000000 Penalty: 582.100281
	Iteration 0F: 2 clusters Score -1.137135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180382 members 
Mstep: Class 2 contains 179457 members 
Entering Unmasked Estep 
Score: -11126203.000000 Penalty: 1164.200562
	Iteration 0F: 3 clusters Score -1.11262e+07 nChanged 177685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218819 members 
Mstep: Class 2 contains 141020 members 
Entering Unmasked Estep 
Score: -11246646.000000 Penalty: 1164.200562
	Iteration 1F: 3 clusters Score -1.124665e+07 nChanged 23296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239897 members 
Mstep: Class 2 contains 119942 members 
Entering Unmasked Estep 
Score: -11259393.000000 Penalty: 1164.200562
	Iteration 2F: 3 clusters Score -1.125939e+07 nChanged 28137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267132 members 
Mstep: Class 2 contains 92707 members 
Entering Unmasked Estep 
Score: -11279407.000000 Penalty: 1164.200562
	Iteration 3F: 3 clusters Score -1.127941e+07 nChanged 31547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298495 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -11308153.000000 Penalty: 1164.200562
	Iteration 4F: 3 clusters Score -1.130815e+07 nChanged 29710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328167 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -11338897.000000 Penalty: 1164.200562
	Iteration 5F: 3 clusters Score -1.13389e+07 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347778 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -11359486.000000 Penalty: 1164.200562
	Iteration 6F: 3 clusters Score -1.135949e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356215 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -11367998.000000 Penalty: 1164.200562
	Iteration 7Q: 3 clusters Score -1.1368e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358633 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11370262.000000 Penalty: 1164.200562
	Iteration 8Q: 3 clusters Score -1.137026e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359178 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11370830.000000 Penalty: 1164.200562
	Iteration 9Q: 3 clusters Score -1.137083e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359259 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -11371046.000000 Penalty: 1164.200562
	Iteration 10Q: 3 clusters Score -1.137105e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359256 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11371105.000000 Penalty: 1164.200562
	Iteration 11Q: 3 clusters Score -1.13711e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359248 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -11371131.000000 Penalty: 1164.200562
	Iteration 12Q: 3 clusters Score -1.137113e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359244 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -11371163.000000 Penalty: 1164.200562
	Iteration 13Q: 3 clusters Score -1.137116e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359239 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11371157.000000 Penalty: 1164.200562
	Iteration 14Q: 3 clusters Score -1.137116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359239 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -11371162.000000 Penalty: 1164.200562
	Iteration 15Q: 3 clusters Score -1.137116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359236 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -11371163.000000 Penalty: 1164.200562
	Iteration 16Q: 3 clusters Score -1.137116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359231 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -11371158.000000 Penalty: 1164.200562
	Iteration 17Q: 3 clusters Score -1.137116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359226 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11371164.000000 Penalty: 1164.200562
	Iteration 18Q: 3 clusters Score -1.137116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11371170.000000 Penalty: 1164.200562
	Iteration 19Q: 3 clusters Score -1.137117e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359226 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -11371164.000000 Penalty: 1164.200562
	Iteration 20F: 3 clusters Score -1.137116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11371165.000000 Penalty: 1164.200562
	Iteration 21Q: 3 clusters Score -1.137116e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359228 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11371165.000000 Penalty: 1164.200562
	Iteration 22Q: 3 clusters Score -1.137116e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359228 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11371166.000000 Penalty: 1164.200562
	Iteration 23Q: 3 clusters Score -1.137117e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11371170.000000 Penalty: 1164.200562
	Iteration 24Q: 3 clusters Score -1.137117e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359227 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -11371170.000000 Penalty: 1164.200562
	Iteration 25F: 3 clusters Score -1.137117e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (231568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231568 members 
Entering Unmasked Estep 
Score: -6887528.500000 Penalty: 562.044617
	Iteration 0F: 2 clusters Score -6887528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115545 members 
Mstep: Class 2 contains 116023 members 
Entering Unmasked Estep 
Score: -6729783.500000 Penalty: 1124.089233
	Iteration 0F: 3 clusters Score -6729784 nChanged 114021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103674 members 
Mstep: Class 2 contains 127894 members 
Entering Unmasked Estep 
Score: -6801119.000000 Penalty: 1124.089233
	Iteration 1F: 3 clusters Score -6801119 nChanged 10620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96306 members 
Mstep: Class 2 contains 135262 members 
Entering Unmasked Estep 
Score: -6805451.500000 Penalty: 1124.089233
	Iteration 2Q: 3 clusters Score -6805452 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 145671 members 
Entering Unmasked Estep 
Score: -6812930.500000 Penalty: 1124.089233
	Iteration 3F: 3 clusters Score -6812930 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72569 members 
Mstep: Class 2 contains 158999 members 
Entering Unmasked Estep 
Score: -6824421.500000 Penalty: 1124.089233
	Iteration 4F: 3 clusters Score -6824422 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 173516 members 
Entering Unmasked Estep 
Score: -6839058.000000 Penalty: 1124.089233
	Iteration 5F: 3 clusters Score -6839058 nChanged 14636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 185980 members 
Entering Unmasked Estep 
Score: -6852338.000000 Penalty: 1124.089233
	Iteration 6F: 3 clusters Score -6852338 nChanged 10894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 194878 members 
Entering Unmasked Estep 
Score: -6861095.500000 Penalty: 1124.089233
	Iteration 7Q: 3 clusters Score -6861096 nChanged 7609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 201291 members 
Entering Unmasked Estep 
Score: -6866215.500000 Penalty: 1124.089233
	Iteration 8Q: 3 clusters Score -6866216 nChanged 5865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 206806 members 
Entering Unmasked Estep 
Score: -6869973.500000 Penalty: 1124.089233
	Iteration 9Q: 3 clusters Score -6869974 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 211810 members 
Entering Unmasked Estep 
Score: -6873200.000000 Penalty: 1124.089233
	Iteration 10Q: 3 clusters Score -6873200 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 216280 members 
Entering Unmasked Estep 
Score: -6876088.000000 Penalty: 1124.089233
	Iteration 11Q: 3 clusters Score -6876088 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 220164 members 
Entering Unmasked Estep 
Score: -6878818.000000 Penalty: 1124.089233
	Iteration 12Q: 3 clusters Score -6878818 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 223395 members 
Entering Unmasked Estep 
Score: -6881144.000000 Penalty: 1124.089233
	Iteration 13Q: 3 clusters Score -6881144 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 226037 members 
Entering Unmasked Estep 
Score: -6883056.000000 Penalty: 1124.089233
	Iteration 14Q: 3 clusters Score -6883056 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 228066 members 
Entering Unmasked Estep 
Score: -6884590.000000 Penalty: 1124.089233
	Iteration 15Q: 3 clusters Score -6884590 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 229488 members 
Entering Unmasked Estep 
Score: -6885662.000000 Penalty: 1124.089233
	Iteration 16Q: 3 clusters Score -6885662 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 230356 members 
Entering Unmasked Estep 
Score: -6886268.000000 Penalty: 1124.089233
	Iteration 17Q: 3 clusters Score -6886268 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 230866 members 
Entering Unmasked Estep 
Score: -6886657.500000 Penalty: 1124.089233
	Iteration 18Q: 3 clusters Score -6886658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 231139 members 
Entering Unmasked Estep 
Score: -6886864.500000 Penalty: 1124.089233
	Iteration 19Q: 3 clusters Score -6886864 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 231267 members 
Entering Unmasked Estep 
Score: -6886919.500000 Penalty: 1124.089233
	Iteration 20F: 3 clusters Score -6886920 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 231334 members 
Entering Unmasked Estep 
Score: -6886959.000000 Penalty: 1124.089233
	Iteration 21Q: 3 clusters Score -6886959 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 231365 members 
Entering Unmasked Estep 
Score: -6886978.500000 Penalty: 1124.089233
	Iteration 22Q: 3 clusters Score -6886978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 231390 members 
Entering Unmasked Estep 
Score: -6886994.000000 Penalty: 1124.089233
	Iteration 23Q: 3 clusters Score -6886994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 231401 members 
Entering Unmasked Estep 
Score: -6887006.000000 Penalty: 1124.089233
	Iteration 24Q: 3 clusters Score -6887006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 231407 members 
Entering Unmasked Estep 
Score: -6887009.000000 Penalty: 1124.089233
	Iteration 25Q: 3 clusters Score -6887009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 231412 members 
Entering Unmasked Estep 
Score: -6887019.000000 Penalty: 1124.089233
	Iteration 26Q: 3 clusters Score -6887019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 231418 members 
Entering Unmasked Estep 
Score: -6887029.500000 Penalty: 1124.089233
	Iteration 27Q: 3 clusters Score -6887030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 231427 members 
Entering Unmasked Estep 
Score: -6887034.500000 Penalty: 1124.089233
	Iteration 28Q: 3 clusters Score -6887034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231433 members 
Entering Unmasked Estep 
Score: -6887039.000000 Penalty: 1124.089233
	Iteration 29Q: 3 clusters Score -6887039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 231434 members 
Entering Unmasked Estep 
Score: -6887035.500000 Penalty: 1124.089233
	Iteration 30Q: 3 clusters Score -6887036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231433 members 
Entering Unmasked Estep 
Score: -6887038.500000 Penalty: 1124.089233
	Iteration 31Q: 3 clusters Score -6887038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 231433 members 
Entering Unmasked Estep 
Score: -6887038.500000 Penalty: 1124.089233
	Iteration 32F: 3 clusters Score -6887038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Entering Unmasked Estep 
Score: -81794.929688 Penalty: 354.870148
	Iteration 0F: 2 clusters Score -81794.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -80086.023438 Penalty: 709.740295
	Iteration 0F: 3 clusters Score -80086.02 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -80762.281250 Penalty: 709.740295
	Iteration 1F: 3 clusters Score -80762.28 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -80950.320312 Penalty: 709.740295
	Iteration 2F: 3 clusters Score -80950.32 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -81154.062500 Penalty: 709.740295
	Iteration 3F: 3 clusters Score -81154.06 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -81323.976562 Penalty: 709.740295
	Iteration 4F: 3 clusters Score -81323.98 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -81436.375000 Penalty: 709.740295
	Iteration 5F: 3 clusters Score -81436.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -81487.218750 Penalty: 709.740295
	Iteration 6Q: 3 clusters Score -81487.22 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -81507.640625 Penalty: 709.740295
	Iteration 7Q: 3 clusters Score -81507.64 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -81523.609375 Penalty: 709.740295
	Iteration 8Q: 3 clusters Score -81523.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -81528.593750 Penalty: 709.740295
	Iteration 9Q: 3 clusters Score -81528.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -81531.046875 Penalty: 709.740295
	Iteration 10Q: 3 clusters Score -81531.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -81532.210938 Penalty: 709.740295
	Iteration 11Q: 3 clusters Score -81532.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -81533.320312 Penalty: 709.740295
	Iteration 12Q: 3 clusters Score -81533.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -81533.851562 Penalty: 709.740295
	Iteration 13Q: 3 clusters Score -81533.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -81534.312500 Penalty: 709.740295
	Iteration 14Q: 3 clusters Score -81534.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -81534.343750 Penalty: 709.740295
	Iteration 15Q: 3 clusters Score -81534.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -81534.320312 Penalty: 709.740295
	Iteration 16Q: 3 clusters Score -81534.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -81534.554688 Penalty: 709.740295
	Iteration 17Q: 3 clusters Score -81534.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -81534.648438 Penalty: 709.740295
	Iteration 18Q: 3 clusters Score -81534.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -81534.648438 Penalty: 709.740295
	Iteration 19F: 3 clusters Score -81534.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -60911.558594 Penalty: 342.416626
	Iteration 0F: 2 clusters Score -60911.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -59530.773438 Penalty: 684.833252
	Iteration 0F: 3 clusters Score -59530.77 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -60006.515625 Penalty: 684.833252
	Iteration 1F: 3 clusters Score -60006.52 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -60075.015625 Penalty: 684.833252
	Iteration 2F: 3 clusters Score -60075.02 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -60128.828125 Penalty: 684.833252
	Iteration 3F: 3 clusters Score -60128.83 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -60172.144531 Penalty: 684.833252
	Iteration 4Q: 3 clusters Score -60172.14 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -60210.437500 Penalty: 684.833252
	Iteration 5Q: 3 clusters Score -60210.44 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -60255.796875 Penalty: 684.833252
	Iteration 6Q: 3 clusters Score -60255.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -60293.730469 Penalty: 684.833252
	Iteration 7Q: 3 clusters Score -60293.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -60335.839844 Penalty: 684.833252
	Iteration 8Q: 3 clusters Score -60335.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -60378.878906 Penalty: 684.833252
	Iteration 9Q: 3 clusters Score -60378.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -60422.894531 Penalty: 684.833252
	Iteration 10Q: 3 clusters Score -60422.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -60445.609375 Penalty: 684.833252
	Iteration 11Q: 3 clusters Score -60445.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -60456.855469 Penalty: 684.833252
	Iteration 12Q: 3 clusters Score -60456.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -60466.273438 Penalty: 684.833252
	Iteration 13Q: 3 clusters Score -60466.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -60474.175781 Penalty: 684.833252
	Iteration 14Q: 3 clusters Score -60474.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -60479.484375 Penalty: 684.833252
	Iteration 15Q: 3 clusters Score -60479.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -60484.246094 Penalty: 684.833252
	Iteration 16Q: 3 clusters Score -60484.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -60491.062500 Penalty: 684.833252
	Iteration 17Q: 3 clusters Score -60491.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -60497.644531 Penalty: 684.833252
	Iteration 18Q: 3 clusters Score -60497.64 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -60507.109375 Penalty: 684.833252
	Iteration 19Q: 3 clusters Score -60507.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -60523.597656 Penalty: 684.833252
	Iteration 20F: 3 clusters Score -60523.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -60539.242188 Penalty: 684.833252
	Iteration 21Q: 3 clusters Score -60539.24 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -60549.062500 Penalty: 684.833252
	Iteration 22Q: 3 clusters Score -60549.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -60553.257812 Penalty: 684.833252
	Iteration 23Q: 3 clusters Score -60553.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -60553.859375 Penalty: 684.833252
	Iteration 24Q: 3 clusters Score -60553.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -60554.789062 Penalty: 684.833252
	Iteration 25Q: 3 clusters Score -60554.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -60555.203125 Penalty: 684.833252
	Iteration 26Q: 3 clusters Score -60555.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -60555.535156 Penalty: 684.833252
	Iteration 27Q: 3 clusters Score -60555.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -60555.636719 Penalty: 684.833252
	Iteration 28Q: 3 clusters Score -60555.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -60555.804688 Penalty: 684.833252
	Iteration 29Q: 3 clusters Score -60555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -60555.886719 Penalty: 684.833252
	Iteration 30Q: 3 clusters Score -60555.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -60555.886719 Penalty: 684.833252
	Iteration 31F: 3 clusters Score -60555.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -195418.093750 Penalty: 393.270020
	Iteration 0F: 2 clusters Score -195418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -191612.640625 Penalty: 786.540039
	Iteration 0F: 3 clusters Score -191612.6 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -193037.000000 Penalty: 786.540039
	Iteration 1F: 3 clusters Score -193037 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -193189.843750 Penalty: 786.540039
	Iteration 2F: 3 clusters Score -193189.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -193417.296875 Penalty: 786.540039
	Iteration 3F: 3 clusters Score -193417.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -193776.687500 Penalty: 786.540039
	Iteration 4F: 3 clusters Score -193776.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -194258.312500 Penalty: 786.540039
	Iteration 5F: 3 clusters Score -194258.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -194686.687500 Penalty: 786.540039
	Iteration 6F: 3 clusters Score -194686.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -195003.531250 Penalty: 786.540039
	Iteration 7Q: 3 clusters Score -195003.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195123.390625 Penalty: 786.540039
	Iteration 8Q: 3 clusters Score -195123.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -195163.515625 Penalty: 786.540039
	Iteration 9Q: 3 clusters Score -195163.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -195188.796875 Penalty: 786.540039
	Iteration 10Q: 3 clusters Score -195188.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -195206.453125 Penalty: 786.540039
	Iteration 11Q: 3 clusters Score -195206.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -195216.968750 Penalty: 786.540039
	Iteration 12Q: 3 clusters Score -195217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -195225.296875 Penalty: 786.540039
	Iteration 13Q: 3 clusters Score -195225.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -195232.265625 Penalty: 786.540039
	Iteration 14Q: 3 clusters Score -195232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -195235.546875 Penalty: 786.540039
	Iteration 15Q: 3 clusters Score -195235.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -195238.734375 Penalty: 786.540039
	Iteration 16Q: 3 clusters Score -195238.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -195240.562500 Penalty: 786.540039
	Iteration 17Q: 3 clusters Score -195240.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -195242.828125 Penalty: 786.540039
	Iteration 18Q: 3 clusters Score -195242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -195244.656250 Penalty: 786.540039
	Iteration 19Q: 3 clusters Score -195244.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -195247.921875 Penalty: 786.540039
	Iteration 20F: 3 clusters Score -195247.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -195250.718750 Penalty: 786.540039
	Iteration 21Q: 3 clusters Score -195250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -195254.484375 Penalty: 786.540039
	Iteration 22Q: 3 clusters Score -195254.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -195255.781250 Penalty: 786.540039
	Iteration 23Q: 3 clusters Score -195255.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -195257.343750 Penalty: 786.540039
	Iteration 24Q: 3 clusters Score -195257.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -195258.953125 Penalty: 786.540039
	Iteration 25Q: 3 clusters Score -195259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -195259.875000 Penalty: 786.540039
	Iteration 26Q: 3 clusters Score -195259.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -195260.843750 Penalty: 786.540039
	Iteration 27Q: 3 clusters Score -195260.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -195261.234375 Penalty: 786.540039
	Iteration 28Q: 3 clusters Score -195261.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -195261.234375 Penalty: 786.540039
	Iteration 29F: 3 clusters Score -195261.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Entering Unmasked Estep 
Score: -510828.281250 Penalty: 440.338898
	Iteration 0F: 2 clusters Score -510828.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -500155.312500 Penalty: 880.677795
	Iteration 0F: 3 clusters Score -500155.3 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -505052.093750 Penalty: 880.677795
	Iteration 1F: 3 clusters Score -505052.1 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -505738.750000 Penalty: 880.677795
	Iteration 2F: 3 clusters Score -505738.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -506662.437500 Penalty: 880.677795
	Iteration 3F: 3 clusters Score -506662.4 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -507804.906250 Penalty: 880.677795
	Iteration 4F: 3 clusters Score -507804.9 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -508918.406250 Penalty: 880.677795
	Iteration 5F: 3 clusters Score -508918.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -509650.062500 Penalty: 880.677795
	Iteration 6Q: 3 clusters Score -509650.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -509989.000000 Penalty: 880.677795
	Iteration 7Q: 3 clusters Score -509989 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -510130.937500 Penalty: 880.677795
	Iteration 8Q: 3 clusters Score -510130.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -510223.812500 Penalty: 880.677795
	Iteration 9Q: 3 clusters Score -510223.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -510281.375000 Penalty: 880.677795
	Iteration 10Q: 3 clusters Score -510281.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -510320.750000 Penalty: 880.677795
	Iteration 11Q: 3 clusters Score -510320.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -510344.875000 Penalty: 880.677795
	Iteration 12Q: 3 clusters Score -510344.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -510363.687500 Penalty: 880.677795
	Iteration 13Q: 3 clusters Score -510363.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -510376.656250 Penalty: 880.677795
	Iteration 14Q: 3 clusters Score -510376.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -510386.062500 Penalty: 880.677795
	Iteration 15Q: 3 clusters Score -510386.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -510397.625000 Penalty: 880.677795
	Iteration 16Q: 3 clusters Score -510397.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -510406.031250 Penalty: 880.677795
	Iteration 17Q: 3 clusters Score -510406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -510418.062500 Penalty: 880.677795
	Iteration 18Q: 3 clusters Score -510418.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -510432.593750 Penalty: 880.677795
	Iteration 19Q: 3 clusters Score -510432.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -510447.875000 Penalty: 880.677795
	Iteration 20F: 3 clusters Score -510447.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -510460.156250 Penalty: 880.677795
	Iteration 21Q: 3 clusters Score -510460.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -510466.093750 Penalty: 880.677795
	Iteration 22Q: 3 clusters Score -510466.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -510473.968750 Penalty: 880.677795
	Iteration 23Q: 3 clusters Score -510474 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -510479.281250 Penalty: 880.677795
	Iteration 24Q: 3 clusters Score -510479.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -510486.781250 Penalty: 880.677795
	Iteration 25Q: 3 clusters Score -510486.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -510492.718750 Penalty: 880.677795
	Iteration 26Q: 3 clusters Score -510492.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -510497.281250 Penalty: 880.677795
	Iteration 27Q: 3 clusters Score -510497.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -510498.187500 Penalty: 880.677795
	Iteration 28Q: 3 clusters Score -510498.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -510499.000000 Penalty: 880.677795
	Iteration 29Q: 3 clusters Score -510499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -510499.250000 Penalty: 880.677795
	Iteration 30Q: 3 clusters Score -510499.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -510499.468750 Penalty: 880.677795
	Iteration 31Q: 3 clusters Score -510499.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -510499.906250 Penalty: 880.677795
	Iteration 32Q: 3 clusters Score -510499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -510500.375000 Penalty: 880.677795
	Iteration 33Q: 3 clusters Score -510500.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -510501.750000 Penalty: 880.677795
	Iteration 34Q: 3 clusters Score -510501.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -510503.218750 Penalty: 880.677795
	Iteration 35Q: 3 clusters Score -510503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -510502.437500 Penalty: 880.677795
	Iteration 36Q: 3 clusters Score -510502.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -510503.312500 Penalty: 880.677795
	Iteration 37Q: 3 clusters Score -510503.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -510504.281250 Penalty: 880.677795
	Iteration 38Q: 3 clusters Score -510504.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -510504.562500 Penalty: 880.677795
	Iteration 39Q: 3 clusters Score -510504.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -510506.156250 Penalty: 880.677795
	Iteration 40F: 3 clusters Score -510506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -510506.375000 Penalty: 880.677795
	Iteration 41Q: 3 clusters Score -510506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -510507.406250 Penalty: 880.677795
	Iteration 42Q: 3 clusters Score -510507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -510507.125000 Penalty: 880.677795
	Iteration 43Q: 3 clusters Score -510507.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -510509.156250 Penalty: 880.677795
	Iteration 44Q: 3 clusters Score -510509.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -510510.375000 Penalty: 880.677795
	Iteration 45Q: 3 clusters Score -510510.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -510511.000000 Penalty: 880.677795
	Iteration 46Q: 3 clusters Score -510511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -510513.312500 Penalty: 880.677795
	Iteration 47Q: 3 clusters Score -510513.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -510514.500000 Penalty: 880.677795
	Iteration 48Q: 3 clusters Score -510514.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -510514.218750 Penalty: 880.677795
	Iteration 49Q: 3 clusters Score -510514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -510515.437500 Penalty: 880.677795
	Iteration 50Q: 3 clusters Score -510515.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -510515.968750 Penalty: 880.677795
	Iteration 51Q: 3 clusters Score -510516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -510516.375000 Penalty: 880.677795
	Iteration 52Q: 3 clusters Score -510516.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -510516.750000 Penalty: 880.677795
	Iteration 53Q: 3 clusters Score -510516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -510516.750000 Penalty: 880.677795
	Iteration 54F: 3 clusters Score -510516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -92847.757812 Penalty: 368.942383
	Iteration 0F: 2 clusters Score -92847.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -90525.171875 Penalty: 737.884766
	Iteration 0F: 3 clusters Score -90525.17 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -91381.335938 Penalty: 737.884766
	Iteration 1F: 3 clusters Score -91381.34 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -91512.625000 Penalty: 737.884766
	Iteration 2F: 3 clusters Score -91512.62 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -91658.773438 Penalty: 737.884766
	Iteration 3F: 3 clusters Score -91658.77 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -91821.304688 Penalty: 737.884766
	Iteration 4F: 3 clusters Score -91821.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -91992.664062 Penalty: 737.884766
	Iteration 5F: 3 clusters Score -91992.66 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -92178.000000 Penalty: 737.884766
	Iteration 6F: 3 clusters Score -92178 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -92328.539062 Penalty: 737.884766
	Iteration 7F: 3 clusters Score -92328.54 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -92440.390625 Penalty: 737.884766
	Iteration 8F: 3 clusters Score -92440.39 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -92500.648438 Penalty: 737.884766
	Iteration 9Q: 3 clusters Score -92500.65 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -92530.289062 Penalty: 737.884766
	Iteration 10Q: 3 clusters Score -92530.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -92559.898438 Penalty: 737.884766
	Iteration 11Q: 3 clusters Score -92559.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -92599.687500 Penalty: 737.884766
	Iteration 12Q: 3 clusters Score -92599.69 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -92636.867188 Penalty: 737.884766
	Iteration 13Q: 3 clusters Score -92636.87 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -92665.359375 Penalty: 737.884766
	Iteration 14Q: 3 clusters Score -92665.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -92694.750000 Penalty: 737.884766
	Iteration 15Q: 3 clusters Score -92694.75 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -92719.062500 Penalty: 737.884766
	Iteration 16Q: 3 clusters Score -92719.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -92739.828125 Penalty: 737.884766
	Iteration 17Q: 3 clusters Score -92739.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -92752.398438 Penalty: 737.884766
	Iteration 18Q: 3 clusters Score -92752.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -92759.375000 Penalty: 737.884766
	Iteration 19Q: 3 clusters Score -92759.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -92763.789062 Penalty: 737.884766
	Iteration 20F: 3 clusters Score -92763.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -92765.804688 Penalty: 737.884766
	Iteration 21Q: 3 clusters Score -92765.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -92769.296875 Penalty: 737.884766
	Iteration 22Q: 3 clusters Score -92769.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -92775.734375 Penalty: 737.884766
	Iteration 23Q: 3 clusters Score -92775.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -92780.289062 Penalty: 737.884766
	Iteration 24Q: 3 clusters Score -92780.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -92783.367188 Penalty: 737.884766
	Iteration 25Q: 3 clusters Score -92783.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -92785.882812 Penalty: 737.884766
	Iteration 26Q: 3 clusters Score -92785.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -92787.578125 Penalty: 737.884766
	Iteration 27Q: 3 clusters Score -92787.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -92788.976562 Penalty: 737.884766
	Iteration 28Q: 3 clusters Score -92788.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -92789.976562 Penalty: 737.884766
	Iteration 29Q: 3 clusters Score -92789.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -92789.953125 Penalty: 737.884766
	Iteration 30Q: 3 clusters Score -92789.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -92790.171875 Penalty: 737.884766
	Iteration 31Q: 3 clusters Score -92790.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -92790.804688 Penalty: 737.884766
	Iteration 32Q: 3 clusters Score -92790.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -92791.226562 Penalty: 737.884766
	Iteration 33Q: 3 clusters Score -92791.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -92791.968750 Penalty: 737.884766
	Iteration 34Q: 3 clusters Score -92791.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -92792.695312 Penalty: 737.884766
	Iteration 35Q: 3 clusters Score -92792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -92792.765625 Penalty: 737.884766
	Iteration 36Q: 3 clusters Score -92792.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -92792.765625 Penalty: 737.884766
	Iteration 37Q: 3 clusters Score -92792.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -92793.070312 Penalty: 737.884766
	Iteration 38Q: 3 clusters Score -92793.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -92793.187500 Penalty: 737.884766
	Iteration 39Q: 3 clusters Score -92793.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -92793.320312 Penalty: 737.884766
	Iteration 40F: 3 clusters Score -92793.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -92793.382812 Penalty: 737.884766
	Iteration 41Q: 3 clusters Score -92793.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -92793.531250 Penalty: 737.884766
	Iteration 42Q: 3 clusters Score -92793.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -92793.835938 Penalty: 737.884766
	Iteration 43Q: 3 clusters Score -92793.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -92793.898438 Penalty: 737.884766
	Iteration 44Q: 3 clusters Score -92793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -92794.039062 Penalty: 737.884766
	Iteration 45Q: 3 clusters Score -92794.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -92794.484375 Penalty: 737.884766
	Iteration 46Q: 3 clusters Score -92794.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -92795.101562 Penalty: 737.884766
	Iteration 47Q: 3 clusters Score -92795.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -92796.804688 Penalty: 737.884766
	Iteration 48Q: 3 clusters Score -92796.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -92798.289062 Penalty: 737.884766
	Iteration 49Q: 3 clusters Score -92798.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -92799.500000 Penalty: 737.884766
	Iteration 50Q: 3 clusters Score -92799.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -92799.875000 Penalty: 737.884766
	Iteration 51Q: 3 clusters Score -92799.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -92800.289062 Penalty: 737.884766
	Iteration 52Q: 3 clusters Score -92800.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -92801.523438 Penalty: 737.884766
	Iteration 53Q: 3 clusters Score -92801.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -92802.343750 Penalty: 737.884766
	Iteration 54Q: 3 clusters Score -92802.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -92803.789062 Penalty: 737.884766
	Iteration 55Q: 3 clusters Score -92803.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -92804.429688 Penalty: 737.884766
	Iteration 56Q: 3 clusters Score -92804.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -92804.687500 Penalty: 737.884766
	Iteration 57Q: 3 clusters Score -92804.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -92804.906250 Penalty: 737.884766
	Iteration 58Q: 3 clusters Score -92804.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -92805.585938 Penalty: 737.884766
	Iteration 59Q: 3 clusters Score -92805.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -92805.914062 Penalty: 737.884766
	Iteration 60F: 3 clusters Score -92805.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -92806.031250 Penalty: 737.884766
	Iteration 61Q: 3 clusters Score -92806.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -92806.507812 Penalty: 737.884766
	Iteration 62Q: 3 clusters Score -92806.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -92807.203125 Penalty: 737.884766
	Iteration 63Q: 3 clusters Score -92807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -92807.679688 Penalty: 737.884766
	Iteration 64Q: 3 clusters Score -92807.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -92807.609375 Penalty: 737.884766
	Iteration 65Q: 3 clusters Score -92807.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -92807.632812 Penalty: 737.884766
	Iteration 66Q: 3 clusters Score -92807.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -92807.945312 Penalty: 737.884766
	Iteration 67Q: 3 clusters Score -92807.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -92808.093750 Penalty: 737.884766
	Iteration 68Q: 3 clusters Score -92808.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -92808.304688 Penalty: 737.884766
	Iteration 69Q: 3 clusters Score -92808.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92808.281250 Penalty: 737.884766
	Iteration 70Q: 3 clusters Score -92808.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -92808.617188 Penalty: 737.884766
	Iteration 71Q: 3 clusters Score -92808.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -92808.890625 Penalty: 737.884766
	Iteration 72Q: 3 clusters Score -92808.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -92809.351562 Penalty: 737.884766
	Iteration 73Q: 3 clusters Score -92809.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -92809.757812 Penalty: 737.884766
	Iteration 74Q: 3 clusters Score -92809.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -92810.835938 Penalty: 737.884766
	Iteration 75Q: 3 clusters Score -92810.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -92811.632812 Penalty: 737.884766
	Iteration 76Q: 3 clusters Score -92811.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -92811.898438 Penalty: 737.884766
	Iteration 77Q: 3 clusters Score -92811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -92812.101562 Penalty: 737.884766
	Iteration 78Q: 3 clusters Score -92812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92812.375000 Penalty: 737.884766
	Iteration 79Q: 3 clusters Score -92812.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -92812.632812 Penalty: 737.884766
	Iteration 80F: 3 clusters Score -92812.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -92813.234375 Penalty: 737.884766
	Iteration 81Q: 3 clusters Score -92813.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -92813.492188 Penalty: 737.884766
	Iteration 82Q: 3 clusters Score -92813.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -92814.281250 Penalty: 737.884766
	Iteration 83Q: 3 clusters Score -92814.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -92815.210938 Penalty: 737.884766
	Iteration 84Q: 3 clusters Score -92815.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -92816.304688 Penalty: 737.884766
	Iteration 85Q: 3 clusters Score -92816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -92816.742188 Penalty: 737.884766
	Iteration 86Q: 3 clusters Score -92816.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -92817.125000 Penalty: 737.884766
	Iteration 87Q: 3 clusters Score -92817.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -92817.546875 Penalty: 737.884766
	Iteration 88Q: 3 clusters Score -92817.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -92818.875000 Penalty: 737.884766
	Iteration 89Q: 3 clusters Score -92818.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -92819.953125 Penalty: 737.884766
	Iteration 90Q: 3 clusters Score -92819.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -92820.453125 Penalty: 737.884766
	Iteration 91Q: 3 clusters Score -92820.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -92821.273438 Penalty: 737.884766
	Iteration 92Q: 3 clusters Score -92821.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -92821.437500 Penalty: 737.884766
	Iteration 93Q: 3 clusters Score -92821.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -92821.273438 Penalty: 737.884766
	Iteration 94Q: 3 clusters Score -92821.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -92821.593750 Penalty: 737.884766
	Iteration 95Q: 3 clusters Score -92821.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -92821.828125 Penalty: 737.884766
	Iteration 96Q: 3 clusters Score -92821.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -92821.929688 Penalty: 737.884766
	Iteration 97Q: 3 clusters Score -92821.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -92821.929688 Penalty: 737.884766
	Iteration 98F: 3 clusters Score -92821.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -111298.234375 Penalty: 372.217346
	Iteration 0F: 2 clusters Score -111298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -108858.226562 Penalty: 744.434692
	Iteration 0F: 3 clusters Score -108858.2 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -109866.601562 Penalty: 744.434692
	Iteration 1F: 3 clusters Score -109866.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -110022.296875 Penalty: 744.434692
	Iteration 2F: 3 clusters Score -110022.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -110194.179688 Penalty: 744.434692
	Iteration 3F: 3 clusters Score -110194.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -110351.406250 Penalty: 744.434692
	Iteration 4F: 3 clusters Score -110351.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -110476.414062 Penalty: 744.434692
	Iteration 5F: 3 clusters Score -110476.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -110539.390625 Penalty: 744.434692
	Iteration 6Q: 3 clusters Score -110539.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -110575.398438 Penalty: 744.434692
	Iteration 7Q: 3 clusters Score -110575.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -110597.968750 Penalty: 744.434692
	Iteration 8Q: 3 clusters Score -110598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -110610.210938 Penalty: 744.434692
	Iteration 9Q: 3 clusters Score -110610.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -110620.257812 Penalty: 744.434692
	Iteration 10Q: 3 clusters Score -110620.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -110628.398438 Penalty: 744.434692
	Iteration 11Q: 3 clusters Score -110628.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -110632.640625 Penalty: 744.434692
	Iteration 12Q: 3 clusters Score -110632.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -110636.796875 Penalty: 744.434692
	Iteration 13Q: 3 clusters Score -110636.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -110639.117188 Penalty: 744.434692
	Iteration 14Q: 3 clusters Score -110639.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -110641.507812 Penalty: 744.434692
	Iteration 15Q: 3 clusters Score -110641.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -110644.250000 Penalty: 744.434692
	Iteration 16Q: 3 clusters Score -110644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -110647.679688 Penalty: 744.434692
	Iteration 17Q: 3 clusters Score -110647.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -110649.039062 Penalty: 744.434692
	Iteration 18Q: 3 clusters Score -110649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -110650.601562 Penalty: 744.434692
	Iteration 19Q: 3 clusters Score -110650.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -110652.203125 Penalty: 744.434692
	Iteration 20F: 3 clusters Score -110652.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -110653.468750 Penalty: 744.434692
	Iteration 21Q: 3 clusters Score -110653.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -110657.203125 Penalty: 744.434692
	Iteration 22Q: 3 clusters Score -110657.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -110660.156250 Penalty: 744.434692
	Iteration 23Q: 3 clusters Score -110660.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -110662.421875 Penalty: 744.434692
	Iteration 24Q: 3 clusters Score -110662.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -110663.445312 Penalty: 744.434692
	Iteration 25Q: 3 clusters Score -110663.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -110663.804688 Penalty: 744.434692
	Iteration 26Q: 3 clusters Score -110663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -110664.117188 Penalty: 744.434692
	Iteration 27Q: 3 clusters Score -110664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -110664.312500 Penalty: 744.434692
	Iteration 28Q: 3 clusters Score -110664.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -110664.937500 Penalty: 744.434692
	Iteration 29Q: 3 clusters Score -110664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -110665.929688 Penalty: 744.434692
	Iteration 30Q: 3 clusters Score -110665.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -110666.937500 Penalty: 744.434692
	Iteration 31Q: 3 clusters Score -110666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -110667.429688 Penalty: 744.434692
	Iteration 32Q: 3 clusters Score -110667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -110667.984375 Penalty: 744.434692
	Iteration 33Q: 3 clusters Score -110668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -110668.515625 Penalty: 744.434692
	Iteration 34Q: 3 clusters Score -110668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -110668.664062 Penalty: 744.434692
	Iteration 35Q: 3 clusters Score -110668.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -110668.851562 Penalty: 744.434692
	Iteration 36Q: 3 clusters Score -110668.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -110668.867188 Penalty: 744.434692
	Iteration 37Q: 3 clusters Score -110668.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -110669.328125 Penalty: 744.434692
	Iteration 38Q: 3 clusters Score -110669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -110669.382812 Penalty: 744.434692
	Iteration 39Q: 3 clusters Score -110669.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -110669.250000 Penalty: 744.434692
	Iteration 40F: 3 clusters Score -110669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -110669.476562 Penalty: 744.434692
	Iteration 41Q: 3 clusters Score -110669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -110669.796875 Penalty: 744.434692
	Iteration 42Q: 3 clusters Score -110669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -110669.718750 Penalty: 744.434692
	Iteration 43Q: 3 clusters Score -110669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -110670.140625 Penalty: 744.434692
	Iteration 44Q: 3 clusters Score -110670.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -110670.304688 Penalty: 744.434692
	Iteration 45Q: 3 clusters Score -110670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -110670.445312 Penalty: 744.434692
	Iteration 46Q: 3 clusters Score -110670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -110670.546875 Penalty: 744.434692
	Iteration 47Q: 3 clusters Score -110670.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -110671.085938 Penalty: 744.434692
	Iteration 48Q: 3 clusters Score -110671.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -110671.187500 Penalty: 744.434692
	Iteration 49Q: 3 clusters Score -110671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -110671.500000 Penalty: 744.434692
	Iteration 50Q: 3 clusters Score -110671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -110671.671875 Penalty: 744.434692
	Iteration 51Q: 3 clusters Score -110671.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -110671.789062 Penalty: 744.434692
	Iteration 52Q: 3 clusters Score -110671.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -110671.921875 Penalty: 744.434692
	Iteration 53Q: 3 clusters Score -110671.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -110671.859375 Penalty: 744.434692
	Iteration 54Q: 3 clusters Score -110671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -110671.859375 Penalty: 744.434692
	Iteration 55F: 3 clusters Score -110671.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Entering Unmasked Estep 
Score: -1359997.875000 Penalty: 484.898865
	Iteration 0F: 2 clusters Score -1359998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -1331478.000000 Penalty: 969.797729
	Iteration 0F: 3 clusters Score -1331478 nChanged 20516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -1344438.000000 Penalty: 969.797729
	Iteration 1F: 3 clusters Score -1344438 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 26948 members 
Entering Unmasked Estep 
Score: -1345899.125000 Penalty: 969.797729
	Iteration 2F: 3 clusters Score -1345899 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -1348186.125000 Penalty: 969.797729
	Iteration 3F: 3 clusters Score -1348186 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -1351063.875000 Penalty: 969.797729
	Iteration 4F: 3 clusters Score -1351064 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -1353801.375000 Penalty: 969.797729
	Iteration 5F: 3 clusters Score -1353801 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -1355782.625000 Penalty: 969.797729
	Iteration 6F: 3 clusters Score -1355783 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -1356942.125000 Penalty: 969.797729
	Iteration 7Q: 3 clusters Score -1356942 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -1357696.000000 Penalty: 969.797729
	Iteration 8Q: 3 clusters Score -1357696 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -1358196.875000 Penalty: 969.797729
	Iteration 9Q: 3 clusters Score -1358197 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40618 members 
Entering Unmasked Estep 
Score: -1358566.375000 Penalty: 969.797729
	Iteration 10Q: 3 clusters Score -1358566 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -1358832.875000 Penalty: 969.797729
	Iteration 11Q: 3 clusters Score -1358833 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -1359010.625000 Penalty: 969.797729
	Iteration 12Q: 3 clusters Score -1359011 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -1359133.000000 Penalty: 969.797729
	Iteration 13Q: 3 clusters Score -1359133 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -1359243.750000 Penalty: 969.797729
	Iteration 14Q: 3 clusters Score -1359244 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -1359333.375000 Penalty: 969.797729
	Iteration 15Q: 3 clusters Score -1359333 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -1359434.875000 Penalty: 969.797729
	Iteration 16Q: 3 clusters Score -1359435 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -1359496.875000 Penalty: 969.797729
	Iteration 17Q: 3 clusters Score -1359497 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -1359526.625000 Penalty: 969.797729
	Iteration 18Q: 3 clusters Score -1359527 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 42064 members 
Entering Unmasked Estep 
Score: -1359537.375000 Penalty: 969.797729
	Iteration 19Q: 3 clusters Score -1359537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -1359545.250000 Penalty: 969.797729
	Iteration 20F: 3 clusters Score -1359545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -1359559.750000 Penalty: 969.797729
	Iteration 21Q: 3 clusters Score -1359560 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -1359566.750000 Penalty: 969.797729
	Iteration 22Q: 3 clusters Score -1359567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -1359574.125000 Penalty: 969.797729
	Iteration 23Q: 3 clusters Score -1359574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -1359590.125000 Penalty: 969.797729
	Iteration 24Q: 3 clusters Score -1359590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -1359597.000000 Penalty: 969.797729
	Iteration 25Q: 3 clusters Score -1359597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -1359602.125000 Penalty: 969.797729
	Iteration 26Q: 3 clusters Score -1359602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -1359602.750000 Penalty: 969.797729
	Iteration 27Q: 3 clusters Score -1359603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -1359608.625000 Penalty: 969.797729
	Iteration 28Q: 3 clusters Score -1359609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -1359618.625000 Penalty: 969.797729
	Iteration 29Q: 3 clusters Score -1359619 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -1359625.875000 Penalty: 969.797729
	Iteration 30Q: 3 clusters Score -1359626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -1359626.875000 Penalty: 969.797729
	Iteration 31Q: 3 clusters Score -1359627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -1359628.375000 Penalty: 969.797729
	Iteration 32Q: 3 clusters Score -1359628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -1359631.000000 Penalty: 969.797729
	Iteration 33Q: 3 clusters Score -1359631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -1359632.375000 Penalty: 969.797729
	Iteration 34Q: 3 clusters Score -1359632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -1359635.875000 Penalty: 969.797729
	Iteration 35Q: 3 clusters Score -1359636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -1359637.875000 Penalty: 969.797729
	Iteration 36Q: 3 clusters Score -1359638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -1359638.625000 Penalty: 969.797729
	Iteration 37Q: 3 clusters Score -1359639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -1359642.125000 Penalty: 969.797729
	Iteration 38Q: 3 clusters Score -1359642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -1359642.500000 Penalty: 969.797729
	Iteration 39Q: 3 clusters Score -1359642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -1359641.375000 Penalty: 969.797729
	Iteration 40F: 3 clusters Score -1359641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -1359646.375000 Penalty: 969.797729
	Iteration 41Q: 3 clusters Score -1359646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -1359651.625000 Penalty: 969.797729
	Iteration 42Q: 3 clusters Score -1359652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -1359655.375000 Penalty: 969.797729
	Iteration 43Q: 3 clusters Score -1359655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -1359656.750000 Penalty: 969.797729
	Iteration 44Q: 3 clusters Score -1359657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -1359656.875000 Penalty: 969.797729
	Iteration 45Q: 3 clusters Score -1359657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -1359659.875000 Penalty: 969.797729
	Iteration 46Q: 3 clusters Score -1359660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -1359660.625000 Penalty: 969.797729
	Iteration 47Q: 3 clusters Score -1359661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -1359663.625000 Penalty: 969.797729
	Iteration 48Q: 3 clusters Score -1359664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -1359663.500000 Penalty: 969.797729
	Iteration 49Q: 3 clusters Score -1359664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -1359667.375000 Penalty: 969.797729
	Iteration 50Q: 3 clusters Score -1359667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -1359667.250000 Penalty: 969.797729
	Iteration 51Q: 3 clusters Score -1359667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -1359667.250000 Penalty: 969.797729
	Iteration 52F: 3 clusters Score -1359667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 25885 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359839 members 
Mstep: Class 10 contains 231568 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496298.000000 Penalty: 10439.538086
Iteration 279Q: 18 clusters Score -2.14963e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 25885 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359838 members 
Mstep: Class 10 contains 231568 members 
Mstep: Class 11 contains 2440 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496294.000000 Penalty: 10439.538086
Iteration 280F: 18 clusters Score -2.149629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 25885 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359837 members 
Mstep: Class 10 contains 231568 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496298.000000 Penalty: 10439.538086
Iteration 281Q: 18 clusters Score -2.14963e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2182 members 
Mstep: Class 3 contains 4725 members 
Mstep: Class 4 contains 360 members 
Mstep: Class 5 contains 20575 members 
Mstep: Class 6 contains 25885 members 
Mstep: Class 7 contains 1938 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 359837 members 
Mstep: Class 10 contains 231568 members 
Mstep: Class 11 contains 2441 members 
Mstep: Class 15 contains 1855 members 
Mstep: Class 16 contains 5672 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 3571 members 
Mstep: Class 20 contains 42494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496298.000000 Penalty: 10439.538086
Iteration 282F: 18 clusters Score -2.14963e+07 nChanged 0
Entering ConstructFrom: 
Score: -21496298.000000 Penalty: 10439.538086
Entering ConstructFrom: 
Trying to split cluster 1 (2309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Entering Unmasked Estep 
Score: -75643.734375 Penalty: 352.377930
	Iteration 0F: 2 clusters Score -75643.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -74024.546875 Penalty: 704.755859
	Iteration 0F: 3 clusters Score -74024.55 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -74578.765625 Penalty: 704.755859
	Iteration 1F: 3 clusters Score -74578.77 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -74660.726562 Penalty: 704.755859
	Iteration 2F: 3 clusters Score -74660.73 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -74756.687500 Penalty: 704.755859
	Iteration 3F: 3 clusters Score -74756.69 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -74855.828125 Penalty: 704.755859
	Iteration 4F: 3 clusters Score -74855.83 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -74947.046875 Penalty: 704.755859
	Iteration 5Q: 3 clusters Score -74947.05 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -75020.687500 Penalty: 704.755859
	Iteration 6Q: 3 clusters Score -75020.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -75087.257812 Penalty: 704.755859
	Iteration 7Q: 3 clusters Score -75087.26 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -75138.679688 Penalty: 704.755859
	Iteration 8Q: 3 clusters Score -75138.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -75179.335938 Penalty: 704.755859
	Iteration 9Q: 3 clusters Score -75179.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -75202.820312 Penalty: 704.755859
	Iteration 10Q: 3 clusters Score -75202.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -75217.328125 Penalty: 704.755859
	Iteration 11Q: 3 clusters Score -75217.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -75226.703125 Penalty: 704.755859
	Iteration 12Q: 3 clusters Score -75226.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -75235.781250 Penalty: 704.755859
	Iteration 13Q: 3 clusters Score -75235.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -75241.437500 Penalty: 704.755859
	Iteration 14Q: 3 clusters Score -75241.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -75249.414062 Penalty: 704.755859
	Iteration 15Q: 3 clusters Score -75249.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -75253.968750 Penalty: 704.755859
	Iteration 16Q: 3 clusters Score -75253.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -75257.929688 Penalty: 704.755859
	Iteration 17Q: 3 clusters Score -75257.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -75261.109375 Penalty: 704.755859
	Iteration 18Q: 3 clusters Score -75261.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -75262.468750 Penalty: 704.755859
	Iteration 19Q: 3 clusters Score -75262.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -75263.085938 Penalty: 704.755859
	Iteration 20F: 3 clusters Score -75263.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -75263.757812 Penalty: 704.755859
	Iteration 21Q: 3 clusters Score -75263.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -75264.460938 Penalty: 704.755859
	Iteration 22Q: 3 clusters Score -75264.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -75265.601562 Penalty: 704.755859
	Iteration 23Q: 3 clusters Score -75265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -75267.117188 Penalty: 704.755859
	Iteration 24Q: 3 clusters Score -75267.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -75268.273438 Penalty: 704.755859
	Iteration 25Q: 3 clusters Score -75268.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -75269.937500 Penalty: 704.755859
	Iteration 26Q: 3 clusters Score -75269.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -75271.679688 Penalty: 704.755859
	Iteration 27Q: 3 clusters Score -75271.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -75272.984375 Penalty: 704.755859
	Iteration 28Q: 3 clusters Score -75272.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -75273.914062 Penalty: 704.755859
	Iteration 29Q: 3 clusters Score -75273.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -75274.687500 Penalty: 704.755859
	Iteration 30Q: 3 clusters Score -75274.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -75275.609375 Penalty: 704.755859
	Iteration 31Q: 3 clusters Score -75275.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -75277.000000 Penalty: 704.755859
	Iteration 32Q: 3 clusters Score -75277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -75279.453125 Penalty: 704.755859
	Iteration 33Q: 3 clusters Score -75279.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -75281.906250 Penalty: 704.755859
	Iteration 34Q: 3 clusters Score -75281.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -75284.796875 Penalty: 704.755859
	Iteration 35Q: 3 clusters Score -75284.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -75286.515625 Penalty: 704.755859
	Iteration 36Q: 3 clusters Score -75286.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -75287.257812 Penalty: 704.755859
	Iteration 37Q: 3 clusters Score -75287.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -75288.375000 Penalty: 704.755859
	Iteration 38Q: 3 clusters Score -75288.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -75289.359375 Penalty: 704.755859
	Iteration 39Q: 3 clusters Score -75289.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -75290.007812 Penalty: 704.755859
	Iteration 40F: 3 clusters Score -75290.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -75292.109375 Penalty: 704.755859
	Iteration 41Q: 3 clusters Score -75292.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -75294.617188 Penalty: 704.755859
	Iteration 42Q: 3 clusters Score -75294.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -75295.429688 Penalty: 704.755859
	Iteration 43Q: 3 clusters Score -75295.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -75295.593750 Penalty: 704.755859
	Iteration 44Q: 3 clusters Score -75295.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -75295.742188 Penalty: 704.755859
	Iteration 45Q: 3 clusters Score -75295.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -75296.109375 Penalty: 704.755859
	Iteration 46Q: 3 clusters Score -75296.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -75296.593750 Penalty: 704.755859
	Iteration 47Q: 3 clusters Score -75296.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -75297.031250 Penalty: 704.755859
	Iteration 48Q: 3 clusters Score -75297.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -75297.054688 Penalty: 704.755859
	Iteration 49Q: 3 clusters Score -75297.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -75297.343750 Penalty: 704.755859
	Iteration 50Q: 3 clusters Score -75297.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -75298.835938 Penalty: 704.755859
	Iteration 51Q: 3 clusters Score -75298.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -75301.476562 Penalty: 704.755859
	Iteration 52Q: 3 clusters Score -75301.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -75304.414062 Penalty: 704.755859
	Iteration 53Q: 3 clusters Score -75304.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -75307.679688 Penalty: 704.755859
	Iteration 54Q: 3 clusters Score -75307.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -75312.195312 Penalty: 704.755859
	Iteration 55Q: 3 clusters Score -75312.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -75314.250000 Penalty: 704.755859
	Iteration 56Q: 3 clusters Score -75314.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -75316.414062 Penalty: 704.755859
	Iteration 57Q: 3 clusters Score -75316.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -75317.351562 Penalty: 704.755859
	Iteration 58Q: 3 clusters Score -75317.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -75317.945312 Penalty: 704.755859
	Iteration 59Q: 3 clusters Score -75317.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -75318.000000 Penalty: 704.755859
	Iteration 60F: 3 clusters Score -75318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -75318.406250 Penalty: 704.755859
	Iteration 61Q: 3 clusters Score -75318.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -75318.515625 Penalty: 704.755859
	Iteration 62Q: 3 clusters Score -75318.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -75318.515625 Penalty: 704.755859
	Iteration 63F: 3 clusters Score -75318.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -72563.593750 Penalty: 349.803894
	Iteration 0F: 2 clusters Score -72563.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -70936.671875 Penalty: 699.607788
	Iteration 0F: 3 clusters Score -70936.67 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -71432.812500 Penalty: 699.607788
	Iteration 1F: 3 clusters Score -71432.81 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -71518.406250 Penalty: 699.607788
	Iteration 2F: 3 clusters Score -71518.41 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -71574.187500 Penalty: 699.607788
	Iteration 3F: 3 clusters Score -71574.19 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -71632.562500 Penalty: 699.607788
	Iteration 4F: 3 clusters Score -71632.56 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -71698.007812 Penalty: 699.607788
	Iteration 5Q: 3 clusters Score -71698.01 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -71787.390625 Penalty: 699.607788
	Iteration 6F: 3 clusters Score -71787.39 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -71871.960938 Penalty: 699.607788
	Iteration 7F: 3 clusters Score -71871.96 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -71957.796875 Penalty: 699.607788
	Iteration 8Q: 3 clusters Score -71957.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -72034.757812 Penalty: 699.607788
	Iteration 9Q: 3 clusters Score -72034.76 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72108.804688 Penalty: 699.607788
	Iteration 10Q: 3 clusters Score -72108.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -72174.320312 Penalty: 699.607788
	Iteration 11Q: 3 clusters Score -72174.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -72215.210938 Penalty: 699.607788
	Iteration 12Q: 3 clusters Score -72215.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -72235.906250 Penalty: 699.607788
	Iteration 13Q: 3 clusters Score -72235.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -72246.695312 Penalty: 699.607788
	Iteration 14Q: 3 clusters Score -72246.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -72253.484375 Penalty: 699.607788
	Iteration 15Q: 3 clusters Score -72253.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -72254.359375 Penalty: 699.607788
	Iteration 16Q: 3 clusters Score -72254.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -72256.882812 Penalty: 699.607788
	Iteration 17Q: 3 clusters Score -72256.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -72261.632812 Penalty: 699.607788
	Iteration 18Q: 3 clusters Score -72261.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -72266.976562 Penalty: 699.607788
	Iteration 19Q: 3 clusters Score -72266.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -72268.015625 Penalty: 699.607788
	Iteration 20F: 3 clusters Score -72268.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -72268.359375 Penalty: 699.607788
	Iteration 21Q: 3 clusters Score -72268.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -72269.992188 Penalty: 699.607788
	Iteration 22Q: 3 clusters Score -72269.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -72271.453125 Penalty: 699.607788
	Iteration 23Q: 3 clusters Score -72271.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -72271.453125 Penalty: 699.607788
	Iteration 24F: 3 clusters Score -72271.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Entering Unmasked Estep 
Score: -156892.812500 Penalty: 384.958344
	Iteration 0F: 2 clusters Score -156892.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -153716.640625 Penalty: 769.916687
	Iteration 0F: 3 clusters Score -153716.6 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -154846.671875 Penalty: 769.916687
	Iteration 1F: 3 clusters Score -154846.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -154997.171875 Penalty: 769.916687
	Iteration 2F: 3 clusters Score -154997.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -155178.812500 Penalty: 769.916687
	Iteration 3F: 3 clusters Score -155178.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -155406.546875 Penalty: 769.916687
	Iteration 4F: 3 clusters Score -155406.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -155716.578125 Penalty: 769.916687
	Iteration 5F: 3 clusters Score -155716.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -156024.187500 Penalty: 769.916687
	Iteration 6F: 3 clusters Score -156024.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -156279.750000 Penalty: 769.916687
	Iteration 7F: 3 clusters Score -156279.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -156401.828125 Penalty: 769.916687
	Iteration 8Q: 3 clusters Score -156401.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -156476.859375 Penalty: 769.916687
	Iteration 9Q: 3 clusters Score -156476.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -156510.421875 Penalty: 769.916687
	Iteration 10Q: 3 clusters Score -156510.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -156535.140625 Penalty: 769.916687
	Iteration 11Q: 3 clusters Score -156535.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -156547.843750 Penalty: 769.916687
	Iteration 12Q: 3 clusters Score -156547.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -156555.406250 Penalty: 769.916687
	Iteration 13Q: 3 clusters Score -156555.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -156568.078125 Penalty: 769.916687
	Iteration 14Q: 3 clusters Score -156568.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -156584.562500 Penalty: 769.916687
	Iteration 15Q: 3 clusters Score -156584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -156594.609375 Penalty: 769.916687
	Iteration 16Q: 3 clusters Score -156594.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -156598.296875 Penalty: 769.916687
	Iteration 17Q: 3 clusters Score -156598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -156602.093750 Penalty: 769.916687
	Iteration 18Q: 3 clusters Score -156602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -156604.046875 Penalty: 769.916687
	Iteration 19Q: 3 clusters Score -156604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -156606.546875 Penalty: 769.916687
	Iteration 20F: 3 clusters Score -156606.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -156608.328125 Penalty: 769.916687
	Iteration 21Q: 3 clusters Score -156608.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -156609.109375 Penalty: 769.916687
	Iteration 22Q: 3 clusters Score -156609.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -156609.109375 Penalty: 769.916687
	Iteration 23F: 3 clusters Score -156609.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Entering Unmasked Estep 
Score: -8357.506836 Penalty: 267.817749
	Iteration 0F: 2 clusters Score -8357.507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8001.326660 Penalty: 535.635498
	Iteration 0F: 3 clusters Score -8001.327 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8139.370117 Penalty: 535.635498
	Iteration 1F: 3 clusters Score -8139.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8197.494141 Penalty: 535.635498
	Iteration 2F: 3 clusters Score -8197.494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8217.346680 Penalty: 535.635498
	Iteration 3F: 3 clusters Score -8217.347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8225.779297 Penalty: 535.635498
	Iteration 4Q: 3 clusters Score -8225.779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8227.616211 Penalty: 535.635498
	Iteration 5Q: 3 clusters Score -8227.616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8228.720703 Penalty: 535.635498
	Iteration 6Q: 3 clusters Score -8228.721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8231.021484 Penalty: 535.635498
	Iteration 7Q: 3 clusters Score -8231.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8231.358398 Penalty: 535.635498
	Iteration 8Q: 3 clusters Score -8231.358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8231.497070 Penalty: 535.635498
	Iteration 9Q: 3 clusters Score -8231.497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8231.497070 Penalty: 535.635498
	Iteration 10F: 3 clusters Score -8231.497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -595290.000000 Penalty: 451.898376
	Iteration 0F: 2 clusters Score -595290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -581694.625000 Penalty: 903.796753
	Iteration 0F: 3 clusters Score -581694.6 nChanged 9637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -587990.000000 Penalty: 903.796753
	Iteration 1F: 3 clusters Score -587990 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -588872.125000 Penalty: 903.796753
	Iteration 2F: 3 clusters Score -588872.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -590117.937500 Penalty: 903.796753
	Iteration 3F: 3 clusters Score -590117.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -591338.250000 Penalty: 903.796753
	Iteration 4F: 3 clusters Score -591338.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -591992.812500 Penalty: 903.796753
	Iteration 5F: 3 clusters Score -591992.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -592298.937500 Penalty: 903.796753
	Iteration 6Q: 3 clusters Score -592298.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -592545.437500 Penalty: 903.796753
	Iteration 7Q: 3 clusters Score -592545.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -592822.625000 Penalty: 903.796753
	Iteration 8Q: 3 clusters Score -592822.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -593155.625000 Penalty: 903.796753
	Iteration 9Q: 3 clusters Score -593155.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -593470.937500 Penalty: 903.796753
	Iteration 10Q: 3 clusters Score -593470.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -593732.000000 Penalty: 903.796753
	Iteration 11Q: 3 clusters Score -593732 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -593915.750000 Penalty: 903.796753
	Iteration 12Q: 3 clusters Score -593915.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -594072.437500 Penalty: 903.796753
	Iteration 13Q: 3 clusters Score -594072.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -594199.625000 Penalty: 903.796753
	Iteration 14Q: 3 clusters Score -594199.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -594303.812500 Penalty: 903.796753
	Iteration 15Q: 3 clusters Score -594303.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -594385.125000 Penalty: 903.796753
	Iteration 16Q: 3 clusters Score -594385.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -594449.625000 Penalty: 903.796753
	Iteration 17Q: 3 clusters Score -594449.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -594496.437500 Penalty: 903.796753
	Iteration 18Q: 3 clusters Score -594496.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -594540.062500 Penalty: 903.796753
	Iteration 19Q: 3 clusters Score -594540.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -594575.750000 Penalty: 903.796753
	Iteration 20F: 3 clusters Score -594575.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -594613.437500 Penalty: 903.796753
	Iteration 21Q: 3 clusters Score -594613.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -594646.250000 Penalty: 903.796753
	Iteration 22Q: 3 clusters Score -594646.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -594670.875000 Penalty: 903.796753
	Iteration 23Q: 3 clusters Score -594670.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -594700.375000 Penalty: 903.796753
	Iteration 24Q: 3 clusters Score -594700.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -594730.625000 Penalty: 903.796753
	Iteration 25Q: 3 clusters Score -594730.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -594755.500000 Penalty: 903.796753
	Iteration 26Q: 3 clusters Score -594755.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -594777.812500 Penalty: 903.796753
	Iteration 27Q: 3 clusters Score -594777.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -594802.187500 Penalty: 903.796753
	Iteration 28Q: 3 clusters Score -594802.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -594824.312500 Penalty: 903.796753
	Iteration 29Q: 3 clusters Score -594824.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -594843.375000 Penalty: 903.796753
	Iteration 30Q: 3 clusters Score -594843.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -594855.812500 Penalty: 903.796753
	Iteration 31Q: 3 clusters Score -594855.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -594866.875000 Penalty: 903.796753
	Iteration 32Q: 3 clusters Score -594866.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -594875.062500 Penalty: 903.796753
	Iteration 33Q: 3 clusters Score -594875.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -594887.250000 Penalty: 903.796753
	Iteration 34Q: 3 clusters Score -594887.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -594901.000000 Penalty: 903.796753
	Iteration 35Q: 3 clusters Score -594901 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -594909.875000 Penalty: 903.796753
	Iteration 36Q: 3 clusters Score -594909.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -594919.812500 Penalty: 903.796753
	Iteration 37Q: 3 clusters Score -594919.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -594927.812500 Penalty: 903.796753
	Iteration 38Q: 3 clusters Score -594927.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -594932.062500 Penalty: 903.796753
	Iteration 39Q: 3 clusters Score -594932.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -594936.250000 Penalty: 903.796753
	Iteration 40F: 3 clusters Score -594936.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -594939.875000 Penalty: 903.796753
	Iteration 41Q: 3 clusters Score -594939.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -594948.812500 Penalty: 903.796753
	Iteration 42Q: 3 clusters Score -594948.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -594957.500000 Penalty: 903.796753
	Iteration 43Q: 3 clusters Score -594957.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -594966.562500 Penalty: 903.796753
	Iteration 44Q: 3 clusters Score -594966.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -594972.312500 Penalty: 903.796753
	Iteration 45Q: 3 clusters Score -594972.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -594974.062500 Penalty: 903.796753
	Iteration 46Q: 3 clusters Score -594974.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -594976.000000 Penalty: 903.796753
	Iteration 47Q: 3 clusters Score -594976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -594977.562500 Penalty: 903.796753
	Iteration 48Q: 3 clusters Score -594977.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -594982.062500 Penalty: 903.796753
	Iteration 49Q: 3 clusters Score -594982.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -594983.250000 Penalty: 903.796753
	Iteration 50Q: 3 clusters Score -594983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -594987.125000 Penalty: 903.796753
	Iteration 51Q: 3 clusters Score -594987.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -594990.750000 Penalty: 903.796753
	Iteration 52Q: 3 clusters Score -594990.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -594996.562500 Penalty: 903.796753
	Iteration 53Q: 3 clusters Score -594996.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -595000.187500 Penalty: 903.796753
	Iteration 54Q: 3 clusters Score -595000.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -595000.750000 Penalty: 903.796753
	Iteration 55Q: 3 clusters Score -595000.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -594999.812500 Penalty: 903.796753
	Iteration 56Q: 3 clusters Score -594999.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -595002.187500 Penalty: 903.796753
	Iteration 57Q: 3 clusters Score -595002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -595003.687500 Penalty: 903.796753
	Iteration 58Q: 3 clusters Score -595003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -595005.812500 Penalty: 903.796753
	Iteration 59Q: 3 clusters Score -595005.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -595006.937500 Penalty: 903.796753
	Iteration 60F: 3 clusters Score -595006.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -595007.875000 Penalty: 903.796753
	Iteration 61Q: 3 clusters Score -595007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -595007.625000 Penalty: 903.796753
	Iteration 62Q: 3 clusters Score -595007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -595006.375000 Penalty: 903.796753
	Iteration 63Q: 3 clusters Score -595006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 17474 members 
Entering Unmasked Estep 
Score: -595006.562500 Penalty: 903.796753
	Iteration 64Q: 3 clusters Score -595006.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -595007.687500 Penalty: 903.796753
	Iteration 65Q: 3 clusters Score -595007.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -595009.250000 Penalty: 903.796753
	Iteration 66Q: 3 clusters Score -595009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -595012.437500 Penalty: 903.796753
	Iteration 67Q: 3 clusters Score -595012.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -595013.437500 Penalty: 903.796753
	Iteration 68Q: 3 clusters Score -595013.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -595015.812500 Penalty: 903.796753
	Iteration 69Q: 3 clusters Score -595015.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -595016.312500 Penalty: 903.796753
	Iteration 70Q: 3 clusters Score -595016.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -595017.687500 Penalty: 903.796753
	Iteration 71Q: 3 clusters Score -595017.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -595018.875000 Penalty: 903.796753
	Iteration 72Q: 3 clusters Score -595018.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -595018.812500 Penalty: 903.796753
	Iteration 73Q: 3 clusters Score -595018.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -595019.125000 Penalty: 903.796753
	Iteration 74Q: 3 clusters Score -595019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -595019.125000 Penalty: 903.796753
	Iteration 75Q: 3 clusters Score -595019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -595018.500000 Penalty: 903.796753
	Iteration 76Q: 3 clusters Score -595018.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -595019.250000 Penalty: 903.796753
	Iteration 77Q: 3 clusters Score -595019.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -595020.000000 Penalty: 903.796753
	Iteration 78Q: 3 clusters Score -595020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -595020.000000 Penalty: 903.796753
	Iteration 79F: 3 clusters Score -595020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Entering Unmasked Estep 
Score: -824397.687500 Penalty: 462.344574
	Iteration 0F: 2 clusters Score -824397.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -807036.750000 Penalty: 924.689148
	Iteration 0F: 3 clusters Score -807036.8 nChanged 12360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -814028.937500 Penalty: 924.689148
	Iteration 1F: 3 clusters Score -814028.9 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -814582.750000 Penalty: 924.689148
	Iteration 2Q: 3 clusters Score -814582.8 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -815618.250000 Penalty: 924.689148
	Iteration 3F: 3 clusters Score -815618.2 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -817226.125000 Penalty: 924.689148
	Iteration 4F: 3 clusters Score -817226.1 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -819219.875000 Penalty: 924.689148
	Iteration 5F: 3 clusters Score -819219.9 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -821048.750000 Penalty: 924.689148
	Iteration 6F: 3 clusters Score -821048.8 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -822030.937500 Penalty: 924.689148
	Iteration 7F: 3 clusters Score -822030.9 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -822441.437500 Penalty: 924.689148
	Iteration 8Q: 3 clusters Score -822441.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -822689.500000 Penalty: 924.689148
	Iteration 9Q: 3 clusters Score -822689.5 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -822885.312500 Penalty: 924.689148
	Iteration 10Q: 3 clusters Score -822885.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -823051.625000 Penalty: 924.689148
	Iteration 11Q: 3 clusters Score -823051.6 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -823200.437500 Penalty: 924.689148
	Iteration 12Q: 3 clusters Score -823200.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -823321.562500 Penalty: 924.689148
	Iteration 13Q: 3 clusters Score -823321.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -823405.437500 Penalty: 924.689148
	Iteration 14Q: 3 clusters Score -823405.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -823484.250000 Penalty: 924.689148
	Iteration 15Q: 3 clusters Score -823484.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -823556.812500 Penalty: 924.689148
	Iteration 16Q: 3 clusters Score -823556.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -823610.312500 Penalty: 924.689148
	Iteration 17Q: 3 clusters Score -823610.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -823663.437500 Penalty: 924.689148
	Iteration 18Q: 3 clusters Score -823663.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -823708.437500 Penalty: 924.689148
	Iteration 19Q: 3 clusters Score -823708.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -823755.875000 Penalty: 924.689148
	Iteration 20F: 3 clusters Score -823755.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -823796.125000 Penalty: 924.689148
	Iteration 21Q: 3 clusters Score -823796.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -823828.750000 Penalty: 924.689148
	Iteration 22Q: 3 clusters Score -823828.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -823860.125000 Penalty: 924.689148
	Iteration 23Q: 3 clusters Score -823860.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -823893.062500 Penalty: 924.689148
	Iteration 24Q: 3 clusters Score -823893.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -823926.750000 Penalty: 924.689148
	Iteration 25Q: 3 clusters Score -823926.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -823964.687500 Penalty: 924.689148
	Iteration 26Q: 3 clusters Score -823964.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -823999.187500 Penalty: 924.689148
	Iteration 27Q: 3 clusters Score -823999.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -824024.375000 Penalty: 924.689148
	Iteration 28Q: 3 clusters Score -824024.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -824057.437500 Penalty: 924.689148
	Iteration 29Q: 3 clusters Score -824057.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -824083.312500 Penalty: 924.689148
	Iteration 30Q: 3 clusters Score -824083.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -824106.250000 Penalty: 924.689148
	Iteration 31Q: 3 clusters Score -824106.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -824129.625000 Penalty: 924.689148
	Iteration 32Q: 3 clusters Score -824129.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -824151.750000 Penalty: 924.689148
	Iteration 33Q: 3 clusters Score -824151.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -824166.937500 Penalty: 924.689148
	Iteration 34Q: 3 clusters Score -824166.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -824184.750000 Penalty: 924.689148
	Iteration 35Q: 3 clusters Score -824184.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -824199.062500 Penalty: 924.689148
	Iteration 36Q: 3 clusters Score -824199.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -824212.187500 Penalty: 924.689148
	Iteration 37Q: 3 clusters Score -824212.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -824218.437500 Penalty: 924.689148
	Iteration 38Q: 3 clusters Score -824218.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -824231.812500 Penalty: 924.689148
	Iteration 39Q: 3 clusters Score -824231.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -824243.812500 Penalty: 924.689148
	Iteration 40F: 3 clusters Score -824243.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -824254.125000 Penalty: 924.689148
	Iteration 41Q: 3 clusters Score -824254.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -824264.875000 Penalty: 924.689148
	Iteration 42Q: 3 clusters Score -824264.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -824272.625000 Penalty: 924.689148
	Iteration 43Q: 3 clusters Score -824272.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -824276.062500 Penalty: 924.689148
	Iteration 44Q: 3 clusters Score -824276.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -824279.687500 Penalty: 924.689148
	Iteration 45Q: 3 clusters Score -824279.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -824280.750000 Penalty: 924.689148
	Iteration 46Q: 3 clusters Score -824280.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -824281.875000 Penalty: 924.689148
	Iteration 47Q: 3 clusters Score -824281.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -824282.687500 Penalty: 924.689148
	Iteration 48Q: 3 clusters Score -824282.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -824285.250000 Penalty: 924.689148
	Iteration 49Q: 3 clusters Score -824285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -824283.000000 Penalty: 924.689148
	Iteration 50Q: 3 clusters Score -824283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -824287.062500 Penalty: 924.689148
	Iteration 51Q: 3 clusters Score -824287.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -824287.750000 Penalty: 924.689148
	Iteration 52Q: 3 clusters Score -824287.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -824287.625000 Penalty: 924.689148
	Iteration 53Q: 3 clusters Score -824287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -824287.000000 Penalty: 924.689148
	Iteration 54Q: 3 clusters Score -824287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -824291.062500 Penalty: 924.689148
	Iteration 55Q: 3 clusters Score -824291.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -824291.937500 Penalty: 924.689148
	Iteration 56Q: 3 clusters Score -824291.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -824291.125000 Penalty: 924.689148
	Iteration 57Q: 3 clusters Score -824291.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -824290.750000 Penalty: 924.689148
	Iteration 58Q: 3 clusters Score -824290.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -824291.937500 Penalty: 924.689148
	Iteration 59Q: 3 clusters Score -824291.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -824292.750000 Penalty: 924.689148
	Iteration 60F: 3 clusters Score -824292.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -824293.437500 Penalty: 924.689148
	Iteration 61Q: 3 clusters Score -824293.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -824294.187500 Penalty: 924.689148
	Iteration 62Q: 3 clusters Score -824294.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -824295.062500 Penalty: 924.689148
	Iteration 63Q: 3 clusters Score -824295.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -824296.937500 Penalty: 924.689148
	Iteration 64Q: 3 clusters Score -824296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -824298.062500 Penalty: 924.689148
	Iteration 65Q: 3 clusters Score -824298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -824296.937500 Penalty: 924.689148
	Iteration 66Q: 3 clusters Score -824296.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -824298.312500 Penalty: 924.689148
	Iteration 67Q: 3 clusters Score -824298.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -824297.375000 Penalty: 924.689148
	Iteration 68Q: 3 clusters Score -824297.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -824296.125000 Penalty: 924.689148
	Iteration 69Q: 3 clusters Score -824296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -824296.312500 Penalty: 924.689148
	Iteration 70Q: 3 clusters Score -824296.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -824295.562500 Penalty: 924.689148
	Iteration 71Q: 3 clusters Score -824295.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -824296.875000 Penalty: 924.689148
	Iteration 72Q: 3 clusters Score -824296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -824298.062500 Penalty: 924.689148
	Iteration 73Q: 3 clusters Score -824298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -824298.062500 Penalty: 924.689148
	Iteration 74Q: 3 clusters Score -824298.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -824299.562500 Penalty: 924.689148
	Iteration 75Q: 3 clusters Score -824299.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -824299.625000 Penalty: 924.689148
	Iteration 76Q: 3 clusters Score -824299.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -824299.812500 Penalty: 924.689148
	Iteration 77Q: 3 clusters Score -824299.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -824301.937500 Penalty: 924.689148
	Iteration 78Q: 3 clusters Score -824301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -824302.187500 Penalty: 924.689148
	Iteration 79Q: 3 clusters Score -824302.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -824300.750000 Penalty: 924.689148
	Iteration 80F: 3 clusters Score -824300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -824302.125000 Penalty: 924.689148
	Iteration 81Q: 3 clusters Score -824302.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -824301.187500 Penalty: 924.689148
	Iteration 82Q: 3 clusters Score -824301.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -824301.750000 Penalty: 924.689148
	Iteration 83Q: 3 clusters Score -824301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -824304.000000 Penalty: 924.689148
	Iteration 84Q: 3 clusters Score -824304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -824304.437500 Penalty: 924.689148
	Iteration 85Q: 3 clusters Score -824304.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -824306.562500 Penalty: 924.689148
	Iteration 86Q: 3 clusters Score -824306.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -824309.875000 Penalty: 924.689148
	Iteration 87Q: 3 clusters Score -824309.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -824313.750000 Penalty: 924.689148
	Iteration 88Q: 3 clusters Score -824313.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -824316.625000 Penalty: 924.689148
	Iteration 89Q: 3 clusters Score -824316.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -824319.687500 Penalty: 924.689148
	Iteration 90Q: 3 clusters Score -824319.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -824320.750000 Penalty: 924.689148
	Iteration 91Q: 3 clusters Score -824320.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -824322.062500 Penalty: 924.689148
	Iteration 92Q: 3 clusters Score -824322.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -824320.062500 Penalty: 924.689148
	Iteration 93Q: 3 clusters Score -824320.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -824321.125000 Penalty: 924.689148
	Iteration 94Q: 3 clusters Score -824321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -824324.625000 Penalty: 924.689148
	Iteration 95Q: 3 clusters Score -824324.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -824324.250000 Penalty: 924.689148
	Iteration 96Q: 3 clusters Score -824324.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -824325.437500 Penalty: 924.689148
	Iteration 97Q: 3 clusters Score -824325.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -824327.625000 Penalty: 924.689148
	Iteration 98Q: 3 clusters Score -824327.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -824330.250000 Penalty: 924.689148
	Iteration 99Q: 3 clusters Score -824330.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -824328.625000 Penalty: 924.689148
	Iteration 100F: 3 clusters Score -824328.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -824332.750000 Penalty: 924.689148
	Iteration 101Q: 3 clusters Score -824332.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -824334.437500 Penalty: 924.689148
	Iteration 102Q: 3 clusters Score -824334.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -824334.812500 Penalty: 924.689148
	Iteration 103Q: 3 clusters Score -824334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -824336.375000 Penalty: 924.689148
	Iteration 104Q: 3 clusters Score -824336.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -824336.250000 Penalty: 924.689148
	Iteration 105Q: 3 clusters Score -824336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -824337.000000 Penalty: 924.689148
	Iteration 106Q: 3 clusters Score -824337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -824338.875000 Penalty: 924.689148
	Iteration 107Q: 3 clusters Score -824338.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 924.689148
	Iteration 108Q: 3 clusters Score -824337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -824337.875000 Penalty: 924.689148
	Iteration 109Q: 3 clusters Score -824337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -824339.062500 Penalty: 924.689148
	Iteration 110Q: 3 clusters Score -824339.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -824338.187500 Penalty: 924.689148
	Iteration 111Q: 3 clusters Score -824338.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -824337.812500 Penalty: 924.689148
	Iteration 112Q: 3 clusters Score -824337.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -824338.812500 Penalty: 924.689148
	Iteration 113Q: 3 clusters Score -824338.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 924.689148
	Iteration 114Q: 3 clusters Score -824337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -824338.125000 Penalty: 924.689148
	Iteration 115Q: 3 clusters Score -824338.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -824337.500000 Penalty: 924.689148
	Iteration 116Q: 3 clusters Score -824337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -824337.812500 Penalty: 924.689148
	Iteration 117Q: 3 clusters Score -824337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -824337.875000 Penalty: 924.689148
	Iteration 118Q: 3 clusters Score -824337.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -824337.875000 Penalty: 924.689148
	Iteration 119F: 3 clusters Score -824337.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Entering Unmasked Estep 
Score: -52296.585938 Penalty: 344.408234
	Iteration 0F: 2 clusters Score -52296.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -50873.789062 Penalty: 688.816467
	Iteration 0F: 3 clusters Score -50873.79 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -51396.050781 Penalty: 688.816467
	Iteration 1F: 3 clusters Score -51396.05 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -51554.847656 Penalty: 688.816467
	Iteration 2F: 3 clusters Score -51554.85 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -51679.457031 Penalty: 688.816467
	Iteration 3F: 3 clusters Score -51679.46 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -51749.847656 Penalty: 688.816467
	Iteration 4F: 3 clusters Score -51749.85 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -51797.812500 Penalty: 688.816467
	Iteration 5Q: 3 clusters Score -51797.81 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -51841.121094 Penalty: 688.816467
	Iteration 6Q: 3 clusters Score -51841.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -51873.242188 Penalty: 688.816467
	Iteration 7Q: 3 clusters Score -51873.24 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -51907.660156 Penalty: 688.816467
	Iteration 8Q: 3 clusters Score -51907.66 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -51960.917969 Penalty: 688.816467
	Iteration 9Q: 3 clusters Score -51960.92 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -52025.273438 Penalty: 688.816467
	Iteration 10Q: 3 clusters Score -52025.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -52052.402344 Penalty: 688.816467
	Iteration 11Q: 3 clusters Score -52052.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -52070.171875 Penalty: 688.816467
	Iteration 12Q: 3 clusters Score -52070.17 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -52088.140625 Penalty: 688.816467
	Iteration 13Q: 3 clusters Score -52088.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -52100.511719 Penalty: 688.816467
	Iteration 14Q: 3 clusters Score -52100.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -52111.980469 Penalty: 688.816467
	Iteration 15Q: 3 clusters Score -52111.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -52119.183594 Penalty: 688.816467
	Iteration 16Q: 3 clusters Score -52119.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -52126.296875 Penalty: 688.816467
	Iteration 17Q: 3 clusters Score -52126.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -52132.140625 Penalty: 688.816467
	Iteration 18Q: 3 clusters Score -52132.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -52134.199219 Penalty: 688.816467
	Iteration 19Q: 3 clusters Score -52134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -52136.613281 Penalty: 688.816467
	Iteration 20F: 3 clusters Score -52136.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -52137.105469 Penalty: 688.816467
	Iteration 21Q: 3 clusters Score -52137.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -52137.398438 Penalty: 688.816467
	Iteration 22Q: 3 clusters Score -52137.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -52138.070312 Penalty: 688.816467
	Iteration 23Q: 3 clusters Score -52138.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -52138.640625 Penalty: 688.816467
	Iteration 24Q: 3 clusters Score -52138.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -52139.570312 Penalty: 688.816467
	Iteration 25Q: 3 clusters Score -52139.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -52140.574219 Penalty: 688.816467
	Iteration 26Q: 3 clusters Score -52140.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -52142.828125 Penalty: 688.816467
	Iteration 27Q: 3 clusters Score -52142.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -52144.671875 Penalty: 688.816467
	Iteration 28Q: 3 clusters Score -52144.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -52145.082031 Penalty: 688.816467
	Iteration 29Q: 3 clusters Score -52145.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -52145.433594 Penalty: 688.816467
	Iteration 30Q: 3 clusters Score -52145.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -52145.433594 Penalty: 688.816467
	Iteration 31F: 3 clusters Score -52145.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Entering Unmasked Estep 
Score: -67820.968750 Penalty: 349.089294
	Iteration 0F: 2 clusters Score -67820.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -66281.523438 Penalty: 698.178589
	Iteration 0F: 3 clusters Score -66281.52 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -66877.898438 Penalty: 698.178589
	Iteration 1F: 3 clusters Score -66877.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -67002.148438 Penalty: 698.178589
	Iteration 2F: 3 clusters Score -67002.15 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -67084.164062 Penalty: 698.178589
	Iteration 3F: 3 clusters Score -67084.16 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -67146.632812 Penalty: 698.178589
	Iteration 4Q: 3 clusters Score -67146.63 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -67213.187500 Penalty: 698.178589
	Iteration 5Q: 3 clusters Score -67213.19 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67278.890625 Penalty: 698.178589
	Iteration 6Q: 3 clusters Score -67278.89 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67327.851562 Penalty: 698.178589
	Iteration 7Q: 3 clusters Score -67327.85 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -67356.109375 Penalty: 698.178589
	Iteration 8Q: 3 clusters Score -67356.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -67371.617188 Penalty: 698.178589
	Iteration 9Q: 3 clusters Score -67371.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67381.515625 Penalty: 698.178589
	Iteration 10Q: 3 clusters Score -67381.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67391.312500 Penalty: 698.178589
	Iteration 11Q: 3 clusters Score -67391.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -67399.007812 Penalty: 698.178589
	Iteration 12Q: 3 clusters Score -67399.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -67411.585938 Penalty: 698.178589
	Iteration 13Q: 3 clusters Score -67411.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -67424.421875 Penalty: 698.178589
	Iteration 14Q: 3 clusters Score -67424.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -67434.648438 Penalty: 698.178589
	Iteration 15Q: 3 clusters Score -67434.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -67446.000000 Penalty: 698.178589
	Iteration 16Q: 3 clusters Score -67446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67455.656250 Penalty: 698.178589
	Iteration 17Q: 3 clusters Score -67455.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67462.601562 Penalty: 698.178589
	Iteration 18Q: 3 clusters Score -67462.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67468.046875 Penalty: 698.178589
	Iteration 19Q: 3 clusters Score -67468.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67471.031250 Penalty: 698.178589
	Iteration 20F: 3 clusters Score -67471.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67474.343750 Penalty: 698.178589
	Iteration 21Q: 3 clusters Score -67474.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -67478.609375 Penalty: 698.178589
	Iteration 22Q: 3 clusters Score -67478.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -67481.710938 Penalty: 698.178589
	Iteration 23Q: 3 clusters Score -67481.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -67484.468750 Penalty: 698.178589
	Iteration 24Q: 3 clusters Score -67484.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -67488.546875 Penalty: 698.178589
	Iteration 25Q: 3 clusters Score -67488.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -67494.195312 Penalty: 698.178589
	Iteration 26Q: 3 clusters Score -67494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -67500.359375 Penalty: 698.178589
	Iteration 27Q: 3 clusters Score -67500.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -67505.820312 Penalty: 698.178589
	Iteration 28Q: 3 clusters Score -67505.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67513.484375 Penalty: 698.178589
	Iteration 29Q: 3 clusters Score -67513.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -67517.835938 Penalty: 698.178589
	Iteration 30Q: 3 clusters Score -67517.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -67520.835938 Penalty: 698.178589
	Iteration 31Q: 3 clusters Score -67520.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -67524.132812 Penalty: 698.178589
	Iteration 32Q: 3 clusters Score -67524.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -67526.062500 Penalty: 698.178589
	Iteration 33Q: 3 clusters Score -67526.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -67526.632812 Penalty: 698.178589
	Iteration 34Q: 3 clusters Score -67526.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -67526.882812 Penalty: 698.178589
	Iteration 35Q: 3 clusters Score -67526.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -67527.546875 Penalty: 698.178589
	Iteration 36Q: 3 clusters Score -67527.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -67527.546875 Penalty: 698.178589
	Iteration 37F: 3 clusters Score -67527.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (359837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359837 members 
Entering Unmasked Estep 
Score: -11371290.000000 Penalty: 582.099976
	Iteration 0F: 2 clusters Score -1.137129e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179586 members 
Mstep: Class 2 contains 180251 members 
Entering Unmasked Estep 
Score: -11126272.000000 Penalty: 1164.199951
	Iteration 0F: 3 clusters Score -1.112627e+07 nChanged 177612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155116 members 
Mstep: Class 2 contains 204721 members 
Entering Unmasked Estep 
Score: -11237794.000000 Penalty: 1164.199951
	Iteration 1F: 3 clusters Score -1.123779e+07 nChanged 18290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140760 members 
Mstep: Class 2 contains 219077 members 
Entering Unmasked Estep 
Score: -11245662.000000 Penalty: 1164.199951
	Iteration 2F: 3 clusters Score -1.124566e+07 nChanged 22638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120884 members 
Mstep: Class 2 contains 238953 members 
Entering Unmasked Estep 
Score: -11258237.000000 Penalty: 1164.199951
	Iteration 3F: 3 clusters Score -1.125824e+07 nChanged 26950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95640 members 
Mstep: Class 2 contains 264197 members 
Entering Unmasked Estep 
Score: -11278407.000000 Penalty: 1164.199951
	Iteration 4F: 3 clusters Score -1.127841e+07 nChanged 29064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67264 members 
Mstep: Class 2 contains 292573 members 
Entering Unmasked Estep 
Score: -11305493.000000 Penalty: 1164.199951
	Iteration 5F: 3 clusters Score -1.130549e+07 nChanged 25482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 317865 members 
Entering Unmasked Estep 
Score: -11332599.000000 Penalty: 1164.199951
	Iteration 6F: 3 clusters Score -1.13326e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 334083 members 
Entering Unmasked Estep 
Score: -11350845.000000 Penalty: 1164.199951
	Iteration 7Q: 3 clusters Score -1.135084e+07 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 341754 members 
Entering Unmasked Estep 
Score: -11359205.000000 Penalty: 1164.199951
	Iteration 8Q: 3 clusters Score -1.13592e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 345967 members 
Entering Unmasked Estep 
Score: -11362982.000000 Penalty: 1164.199951
	Iteration 9Q: 3 clusters Score -1.136298e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 349018 members 
Entering Unmasked Estep 
Score: -11365302.000000 Penalty: 1164.199951
	Iteration 10Q: 3 clusters Score -1.13653e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 351372 members 
Entering Unmasked Estep 
Score: -11366787.000000 Penalty: 1164.199951
	Iteration 11Q: 3 clusters Score -1.136679e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 353262 members 
Entering Unmasked Estep 
Score: -11367875.000000 Penalty: 1164.199951
	Iteration 12Q: 3 clusters Score -1.136788e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 354702 members 
Entering Unmasked Estep 
Score: -11368668.000000 Penalty: 1164.199951
	Iteration 13Q: 3 clusters Score -1.136867e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 355828 members 
Entering Unmasked Estep 
Score: -11369202.000000 Penalty: 1164.199951
	Iteration 14Q: 3 clusters Score -1.13692e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 356674 members 
Entering Unmasked Estep 
Score: -11369562.000000 Penalty: 1164.199951
	Iteration 15Q: 3 clusters Score -1.136956e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 357307 members 
Entering Unmasked Estep 
Score: -11369826.000000 Penalty: 1164.199951
	Iteration 16Q: 3 clusters Score -1.136983e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 357791 members 
Entering Unmasked Estep 
Score: -11370081.000000 Penalty: 1164.199951
	Iteration 17Q: 3 clusters Score -1.137008e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 358177 members 
Entering Unmasked Estep 
Score: -11370269.000000 Penalty: 1164.199951
	Iteration 18Q: 3 clusters Score -1.137027e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 358448 members 
Entering Unmasked Estep 
Score: -11370366.000000 Penalty: 1164.199951
	Iteration 19Q: 3 clusters Score -1.137037e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 358669 members 
Entering Unmasked Estep 
Score: -11370403.000000 Penalty: 1164.199951
	Iteration 20F: 3 clusters Score -1.13704e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 358832 members 
Entering Unmasked Estep 
Score: -11370482.000000 Penalty: 1164.199951
	Iteration 21Q: 3 clusters Score -1.137048e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 358966 members 
Entering Unmasked Estep 
Score: -11370542.000000 Penalty: 1164.199951
	Iteration 22Q: 3 clusters Score -1.137054e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 359068 members 
Entering Unmasked Estep 
Score: -11370586.000000 Penalty: 1164.199951
	Iteration 23Q: 3 clusters Score -1.137059e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 359156 members 
Entering Unmasked Estep 
Score: -11370631.000000 Penalty: 1164.199951
	Iteration 24Q: 3 clusters Score -1.137063e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 359232 members 
Entering Unmasked Estep 
Score: -11370660.000000 Penalty: 1164.199951
	Iteration 25Q: 3 clusters Score -1.137066e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 359288 members 
Entering Unmasked Estep 
Score: -11370684.000000 Penalty: 1164.199951
	Iteration 26Q: 3 clusters Score -1.137068e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 359336 members 
Entering Unmasked Estep 
Score: -11370706.000000 Penalty: 1164.199951
	Iteration 27Q: 3 clusters Score -1.137071e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 359373 members 
Entering Unmasked Estep 
Score: -11370704.000000 Penalty: 1164.199951
	Iteration 28Q: 3 clusters Score -1.13707e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 359399 members 
Entering Unmasked Estep 
Score: -11370729.000000 Penalty: 1164.199951
	Iteration 29Q: 3 clusters Score -1.137073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 359428 members 
Entering Unmasked Estep 
Score: -11370740.000000 Penalty: 1164.199951
	Iteration 30Q: 3 clusters Score -1.137074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 359445 members 
Entering Unmasked Estep 
Score: -11370740.000000 Penalty: 1164.199951
	Iteration 31Q: 3 clusters Score -1.137074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 359461 members 
Entering Unmasked Estep 
Score: -11370746.000000 Penalty: 1164.199951
	Iteration 32Q: 3 clusters Score -1.137075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 359475 members 
Entering Unmasked Estep 
Score: -11370760.000000 Penalty: 1164.199951
	Iteration 33Q: 3 clusters Score -1.137076e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 359482 members 
Entering Unmasked Estep 
Score: -11370751.000000 Penalty: 1164.199951
	Iteration 34Q: 3 clusters Score -1.137075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 359487 members 
Entering Unmasked Estep 
Score: -11370753.000000 Penalty: 1164.199951
	Iteration 35Q: 3 clusters Score -1.137075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 359491 members 
Entering Unmasked Estep 
Score: -11370753.000000 Penalty: 1164.199951
	Iteration 36Q: 3 clusters Score -1.137075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 359493 members 
Entering Unmasked Estep 
Score: -11370750.000000 Penalty: 1164.199951
	Iteration 37Q: 3 clusters Score -1.137075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359494 members 
Entering Unmasked Estep 
Score: -11370749.000000 Penalty: 1164.199951
	Iteration 38Q: 3 clusters Score -1.137075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 359496 members 
Entering Unmasked Estep 
Score: -11370754.000000 Penalty: 1164.199951
	Iteration 39Q: 3 clusters Score -1.137075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 359500 members 
Entering Unmasked Estep 
Score: -11370750.000000 Penalty: 1164.199951
	Iteration 40F: 3 clusters Score -1.137075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 359504 members 
Entering Unmasked Estep 
Score: -11370750.000000 Penalty: 1164.199951
	Iteration 41Q: 3 clusters Score -1.137075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 359508 members 
Entering Unmasked Estep 
Score: -11370753.000000 Penalty: 1164.199951
	Iteration 42Q: 3 clusters Score -1.137075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 359510 members 
Entering Unmasked Estep 
Score: -11370755.000000 Penalty: 1164.199951
	Iteration 43Q: 3 clusters Score -1.137076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 359516 members 
Entering Unmasked Estep 
Score: -11370762.000000 Penalty: 1164.199951
	Iteration 44Q: 3 clusters Score -1.137076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 359515 members 
Entering Unmasked Estep 
Score: -11370760.000000 Penalty: 1164.199951
	Iteration 45Q: 3 clusters Score -1.137076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 359518 members 
Entering Unmasked Estep 
Score: -11370765.000000 Penalty: 1164.199951
	Iteration 46Q: 3 clusters Score -1.137076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 359518 members 
Entering Unmasked Estep 
Score: -11370769.000000 Penalty: 1164.199951
	Iteration 47Q: 3 clusters Score -1.137077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359520 members 
Entering Unmasked Estep 
Score: -11370774.000000 Penalty: 1164.199951
	Iteration 48Q: 3 clusters Score -1.137077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 359520 members 
Entering Unmasked Estep 
Score: -11370774.000000 Penalty: 1164.199951
	Iteration 49F: 3 clusters Score -1.137077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (231568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231568 members 
Entering Unmasked Estep 
Score: -6887528.500000 Penalty: 562.044617
	Iteration 0F: 2 clusters Score -6887528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -6729823.500000 Penalty: 1124.089233
	Iteration 0F: 3 clusters Score -6729824 nChanged 113869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118097 members 
Mstep: Class 2 contains 113471 members 
Entering Unmasked Estep 
Score: -6801405.500000 Penalty: 1124.089233
	Iteration 1F: 3 clusters Score -6801406 nChanged 8182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119849 members 
Mstep: Class 2 contains 111719 members 
Entering Unmasked Estep 
Score: -6803675.000000 Penalty: 1124.089233
	Iteration 2Q: 3 clusters Score -6803675 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121842 members 
Mstep: Class 2 contains 109726 members 
Entering Unmasked Estep 
Score: -6806464.000000 Penalty: 1124.089233
	Iteration 3Q: 3 clusters Score -6806464 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124193 members 
Mstep: Class 2 contains 107375 members 
Entering Unmasked Estep 
Score: -6810124.000000 Penalty: 1124.089233
	Iteration 4Q: 3 clusters Score -6810124 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126974 members 
Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
Score: -6815479.000000 Penalty: 1124.089233
	Iteration 5Q: 3 clusters Score -6815479 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130197 members 
Mstep: Class 2 contains 101371 members 
Entering Unmasked Estep 
Score: -6824108.500000 Penalty: 1124.089233
	Iteration 6F: 3 clusters Score -6824108 nChanged 13839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133414 members 
Mstep: Class 2 contains 98154 members 
Entering Unmasked Estep 
Score: -6835741.500000 Penalty: 1124.089233
	Iteration 7F: 3 clusters Score -6835742 nChanged 13248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135920 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -6844045.500000 Penalty: 1124.089233
	Iteration 8F: 3 clusters Score -6844046 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138109 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -6846960.500000 Penalty: 1124.089233
	Iteration 9Q: 3 clusters Score -6846960 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140556 members 
Mstep: Class 2 contains 91012 members 
Entering Unmasked Estep 
Score: -6847899.000000 Penalty: 1124.089233
	Iteration 10Q: 3 clusters Score -6847899 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143233 members 
Mstep: Class 2 contains 88335 members 
Entering Unmasked Estep 
Score: -6848440.500000 Penalty: 1124.089233
	Iteration 11Q: 3 clusters Score -6848440 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146090 members 
Mstep: Class 2 contains 85478 members 
Entering Unmasked Estep 
Score: -6848964.500000 Penalty: 1124.089233
	Iteration 12Q: 3 clusters Score -6848964 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149260 members 
Mstep: Class 2 contains 82308 members 
Entering Unmasked Estep 
Score: -6849648.000000 Penalty: 1124.089233
	Iteration 13Q: 3 clusters Score -6849648 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152696 members 
Mstep: Class 2 contains 78872 members 
Entering Unmasked Estep 
Score: -6850430.000000 Penalty: 1124.089233
	Iteration 14Q: 3 clusters Score -6850430 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 75150 members 
Entering Unmasked Estep 
Score: -6851369.000000 Penalty: 1124.089233
	Iteration 15Q: 3 clusters Score -6851369 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160416 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -6852485.000000 Penalty: 1124.089233
	Iteration 16Q: 3 clusters Score -6852485 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164596 members 
Mstep: Class 2 contains 66972 members 
Entering Unmasked Estep 
Score: -6853696.000000 Penalty: 1124.089233
	Iteration 17Q: 3 clusters Score -6853696 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 62514 members 
Entering Unmasked Estep 
Score: -6855178.500000 Penalty: 1124.089233
	Iteration 18Q: 3 clusters Score -6855178 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173779 members 
Mstep: Class 2 contains 57789 members 
Entering Unmasked Estep 
Score: -6856778.500000 Penalty: 1124.089233
	Iteration 19Q: 3 clusters Score -6856778 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178729 members 
Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
Score: -6858741.000000 Penalty: 1124.089233
	Iteration 20F: 3 clusters Score -6858741 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183893 members 
Mstep: Class 2 contains 47675 members 
Entering Unmasked Estep 
Score: -6860802.000000 Penalty: 1124.089233
	Iteration 21Q: 3 clusters Score -6860802 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189217 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -6863183.500000 Penalty: 1124.089233
	Iteration 22Q: 3 clusters Score -6863184 nChanged 5220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194437 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -6865686.500000 Penalty: 1124.089233
	Iteration 23Q: 3 clusters Score -6865686 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199459 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -6868230.500000 Penalty: 1124.089233
	Iteration 24Q: 3 clusters Score -6868230 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204337 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -6870901.000000 Penalty: 1124.089233
	Iteration 25Q: 3 clusters Score -6870901 nChanged 4574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208911 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -6873522.500000 Penalty: 1124.089233
	Iteration 26Q: 3 clusters Score -6873522 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213083 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -6876034.000000 Penalty: 1124.089233
	Iteration 27Q: 3 clusters Score -6876034 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216867 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -6878468.000000 Penalty: 1124.089233
	Iteration 28Q: 3 clusters Score -6878468 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220074 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -6880672.000000 Penalty: 1124.089233
	Iteration 29Q: 3 clusters Score -6880672 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222679 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -6882401.500000 Penalty: 1124.089233
	Iteration 30Q: 3 clusters Score -6882402 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224747 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -6883746.500000 Penalty: 1124.089233
	Iteration 31Q: 3 clusters Score -6883746 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226324 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -6884729.500000 Penalty: 1124.089233
	Iteration 32Q: 3 clusters Score -6884730 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227493 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -6885462.000000 Penalty: 1124.089233
	Iteration 33Q: 3 clusters Score -6885462 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228340 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6886020.000000 Penalty: 1124.089233
	Iteration 34Q: 3 clusters Score -6886020 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228940 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -6886338.000000 Penalty: 1124.089233
	Iteration 35Q: 3 clusters Score -6886338 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229402 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -6886674.000000 Penalty: 1124.089233
	Iteration 36Q: 3 clusters Score -6886674 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229740 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6886867.000000 Penalty: 1124.089233
	Iteration 37Q: 3 clusters Score -6886867 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229968 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6886996.500000 Penalty: 1124.089233
	Iteration 38Q: 3 clusters Score -6886996 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230137 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6887079.500000 Penalty: 1124.089233
	Iteration 39Q: 3 clusters Score -6887080 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230260 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -6887148.000000 Penalty: 1124.089233
	Iteration 40F: 3 clusters Score -6887148 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230356 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -6887200.000000 Penalty: 1124.089233
	Iteration 41Q: 3 clusters Score -6887200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230429 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6887235.500000 Penalty: 1124.089233
	Iteration 42Q: 3 clusters Score -6887236 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230493 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6887256.000000 Penalty: 1124.089233
	Iteration 43Q: 3 clusters Score -6887256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230544 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -6887263.500000 Penalty: 1124.089233
	Iteration 44Q: 3 clusters Score -6887264 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230584 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6887288.500000 Penalty: 1124.089233
	Iteration 45Q: 3 clusters Score -6887288 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230611 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -6887290.000000 Penalty: 1124.089233
	Iteration 46Q: 3 clusters Score -6887290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230634 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -6887310.000000 Penalty: 1124.089233
	Iteration 47Q: 3 clusters Score -6887310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230651 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -6887305.500000 Penalty: 1124.089233
	Iteration 48Q: 3 clusters Score -6887306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230654 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6887304.000000 Penalty: 1124.089233
	Iteration 49Q: 3 clusters Score -6887304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230661 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6887310.500000 Penalty: 1124.089233
	Iteration 50Q: 3 clusters Score -6887310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230669 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6887306.500000 Penalty: 1124.089233
	Iteration 51Q: 3 clusters Score -6887306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230678 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6887298.000000 Penalty: 1124.089233
	Iteration 52Q: 3 clusters Score -6887298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230685 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -6887298.500000 Penalty: 1124.089233
	Iteration 53Q: 3 clusters Score -6887298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230694 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6887303.500000 Penalty: 1124.089233
	Iteration 54Q: 3 clusters Score -6887304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230701 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -6887306.500000 Penalty: 1124.089233
	Iteration 55Q: 3 clusters Score -6887306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230705 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -6887306.000000 Penalty: 1124.089233
	Iteration 56Q: 3 clusters Score -6887306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230710 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -6887303.500000 Penalty: 1124.089233
	Iteration 57Q: 3 clusters Score -6887304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230715 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6887309.500000 Penalty: 1124.089233
	Iteration 58Q: 3 clusters Score -6887310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230716 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6887305.500000 Penalty: 1124.089233
	Iteration 59Q: 3 clusters Score -6887306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230719 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6887308.000000 Penalty: 1124.089233
	Iteration 60F: 3 clusters Score -6887308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230717 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6887306.000000 Penalty: 1124.089233
	Iteration 61Q: 3 clusters Score -6887306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230717 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6887309.500000 Penalty: 1124.089233
	Iteration 62Q: 3 clusters Score -6887310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230719 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6887307.500000 Penalty: 1124.089233
	Iteration 63Q: 3 clusters Score -6887308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230722 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -6887312.000000 Penalty: 1124.089233
	Iteration 64Q: 3 clusters Score -6887312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230726 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -6887308.000000 Penalty: 1124.089233
	Iteration 65Q: 3 clusters Score -6887308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230729 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -6887313.000000 Penalty: 1124.089233
	Iteration 66Q: 3 clusters Score -6887313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230733 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -6887315.000000 Penalty: 1124.089233
	Iteration 67Q: 3 clusters Score -6887315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230739 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -6887323.500000 Penalty: 1124.089233
	Iteration 68Q: 3 clusters Score -6887324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230747 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6887329.000000 Penalty: 1124.089233
	Iteration 69Q: 3 clusters Score -6887329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230752 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6887331.500000 Penalty: 1124.089233
	Iteration 70Q: 3 clusters Score -6887332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230759 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -6887332.000000 Penalty: 1124.089233
	Iteration 71Q: 3 clusters Score -6887332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -6887324.500000 Penalty: 1124.089233
	Iteration 72Q: 3 clusters Score -6887324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230768 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6887327.000000 Penalty: 1124.089233
	Iteration 73Q: 3 clusters Score -6887327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6887325.000000 Penalty: 1124.089233
	Iteration 74Q: 3 clusters Score -6887325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6887327.000000 Penalty: 1124.089233
	Iteration 75Q: 3 clusters Score -6887327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6887327.000000 Penalty: 1124.089233
	Iteration 76F: 3 clusters Score -6887327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -81864.023438 Penalty: 354.907440
	Iteration 0F: 2 clusters Score -81864.02 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 1209 members 
Entering Unmasked Estep 
Score: -80120.335938 Penalty: 709.814880
	Iteration 0F: 3 clusters Score -80120.34 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -80726.960938 Penalty: 709.814880
	Iteration 1F: 3 clusters Score -80726.96 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -80820.289062 Penalty: 709.814880
	Iteration 2F: 3 clusters Score -80820.29 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -80883.437500 Penalty: 709.814880
	Iteration 3F: 3 clusters Score -80883.44 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -80941.382812 Penalty: 709.814880
	Iteration 4Q: 3 clusters Score -80941.38 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -81006.882812 Penalty: 709.814880
	Iteration 5Q: 3 clusters Score -81006.88 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -81082.867188 Penalty: 709.814880
	Iteration 6Q: 3 clusters Score -81082.87 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -81175.835938 Penalty: 709.814880
	Iteration 7Q: 3 clusters Score -81175.84 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -81266.062500 Penalty: 709.814880
	Iteration 8Q: 3 clusters Score -81266.06 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -81351.453125 Penalty: 709.814880
	Iteration 9Q: 3 clusters Score -81351.45 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -81420.734375 Penalty: 709.814880
	Iteration 10Q: 3 clusters Score -81420.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -81466.726562 Penalty: 709.814880
	Iteration 11Q: 3 clusters Score -81466.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -81499.945312 Penalty: 709.814880
	Iteration 12Q: 3 clusters Score -81499.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -81527.164062 Penalty: 709.814880
	Iteration 13Q: 3 clusters Score -81527.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -81550.695312 Penalty: 709.814880
	Iteration 14Q: 3 clusters Score -81550.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -81565.164062 Penalty: 709.814880
	Iteration 15Q: 3 clusters Score -81565.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -81572.203125 Penalty: 709.814880
	Iteration 16Q: 3 clusters Score -81572.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -81576.679688 Penalty: 709.814880
	Iteration 17Q: 3 clusters Score -81576.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81578.750000 Penalty: 709.814880
	Iteration 18Q: 3 clusters Score -81578.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -81580.101562 Penalty: 709.814880
	Iteration 19Q: 3 clusters Score -81580.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -81580.382812 Penalty: 709.814880
	Iteration 20F: 3 clusters Score -81580.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -81580.460938 Penalty: 709.814880
	Iteration 21Q: 3 clusters Score -81580.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -81580.460938 Penalty: 709.814880
	Iteration 22F: 3 clusters Score -81580.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Entering Unmasked Estep 
Score: -60911.558594 Penalty: 342.416626
	Iteration 0F: 2 clusters Score -60911.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -59540.335938 Penalty: 684.833252
	Iteration 0F: 3 clusters Score -59540.34 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -59964.296875 Penalty: 684.833252
	Iteration 1F: 3 clusters Score -59964.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -60054.535156 Penalty: 684.833252
	Iteration 2F: 3 clusters Score -60054.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -60141.957031 Penalty: 684.833252
	Iteration 3F: 3 clusters Score -60141.96 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -60245.179688 Penalty: 684.833252
	Iteration 4F: 3 clusters Score -60245.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -60342.250000 Penalty: 684.833252
	Iteration 5F: 3 clusters Score -60342.25 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -60444.601562 Penalty: 684.833252
	Iteration 6F: 3 clusters Score -60444.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -60528.539062 Penalty: 684.833252
	Iteration 7Q: 3 clusters Score -60528.54 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -60610.179688 Penalty: 684.833252
	Iteration 8Q: 3 clusters Score -60610.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -60645.363281 Penalty: 684.833252
	Iteration 9Q: 3 clusters Score -60645.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -60655.789062 Penalty: 684.833252
	Iteration 10Q: 3 clusters Score -60655.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -60659.996094 Penalty: 684.833252
	Iteration 11Q: 3 clusters Score -60660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -60662.394531 Penalty: 684.833252
	Iteration 12Q: 3 clusters Score -60662.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -60662.968750 Penalty: 684.833252
	Iteration 13Q: 3 clusters Score -60662.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -60662.968750 Penalty: 684.833252
	Iteration 14F: 3 clusters Score -60662.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Entering Unmasked Estep 
Score: -195418.093750 Penalty: 393.270020
	Iteration 0F: 2 clusters Score -195418.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -191605.453125 Penalty: 786.540039
	Iteration 0F: 3 clusters Score -191605.5 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -193046.046875 Penalty: 786.540039
	Iteration 1F: 3 clusters Score -193046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -193223.578125 Penalty: 786.540039
	Iteration 2F: 3 clusters Score -193223.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -193477.328125 Penalty: 786.540039
	Iteration 3F: 3 clusters Score -193477.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -193803.515625 Penalty: 786.540039
	Iteration 4F: 3 clusters Score -193803.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -194210.046875 Penalty: 786.540039
	Iteration 5F: 3 clusters Score -194210 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -194629.625000 Penalty: 786.540039
	Iteration 6F: 3 clusters Score -194629.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -194888.062500 Penalty: 786.540039
	Iteration 7Q: 3 clusters Score -194888.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -194991.312500 Penalty: 786.540039
	Iteration 8Q: 3 clusters Score -194991.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -195028.406250 Penalty: 786.540039
	Iteration 9Q: 3 clusters Score -195028.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -195056.609375 Penalty: 786.540039
	Iteration 10Q: 3 clusters Score -195056.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -195078.562500 Penalty: 786.540039
	Iteration 11Q: 3 clusters Score -195078.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -195100.140625 Penalty: 786.540039
	Iteration 12Q: 3 clusters Score -195100.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -195121.625000 Penalty: 786.540039
	Iteration 13Q: 3 clusters Score -195121.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -195138.546875 Penalty: 786.540039
	Iteration 14Q: 3 clusters Score -195138.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -195148.671875 Penalty: 786.540039
	Iteration 15Q: 3 clusters Score -195148.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -195158.265625 Penalty: 786.540039
	Iteration 16Q: 3 clusters Score -195158.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -195167.093750 Penalty: 786.540039
	Iteration 17Q: 3 clusters Score -195167.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -195176.843750 Penalty: 786.540039
	Iteration 18Q: 3 clusters Score -195176.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -195188.296875 Penalty: 786.540039
	Iteration 19Q: 3 clusters Score -195188.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -195203.453125 Penalty: 786.540039
	Iteration 20F: 3 clusters Score -195203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -195210.250000 Penalty: 786.540039
	Iteration 21Q: 3 clusters Score -195210.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -195215.718750 Penalty: 786.540039
	Iteration 22Q: 3 clusters Score -195215.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -195217.984375 Penalty: 786.540039
	Iteration 23Q: 3 clusters Score -195218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -195219.890625 Penalty: 786.540039
	Iteration 24Q: 3 clusters Score -195219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -195221.937500 Penalty: 786.540039
	Iteration 25Q: 3 clusters Score -195221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -195224.406250 Penalty: 786.540039
	Iteration 26Q: 3 clusters Score -195224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -195225.312500 Penalty: 786.540039
	Iteration 27Q: 3 clusters Score -195225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -195226.484375 Penalty: 786.540039
	Iteration 28Q: 3 clusters Score -195226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -195227.859375 Penalty: 786.540039
	Iteration 29Q: 3 clusters Score -195227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -195229.703125 Penalty: 786.540039
	Iteration 30Q: 3 clusters Score -195229.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -195231.734375 Penalty: 786.540039
	Iteration 31Q: 3 clusters Score -195231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -195232.312500 Penalty: 786.540039
	Iteration 32Q: 3 clusters Score -195232.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -195232.953125 Penalty: 786.540039
	Iteration 33Q: 3 clusters Score -195233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -195233.390625 Penalty: 786.540039
	Iteration 34Q: 3 clusters Score -195233.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -195234.890625 Penalty: 786.540039
	Iteration 35Q: 3 clusters Score -195234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -195237.093750 Penalty: 786.540039
	Iteration 36Q: 3 clusters Score -195237.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -195239.390625 Penalty: 786.540039
	Iteration 37Q: 3 clusters Score -195239.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -195241.343750 Penalty: 786.540039
	Iteration 38Q: 3 clusters Score -195241.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -195242.421875 Penalty: 786.540039
	Iteration 39Q: 3 clusters Score -195242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -195243.515625 Penalty: 786.540039
	Iteration 40F: 3 clusters Score -195243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -195245.234375 Penalty: 786.540039
	Iteration 41Q: 3 clusters Score -195245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -195246.906250 Penalty: 786.540039
	Iteration 42Q: 3 clusters Score -195246.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -195247.359375 Penalty: 786.540039
	Iteration 43Q: 3 clusters Score -195247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -195249.265625 Penalty: 786.540039
	Iteration 44Q: 3 clusters Score -195249.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -195250.906250 Penalty: 786.540039
	Iteration 45Q: 3 clusters Score -195250.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -195250.921875 Penalty: 786.540039
	Iteration 46Q: 3 clusters Score -195250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -195251.593750 Penalty: 786.540039
	Iteration 47Q: 3 clusters Score -195251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -195251.437500 Penalty: 786.540039
	Iteration 48Q: 3 clusters Score -195251.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -195251.437500 Penalty: 786.540039
	Iteration 49F: 3 clusters Score -195251.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Entering Unmasked Estep 
Score: -510828.281250 Penalty: 440.338898
	Iteration 0F: 2 clusters Score -510828.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -500171.937500 Penalty: 880.677795
	Iteration 0F: 3 clusters Score -500171.9 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -504803.406250 Penalty: 880.677795
	Iteration 1F: 3 clusters Score -504803.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -505410.906250 Penalty: 880.677795
	Iteration 2F: 3 clusters Score -505410.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -506213.468750 Penalty: 880.677795
	Iteration 3F: 3 clusters Score -506213.5 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -507181.500000 Penalty: 880.677795
	Iteration 4F: 3 clusters Score -507181.5 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -507981.187500 Penalty: 880.677795
	Iteration 5F: 3 clusters Score -507981.2 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -508441.531250 Penalty: 880.677795
	Iteration 6F: 3 clusters Score -508441.5 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -508642.281250 Penalty: 880.677795
	Iteration 7Q: 3 clusters Score -508642.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -508766.187500 Penalty: 880.677795
	Iteration 8Q: 3 clusters Score -508766.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -508882.375000 Penalty: 880.677795
	Iteration 9Q: 3 clusters Score -508882.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -509010.093750 Penalty: 880.677795
	Iteration 10Q: 3 clusters Score -509010.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -509117.250000 Penalty: 880.677795
	Iteration 11Q: 3 clusters Score -509117.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -509205.812500 Penalty: 880.677795
	Iteration 12Q: 3 clusters Score -509205.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -509293.156250 Penalty: 880.677795
	Iteration 13Q: 3 clusters Score -509293.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -509355.375000 Penalty: 880.677795
	Iteration 14Q: 3 clusters Score -509355.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -509394.656250 Penalty: 880.677795
	Iteration 15Q: 3 clusters Score -509394.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -509420.812500 Penalty: 880.677795
	Iteration 16Q: 3 clusters Score -509420.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -509446.718750 Penalty: 880.677795
	Iteration 17Q: 3 clusters Score -509446.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -509464.062500 Penalty: 880.677795
	Iteration 18Q: 3 clusters Score -509464.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -509481.812500 Penalty: 880.677795
	Iteration 19Q: 3 clusters Score -509481.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -509495.437500 Penalty: 880.677795
	Iteration 20F: 3 clusters Score -509495.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -509506.125000 Penalty: 880.677795
	Iteration 21Q: 3 clusters Score -509506.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -509519.718750 Penalty: 880.677795
	Iteration 22Q: 3 clusters Score -509519.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -509528.031250 Penalty: 880.677795
	Iteration 23Q: 3 clusters Score -509528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -509539.687500 Penalty: 880.677795
	Iteration 24Q: 3 clusters Score -509539.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -509549.750000 Penalty: 880.677795
	Iteration 25Q: 3 clusters Score -509549.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -509557.281250 Penalty: 880.677795
	Iteration 26Q: 3 clusters Score -509557.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -509570.125000 Penalty: 880.677795
	Iteration 27Q: 3 clusters Score -509570.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -509580.750000 Penalty: 880.677795
	Iteration 28Q: 3 clusters Score -509580.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -509590.937500 Penalty: 880.677795
	Iteration 29Q: 3 clusters Score -509590.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -509601.843750 Penalty: 880.677795
	Iteration 30Q: 3 clusters Score -509601.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -509610.687500 Penalty: 880.677795
	Iteration 31Q: 3 clusters Score -509610.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -509623.156250 Penalty: 880.677795
	Iteration 32Q: 3 clusters Score -509623.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -509635.812500 Penalty: 880.677795
	Iteration 33Q: 3 clusters Score -509635.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -509645.500000 Penalty: 880.677795
	Iteration 34Q: 3 clusters Score -509645.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -509666.531250 Penalty: 880.677795
	Iteration 35Q: 3 clusters Score -509666.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -509687.343750 Penalty: 880.677795
	Iteration 36Q: 3 clusters Score -509687.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -509710.781250 Penalty: 880.677795
	Iteration 37Q: 3 clusters Score -509710.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -509737.500000 Penalty: 880.677795
	Iteration 38Q: 3 clusters Score -509737.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -509762.781250 Penalty: 880.677795
	Iteration 39Q: 3 clusters Score -509762.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -509785.812500 Penalty: 880.677795
	Iteration 40F: 3 clusters Score -509785.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -509803.562500 Penalty: 880.677795
	Iteration 41Q: 3 clusters Score -509803.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -509824.562500 Penalty: 880.677795
	Iteration 42Q: 3 clusters Score -509824.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -509845.218750 Penalty: 880.677795
	Iteration 43Q: 3 clusters Score -509845.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -509864.000000 Penalty: 880.677795
	Iteration 44Q: 3 clusters Score -509864 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -509890.562500 Penalty: 880.677795
	Iteration 45Q: 3 clusters Score -509890.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -509918.218750 Penalty: 880.677795
	Iteration 46Q: 3 clusters Score -509918.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -509938.843750 Penalty: 880.677795
	Iteration 47Q: 3 clusters Score -509938.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -509954.093750 Penalty: 880.677795
	Iteration 48Q: 3 clusters Score -509954.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -509973.562500 Penalty: 880.677795
	Iteration 49Q: 3 clusters Score -509973.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -509991.625000 Penalty: 880.677795
	Iteration 50Q: 3 clusters Score -509991.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -510009.562500 Penalty: 880.677795
	Iteration 51Q: 3 clusters Score -510009.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -510028.750000 Penalty: 880.677795
	Iteration 52Q: 3 clusters Score -510028.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -510046.843750 Penalty: 880.677795
	Iteration 53Q: 3 clusters Score -510046.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -510067.843750 Penalty: 880.677795
	Iteration 54Q: 3 clusters Score -510067.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -510089.906250 Penalty: 880.677795
	Iteration 55Q: 3 clusters Score -510089.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -510110.812500 Penalty: 880.677795
	Iteration 56Q: 3 clusters Score -510110.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -510136.656250 Penalty: 880.677795
	Iteration 57Q: 3 clusters Score -510136.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -510157.437500 Penalty: 880.677795
	Iteration 58Q: 3 clusters Score -510157.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -510181.156250 Penalty: 880.677795
	Iteration 59Q: 3 clusters Score -510181.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -510209.062500 Penalty: 880.677795
	Iteration 60F: 3 clusters Score -510209.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -510241.312500 Penalty: 880.677795
	Iteration 61Q: 3 clusters Score -510241.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -510266.312500 Penalty: 880.677795
	Iteration 62Q: 3 clusters Score -510266.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -510287.625000 Penalty: 880.677795
	Iteration 63Q: 3 clusters Score -510287.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -510307.000000 Penalty: 880.677795
	Iteration 64Q: 3 clusters Score -510307 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -510315.781250 Penalty: 880.677795
	Iteration 65Q: 3 clusters Score -510315.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -510326.812500 Penalty: 880.677795
	Iteration 66Q: 3 clusters Score -510326.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -510339.593750 Penalty: 880.677795
	Iteration 67Q: 3 clusters Score -510339.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -510353.968750 Penalty: 880.677795
	Iteration 68Q: 3 clusters Score -510354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -510370.218750 Penalty: 880.677795
	Iteration 69Q: 3 clusters Score -510370.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -510383.812500 Penalty: 880.677795
	Iteration 70Q: 3 clusters Score -510383.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -510395.468750 Penalty: 880.677795
	Iteration 71Q: 3 clusters Score -510395.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -510403.031250 Penalty: 880.677795
	Iteration 72Q: 3 clusters Score -510403 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -510413.500000 Penalty: 880.677795
	Iteration 73Q: 3 clusters Score -510413.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -510426.562500 Penalty: 880.677795
	Iteration 74Q: 3 clusters Score -510426.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -510435.437500 Penalty: 880.677795
	Iteration 75Q: 3 clusters Score -510435.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -510443.468750 Penalty: 880.677795
	Iteration 76Q: 3 clusters Score -510443.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -510457.250000 Penalty: 880.677795
	Iteration 77Q: 3 clusters Score -510457.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -510468.531250 Penalty: 880.677795
	Iteration 78Q: 3 clusters Score -510468.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -510473.156250 Penalty: 880.677795
	Iteration 79Q: 3 clusters Score -510473.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -510475.937500 Penalty: 880.677795
	Iteration 80F: 3 clusters Score -510475.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -510479.125000 Penalty: 880.677795
	Iteration 81Q: 3 clusters Score -510479.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -510481.625000 Penalty: 880.677795
	Iteration 82Q: 3 clusters Score -510481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -510484.468750 Penalty: 880.677795
	Iteration 83Q: 3 clusters Score -510484.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -510486.187500 Penalty: 880.677795
	Iteration 84Q: 3 clusters Score -510486.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -510488.593750 Penalty: 880.677795
	Iteration 85Q: 3 clusters Score -510488.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -510490.156250 Penalty: 880.677795
	Iteration 86Q: 3 clusters Score -510490.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -510490.468750 Penalty: 880.677795
	Iteration 87Q: 3 clusters Score -510490.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -510490.781250 Penalty: 880.677795
	Iteration 88Q: 3 clusters Score -510490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -510490.968750 Penalty: 880.677795
	Iteration 89Q: 3 clusters Score -510491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -510490.562500 Penalty: 880.677795
	Iteration 90Q: 3 clusters Score -510490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -510492.625000 Penalty: 880.677795
	Iteration 91Q: 3 clusters Score -510492.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -510493.875000 Penalty: 880.677795
	Iteration 92Q: 3 clusters Score -510493.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -510495.437500 Penalty: 880.677795
	Iteration 93Q: 3 clusters Score -510495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -510495.843750 Penalty: 880.677795
	Iteration 94Q: 3 clusters Score -510495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -510495.718750 Penalty: 880.677795
	Iteration 95Q: 3 clusters Score -510495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -510497.812500 Penalty: 880.677795
	Iteration 96Q: 3 clusters Score -510497.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -510499.000000 Penalty: 880.677795
	Iteration 97Q: 3 clusters Score -510499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -510501.875000 Penalty: 880.677795
	Iteration 98Q: 3 clusters Score -510501.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -510503.500000 Penalty: 880.677795
	Iteration 99Q: 3 clusters Score -510503.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -510506.281250 Penalty: 880.677795
	Iteration 100F: 3 clusters Score -510506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -510506.718750 Penalty: 880.677795
	Iteration 101Q: 3 clusters Score -510506.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -510507.750000 Penalty: 880.677795
	Iteration 102Q: 3 clusters Score -510507.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -510509.562500 Penalty: 880.677795
	Iteration 103Q: 3 clusters Score -510509.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -510511.750000 Penalty: 880.677795
	Iteration 104Q: 3 clusters Score -510511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -510513.531250 Penalty: 880.677795
	Iteration 105Q: 3 clusters Score -510513.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15413 members 
Entering Unmasked Estep 
Score: -510515.375000 Penalty: 880.677795
	Iteration 106Q: 3 clusters Score -510515.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -510517.375000 Penalty: 880.677795
	Iteration 107Q: 3 clusters Score -510517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -510519.156250 Penalty: 880.677795
	Iteration 108Q: 3 clusters Score -510519.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -510520.906250 Penalty: 880.677795
	Iteration 109Q: 3 clusters Score -510520.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -510521.906250 Penalty: 880.677795
	Iteration 110Q: 3 clusters Score -510521.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -510524.156250 Penalty: 880.677795
	Iteration 111Q: 3 clusters Score -510524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -510525.187500 Penalty: 880.677795
	Iteration 112Q: 3 clusters Score -510525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -510525.000000 Penalty: 880.677795
	Iteration 113Q: 3 clusters Score -510525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -510525.968750 Penalty: 880.677795
	Iteration 114Q: 3 clusters Score -510526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -510525.656250 Penalty: 880.677795
	Iteration 115Q: 3 clusters Score -510525.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -510526.343750 Penalty: 880.677795
	Iteration 116Q: 3 clusters Score -510526.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -510526.406250 Penalty: 880.677795
	Iteration 117Q: 3 clusters Score -510526.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -510526.406250 Penalty: 880.677795
	Iteration 118F: 3 clusters Score -510526.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Entering Unmasked Estep 
Score: -92847.757812 Penalty: 368.942383
	Iteration 0F: 2 clusters Score -92847.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -90574.679688 Penalty: 737.884766
	Iteration 0F: 3 clusters Score -90574.68 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -91612.328125 Penalty: 737.884766
	Iteration 1F: 3 clusters Score -91612.33 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -91881.703125 Penalty: 737.884766
	Iteration 2F: 3 clusters Score -91881.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -92093.804688 Penalty: 737.884766
	Iteration 3F: 3 clusters Score -92093.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -92290.390625 Penalty: 737.884766
	Iteration 4F: 3 clusters Score -92290.39 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -92440.781250 Penalty: 737.884766
	Iteration 5F: 3 clusters Score -92440.78 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -92546.156250 Penalty: 737.884766
	Iteration 6F: 3 clusters Score -92546.16 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -92602.554688 Penalty: 737.884766
	Iteration 7Q: 3 clusters Score -92602.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -92647.328125 Penalty: 737.884766
	Iteration 8Q: 3 clusters Score -92647.33 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -92680.992188 Penalty: 737.884766
	Iteration 9Q: 3 clusters Score -92680.99 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -92711.781250 Penalty: 737.884766
	Iteration 10Q: 3 clusters Score -92711.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -92744.226562 Penalty: 737.884766
	Iteration 11Q: 3 clusters Score -92744.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -92765.632812 Penalty: 737.884766
	Iteration 12Q: 3 clusters Score -92765.63 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -92779.367188 Penalty: 737.884766
	Iteration 13Q: 3 clusters Score -92779.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -92789.218750 Penalty: 737.884766
	Iteration 14Q: 3 clusters Score -92789.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -92795.734375 Penalty: 737.884766
	Iteration 15Q: 3 clusters Score -92795.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -92800.164062 Penalty: 737.884766
	Iteration 16Q: 3 clusters Score -92800.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -92802.164062 Penalty: 737.884766
	Iteration 17Q: 3 clusters Score -92802.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -92803.968750 Penalty: 737.884766
	Iteration 18Q: 3 clusters Score -92803.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -92804.515625 Penalty: 737.884766
	Iteration 19Q: 3 clusters Score -92804.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -92804.960938 Penalty: 737.884766
	Iteration 20F: 3 clusters Score -92804.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -92805.015625 Penalty: 737.884766
	Iteration 21Q: 3 clusters Score -92805.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -92805.109375 Penalty: 737.884766
	Iteration 22Q: 3 clusters Score -92805.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -92805.351562 Penalty: 737.884766
	Iteration 23Q: 3 clusters Score -92805.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -92805.476562 Penalty: 737.884766
	Iteration 24Q: 3 clusters Score -92805.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -92805.687500 Penalty: 737.884766
	Iteration 25Q: 3 clusters Score -92805.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -92805.890625 Penalty: 737.884766
	Iteration 26Q: 3 clusters Score -92805.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -92806.531250 Penalty: 737.884766
	Iteration 27Q: 3 clusters Score -92806.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -92807.601562 Penalty: 737.884766
	Iteration 28Q: 3 clusters Score -92807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92808.773438 Penalty: 737.884766
	Iteration 29Q: 3 clusters Score -92808.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -92809.507812 Penalty: 737.884766
	Iteration 30Q: 3 clusters Score -92809.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -92810.062500 Penalty: 737.884766
	Iteration 31Q: 3 clusters Score -92810.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -92810.242188 Penalty: 737.884766
	Iteration 32Q: 3 clusters Score -92810.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -92810.726562 Penalty: 737.884766
	Iteration 33Q: 3 clusters Score -92810.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -92811.195312 Penalty: 737.884766
	Iteration 34Q: 3 clusters Score -92811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -92811.515625 Penalty: 737.884766
	Iteration 35Q: 3 clusters Score -92811.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -92811.765625 Penalty: 737.884766
	Iteration 36Q: 3 clusters Score -92811.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -92811.718750 Penalty: 737.884766
	Iteration 37Q: 3 clusters Score -92811.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -92812.093750 Penalty: 737.884766
	Iteration 38Q: 3 clusters Score -92812.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -92812.195312 Penalty: 737.884766
	Iteration 39Q: 3 clusters Score -92812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -92812.328125 Penalty: 737.884766
	Iteration 40F: 3 clusters Score -92812.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -92812.664062 Penalty: 737.884766
	Iteration 41Q: 3 clusters Score -92812.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -92813.921875 Penalty: 737.884766
	Iteration 42Q: 3 clusters Score -92813.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -92814.179688 Penalty: 737.884766
	Iteration 43Q: 3 clusters Score -92814.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -92814.921875 Penalty: 737.884766
	Iteration 44Q: 3 clusters Score -92814.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -92815.101562 Penalty: 737.884766
	Iteration 45Q: 3 clusters Score -92815.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -92815.367188 Penalty: 737.884766
	Iteration 46Q: 3 clusters Score -92815.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -92815.898438 Penalty: 737.884766
	Iteration 47Q: 3 clusters Score -92815.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -92816.914062 Penalty: 737.884766
	Iteration 48Q: 3 clusters Score -92816.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -92818.406250 Penalty: 737.884766
	Iteration 49Q: 3 clusters Score -92818.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -92818.625000 Penalty: 737.884766
	Iteration 50Q: 3 clusters Score -92818.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -92819.125000 Penalty: 737.884766
	Iteration 51Q: 3 clusters Score -92819.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -92819.601562 Penalty: 737.884766
	Iteration 52Q: 3 clusters Score -92819.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -92820.195312 Penalty: 737.884766
	Iteration 53Q: 3 clusters Score -92820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -92820.929688 Penalty: 737.884766
	Iteration 54Q: 3 clusters Score -92820.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -92821.718750 Penalty: 737.884766
	Iteration 55Q: 3 clusters Score -92821.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -92821.976562 Penalty: 737.884766
	Iteration 56Q: 3 clusters Score -92821.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -92821.953125 Penalty: 737.884766
	Iteration 57Q: 3 clusters Score -92821.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -92822.398438 Penalty: 737.884766
	Iteration 58Q: 3 clusters Score -92822.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -92822.945312 Penalty: 737.884766
	Iteration 59Q: 3 clusters Score -92822.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -92823.031250 Penalty: 737.884766
	Iteration 60F: 3 clusters Score -92823.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -92823.367188 Penalty: 737.884766
	Iteration 61Q: 3 clusters Score -92823.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -92823.296875 Penalty: 737.884766
	Iteration 62Q: 3 clusters Score -92823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -92823.289062 Penalty: 737.884766
	Iteration 63Q: 3 clusters Score -92823.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -92823.289062 Penalty: 737.884766
	Iteration 64F: 3 clusters Score -92823.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Entering Unmasked Estep 
Score: -111298.234375 Penalty: 372.217346
	Iteration 0F: 2 clusters Score -111298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -108900.671875 Penalty: 744.434692
	Iteration 0F: 3 clusters Score -108900.7 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -109756.031250 Penalty: 744.434692
	Iteration 1F: 3 clusters Score -109756 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -109939.210938 Penalty: 744.434692
	Iteration 2F: 3 clusters Score -109939.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -110139.804688 Penalty: 744.434692
	Iteration 3F: 3 clusters Score -110139.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -110336.421875 Penalty: 744.434692
	Iteration 4F: 3 clusters Score -110336.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -110479.304688 Penalty: 744.434692
	Iteration 5F: 3 clusters Score -110479.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -110562.359375 Penalty: 744.434692
	Iteration 6Q: 3 clusters Score -110562.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -110605.656250 Penalty: 744.434692
	Iteration 7Q: 3 clusters Score -110605.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -110628.320312 Penalty: 744.434692
	Iteration 8Q: 3 clusters Score -110628.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -110645.742188 Penalty: 744.434692
	Iteration 9Q: 3 clusters Score -110645.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -110657.171875 Penalty: 744.434692
	Iteration 10Q: 3 clusters Score -110657.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -110667.929688 Penalty: 744.434692
	Iteration 11Q: 3 clusters Score -110667.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -110682.414062 Penalty: 744.434692
	Iteration 12Q: 3 clusters Score -110682.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -110693.953125 Penalty: 744.434692
	Iteration 13Q: 3 clusters Score -110694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -110706.203125 Penalty: 744.434692
	Iteration 14Q: 3 clusters Score -110706.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -110718.171875 Penalty: 744.434692
	Iteration 15Q: 3 clusters Score -110718.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -110724.679688 Penalty: 744.434692
	Iteration 16Q: 3 clusters Score -110724.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -110732.039062 Penalty: 744.434692
	Iteration 17Q: 3 clusters Score -110732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -110736.859375 Penalty: 744.434692
	Iteration 18Q: 3 clusters Score -110736.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -110741.046875 Penalty: 744.434692
	Iteration 19Q: 3 clusters Score -110741 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -110744.992188 Penalty: 744.434692
	Iteration 20F: 3 clusters Score -110745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -110749.679688 Penalty: 744.434692
	Iteration 21Q: 3 clusters Score -110749.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -110755.343750 Penalty: 744.434692
	Iteration 22Q: 3 clusters Score -110755.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -110762.414062 Penalty: 744.434692
	Iteration 23Q: 3 clusters Score -110762.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -110769.257812 Penalty: 744.434692
	Iteration 24Q: 3 clusters Score -110769.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -110775.593750 Penalty: 744.434692
	Iteration 25Q: 3 clusters Score -110775.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -110779.656250 Penalty: 744.434692
	Iteration 26Q: 3 clusters Score -110779.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -110781.320312 Penalty: 744.434692
	Iteration 27Q: 3 clusters Score -110781.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -110782.000000 Penalty: 744.434692
	Iteration 28Q: 3 clusters Score -110782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -110782.773438 Penalty: 744.434692
	Iteration 29Q: 3 clusters Score -110782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -110783.335938 Penalty: 744.434692
	Iteration 30Q: 3 clusters Score -110783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -110783.703125 Penalty: 744.434692
	Iteration 31Q: 3 clusters Score -110783.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -110784.585938 Penalty: 744.434692
	Iteration 32Q: 3 clusters Score -110784.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -110785.210938 Penalty: 744.434692
	Iteration 33Q: 3 clusters Score -110785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -110788.101562 Penalty: 744.434692
	Iteration 34Q: 3 clusters Score -110788.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -110790.617188 Penalty: 744.434692
	Iteration 35Q: 3 clusters Score -110790.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -110791.203125 Penalty: 744.434692
	Iteration 36Q: 3 clusters Score -110791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -110791.109375 Penalty: 744.434692
	Iteration 37Q: 3 clusters Score -110791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -110791.132812 Penalty: 744.434692
	Iteration 38Q: 3 clusters Score -110791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -110791.437500 Penalty: 744.434692
	Iteration 39Q: 3 clusters Score -110791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -110791.437500 Penalty: 744.434692
	Iteration 40F: 3 clusters Score -110791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (42494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Entering Unmasked Estep 
Score: -1359997.875000 Penalty: 484.898865
	Iteration 0F: 2 clusters Score -1359998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -1331593.875000 Penalty: 969.797729
	Iteration 0F: 3 clusters Score -1331594 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -1345830.375000 Penalty: 969.797729
	Iteration 1F: 3 clusters Score -1345830 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -1348346.125000 Penalty: 969.797729
	Iteration 2F: 3 clusters Score -1348346 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -1351849.625000 Penalty: 969.797729
	Iteration 3F: 3 clusters Score -1351850 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -1355306.125000 Penalty: 969.797729
	Iteration 4F: 3 clusters Score -1355306 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -1357361.125000 Penalty: 969.797729
	Iteration 5Q: 3 clusters Score -1357361 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -1358313.375000 Penalty: 969.797729
	Iteration 6Q: 3 clusters Score -1358313 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 40915 members 
Entering Unmasked Estep 
Score: -1358755.375000 Penalty: 969.797729
	Iteration 7Q: 3 clusters Score -1358755 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -1359028.625000 Penalty: 969.797729
	Iteration 8Q: 3 clusters Score -1359029 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -1359193.375000 Penalty: 969.797729
	Iteration 9Q: 3 clusters Score -1359193 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -1359301.625000 Penalty: 969.797729
	Iteration 10Q: 3 clusters Score -1359302 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -1359400.125000 Penalty: 969.797729
	Iteration 11Q: 3 clusters Score -1359400 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -1359474.250000 Penalty: 969.797729
	Iteration 12Q: 3 clusters Score -1359474 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -1359516.625000 Penalty: 969.797729
	Iteration 13Q: 3 clusters Score -1359517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -1359548.000000 Penalty: 969.797729
	Iteration 14Q: 3 clusters Score -1359548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -1359570.250000 Penalty: 969.797729
	Iteration 15Q: 3 clusters Score -1359570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 42276 members 
Entering Unmasked Estep 
Score: -1359582.375000 Penalty: 969.797729
	Iteration 16Q: 3 clusters Score -1359582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -1359592.250000 Penalty: 969.797729
	Iteration 17Q: 3 clusters Score -1359592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 42306 members 
Entering Unmasked Estep 
Score: -1359595.500000 Penalty: 969.797729
	Iteration 18Q: 3 clusters Score -1359596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -1359598.250000 Penalty: 969.797729
	Iteration 19Q: 3 clusters Score -1359598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -1359599.000000 Penalty: 969.797729
	Iteration 20F: 3 clusters Score -1359599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -1359601.375000 Penalty: 969.797729
	Iteration 21Q: 3 clusters Score -1359601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -1359602.250000 Penalty: 969.797729
	Iteration 22Q: 3 clusters Score -1359602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -1359602.375000 Penalty: 969.797729
	Iteration 23Q: 3 clusters Score -1359602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -1359604.125000 Penalty: 969.797729
	Iteration 24Q: 3 clusters Score -1359604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -1359606.250000 Penalty: 969.797729
	Iteration 25Q: 3 clusters Score -1359606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 42327 members 
Entering Unmasked Estep 
Score: -1359606.250000 Penalty: 969.797729
	Iteration 26F: 3 clusters Score -1359606 nChanged 0
21->18 Clusters: Score -21496298.000000, best is -21497426.000000

Starting from 22 clusters...
--- Clustering full data set of 726864 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 34674 members 
Mstep: Class 3 contains 34933 members 
Mstep: Class 4 contains 34716 members 
Mstep: Class 5 contains 34436 members 
Mstep: Class 6 contains 34371 members 
Mstep: Class 7 contains 34837 members 
Mstep: Class 8 contains 34803 members 
Mstep: Class 9 contains 34598 members 
Mstep: Class 10 contains 34534 members 
Mstep: Class 11 contains 34821 members 
Mstep: Class 12 contains 34692 members 
Mstep: Class 13 contains 34840 members 
Mstep: Class 14 contains 34352 members 
Mstep: Class 15 contains 34620 members 
Mstep: Class 16 contains 34629 members 
Mstep: Class 17 contains 34880 members 
Mstep: Class 18 contains 34275 members 
Mstep: Class 19 contains 34358 members 
Mstep: Class 20 contains 34846 members 
Mstep: Class 21 contains 34460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 161.642151 but Gain 614.090820
Score: -18860624.000000 Penalty: 12281.809570
Iteration 0F: 21 clusters Score -1.886062e+07 nChanged 690390
Entering Unmasked Mstep 
Mstep: Class 0 contains 468 members 
Mstep: Class 1 contains 67477 members 
Mstep: Class 2 contains 92046 members 
Mstep: Class 3 contains 17035 members 
Mstep: Class 4 contains 15901 members 
Mstep: Class 5 contains 29195 members 
Mstep: Class 6 contains 15457 members 
Mstep: Class 7 contains 122279 members 
Mstep: Class 8 contains 28303 members 
Mstep: Class 9 contains 13346 members 
Mstep: Class 11 contains 23955 members 
Mstep: Class 12 contains 20607 members 
Mstep: Class 13 contains 23014 members 
Mstep: Class 14 contains 42689 members 
Mstep: Class 15 contains 12934 members 
Mstep: Class 16 contains 50629 members 
Mstep: Class 17 contains 18567 members 
Mstep: Class 18 contains 21456 members 
Mstep: Class 19 contains 27887 members 
Mstep: Class 20 contains 72219 members 
Mstep: Class 21 contains 11400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20673710.000000 Penalty: 12281.809570
Iteration 1F: 21 clusters Score -2.067371e+07 nChanged 205029
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 55401 members 
Mstep: Class 2 contains 102808 members 
Mstep: Class 3 contains 11081 members 
Mstep: Class 4 contains 12754 members 
Mstep: Class 5 contains 23311 members 
Mstep: Class 6 contains 11101 members 
Mstep: Class 7 contains 156278 members 
Mstep: Class 8 contains 24915 members 
Mstep: Class 9 contains 12521 members 
Mstep: Class 11 contains 19804 members 
Mstep: Class 12 contains 20143 members 
Mstep: Class 13 contains 21479 members 
Mstep: Class 14 contains 42786 members 
Mstep: Class 15 contains 9014 members 
Mstep: Class 16 contains 63327 members 
Mstep: Class 17 contains 11271 members 
Mstep: Class 18 contains 25122 members 
Mstep: Class 19 contains 26300 members 
Mstep: Class 20 contains 70683 members 
Mstep: Class 21 contains 6715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20882944.000000 Penalty: 12281.809570
Iteration 2F: 21 clusters Score -2.088294e+07 nChanged 137964
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 109833 members 
Mstep: Class 3 contains 7827 members 
Mstep: Class 4 contains 9745 members 
Mstep: Class 5 contains 17582 members 
Mstep: Class 6 contains 8344 members 
Mstep: Class 7 contains 183043 members 
Mstep: Class 8 contains 21675 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 11 contains 16239 members 
Mstep: Class 12 contains 21529 members 
Mstep: Class 13 contains 18037 members 
Mstep: Class 14 contains 41020 members 
Mstep: Class 15 contains 7452 members 
Mstep: Class 16 contains 73665 members 
Mstep: Class 17 contains 8627 members 
Mstep: Class 18 contains 33621 members 
Mstep: Class 19 contains 26024 members 
Mstep: Class 20 contains 60269 members 
Mstep: Class 21 contains 4464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21019302.000000 Penalty: 12281.809570
Iteration 3F: 21 clusters Score -2.10193e+07 nChanged 114017
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 113899 members 
Mstep: Class 3 contains 5378 members 
Mstep: Class 4 contains 6651 members 
Mstep: Class 5 contains 12601 members 
Mstep: Class 6 contains 6104 members 
Mstep: Class 7 contains 211289 members 
Mstep: Class 8 contains 18521 members 
Mstep: Class 9 contains 14083 members 
Mstep: Class 11 contains 12869 members 
Mstep: Class 12 contains 22153 members 
Mstep: Class 13 contains 14236 members 
Mstep: Class 14 contains 40103 members 
Mstep: Class 15 contains 6651 members 
Mstep: Class 16 contains 79924 members 
Mstep: Class 17 contains 7837 members 
Mstep: Class 18 contains 45286 members 
Mstep: Class 19 contains 24971 members 
Mstep: Class 20 contains 45566 members 
Mstep: Class 21 contains 3002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21131386.000000 Penalty: 12281.809570
Iteration 4F: 21 clusters Score -2.113139e+07 nChanged 97173
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 116924 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 4075 members 
Mstep: Class 5 contains 8899 members 
Mstep: Class 6 contains 3947 members 
Mstep: Class 7 contains 240638 members 
Mstep: Class 8 contains 15367 members 
Mstep: Class 9 contains 14683 members 
Mstep: Class 11 contains 9494 members 
Mstep: Class 12 contains 21070 members 
Mstep: Class 13 contains 10947 members 
Mstep: Class 14 contains 40549 members 
Mstep: Class 15 contains 6366 members 
Mstep: Class 16 contains 83041 members 
Mstep: Class 17 contains 7270 members 
Mstep: Class 18 contains 56399 members 
Mstep: Class 19 contains 22476 members 
Mstep: Class 20 contains 30108 members 
Mstep: Class 21 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21222474.000000 Penalty: 12281.809570
Iteration 5F: 21 clusters Score -2.122247e+07 nChanged 79038
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 120108 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 6201 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 7 contains 266127 members 
Mstep: Class 8 contains 12335 members 
Mstep: Class 9 contains 15121 members 
Mstep: Class 11 contains 6458 members 
Mstep: Class 12 contains 18782 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 40836 members 
Mstep: Class 15 contains 6511 members 
Mstep: Class 16 contains 83251 members 
Mstep: Class 17 contains 6548 members 
Mstep: Class 18 contains 65209 members 
Mstep: Class 19 contains 19161 members 
Mstep: Class 20 contains 18169 members 
Mstep: Class 21 contains 1123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21288312.000000 Penalty: 12281.809570
Iteration 6F: 21 clusters Score -2.128831e+07 nChanged 61345
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 123842 members 
Mstep: Class 3 contains 1420 members 
Mstep: Class 4 contains 1211 members 
Mstep: Class 5 contains 4373 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 285518 members 
Mstep: Class 8 contains 9794 members 
Mstep: Class 9 contains 15636 members 
Mstep: Class 11 contains 4015 members 
Mstep: Class 12 contains 16284 members 
Mstep: Class 13 contains 6519 members 
Mstep: Class 14 contains 40313 members 
Mstep: Class 15 contains 6652 members 
Mstep: Class 16 contains 81333 members 
Mstep: Class 17 contains 5744 members 
Mstep: Class 18 contains 71591 members 
Mstep: Class 19 contains 15737 members 
Mstep: Class 20 contains 10773 members 
Mstep: Class 21 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 400.043854 but Gain 614.089844
Score: -21332982.000000 Penalty: 11667.719727
Iteration 7F: 20 clusters Score -2.133298e+07 nChanged 46551
Entering Unmasked Mstep 
Mstep: Class 0 contains 62 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 127119 members 
Mstep: Class 3 contains 1042 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 3130 members 
Mstep: Class 7 contains 299859 members 
Mstep: Class 8 contains 8021 members 
Mstep: Class 9 contains 16340 members 
Mstep: Class 11 contains 2372 members 
Mstep: Class 12 contains 14299 members 
Mstep: Class 13 contains 5489 members 
Mstep: Class 14 contains 39432 members 
Mstep: Class 15 contains 6639 members 
Mstep: Class 16 contains 78507 members 
Mstep: Class 17 contains 4941 members 
Mstep: Class 18 contains 76006 members 
Mstep: Class 19 contains 12723 members 
Mstep: Class 20 contains 6667 members 
Mstep: Class 21 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 273.543335 but Gain 614.090820
Score: -21362566.000000 Penalty: 11053.628906
Iteration 8F: 19 clusters Score -2.136257e+07 nChanged 35591
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 129533 members 
Mstep: Class 3 contains 857 members 
Mstep: Class 5 contains 2364 members 
Mstep: Class 7 contains 310474 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 17242 members 
Mstep: Class 11 contains 1403 members 
Mstep: Class 12 contains 12815 members 
Mstep: Class 13 contains 4875 members 
Mstep: Class 14 contains 38339 members 
Mstep: Class 15 contains 6549 members 
Mstep: Class 16 contains 75423 members 
Mstep: Class 17 contains 4200 members 
Mstep: Class 18 contains 78900 members 
Mstep: Class 19 contains 10399 members 
Mstep: Class 20 contains 4270 members 
Mstep: Class 21 contains 375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 434.880310 but Gain 614.090820
Score: -21381500.000000 Penalty: 10439.538086
Iteration 9Q: 18 clusters Score -2.13815e+07 nChanged 28199
Entering Unmasked Mstep 
Mstep: Class 0 contains 57 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 131121 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 7 contains 319084 members 
Mstep: Class 8 contains 6081 members 
Mstep: Class 9 contains 18253 members 
Mstep: Class 11 contains 916 members 
Mstep: Class 12 contains 11622 members 
Mstep: Class 13 contains 4567 members 
Mstep: Class 14 contains 37164 members 
Mstep: Class 15 contains 6393 members 
Mstep: Class 16 contains 72507 members 
Mstep: Class 17 contains 3578 members 
Mstep: Class 18 contains 80689 members 
Mstep: Class 19 contains 8605 members 
Mstep: Class 20 contains 2820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21395424.000000 Penalty: 10439.538086
Iteration 10Q: 18 clusters Score -2.139542e+07 nChanged 23550
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 132412 members 
Mstep: Class 3 contains 710 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 7 contains 326259 members 
Mstep: Class 8 contains 5543 members 
Mstep: Class 9 contains 19371 members 
Mstep: Class 11 contains 632 members 
Mstep: Class 12 contains 10600 members 
Mstep: Class 13 contains 4533 members 
Mstep: Class 14 contains 35973 members 
Mstep: Class 15 contains 6184 members 
Mstep: Class 16 contains 69547 members 
Mstep: Class 17 contains 3031 members 
Mstep: Class 18 contains 81607 members 
Mstep: Class 19 contains 7200 members 
Mstep: Class 20 contains 1840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 484.532379 but Gain 614.089844
Score: -21405906.000000 Penalty: 9825.448242
Iteration 11Q: 17 clusters Score -2.140591e+07 nChanged 21043
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 134151 members 
Mstep: Class 3 contains 660 members 
Mstep: Class 5 contains 1367 members 
Mstep: Class 7 contains 332578 members 
Mstep: Class 8 contains 5096 members 
Mstep: Class 9 contains 20595 members 
Mstep: Class 12 contains 9634 members 
Mstep: Class 13 contains 4630 members 
Mstep: Class 14 contains 34847 members 
Mstep: Class 15 contains 5959 members 
Mstep: Class 16 contains 66628 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 81934 members 
Mstep: Class 19 contains 6027 members 
Mstep: Class 20 contains 1249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21415646.000000 Penalty: 9825.448242
Iteration 12Q: 17 clusters Score -2.141565e+07 nChanged 18988
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 136123 members 
Mstep: Class 3 contains 603 members 
Mstep: Class 5 contains 1244 members 
Mstep: Class 7 contains 338254 members 
Mstep: Class 8 contains 4763 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 12 contains 8776 members 
Mstep: Class 13 contains 4836 members 
Mstep: Class 14 contains 33718 members 
Mstep: Class 15 contains 5656 members 
Mstep: Class 16 contains 63510 members 
Mstep: Class 17 contains 2190 members 
Mstep: Class 18 contains 81815 members 
Mstep: Class 19 contains 5085 members 
Mstep: Class 20 contains 850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 601.671753 but Gain 614.090820
Score: -21423024.000000 Penalty: 9211.357422
Iteration 13Q: 16 clusters Score -2.142302e+07 nChanged 18260
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 139013 members 
Mstep: Class 3 contains 554 members 
Mstep: Class 5 contains 1108 members 
Mstep: Class 7 contains 343709 members 
Mstep: Class 8 contains 4475 members 
Mstep: Class 9 contains 22414 members 
Mstep: Class 12 contains 8014 members 
Mstep: Class 13 contains 5022 members 
Mstep: Class 14 contains 32603 members 
Mstep: Class 15 contains 5295 members 
Mstep: Class 16 contains 60352 members 
Mstep: Class 17 contains 1844 members 
Mstep: Class 18 contains 81491 members 
Mstep: Class 19 contains 4263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21430734.000000 Penalty: 9211.357422
Iteration 14Q: 16 clusters Score -2.143073e+07 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 142206 members 
Mstep: Class 3 contains 510 members 
Mstep: Class 5 contains 1000 members 
Mstep: Class 7 contains 348671 members 
Mstep: Class 8 contains 4168 members 
Mstep: Class 9 contains 23053 members 
Mstep: Class 12 contains 7364 members 
Mstep: Class 13 contains 5212 members 
Mstep: Class 14 contains 31520 members 
Mstep: Class 15 contains 4850 members 
Mstep: Class 16 contains 57057 members 
Mstep: Class 17 contains 1513 members 
Mstep: Class 18 contains 80870 members 
Mstep: Class 19 contains 3515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21437232.000000 Penalty: 9211.357422
Iteration 15Q: 16 clusters Score -2.143723e+07 nChanged 16183
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 146460 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 5 contains 920 members 
Mstep: Class 7 contains 353306 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 23476 members 
Mstep: Class 12 contains 6796 members 
Mstep: Class 13 contains 5362 members 
Mstep: Class 14 contains 30388 members 
Mstep: Class 15 contains 4408 members 
Mstep: Class 16 contains 53561 members 
Mstep: Class 17 contains 1214 members 
Mstep: Class 18 contains 79927 members 
Mstep: Class 19 contains 2841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21443428.000000 Penalty: 9211.357422
Iteration 16Q: 16 clusters Score -2.144343e+07 nChanged 15531
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 151699 members 
Mstep: Class 3 contains 464 members 
Mstep: Class 5 contains 873 members 
Mstep: Class 7 contains 357461 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 23688 members 
Mstep: Class 12 contains 6326 members 
Mstep: Class 13 contains 5395 members 
Mstep: Class 14 contains 29327 members 
Mstep: Class 15 contains 3961 members 
Mstep: Class 16 contains 49899 members 
Mstep: Class 17 contains 958 members 
Mstep: Class 18 contains 78782 members 
Mstep: Class 19 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21449750.000000 Penalty: 9211.357422
Iteration 17Q: 16 clusters Score -2.144975e+07 nChanged 15082
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 157701 members 
Mstep: Class 3 contains 461 members 
Mstep: Class 5 contains 822 members 
Mstep: Class 7 contains 361251 members 
Mstep: Class 8 contains 3227 members 
Mstep: Class 9 contains 23725 members 
Mstep: Class 12 contains 5875 members 
Mstep: Class 13 contains 5351 members 
Mstep: Class 14 contains 28417 members 
Mstep: Class 15 contains 3517 members 
Mstep: Class 16 contains 46049 members 
Mstep: Class 17 contains 750 members 
Mstep: Class 18 contains 77487 members 
Mstep: Class 19 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 596.248901 but Gain 614.090820
Score: -21456160.000000 Penalty: 8597.266602
Iteration 18Q: 15 clusters Score -2.145616e+07 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 164735 members 
Mstep: Class 3 contains 459 members 
Mstep: Class 5 contains 788 members 
Mstep: Class 7 contains 364392 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 23750 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 5229 members 
Mstep: Class 14 contains 27698 members 
Mstep: Class 15 contains 3137 members 
Mstep: Class 16 contains 42106 members 
Mstep: Class 18 contains 76121 members 
Mstep: Class 19 contains 1397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21462632.000000 Penalty: 8597.266602
Iteration 19Q: 15 clusters Score -2.146263e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 171517 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 5 contains 768 members 
Mstep: Class 7 contains 367020 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 23519 members 
Mstep: Class 12 contains 5076 members 
Mstep: Class 13 contains 5038 members 
Mstep: Class 14 contains 27117 members 
Mstep: Class 15 contains 2809 members 
Mstep: Class 16 contains 38298 members 
Mstep: Class 18 contains 74657 members 
Mstep: Class 19 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468464.000000 Penalty: 8597.266602
Iteration 20F: 15 clusters Score -2.146846e+07 nChanged 12326
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 178022 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 5 contains 785 members 
Mstep: Class 7 contains 369177 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 23297 members 
Mstep: Class 12 contains 4700 members 
Mstep: Class 13 contains 4854 members 
Mstep: Class 14 contains 26703 members 
Mstep: Class 15 contains 2616 members 
Mstep: Class 16 contains 34715 members 
Mstep: Class 18 contains 72918 members 
Mstep: Class 19 contains 843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473440.000000 Penalty: 8597.266602
Iteration 21Q: 15 clusters Score -2.147344e+07 nChanged 10692
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 183791 members 
Mstep: Class 3 contains 450 members 
Mstep: Class 5 contains 795 members 
Mstep: Class 7 contains 371017 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 22961 members 
Mstep: Class 12 contains 4350 members 
Mstep: Class 13 contains 4606 members 
Mstep: Class 14 contains 26397 members 
Mstep: Class 15 contains 2412 members 
Mstep: Class 16 contains 31761 members 
Mstep: Class 18 contains 71204 members 
Mstep: Class 19 contains 671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 537.577148 but Gain 614.090332
Score: -21477500.000000 Penalty: 7983.176270
Iteration 22Q: 14 clusters Score -2.14775e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 188657 members 
Mstep: Class 3 contains 444 members 
Mstep: Class 5 contains 799 members 
Mstep: Class 7 contains 373019 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 22596 members 
Mstep: Class 12 contains 4071 members 
Mstep: Class 13 contains 4385 members 
Mstep: Class 14 contains 26109 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 29563 members 
Mstep: Class 18 contains 69467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21481100.000000 Penalty: 7983.176270
Iteration 23Q: 14 clusters Score -2.14811e+07 nChanged 7388
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 192724 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 5 contains 810 members 
Mstep: Class 7 contains 374152 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 22245 members 
Mstep: Class 12 contains 3795 members 
Mstep: Class 13 contains 4123 members 
Mstep: Class 14 contains 25870 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 27941 members 
Mstep: Class 18 contains 67830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21483432.000000 Penalty: 7983.176270
Iteration 24Q: 14 clusters Score -2.148343e+07 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 196163 members 
Mstep: Class 3 contains 451 members 
Mstep: Class 5 contains 821 members 
Mstep: Class 7 contains 375051 members 
Mstep: Class 8 contains 2027 members 
Mstep: Class 9 contains 21908 members 
Mstep: Class 12 contains 3550 members 
Mstep: Class 13 contains 3887 members 
Mstep: Class 14 contains 25672 members 
Mstep: Class 15 contains 2041 members 
Mstep: Class 16 contains 26798 members 
Mstep: Class 18 contains 66236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21484926.000000 Penalty: 7983.176270
Iteration 25Q: 14 clusters Score -2.148493e+07 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 199105 members 
Mstep: Class 3 contains 453 members 
Mstep: Class 5 contains 854 members 
Mstep: Class 7 contains 375771 members 
Mstep: Class 8 contains 2005 members 
Mstep: Class 9 contains 21571 members 
Mstep: Class 12 contains 3327 members 
Mstep: Class 13 contains 3699 members 
Mstep: Class 14 contains 25472 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 25913 members 
Mstep: Class 18 contains 64799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485930.000000 Penalty: 7983.176270
Iteration 26Q: 14 clusters Score -2.148593e+07 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 201605 members 
Mstep: Class 3 contains 449 members 
Mstep: Class 5 contains 877 members 
Mstep: Class 7 contains 376375 members 
Mstep: Class 8 contains 1983 members 
Mstep: Class 9 contains 21250 members 
Mstep: Class 12 contains 3113 members 
Mstep: Class 13 contains 3519 members 
Mstep: Class 14 contains 25270 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 25304 members 
Mstep: Class 18 contains 63504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486524.000000 Penalty: 7983.176270
Iteration 27Q: 14 clusters Score -2.148652e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 203738 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 5 contains 899 members 
Mstep: Class 7 contains 376815 members 
Mstep: Class 8 contains 1990 members 
Mstep: Class 9 contains 20954 members 
Mstep: Class 12 contains 2965 members 
Mstep: Class 13 contains 3344 members 
Mstep: Class 14 contains 25097 members 
Mstep: Class 15 contains 1931 members 
Mstep: Class 16 contains 24900 members 
Mstep: Class 18 contains 62322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487250.000000 Penalty: 7983.176270
Iteration 28Q: 14 clusters Score -2.148725e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 205572 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 5 contains 917 members 
Mstep: Class 7 contains 377152 members 
Mstep: Class 8 contains 1989 members 
Mstep: Class 9 contains 20682 members 
Mstep: Class 12 contains 2849 members 
Mstep: Class 13 contains 3215 members 
Mstep: Class 14 contains 24894 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 24613 members 
Mstep: Class 18 contains 61272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487532.000000 Penalty: 7983.176270
Iteration 29Q: 14 clusters Score -2.148753e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 207177 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 5 contains 930 members 
Mstep: Class 7 contains 377442 members 
Mstep: Class 8 contains 1980 members 
Mstep: Class 9 contains 20417 members 
Mstep: Class 12 contains 2745 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 24699 members 
Mstep: Class 15 contains 1889 members 
Mstep: Class 16 contains 24402 members 
Mstep: Class 18 contains 60373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488048.000000 Penalty: 7983.176270
Iteration 30Q: 14 clusters Score -2.148805e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 208576 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 5 contains 950 members 
Mstep: Class 7 contains 377642 members 
Mstep: Class 8 contains 1970 members 
Mstep: Class 9 contains 20201 members 
Mstep: Class 12 contains 2651 members 
Mstep: Class 13 contains 2983 members 
Mstep: Class 14 contains 24540 members 
Mstep: Class 15 contains 1875 members 
Mstep: Class 16 contains 24268 members 
Mstep: Class 18 contains 59547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488446.000000 Penalty: 7983.176270
Iteration 31Q: 14 clusters Score -2.148845e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 209850 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 5 contains 969 members 
Mstep: Class 7 contains 377784 members 
Mstep: Class 8 contains 1968 members 
Mstep: Class 9 contains 19949 members 
Mstep: Class 12 contains 2579 members 
Mstep: Class 13 contains 2888 members 
Mstep: Class 14 contains 24395 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 24172 members 
Mstep: Class 18 contains 58830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488720.000000 Penalty: 7983.176270
Iteration 32Q: 14 clusters Score -2.148872e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 211031 members 
Mstep: Class 3 contains 422 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 7 contains 377877 members 
Mstep: Class 8 contains 1953 members 
Mstep: Class 9 contains 19693 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 2834 members 
Mstep: Class 14 contains 24285 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 16 contains 24110 members 
Mstep: Class 18 contains 58161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488902.000000 Penalty: 7983.176270
Iteration 33Q: 14 clusters Score -2.14889e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 212092 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 7 contains 377936 members 
Mstep: Class 8 contains 1932 members 
Mstep: Class 9 contains 19470 members 
Mstep: Class 12 contains 2461 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 24178 members 
Mstep: Class 15 contains 1831 members 
Mstep: Class 16 contains 24070 members 
Mstep: Class 18 contains 57554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489082.000000 Penalty: 7983.176270
Iteration 34Q: 14 clusters Score -2.148908e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 213099 members 
Mstep: Class 3 contains 418 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 7 contains 378018 members 
Mstep: Class 8 contains 1903 members 
Mstep: Class 9 contains 19255 members 
Mstep: Class 12 contains 2423 members 
Mstep: Class 13 contains 2724 members 
Mstep: Class 14 contains 24064 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 18 contains 56963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489202.000000 Penalty: 7983.176270
Iteration 35Q: 14 clusters Score -2.14892e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 214053 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 5 contains 972 members 
Mstep: Class 7 contains 378069 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 19046 members 
Mstep: Class 12 contains 2391 members 
Mstep: Class 13 contains 2673 members 
Mstep: Class 14 contains 23972 members 
Mstep: Class 15 contains 1807 members 
Mstep: Class 16 contains 24036 members 
Mstep: Class 18 contains 56392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489202.000000 Penalty: 7983.176270
Iteration 36Q: 14 clusters Score -2.14892e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 214945 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 5 contains 973 members 
Mstep: Class 7 contains 378087 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 18851 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 13 contains 2626 members 
Mstep: Class 14 contains 23900 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 24035 members 
Mstep: Class 18 contains 55861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489248.000000 Penalty: 7983.176270
Iteration 37Q: 14 clusters Score -2.148925e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 215767 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 5 contains 978 members 
Mstep: Class 7 contains 378095 members 
Mstep: Class 8 contains 1854 members 
Mstep: Class 9 contains 18668 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 23824 members 
Mstep: Class 15 contains 1806 members 
Mstep: Class 16 contains 24040 members 
Mstep: Class 18 contains 55386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489330.000000 Penalty: 7983.176270
Iteration 38Q: 14 clusters Score -2.148933e+07 nChanged 1218
Entering ConstructFrom: 
Score: -21489330.000000 Penalty: 7983.176270
Entering ConstructFrom: 
Trying to split cluster 1 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -35470.667969 Penalty: 318.515198
	Iteration 0F: 2 clusters Score -35470.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34583.589844 Penalty: 637.030396
	Iteration 0F: 3 clusters Score -34583.59 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -34843.328125 Penalty: 637.030396
	Iteration 1F: 3 clusters Score -34843.33 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -34879.234375 Penalty: 637.030396
	Iteration 2F: 3 clusters Score -34879.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -34897.988281 Penalty: 637.030396
	Iteration 3Q: 3 clusters Score -34897.99 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -34912.367188 Penalty: 637.030396
	Iteration 4Q: 3 clusters Score -34912.37 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -34925.093750 Penalty: 637.030396
	Iteration 5Q: 3 clusters Score -34925.09 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -34931.972656 Penalty: 637.030396
	Iteration 6Q: 3 clusters Score -34931.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -34940.195312 Penalty: 637.030396
	Iteration 7Q: 3 clusters Score -34940.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -34948.546875 Penalty: 637.030396
	Iteration 8Q: 3 clusters Score -34948.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34957.367188 Penalty: 637.030396
	Iteration 9Q: 3 clusters Score -34957.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -34964.488281 Penalty: 637.030396
	Iteration 10Q: 3 clusters Score -34964.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -34975.375000 Penalty: 637.030396
	Iteration 11Q: 3 clusters Score -34975.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -34987.246094 Penalty: 637.030396
	Iteration 12Q: 3 clusters Score -34987.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -35002.378906 Penalty: 637.030396
	Iteration 13Q: 3 clusters Score -35002.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -35018.156250 Penalty: 637.030396
	Iteration 14Q: 3 clusters Score -35018.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -35043.308594 Penalty: 637.030396
	Iteration 15Q: 3 clusters Score -35043.31 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -35075.175781 Penalty: 637.030396
	Iteration 16Q: 3 clusters Score -35075.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -35116.972656 Penalty: 637.030396
	Iteration 17Q: 3 clusters Score -35116.97 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -35166.734375 Penalty: 637.030396
	Iteration 18Q: 3 clusters Score -35166.73 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -35199.585938 Penalty: 637.030396
	Iteration 19Q: 3 clusters Score -35199.59 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -35227.601562 Penalty: 637.030396
	Iteration 20F: 3 clusters Score -35227.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -35242.789062 Penalty: 637.030396
	Iteration 21Q: 3 clusters Score -35242.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35250.761719 Penalty: 637.030396
	Iteration 22Q: 3 clusters Score -35250.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -35255.062500 Penalty: 637.030396
	Iteration 23Q: 3 clusters Score -35255.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -35257.710938 Penalty: 637.030396
	Iteration 24Q: 3 clusters Score -35257.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -35258.671875 Penalty: 637.030396
	Iteration 25Q: 3 clusters Score -35258.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -35259.492188 Penalty: 637.030396
	Iteration 26Q: 3 clusters Score -35259.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -35259.921875 Penalty: 637.030396
	Iteration 27Q: 3 clusters Score -35259.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -35259.921875 Penalty: 637.030396
	Iteration 28F: 3 clusters Score -35259.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (216547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216547 members 
Entering Unmasked Estep 
Score: -6439935.500000 Penalty: 558.993103
	Iteration 0F: 2 clusters Score -6439936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108179 members 
Mstep: Class 2 contains 108368 members 
Entering Unmasked Estep 
Score: -6292509.500000 Penalty: 1117.986206
	Iteration 0F: 3 clusters Score -6292510 nChanged 106677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103360 members 
Mstep: Class 2 contains 113187 members 
Entering Unmasked Estep 
Score: -6358243.500000 Penalty: 1117.986206
	Iteration 1F: 3 clusters Score -6358244 nChanged 8314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99184 members 
Mstep: Class 2 contains 117363 members 
Entering Unmasked Estep 
Score: -6360740.500000 Penalty: 1117.986206
	Iteration 2Q: 3 clusters Score -6360740 nChanged 9909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93345 members 
Mstep: Class 2 contains 123202 members 
Entering Unmasked Estep 
Score: -6364488.000000 Penalty: 1117.986206
	Iteration 3Q: 3 clusters Score -6364488 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85398 members 
Mstep: Class 2 contains 131149 members 
Entering Unmasked Estep 
Score: -6370469.500000 Penalty: 1117.986206
	Iteration 4F: 3 clusters Score -6370470 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 140862 members 
Entering Unmasked Estep 
Score: -6379703.000000 Penalty: 1117.986206
	Iteration 5F: 3 clusters Score -6379703 nChanged 14122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65889 members 
Mstep: Class 2 contains 150658 members 
Entering Unmasked Estep 
Score: -6391577.500000 Penalty: 1117.986206
	Iteration 6F: 3 clusters Score -6391578 nChanged 13213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57820 members 
Mstep: Class 2 contains 158727 members 
Entering Unmasked Estep 
Score: -6403179.500000 Penalty: 1117.986206
	Iteration 7F: 3 clusters Score -6403180 nChanged 10327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -6410658.000000 Penalty: 1117.986206
	Iteration 8Q: 3 clusters Score -6410658 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 168252 members 
Entering Unmasked Estep 
Score: -6414009.500000 Penalty: 1117.986206
	Iteration 9Q: 3 clusters Score -6414010 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 172020 members 
Entering Unmasked Estep 
Score: -6415909.000000 Penalty: 1117.986206
	Iteration 10Q: 3 clusters Score -6415909 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 175740 members 
Entering Unmasked Estep 
Score: -6417487.500000 Penalty: 1117.986206
	Iteration 11Q: 3 clusters Score -6417488 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 179401 members 
Entering Unmasked Estep 
Score: -6419146.500000 Penalty: 1117.986206
	Iteration 12Q: 3 clusters Score -6419146 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 183162 members 
Entering Unmasked Estep 
Score: -6420898.500000 Penalty: 1117.986206
	Iteration 13Q: 3 clusters Score -6420898 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 186888 members 
Entering Unmasked Estep 
Score: -6422627.000000 Penalty: 1117.986206
	Iteration 14Q: 3 clusters Score -6422627 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 190521 members 
Entering Unmasked Estep 
Score: -6424354.000000 Penalty: 1117.986206
	Iteration 15Q: 3 clusters Score -6424354 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 194140 members 
Entering Unmasked Estep 
Score: -6426266.000000 Penalty: 1117.986206
	Iteration 16Q: 3 clusters Score -6426266 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 197587 members 
Entering Unmasked Estep 
Score: -6428222.500000 Penalty: 1117.986206
	Iteration 17Q: 3 clusters Score -6428222 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 200876 members 
Entering Unmasked Estep 
Score: -6430219.000000 Penalty: 1117.986206
	Iteration 18Q: 3 clusters Score -6430219 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 203988 members 
Entering Unmasked Estep 
Score: -6432320.500000 Penalty: 1117.986206
	Iteration 19Q: 3 clusters Score -6432320 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 206709 members 
Entering Unmasked Estep 
Score: -6434244.000000 Penalty: 1117.986206
	Iteration 20F: 3 clusters Score -6434244 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 209072 members 
Entering Unmasked Estep 
Score: -6436020.500000 Penalty: 1117.986206
	Iteration 21Q: 3 clusters Score -6436020 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 210915 members 
Entering Unmasked Estep 
Score: -6437487.500000 Penalty: 1117.986206
	Iteration 22Q: 3 clusters Score -6437488 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 212192 members 
Entering Unmasked Estep 
Score: -6438560.500000 Penalty: 1117.986206
	Iteration 23Q: 3 clusters Score -6438560 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 212974 members 
Entering Unmasked Estep 
Score: -6439094.000000 Penalty: 1117.986206
	Iteration 24Q: 3 clusters Score -6439094 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 213471 members 
Entering Unmasked Estep 
Score: -6439331.500000 Penalty: 1117.986206
	Iteration 25Q: 3 clusters Score -6439332 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 213813 members 
Entering Unmasked Estep 
Score: -6439474.500000 Penalty: 1117.986206
	Iteration 26Q: 3 clusters Score -6439474 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 214053 members 
Entering Unmasked Estep 
Score: -6439554.500000 Penalty: 1117.986206
	Iteration 27Q: 3 clusters Score -6439554 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 214213 members 
Entering Unmasked Estep 
Score: -6439606.000000 Penalty: 1117.986206
	Iteration 28Q: 3 clusters Score -6439606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 214354 members 
Entering Unmasked Estep 
Score: -6439644.500000 Penalty: 1117.986206
	Iteration 29Q: 3 clusters Score -6439644 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 214477 members 
Entering Unmasked Estep 
Score: -6439680.000000 Penalty: 1117.986206
	Iteration 30Q: 3 clusters Score -6439680 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 214580 members 
Entering Unmasked Estep 
Score: -6439682.500000 Penalty: 1117.986206
	Iteration 31Q: 3 clusters Score -6439682 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 214655 members 
Entering Unmasked Estep 
Score: -6439703.500000 Penalty: 1117.986206
	Iteration 32Q: 3 clusters Score -6439704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 214706 members 
Entering Unmasked Estep 
Score: -6439718.500000 Penalty: 1117.986206
	Iteration 33Q: 3 clusters Score -6439718 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 214768 members 
Entering Unmasked Estep 
Score: -6439726.500000 Penalty: 1117.986206
	Iteration 34Q: 3 clusters Score -6439726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 214828 members 
Entering Unmasked Estep 
Score: -6439750.000000 Penalty: 1117.986206
	Iteration 35Q: 3 clusters Score -6439750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 214884 members 
Entering Unmasked Estep 
Score: -6439756.000000 Penalty: 1117.986206
	Iteration 36Q: 3 clusters Score -6439756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 214938 members 
Entering Unmasked Estep 
Score: -6439771.000000 Penalty: 1117.986206
	Iteration 37Q: 3 clusters Score -6439771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 214998 members 
Entering Unmasked Estep 
Score: -6439801.500000 Penalty: 1117.986206
	Iteration 38Q: 3 clusters Score -6439802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 215037 members 
Entering Unmasked Estep 
Score: -6439820.000000 Penalty: 1117.986206
	Iteration 39Q: 3 clusters Score -6439820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 215065 members 
Entering Unmasked Estep 
Score: -6439822.500000 Penalty: 1117.986206
	Iteration 40F: 3 clusters Score -6439822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 215078 members 
Entering Unmasked Estep 
Score: -6439833.500000 Penalty: 1117.986206
	Iteration 41Q: 3 clusters Score -6439834 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 215091 members 
Entering Unmasked Estep 
Score: -6439833.500000 Penalty: 1117.986206
	Iteration 42Q: 3 clusters Score -6439834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 215110 members 
Entering Unmasked Estep 
Score: -6439833.500000 Penalty: 1117.986206
	Iteration 43Q: 3 clusters Score -6439834 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 215114 members 
Entering Unmasked Estep 
Score: -6439830.000000 Penalty: 1117.986206
	Iteration 44Q: 3 clusters Score -6439830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 215109 members 
Entering Unmasked Estep 
Score: -6439834.000000 Penalty: 1117.986206
	Iteration 45Q: 3 clusters Score -6439834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 215108 members 
Entering Unmasked Estep 
Score: -6439839.500000 Penalty: 1117.986206
	Iteration 46Q: 3 clusters Score -6439840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 215116 members 
Entering Unmasked Estep 
Score: -6439842.000000 Penalty: 1117.986206
	Iteration 47Q: 3 clusters Score -6439842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -6439847.500000 Penalty: 1117.986206
	Iteration 48Q: 3 clusters Score -6439848 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -6439853.000000 Penalty: 1117.986206
	Iteration 49Q: 3 clusters Score -6439853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 215125 members 
Entering Unmasked Estep 
Score: -6439856.000000 Penalty: 1117.986206
	Iteration 50Q: 3 clusters Score -6439856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 215130 members 
Entering Unmasked Estep 
Score: -6439864.000000 Penalty: 1117.986206
	Iteration 51Q: 3 clusters Score -6439864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 215127 members 
Entering Unmasked Estep 
Score: -6439867.000000 Penalty: 1117.986206
	Iteration 52Q: 3 clusters Score -6439867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 215130 members 
Entering Unmasked Estep 
Score: -6439870.500000 Penalty: 1117.986206
	Iteration 53Q: 3 clusters Score -6439870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 215126 members 
Entering Unmasked Estep 
Score: -6439877.000000 Penalty: 1117.986206
	Iteration 54Q: 3 clusters Score -6439877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 215121 members 
Entering Unmasked Estep 
Score: -6439870.000000 Penalty: 1117.986206
	Iteration 55Q: 3 clusters Score -6439870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 215119 members 
Entering Unmasked Estep 
Score: -6439874.000000 Penalty: 1117.986206
	Iteration 56Q: 3 clusters Score -6439874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -6439878.500000 Penalty: 1117.986206
	Iteration 57Q: 3 clusters Score -6439878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 215118 members 
Entering Unmasked Estep 
Score: -6439878.500000 Penalty: 1117.986206
	Iteration 58F: 3 clusters Score -6439878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -13478.850586 Penalty: 273.956573
	Iteration 0F: 2 clusters Score -13478.85 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 214 members 
Entering Unmasked Estep 
Score: -13038.465820 Penalty: 547.913147
	Iteration 0F: 3 clusters Score -13038.47 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13120.563477 Penalty: 547.913147
	Iteration 1F: 3 clusters Score -13120.56 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13140.087891 Penalty: 547.913147
	Iteration 2F: 3 clusters Score -13140.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -13149.202148 Penalty: 547.913147
	Iteration 3Q: 3 clusters Score -13149.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -13156.011719 Penalty: 547.913147
	Iteration 4Q: 3 clusters Score -13156.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13161.577148 Penalty: 547.913147
	Iteration 5Q: 3 clusters Score -13161.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -13168.738281 Penalty: 547.913147
	Iteration 6Q: 3 clusters Score -13168.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13176.458008 Penalty: 547.913147
	Iteration 7Q: 3 clusters Score -13176.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -13181.591797 Penalty: 547.913147
	Iteration 8Q: 3 clusters Score -13181.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -13183.843750 Penalty: 547.913147
	Iteration 9Q: 3 clusters Score -13183.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -13185.687500 Penalty: 547.913147
	Iteration 10Q: 3 clusters Score -13185.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -13187.435547 Penalty: 547.913147
	Iteration 11Q: 3 clusters Score -13187.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13188.748047 Penalty: 547.913147
	Iteration 12Q: 3 clusters Score -13188.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -13190.490234 Penalty: 547.913147
	Iteration 13Q: 3 clusters Score -13190.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13191.723633 Penalty: 547.913147
	Iteration 14Q: 3 clusters Score -13191.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -13191.723633 Penalty: 547.913147
	Iteration 15F: 3 clusters Score -13191.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Entering Unmasked Estep 
Score: -31926.462891 Penalty: 313.753571
	Iteration 0F: 2 clusters Score -31926.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -31104.968750 Penalty: 627.507141
	Iteration 0F: 3 clusters Score -31104.97 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -31392.962891 Penalty: 627.507141
	Iteration 1F: 3 clusters Score -31392.96 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -31444.589844 Penalty: 627.507141
	Iteration 2F: 3 clusters Score -31444.59 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -31473.361328 Penalty: 627.507141
	Iteration 3Q: 3 clusters Score -31473.36 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -31505.615234 Penalty: 627.507141
	Iteration 4Q: 3 clusters Score -31505.62 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -31550.667969 Penalty: 627.507141
	Iteration 5Q: 3 clusters Score -31550.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -31595.857422 Penalty: 627.507141
	Iteration 6Q: 3 clusters Score -31595.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31632.269531 Penalty: 627.507141
	Iteration 7Q: 3 clusters Score -31632.27 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -31664.806641 Penalty: 627.507141
	Iteration 8Q: 3 clusters Score -31664.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -31690.542969 Penalty: 627.507141
	Iteration 9Q: 3 clusters Score -31690.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -31737.023438 Penalty: 627.507141
	Iteration 10Q: 3 clusters Score -31737.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -31812.828125 Penalty: 627.507141
	Iteration 11Q: 3 clusters Score -31812.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -31870.322266 Penalty: 627.507141
	Iteration 12Q: 3 clusters Score -31870.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -31890.269531 Penalty: 627.507141
	Iteration 13Q: 3 clusters Score -31890.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -31897.351562 Penalty: 627.507141
	Iteration 14Q: 3 clusters Score -31897.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -31901.308594 Penalty: 627.507141
	Iteration 15Q: 3 clusters Score -31901.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -31907.109375 Penalty: 627.507141
	Iteration 16Q: 3 clusters Score -31907.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -31913.025391 Penalty: 627.507141
	Iteration 17Q: 3 clusters Score -31913.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -31914.224609 Penalty: 627.507141
	Iteration 18Q: 3 clusters Score -31914.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -31915.816406 Penalty: 627.507141
	Iteration 19Q: 3 clusters Score -31915.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -31917.390625 Penalty: 627.507141
	Iteration 20F: 3 clusters Score -31917.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -31919.263672 Penalty: 627.507141
	Iteration 21Q: 3 clusters Score -31919.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -31921.705078 Penalty: 627.507141
	Iteration 22Q: 3 clusters Score -31921.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -31923.695312 Penalty: 627.507141
	Iteration 23Q: 3 clusters Score -31923.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -31924.033203 Penalty: 627.507141
	Iteration 24Q: 3 clusters Score -31924.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -31924.033203 Penalty: 627.507141
	Iteration 25F: 3 clusters Score -31924.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (378110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378110 members 
Entering Unmasked Estep 
Score: -11894781.000000 Penalty: 584.353760
	Iteration 0F: 2 clusters Score -1.189478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188789 members 
Mstep: Class 2 contains 189321 members 
Entering Unmasked Estep 
Score: -11636765.000000 Penalty: 1168.707520
	Iteration 0F: 3 clusters Score -1.163676e+07 nChanged 186710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175247 members 
Mstep: Class 2 contains 202863 members 
Entering Unmasked Estep 
Score: -11753136.000000 Penalty: 1168.707520
	Iteration 1F: 3 clusters Score -1.175314e+07 nChanged 15882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168149 members 
Mstep: Class 2 contains 209961 members 
Entering Unmasked Estep 
Score: -11759822.000000 Penalty: 1168.707520
	Iteration 2Q: 3 clusters Score -1.175982e+07 nChanged 18479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158254 members 
Mstep: Class 2 contains 219856 members 
Entering Unmasked Estep 
Score: -11770381.000000 Penalty: 1168.707520
	Iteration 3Q: 3 clusters Score -1.177038e+07 nChanged 21737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145621 members 
Mstep: Class 2 contains 232489 members 
Entering Unmasked Estep 
Score: -11785424.000000 Penalty: 1168.707520
	Iteration 4F: 3 clusters Score -1.178542e+07 nChanged 23784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131819 members 
Mstep: Class 2 contains 246291 members 
Entering Unmasked Estep 
Score: -11803090.000000 Penalty: 1168.707520
	Iteration 5F: 3 clusters Score -1.180309e+07 nChanged 23239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119036 members 
Mstep: Class 2 contains 259074 members 
Entering Unmasked Estep 
Score: -11819789.000000 Penalty: 1168.707520
	Iteration 6F: 3 clusters Score -1.181979e+07 nChanged 19739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108659 members 
Mstep: Class 2 contains 269451 members 
Entering Unmasked Estep 
Score: -11831082.000000 Penalty: 1168.707520
	Iteration 7F: 3 clusters Score -1.183108e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99994 members 
Mstep: Class 2 contains 278116 members 
Entering Unmasked Estep 
Score: -11837401.000000 Penalty: 1168.707520
	Iteration 8Q: 3 clusters Score -1.18374e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 286423 members 
Entering Unmasked Estep 
Score: -11841331.000000 Penalty: 1168.707520
	Iteration 9Q: 3 clusters Score -1.184133e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83351 members 
Mstep: Class 2 contains 294759 members 
Entering Unmasked Estep 
Score: -11844640.000000 Penalty: 1168.707520
	Iteration 10Q: 3 clusters Score -1.184464e+07 nChanged 8591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 303248 members 
Entering Unmasked Estep 
Score: -11848154.000000 Penalty: 1168.707520
	Iteration 11Q: 3 clusters Score -1.184815e+07 nChanged 8886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65994 members 
Mstep: Class 2 contains 312116 members 
Entering Unmasked Estep 
Score: -11852140.000000 Penalty: 1168.707520
	Iteration 12Q: 3 clusters Score -1.185214e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 321322 members 
Entering Unmasked Estep 
Score: -11856577.000000 Penalty: 1168.707520
	Iteration 13Q: 3 clusters Score -1.185658e+07 nChanged 9146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 330468 members 
Entering Unmasked Estep 
Score: -11861342.000000 Penalty: 1168.707520
	Iteration 14Q: 3 clusters Score -1.186134e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 339474 members 
Entering Unmasked Estep 
Score: -11866738.000000 Penalty: 1168.707520
	Iteration 15Q: 3 clusters Score -1.186674e+07 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 348084 members 
Entering Unmasked Estep 
Score: -11872357.000000 Penalty: 1168.707520
	Iteration 16Q: 3 clusters Score -1.187236e+07 nChanged 7834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 355918 members 
Entering Unmasked Estep 
Score: -11877766.000000 Penalty: 1168.707520
	Iteration 17Q: 3 clusters Score -1.187777e+07 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 362583 members 
Entering Unmasked Estep 
Score: -11882585.000000 Penalty: 1168.707520
	Iteration 18Q: 3 clusters Score -1.188258e+07 nChanged 5555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 368138 members 
Entering Unmasked Estep 
Score: -11886958.000000 Penalty: 1168.707520
	Iteration 19Q: 3 clusters Score -1.188696e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 372388 members 
Entering Unmasked Estep 
Score: -11890253.000000 Penalty: 1168.707520
	Iteration 20F: 3 clusters Score -1.189025e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 375073 members 
Entering Unmasked Estep 
Score: -11892322.000000 Penalty: 1168.707520
	Iteration 21Q: 3 clusters Score -1.189232e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 376663 members 
Entering Unmasked Estep 
Score: -11893542.000000 Penalty: 1168.707520
	Iteration 22Q: 3 clusters Score -1.189354e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 377382 members 
Entering Unmasked Estep 
Score: -11894140.000000 Penalty: 1168.707520
	Iteration 23Q: 3 clusters Score -1.189414e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 377584 members 
Entering Unmasked Estep 
Score: -11894404.000000 Penalty: 1168.707520
	Iteration 24Q: 3 clusters Score -1.18944e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 377631 members 
Entering Unmasked Estep 
Score: -11894515.000000 Penalty: 1168.707520
	Iteration 25Q: 3 clusters Score -1.189452e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 377646 members 
Entering Unmasked Estep 
Score: -11894575.000000 Penalty: 1168.707520
	Iteration 26Q: 3 clusters Score -1.189458e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 377645 members 
Entering Unmasked Estep 
Score: -11894601.000000 Penalty: 1168.707520
	Iteration 27Q: 3 clusters Score -1.18946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 377634 members 
Entering Unmasked Estep 
Score: -11894632.000000 Penalty: 1168.707520
	Iteration 28Q: 3 clusters Score -1.189463e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 377619 members 
Entering Unmasked Estep 
Score: -11894645.000000 Penalty: 1168.707520
	Iteration 29Q: 3 clusters Score -1.189464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 377609 members 
Entering Unmasked Estep 
Score: -11894642.000000 Penalty: 1168.707520
	Iteration 30Q: 3 clusters Score -1.189464e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 377603 members 
Entering Unmasked Estep 
Score: -11894648.000000 Penalty: 1168.707520
	Iteration 31Q: 3 clusters Score -1.189465e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 377597 members 
Entering Unmasked Estep 
Score: -11894639.000000 Penalty: 1168.707520
	Iteration 32Q: 3 clusters Score -1.189464e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 377593 members 
Entering Unmasked Estep 
Score: -11894652.000000 Penalty: 1168.707520
	Iteration 33Q: 3 clusters Score -1.189465e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 377588 members 
Entering Unmasked Estep 
Score: -11894655.000000 Penalty: 1168.707520
	Iteration 34Q: 3 clusters Score -1.189466e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 377585 members 
Entering Unmasked Estep 
Score: -11894661.000000 Penalty: 1168.707520
	Iteration 35Q: 3 clusters Score -1.189466e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 377581 members 
Entering Unmasked Estep 
Score: -11894669.000000 Penalty: 1168.707520
	Iteration 36Q: 3 clusters Score -1.189467e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 377580 members 
Entering Unmasked Estep 
Score: -11894661.000000 Penalty: 1168.707520
	Iteration 37Q: 3 clusters Score -1.189466e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 377582 members 
Entering Unmasked Estep 
Score: -11894661.000000 Penalty: 1168.707520
	Iteration 38Q: 3 clusters Score -1.189466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 377583 members 
Entering Unmasked Estep 
Score: -11894665.000000 Penalty: 1168.707520
	Iteration 39Q: 3 clusters Score -1.189466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 377584 members 
Entering Unmasked Estep 
Score: -11894712.000000 Penalty: 1168.707520
	Iteration 40F: 3 clusters Score -1.189471e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 377537 members 
Entering Unmasked Estep 
Score: -11894769.000000 Penalty: 1168.707520
	Iteration 41Q: 3 clusters Score -1.189477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 377494 members 
Entering Unmasked Estep 
Score: -11894788.000000 Penalty: 1168.707520
	Iteration 42Q: 3 clusters Score -1.189479e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 377452 members 
Entering Unmasked Estep 
Score: -11894829.000000 Penalty: 1168.707520
	Iteration 43Q: 3 clusters Score -1.189483e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 377415 members 
Entering Unmasked Estep 
Score: -11894853.000000 Penalty: 1168.707520
	Iteration 44Q: 3 clusters Score -1.189485e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 377383 members 
Entering Unmasked Estep 
Score: -11894852.000000 Penalty: 1168.707520
	Iteration 45Q: 3 clusters Score -1.189485e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 377349 members 
Entering Unmasked Estep 
Score: -11894862.000000 Penalty: 1168.707520
	Iteration 46Q: 3 clusters Score -1.189486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 377330 members 
Entering Unmasked Estep 
Score: -11894862.000000 Penalty: 1168.707520
	Iteration 47Q: 3 clusters Score -1.189486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 377309 members 
Entering Unmasked Estep 
Score: -11894861.000000 Penalty: 1168.707520
	Iteration 48Q: 3 clusters Score -1.189486e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 377293 members 
Entering Unmasked Estep 
Score: -11894862.000000 Penalty: 1168.707520
	Iteration 49Q: 3 clusters Score -1.189486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 377282 members 
Entering Unmasked Estep 
Score: -11894877.000000 Penalty: 1168.707520
	Iteration 50Q: 3 clusters Score -1.189488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 377280 members 
Entering Unmasked Estep 
Score: -11894892.000000 Penalty: 1168.707520
	Iteration 51Q: 3 clusters Score -1.189489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 377278 members 
Entering Unmasked Estep 
Score: -11894894.000000 Penalty: 1168.707520
	Iteration 52Q: 3 clusters Score -1.189489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 377277 members 
Entering Unmasked Estep 
Score: -11894900.000000 Penalty: 1168.707520
	Iteration 53Q: 3 clusters Score -1.18949e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 377274 members 
Entering Unmasked Estep 
Score: -11894905.000000 Penalty: 1168.707520
	Iteration 54Q: 3 clusters Score -1.18949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 377273 members 
Entering Unmasked Estep 
Score: -11894897.000000 Penalty: 1168.707520
	Iteration 55Q: 3 clusters Score -1.18949e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 377273 members 
Entering Unmasked Estep 
Score: -11894904.000000 Penalty: 1168.707520
	Iteration 56F: 3 clusters Score -1.18949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 377261 members 
Entering Unmasked Estep 
Score: -11894910.000000 Penalty: 1168.707520
	Iteration 57Q: 3 clusters Score -1.189491e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 377251 members 
Entering Unmasked Estep 
Score: -11894907.000000 Penalty: 1168.707520
	Iteration 58Q: 3 clusters Score -1.189491e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 377239 members 
Entering Unmasked Estep 
Score: -11894900.000000 Penalty: 1168.707520
	Iteration 59Q: 3 clusters Score -1.18949e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 377222 members 
Entering Unmasked Estep 
Score: -11894906.000000 Penalty: 1168.707520
	Iteration 60F: 3 clusters Score -1.189491e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 377202 members 
Entering Unmasked Estep 
Score: -11894916.000000 Penalty: 1168.707520
	Iteration 61Q: 3 clusters Score -1.189492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 377185 members 
Entering Unmasked Estep 
Score: -11894924.000000 Penalty: 1168.707520
	Iteration 62Q: 3 clusters Score -1.189492e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 377171 members 
Entering Unmasked Estep 
Score: -11894938.000000 Penalty: 1168.707520
	Iteration 63Q: 3 clusters Score -1.189494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 377161 members 
Entering Unmasked Estep 
Score: -11894931.000000 Penalty: 1168.707520
	Iteration 64Q: 3 clusters Score -1.189493e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 377142 members 
Entering Unmasked Estep 
Score: -11894943.000000 Penalty: 1168.707520
	Iteration 65Q: 3 clusters Score -1.189494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 377131 members 
Entering Unmasked Estep 
Score: -11894942.000000 Penalty: 1168.707520
	Iteration 66Q: 3 clusters Score -1.189494e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 377123 members 
Entering Unmasked Estep 
Score: -11894947.000000 Penalty: 1168.707520
	Iteration 67Q: 3 clusters Score -1.189495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 377117 members 
Entering Unmasked Estep 
Score: -11894949.000000 Penalty: 1168.707520
	Iteration 68Q: 3 clusters Score -1.189495e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 377115 members 
Entering Unmasked Estep 
Score: -11894945.000000 Penalty: 1168.707520
	Iteration 69Q: 3 clusters Score -1.189494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 377114 members 
Entering Unmasked Estep 
Score: -11894947.000000 Penalty: 1168.707520
	Iteration 70Q: 3 clusters Score -1.189495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 377112 members 
Entering Unmasked Estep 
Score: -11894949.000000 Penalty: 1168.707520
	Iteration 71Q: 3 clusters Score -1.189495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 377111 members 
Entering Unmasked Estep 
Score: -11894959.000000 Penalty: 1168.707520
	Iteration 72Q: 3 clusters Score -1.189496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 377111 members 
Entering Unmasked Estep 
Score: -11894959.000000 Penalty: 1168.707520
	Iteration 73F: 3 clusters Score -1.189496e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 216547 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 377111 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 23732 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 24050 members 
Mstep: Class 18 contains 54936 members 
Entering Unmasked Estep 
Score: -21489578.000000 Penalty: 8597.266602
Splitting cluster 7 changes total score from -21489330.000000 to -21489578.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 8 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -60661.246094 Penalty: 342.145996
	Iteration 0F: 2 clusters Score -60661.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -59309.210938 Penalty: 684.291992
	Iteration 0F: 3 clusters Score -59309.21 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -59695.339844 Penalty: 684.291992
	Iteration 1F: 3 clusters Score -59695.34 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -59741.941406 Penalty: 684.291992
	Iteration 2F: 3 clusters Score -59741.94 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -59779.742188 Penalty: 684.291992
	Iteration 3Q: 3 clusters Score -59779.74 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -59818.070312 Penalty: 684.291992
	Iteration 4Q: 3 clusters Score -59818.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -59845.457031 Penalty: 684.291992
	Iteration 5Q: 3 clusters Score -59845.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -59879.667969 Penalty: 684.291992
	Iteration 6Q: 3 clusters Score -59879.67 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -59914.460938 Penalty: 684.291992
	Iteration 7Q: 3 clusters Score -59914.46 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -59950.382812 Penalty: 684.291992
	Iteration 8Q: 3 clusters Score -59950.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -60001.679688 Penalty: 684.291992
	Iteration 9Q: 3 clusters Score -60001.68 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -60068.625000 Penalty: 684.291992
	Iteration 10Q: 3 clusters Score -60068.62 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -60119.582031 Penalty: 684.291992
	Iteration 11Q: 3 clusters Score -60119.58 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -60161.644531 Penalty: 684.291992
	Iteration 12Q: 3 clusters Score -60161.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -60210.261719 Penalty: 684.291992
	Iteration 13Q: 3 clusters Score -60210.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -60242.453125 Penalty: 684.291992
	Iteration 14Q: 3 clusters Score -60242.45 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -60267.570312 Penalty: 684.291992
	Iteration 15Q: 3 clusters Score -60267.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -60288.382812 Penalty: 684.291992
	Iteration 16Q: 3 clusters Score -60288.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -60308.890625 Penalty: 684.291992
	Iteration 17Q: 3 clusters Score -60308.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -60325.867188 Penalty: 684.291992
	Iteration 18Q: 3 clusters Score -60325.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -60339.429688 Penalty: 684.291992
	Iteration 19Q: 3 clusters Score -60339.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -60350.414062 Penalty: 684.291992
	Iteration 20F: 3 clusters Score -60350.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -60359.964844 Penalty: 684.291992
	Iteration 21Q: 3 clusters Score -60359.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -60367.156250 Penalty: 684.291992
	Iteration 22Q: 3 clusters Score -60367.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -60368.566406 Penalty: 684.291992
	Iteration 23Q: 3 clusters Score -60368.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -60371.414062 Penalty: 684.291992
	Iteration 24Q: 3 clusters Score -60371.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -60373.839844 Penalty: 684.291992
	Iteration 25Q: 3 clusters Score -60373.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -60374.507812 Penalty: 684.291992
	Iteration 26Q: 3 clusters Score -60374.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -60376.144531 Penalty: 684.291992
	Iteration 27Q: 3 clusters Score -60376.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -60377.468750 Penalty: 684.291992
	Iteration 28Q: 3 clusters Score -60377.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -60377.468750 Penalty: 684.291992
	Iteration 29F: 3 clusters Score -60377.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Entering Unmasked Estep 
Score: -590958.812500 Penalty: 447.044220
	Iteration 0F: 2 clusters Score -590958.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -578629.375000 Penalty: 894.088440
	Iteration 0F: 3 clusters Score -578629.4 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -583761.125000 Penalty: 894.088440
	Iteration 1F: 3 clusters Score -583761.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -584094.250000 Penalty: 894.088440
	Iteration 2Q: 3 clusters Score -584094.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -584448.125000 Penalty: 894.088440
	Iteration 3Q: 3 clusters Score -584448.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -584884.375000 Penalty: 894.088440
	Iteration 4Q: 3 clusters Score -584884.4 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -585448.000000 Penalty: 894.088440
	Iteration 5F: 3 clusters Score -585448 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -586123.125000 Penalty: 894.088440
	Iteration 6F: 3 clusters Score -586123.1 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -586923.875000 Penalty: 894.088440
	Iteration 7F: 3 clusters Score -586923.9 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -587652.750000 Penalty: 894.088440
	Iteration 8F: 3 clusters Score -587652.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -588098.812500 Penalty: 894.088440
	Iteration 9Q: 3 clusters Score -588098.8 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -588288.562500 Penalty: 894.088440
	Iteration 10Q: 3 clusters Score -588288.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -588391.500000 Penalty: 894.088440
	Iteration 11Q: 3 clusters Score -588391.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -588464.937500 Penalty: 894.088440
	Iteration 12Q: 3 clusters Score -588464.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -588536.687500 Penalty: 894.088440
	Iteration 13Q: 3 clusters Score -588536.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -588601.375000 Penalty: 894.088440
	Iteration 14Q: 3 clusters Score -588601.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -588654.812500 Penalty: 894.088440
	Iteration 15Q: 3 clusters Score -588654.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -588703.125000 Penalty: 894.088440
	Iteration 16Q: 3 clusters Score -588703.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -588756.812500 Penalty: 894.088440
	Iteration 17Q: 3 clusters Score -588756.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -588799.500000 Penalty: 894.088440
	Iteration 18Q: 3 clusters Score -588799.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -588843.437500 Penalty: 894.088440
	Iteration 19Q: 3 clusters Score -588843.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -588877.875000 Penalty: 894.088440
	Iteration 20F: 3 clusters Score -588877.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -588909.500000 Penalty: 894.088440
	Iteration 21Q: 3 clusters Score -588909.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -588936.625000 Penalty: 894.088440
	Iteration 22Q: 3 clusters Score -588936.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -588966.187500 Penalty: 894.088440
	Iteration 23Q: 3 clusters Score -588966.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -588999.937500 Penalty: 894.088440
	Iteration 24Q: 3 clusters Score -588999.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -589030.250000 Penalty: 894.088440
	Iteration 25Q: 3 clusters Score -589030.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -589060.125000 Penalty: 894.088440
	Iteration 26Q: 3 clusters Score -589060.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -589091.437500 Penalty: 894.088440
	Iteration 27Q: 3 clusters Score -589091.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -589121.312500 Penalty: 894.088440
	Iteration 28Q: 3 clusters Score -589121.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -589152.625000 Penalty: 894.088440
	Iteration 29Q: 3 clusters Score -589152.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -589184.562500 Penalty: 894.088440
	Iteration 30Q: 3 clusters Score -589184.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -589220.875000 Penalty: 894.088440
	Iteration 31Q: 3 clusters Score -589220.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -589255.562500 Penalty: 894.088440
	Iteration 32Q: 3 clusters Score -589255.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -589289.250000 Penalty: 894.088440
	Iteration 33Q: 3 clusters Score -589289.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -589335.250000 Penalty: 894.088440
	Iteration 34Q: 3 clusters Score -589335.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -589393.312500 Penalty: 894.088440
	Iteration 35Q: 3 clusters Score -589393.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -589452.437500 Penalty: 894.088440
	Iteration 36Q: 3 clusters Score -589452.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -589511.000000 Penalty: 894.088440
	Iteration 37Q: 3 clusters Score -589511 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -589574.437500 Penalty: 894.088440
	Iteration 38Q: 3 clusters Score -589574.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -589638.500000 Penalty: 894.088440
	Iteration 39Q: 3 clusters Score -589638.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -589706.250000 Penalty: 894.088440
	Iteration 40F: 3 clusters Score -589706.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -589767.750000 Penalty: 894.088440
	Iteration 41Q: 3 clusters Score -589767.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -589827.625000 Penalty: 894.088440
	Iteration 42Q: 3 clusters Score -589827.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -589882.812500 Penalty: 894.088440
	Iteration 43Q: 3 clusters Score -589882.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -589939.375000 Penalty: 894.088440
	Iteration 44Q: 3 clusters Score -589939.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -589986.187500 Penalty: 894.088440
	Iteration 45Q: 3 clusters Score -589986.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -590027.562500 Penalty: 894.088440
	Iteration 46Q: 3 clusters Score -590027.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -590061.687500 Penalty: 894.088440
	Iteration 47Q: 3 clusters Score -590061.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -590090.687500 Penalty: 894.088440
	Iteration 48Q: 3 clusters Score -590090.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -590122.000000 Penalty: 894.088440
	Iteration 49Q: 3 clusters Score -590122 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -590150.125000 Penalty: 894.088440
	Iteration 50Q: 3 clusters Score -590150.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -590177.937500 Penalty: 894.088440
	Iteration 51Q: 3 clusters Score -590177.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -590203.500000 Penalty: 894.088440
	Iteration 52Q: 3 clusters Score -590203.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -590224.062500 Penalty: 894.088440
	Iteration 53Q: 3 clusters Score -590224.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -590246.750000 Penalty: 894.088440
	Iteration 54Q: 3 clusters Score -590246.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -590264.750000 Penalty: 894.088440
	Iteration 55Q: 3 clusters Score -590264.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -590280.625000 Penalty: 894.088440
	Iteration 56Q: 3 clusters Score -590280.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -590297.437500 Penalty: 894.088440
	Iteration 57Q: 3 clusters Score -590297.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -590312.125000 Penalty: 894.088440
	Iteration 58Q: 3 clusters Score -590312.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -590325.437500 Penalty: 894.088440
	Iteration 59Q: 3 clusters Score -590325.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -590333.937500 Penalty: 894.088440
	Iteration 60F: 3 clusters Score -590333.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -590341.687500 Penalty: 894.088440
	Iteration 61Q: 3 clusters Score -590341.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -590349.812500 Penalty: 894.088440
	Iteration 62Q: 3 clusters Score -590349.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -590353.375000 Penalty: 894.088440
	Iteration 63Q: 3 clusters Score -590353.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -590356.125000 Penalty: 894.088440
	Iteration 64Q: 3 clusters Score -590356.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -590361.937500 Penalty: 894.088440
	Iteration 65Q: 3 clusters Score -590361.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -590369.937500 Penalty: 894.088440
	Iteration 66Q: 3 clusters Score -590369.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -590379.125000 Penalty: 894.088440
	Iteration 67Q: 3 clusters Score -590379.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -590390.062500 Penalty: 894.088440
	Iteration 68Q: 3 clusters Score -590390.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -590401.000000 Penalty: 894.088440
	Iteration 69Q: 3 clusters Score -590401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -590408.937500 Penalty: 894.088440
	Iteration 70Q: 3 clusters Score -590408.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -590416.937500 Penalty: 894.088440
	Iteration 71Q: 3 clusters Score -590416.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -590426.562500 Penalty: 894.088440
	Iteration 72Q: 3 clusters Score -590426.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -590439.250000 Penalty: 894.088440
	Iteration 73Q: 3 clusters Score -590439.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -590449.437500 Penalty: 894.088440
	Iteration 74Q: 3 clusters Score -590449.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -590459.437500 Penalty: 894.088440
	Iteration 75Q: 3 clusters Score -590459.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -590474.750000 Penalty: 894.088440
	Iteration 76Q: 3 clusters Score -590474.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -590486.437500 Penalty: 894.088440
	Iteration 77Q: 3 clusters Score -590486.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -590499.812500 Penalty: 894.088440
	Iteration 78Q: 3 clusters Score -590499.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -590512.000000 Penalty: 894.088440
	Iteration 79Q: 3 clusters Score -590512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -590523.937500 Penalty: 894.088440
	Iteration 80F: 3 clusters Score -590523.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -590536.062500 Penalty: 894.088440
	Iteration 81Q: 3 clusters Score -590536.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -590555.000000 Penalty: 894.088440
	Iteration 82Q: 3 clusters Score -590555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -590573.062500 Penalty: 894.088440
	Iteration 83Q: 3 clusters Score -590573.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -590588.000000 Penalty: 894.088440
	Iteration 84Q: 3 clusters Score -590588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -590596.812500 Penalty: 894.088440
	Iteration 85Q: 3 clusters Score -590596.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -590609.437500 Penalty: 894.088440
	Iteration 86Q: 3 clusters Score -590609.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -590618.875000 Penalty: 894.088440
	Iteration 87Q: 3 clusters Score -590618.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -590626.000000 Penalty: 894.088440
	Iteration 88Q: 3 clusters Score -590626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -590638.187500 Penalty: 894.088440
	Iteration 89Q: 3 clusters Score -590638.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -590648.437500 Penalty: 894.088440
	Iteration 90Q: 3 clusters Score -590648.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -590657.125000 Penalty: 894.088440
	Iteration 91Q: 3 clusters Score -590657.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -590667.375000 Penalty: 894.088440
	Iteration 92Q: 3 clusters Score -590667.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -590677.750000 Penalty: 894.088440
	Iteration 93Q: 3 clusters Score -590677.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -590681.875000 Penalty: 894.088440
	Iteration 94Q: 3 clusters Score -590681.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -590688.875000 Penalty: 894.088440
	Iteration 95Q: 3 clusters Score -590688.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -590694.937500 Penalty: 894.088440
	Iteration 96Q: 3 clusters Score -590694.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -590697.125000 Penalty: 894.088440
	Iteration 97Q: 3 clusters Score -590697.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -590700.625000 Penalty: 894.088440
	Iteration 98Q: 3 clusters Score -590700.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -590702.687500 Penalty: 894.088440
	Iteration 99Q: 3 clusters Score -590702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -590703.000000 Penalty: 894.088440
	Iteration 100F: 3 clusters Score -590703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -590703.562500 Penalty: 894.088440
	Iteration 101Q: 3 clusters Score -590703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -590706.125000 Penalty: 894.088440
	Iteration 102Q: 3 clusters Score -590706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -590705.625000 Penalty: 894.088440
	Iteration 103Q: 3 clusters Score -590705.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -590709.687500 Penalty: 894.088440
	Iteration 104Q: 3 clusters Score -590709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -590709.750000 Penalty: 894.088440
	Iteration 105Q: 3 clusters Score -590709.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -590711.875000 Penalty: 894.088440
	Iteration 106Q: 3 clusters Score -590711.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -590716.312500 Penalty: 894.088440
	Iteration 107Q: 3 clusters Score -590716.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -590721.875000 Penalty: 894.088440
	Iteration 108Q: 3 clusters Score -590721.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -590723.250000 Penalty: 894.088440
	Iteration 109Q: 3 clusters Score -590723.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -590724.937500 Penalty: 894.088440
	Iteration 110Q: 3 clusters Score -590724.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -590726.250000 Penalty: 894.088440
	Iteration 111Q: 3 clusters Score -590726.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -590726.875000 Penalty: 894.088440
	Iteration 112Q: 3 clusters Score -590726.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -590726.250000 Penalty: 894.088440
	Iteration 113Q: 3 clusters Score -590726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -590726.250000 Penalty: 894.088440
	Iteration 114F: 3 clusters Score -590726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -72922.000000 Penalty: 351.502502
	Iteration 0F: 2 clusters Score -72922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -71311.515625 Penalty: 703.005005
	Iteration 0F: 3 clusters Score -71311.52 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -71916.007812 Penalty: 703.005005
	Iteration 1F: 3 clusters Score -71916.01 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -71995.476562 Penalty: 703.005005
	Iteration 2F: 3 clusters Score -71995.48 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -72051.476562 Penalty: 703.005005
	Iteration 3F: 3 clusters Score -72051.48 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -72091.046875 Penalty: 703.005005
	Iteration 4Q: 3 clusters Score -72091.05 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -72130.953125 Penalty: 703.005005
	Iteration 5Q: 3 clusters Score -72130.95 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -72173.734375 Penalty: 703.005005
	Iteration 6Q: 3 clusters Score -72173.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -72221.406250 Penalty: 703.005005
	Iteration 7Q: 3 clusters Score -72221.41 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -72272.359375 Penalty: 703.005005
	Iteration 8Q: 3 clusters Score -72272.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -72319.390625 Penalty: 703.005005
	Iteration 9Q: 3 clusters Score -72319.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -72384.648438 Penalty: 703.005005
	Iteration 10Q: 3 clusters Score -72384.65 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -72474.656250 Penalty: 703.005005
	Iteration 11Q: 3 clusters Score -72474.66 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -72565.218750 Penalty: 703.005005
	Iteration 12Q: 3 clusters Score -72565.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72594.976562 Penalty: 703.005005
	Iteration 13Q: 3 clusters Score -72594.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -72607.601562 Penalty: 703.005005
	Iteration 14Q: 3 clusters Score -72607.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -72617.671875 Penalty: 703.005005
	Iteration 15Q: 3 clusters Score -72617.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72628.750000 Penalty: 703.005005
	Iteration 16Q: 3 clusters Score -72628.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72637.937500 Penalty: 703.005005
	Iteration 17Q: 3 clusters Score -72637.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -72646.765625 Penalty: 703.005005
	Iteration 18Q: 3 clusters Score -72646.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72649.000000 Penalty: 703.005005
	Iteration 19Q: 3 clusters Score -72649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72650.960938 Penalty: 703.005005
	Iteration 20F: 3 clusters Score -72650.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72653.015625 Penalty: 703.005005
	Iteration 21Q: 3 clusters Score -72653.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72655.421875 Penalty: 703.005005
	Iteration 22Q: 3 clusters Score -72655.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72658.695312 Penalty: 703.005005
	Iteration 23Q: 3 clusters Score -72658.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72660.531250 Penalty: 703.005005
	Iteration 24Q: 3 clusters Score -72660.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72661.664062 Penalty: 703.005005
	Iteration 25Q: 3 clusters Score -72661.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72662.398438 Penalty: 703.005005
	Iteration 26Q: 3 clusters Score -72662.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -72664.859375 Penalty: 703.005005
	Iteration 27Q: 3 clusters Score -72664.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -72667.054688 Penalty: 703.005005
	Iteration 28Q: 3 clusters Score -72667.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -72670.718750 Penalty: 703.005005
	Iteration 29Q: 3 clusters Score -72670.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -72673.421875 Penalty: 703.005005
	Iteration 30Q: 3 clusters Score -72673.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -72674.945312 Penalty: 703.005005
	Iteration 31Q: 3 clusters Score -72674.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -72677.000000 Penalty: 703.005005
	Iteration 32Q: 3 clusters Score -72677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -72680.242188 Penalty: 703.005005
	Iteration 33Q: 3 clusters Score -72680.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72682.570312 Penalty: 703.005005
	Iteration 34Q: 3 clusters Score -72682.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -72685.421875 Penalty: 703.005005
	Iteration 35Q: 3 clusters Score -72685.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -72688.250000 Penalty: 703.005005
	Iteration 36Q: 3 clusters Score -72688.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72690.156250 Penalty: 703.005005
	Iteration 37Q: 3 clusters Score -72690.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72691.664062 Penalty: 703.005005
	Iteration 38Q: 3 clusters Score -72691.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72694.960938 Penalty: 703.005005
	Iteration 39Q: 3 clusters Score -72694.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72702.945312 Penalty: 703.005005
	Iteration 40F: 3 clusters Score -72702.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72705.367188 Penalty: 703.005005
	Iteration 41Q: 3 clusters Score -72705.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72706.523438 Penalty: 703.005005
	Iteration 42Q: 3 clusters Score -72706.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72707.507812 Penalty: 703.005005
	Iteration 43Q: 3 clusters Score -72707.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72708.976562 Penalty: 703.005005
	Iteration 44Q: 3 clusters Score -72708.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72709.726562 Penalty: 703.005005
	Iteration 45Q: 3 clusters Score -72709.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72709.726562 Penalty: 703.005005
	Iteration 46F: 3 clusters Score -72709.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Entering Unmasked Estep 
Score: -85546.648438 Penalty: 356.930786
	Iteration 0F: 2 clusters Score -85546.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -83777.921875 Penalty: 713.861572
	Iteration 0F: 3 clusters Score -83777.92 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -84357.125000 Penalty: 713.861572
	Iteration 1F: 3 clusters Score -84357.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -84419.250000 Penalty: 713.861572
	Iteration 2F: 3 clusters Score -84419.25 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -84485.804688 Penalty: 713.861572
	Iteration 3Q: 3 clusters Score -84485.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -84566.664062 Penalty: 713.861572
	Iteration 4Q: 3 clusters Score -84566.66 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -84653.921875 Penalty: 713.861572
	Iteration 5Q: 3 clusters Score -84653.92 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -84751.726562 Penalty: 713.861572
	Iteration 6Q: 3 clusters Score -84751.73 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -84853.046875 Penalty: 713.861572
	Iteration 7Q: 3 clusters Score -84853.05 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -84938.015625 Penalty: 713.861572
	Iteration 8Q: 3 clusters Score -84938.02 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -85013.234375 Penalty: 713.861572
	Iteration 9Q: 3 clusters Score -85013.23 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -85079.835938 Penalty: 713.861572
	Iteration 10Q: 3 clusters Score -85079.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -85149.398438 Penalty: 713.861572
	Iteration 11Q: 3 clusters Score -85149.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -85183.351562 Penalty: 713.861572
	Iteration 12Q: 3 clusters Score -85183.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -85201.250000 Penalty: 713.861572
	Iteration 13Q: 3 clusters Score -85201.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -85212.476562 Penalty: 713.861572
	Iteration 14Q: 3 clusters Score -85212.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -85222.101562 Penalty: 713.861572
	Iteration 15Q: 3 clusters Score -85222.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -85228.117188 Penalty: 713.861572
	Iteration 16Q: 3 clusters Score -85228.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -85234.960938 Penalty: 713.861572
	Iteration 17Q: 3 clusters Score -85234.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -85242.632812 Penalty: 713.861572
	Iteration 18Q: 3 clusters Score -85242.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -85246.921875 Penalty: 713.861572
	Iteration 19Q: 3 clusters Score -85246.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -85247.320312 Penalty: 713.861572
	Iteration 20F: 3 clusters Score -85247.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -85248.562500 Penalty: 713.861572
	Iteration 21Q: 3 clusters Score -85248.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -85248.992188 Penalty: 713.861572
	Iteration 22Q: 3 clusters Score -85248.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -85248.992188 Penalty: 713.861572
	Iteration 23F: 3 clusters Score -85248.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Entering Unmasked Estep 
Score: -762033.437500 Penalty: 458.393341
	Iteration 0F: 2 clusters Score -762033.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -746284.125000 Penalty: 916.786682
	Iteration 0F: 3 clusters Score -746284.1 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -754019.187500 Penalty: 916.786682
	Iteration 1F: 3 clusters Score -754019.2 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -755823.312500 Penalty: 916.786682
	Iteration 2F: 3 clusters Score -755823.3 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -757901.187500 Penalty: 916.786682
	Iteration 3F: 3 clusters Score -757901.2 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -759773.250000 Penalty: 916.786682
	Iteration 4F: 3 clusters Score -759773.2 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -760793.437500 Penalty: 916.786682
	Iteration 5F: 3 clusters Score -760793.4 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -761056.625000 Penalty: 916.786682
	Iteration 6Q: 3 clusters Score -761056.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -761133.062500 Penalty: 916.786682
	Iteration 7Q: 3 clusters Score -761133.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -761187.812500 Penalty: 916.786682
	Iteration 8Q: 3 clusters Score -761187.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -761230.312500 Penalty: 916.786682
	Iteration 9Q: 3 clusters Score -761230.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -761266.312500 Penalty: 916.786682
	Iteration 10Q: 3 clusters Score -761266.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -761297.500000 Penalty: 916.786682
	Iteration 11Q: 3 clusters Score -761297.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -761330.000000 Penalty: 916.786682
	Iteration 12Q: 3 clusters Score -761330 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -761357.000000 Penalty: 916.786682
	Iteration 13Q: 3 clusters Score -761357 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -761379.875000 Penalty: 916.786682
	Iteration 14Q: 3 clusters Score -761379.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -761403.687500 Penalty: 916.786682
	Iteration 15Q: 3 clusters Score -761403.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -761431.000000 Penalty: 916.786682
	Iteration 16Q: 3 clusters Score -761431 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -761448.437500 Penalty: 916.786682
	Iteration 17Q: 3 clusters Score -761448.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -761469.875000 Penalty: 916.786682
	Iteration 18Q: 3 clusters Score -761469.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -761493.625000 Penalty: 916.786682
	Iteration 19Q: 3 clusters Score -761493.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -761521.375000 Penalty: 916.786682
	Iteration 20F: 3 clusters Score -761521.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -761545.562500 Penalty: 916.786682
	Iteration 21Q: 3 clusters Score -761545.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -761584.437500 Penalty: 916.786682
	Iteration 22Q: 3 clusters Score -761584.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -761622.312500 Penalty: 916.786682
	Iteration 23Q: 3 clusters Score -761622.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -761656.562500 Penalty: 916.786682
	Iteration 24Q: 3 clusters Score -761656.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -761686.187500 Penalty: 916.786682
	Iteration 25Q: 3 clusters Score -761686.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -761707.250000 Penalty: 916.786682
	Iteration 26Q: 3 clusters Score -761707.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -761725.000000 Penalty: 916.786682
	Iteration 27Q: 3 clusters Score -761725 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -761737.625000 Penalty: 916.786682
	Iteration 28Q: 3 clusters Score -761737.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -761748.437500 Penalty: 916.786682
	Iteration 29Q: 3 clusters Score -761748.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -761765.375000 Penalty: 916.786682
	Iteration 30Q: 3 clusters Score -761765.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -761777.375000 Penalty: 916.786682
	Iteration 31Q: 3 clusters Score -761777.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -761790.812500 Penalty: 916.786682
	Iteration 32Q: 3 clusters Score -761790.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -761799.500000 Penalty: 916.786682
	Iteration 33Q: 3 clusters Score -761799.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -761808.625000 Penalty: 916.786682
	Iteration 34Q: 3 clusters Score -761808.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -761817.125000 Penalty: 916.786682
	Iteration 35Q: 3 clusters Score -761817.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -761823.437500 Penalty: 916.786682
	Iteration 36Q: 3 clusters Score -761823.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -761831.875000 Penalty: 916.786682
	Iteration 37Q: 3 clusters Score -761831.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -761838.875000 Penalty: 916.786682
	Iteration 38Q: 3 clusters Score -761838.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -761845.562500 Penalty: 916.786682
	Iteration 39Q: 3 clusters Score -761845.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -761852.562500 Penalty: 916.786682
	Iteration 40F: 3 clusters Score -761852.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -761858.187500 Penalty: 916.786682
	Iteration 41Q: 3 clusters Score -761858.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -761862.750000 Penalty: 916.786682
	Iteration 42Q: 3 clusters Score -761862.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -761870.375000 Penalty: 916.786682
	Iteration 43Q: 3 clusters Score -761870.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -761877.250000 Penalty: 916.786682
	Iteration 44Q: 3 clusters Score -761877.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -761882.187500 Penalty: 916.786682
	Iteration 45Q: 3 clusters Score -761882.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -761885.250000 Penalty: 916.786682
	Iteration 46Q: 3 clusters Score -761885.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -761887.437500 Penalty: 916.786682
	Iteration 47Q: 3 clusters Score -761887.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -761891.187500 Penalty: 916.786682
	Iteration 48Q: 3 clusters Score -761891.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -761894.625000 Penalty: 916.786682
	Iteration 49Q: 3 clusters Score -761894.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -761892.000000 Penalty: 916.786682
	Iteration 50Q: 3 clusters Score -761892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -761894.187500 Penalty: 916.786682
	Iteration 51Q: 3 clusters Score -761894.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -761898.562500 Penalty: 916.786682
	Iteration 52Q: 3 clusters Score -761898.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -761899.687500 Penalty: 916.786682
	Iteration 53Q: 3 clusters Score -761899.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -761901.312500 Penalty: 916.786682
	Iteration 54Q: 3 clusters Score -761901.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -761905.250000 Penalty: 916.786682
	Iteration 55Q: 3 clusters Score -761905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -761906.500000 Penalty: 916.786682
	Iteration 56Q: 3 clusters Score -761906.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -761909.000000 Penalty: 916.786682
	Iteration 57Q: 3 clusters Score -761909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -761910.312500 Penalty: 916.786682
	Iteration 58Q: 3 clusters Score -761910.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -761914.062500 Penalty: 916.786682
	Iteration 59Q: 3 clusters Score -761914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -761914.125000 Penalty: 916.786682
	Iteration 60F: 3 clusters Score -761914.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -761913.875000 Penalty: 916.786682
	Iteration 61Q: 3 clusters Score -761913.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -761914.562500 Penalty: 916.786682
	Iteration 62Q: 3 clusters Score -761914.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -761914.250000 Penalty: 916.786682
	Iteration 63Q: 3 clusters Score -761914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -761913.875000 Penalty: 916.786682
	Iteration 64Q: 3 clusters Score -761913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -761915.687500 Penalty: 916.786682
	Iteration 65Q: 3 clusters Score -761915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -761916.687500 Penalty: 916.786682
	Iteration 66Q: 3 clusters Score -761916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -761916.687500 Penalty: 916.786682
	Iteration 67F: 3 clusters Score -761916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Entering Unmasked Estep 
Score: -48638.464844 Penalty: 341.047150
	Iteration 0F: 2 clusters Score -48638.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -47309.566406 Penalty: 682.094299
	Iteration 0F: 3 clusters Score -47309.57 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -47719.554688 Penalty: 682.094299
	Iteration 1F: 3 clusters Score -47719.55 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -47800.242188 Penalty: 682.094299
	Iteration 2F: 3 clusters Score -47800.24 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -47866.562500 Penalty: 682.094299
	Iteration 3F: 3 clusters Score -47866.56 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -47918.351562 Penalty: 682.094299
	Iteration 4F: 3 clusters Score -47918.35 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -47973.222656 Penalty: 682.094299
	Iteration 5Q: 3 clusters Score -47973.22 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -48038.562500 Penalty: 682.094299
	Iteration 6Q: 3 clusters Score -48038.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -48107.617188 Penalty: 682.094299
	Iteration 7Q: 3 clusters Score -48107.62 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -48171.335938 Penalty: 682.094299
	Iteration 8Q: 3 clusters Score -48171.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -48218.203125 Penalty: 682.094299
	Iteration 9Q: 3 clusters Score -48218.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -48247.132812 Penalty: 682.094299
	Iteration 10Q: 3 clusters Score -48247.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -48269.878906 Penalty: 682.094299
	Iteration 11Q: 3 clusters Score -48269.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -48284.726562 Penalty: 682.094299
	Iteration 12Q: 3 clusters Score -48284.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -48300.425781 Penalty: 682.094299
	Iteration 13Q: 3 clusters Score -48300.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -48309.742188 Penalty: 682.094299
	Iteration 14Q: 3 clusters Score -48309.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -48320.160156 Penalty: 682.094299
	Iteration 15Q: 3 clusters Score -48320.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -48329.000000 Penalty: 682.094299
	Iteration 16Q: 3 clusters Score -48329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -48331.355469 Penalty: 682.094299
	Iteration 17Q: 3 clusters Score -48331.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -48332.953125 Penalty: 682.094299
	Iteration 18Q: 3 clusters Score -48332.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -48334.625000 Penalty: 682.094299
	Iteration 19Q: 3 clusters Score -48334.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -48335.425781 Penalty: 682.094299
	Iteration 20F: 3 clusters Score -48335.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -48337.003906 Penalty: 682.094299
	Iteration 21Q: 3 clusters Score -48337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -48338.332031 Penalty: 682.094299
	Iteration 22Q: 3 clusters Score -48338.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -48339.277344 Penalty: 682.094299
	Iteration 23Q: 3 clusters Score -48339.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -48345.617188 Penalty: 682.094299
	Iteration 24Q: 3 clusters Score -48345.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -48351.675781 Penalty: 682.094299
	Iteration 25Q: 3 clusters Score -48351.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -48354.531250 Penalty: 682.094299
	Iteration 26Q: 3 clusters Score -48354.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -48359.710938 Penalty: 682.094299
	Iteration 27Q: 3 clusters Score -48359.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -48362.253906 Penalty: 682.094299
	Iteration 28Q: 3 clusters Score -48362.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -48362.445312 Penalty: 682.094299
	Iteration 29Q: 3 clusters Score -48362.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -48362.445312 Penalty: 682.094299
	Iteration 30F: 3 clusters Score -48362.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (24050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Entering Unmasked Estep 
Score: -671457.187500 Penalty: 458.999023
	Iteration 0F: 2 clusters Score -671457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -655570.062500 Penalty: 917.998047
	Iteration 0F: 3 clusters Score -655570.1 nChanged 11424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -663676.000000 Penalty: 917.998047
	Iteration 1F: 3 clusters Score -663676 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -665224.250000 Penalty: 917.998047
	Iteration 2F: 3 clusters Score -665224.2 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -666795.750000 Penalty: 917.998047
	Iteration 3F: 3 clusters Score -666795.8 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -667932.437500 Penalty: 917.998047
	Iteration 4F: 3 clusters Score -667932.4 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -668538.562500 Penalty: 917.998047
	Iteration 5F: 3 clusters Score -668538.6 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -668857.750000 Penalty: 917.998047
	Iteration 6Q: 3 clusters Score -668857.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -669092.187500 Penalty: 917.998047
	Iteration 7Q: 3 clusters Score -669092.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -669334.687500 Penalty: 917.998047
	Iteration 8Q: 3 clusters Score -669334.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -669607.625000 Penalty: 917.998047
	Iteration 9Q: 3 clusters Score -669607.6 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -669902.937500 Penalty: 917.998047
	Iteration 10Q: 3 clusters Score -669902.9 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -670256.187500 Penalty: 917.998047
	Iteration 11Q: 3 clusters Score -670256.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -670677.937500 Penalty: 917.998047
	Iteration 12Q: 3 clusters Score -670677.9 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -671143.500000 Penalty: 917.998047
	Iteration 13Q: 3 clusters Score -671143.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -671660.562500 Penalty: 917.998047
	Iteration 14Q: 3 clusters Score -671660.6 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -672202.500000 Penalty: 917.998047
	Iteration 15Q: 3 clusters Score -672202.5 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -672635.312500 Penalty: 917.998047
	Iteration 16Q: 3 clusters Score -672635.3 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -672965.750000 Penalty: 917.998047
	Iteration 17Q: 3 clusters Score -672965.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -673200.875000 Penalty: 917.998047
	Iteration 18Q: 3 clusters Score -673200.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -673362.062500 Penalty: 917.998047
	Iteration 19Q: 3 clusters Score -673362.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21124 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -673551.000000 Penalty: 917.998047
	Iteration 20F: 3 clusters Score -673551 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -673688.125000 Penalty: 917.998047
	Iteration 21Q: 3 clusters Score -673688.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -673758.500000 Penalty: 917.998047
	Iteration 22Q: 3 clusters Score -673758.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -673802.937500 Penalty: 917.998047
	Iteration 23Q: 3 clusters Score -673802.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -673835.562500 Penalty: 917.998047
	Iteration 24Q: 3 clusters Score -673835.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -673858.250000 Penalty: 917.998047
	Iteration 25Q: 3 clusters Score -673858.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -673877.437500 Penalty: 917.998047
	Iteration 26Q: 3 clusters Score -673877.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -673889.937500 Penalty: 917.998047
	Iteration 27Q: 3 clusters Score -673889.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -673899.187500 Penalty: 917.998047
	Iteration 28Q: 3 clusters Score -673899.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -673907.312500 Penalty: 917.998047
	Iteration 29Q: 3 clusters Score -673907.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -673907.687500 Penalty: 917.998047
	Iteration 30Q: 3 clusters Score -673907.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -673911.437500 Penalty: 917.998047
	Iteration 31Q: 3 clusters Score -673911.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -673913.500000 Penalty: 917.998047
	Iteration 32Q: 3 clusters Score -673913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -673918.000000 Penalty: 917.998047
	Iteration 33Q: 3 clusters Score -673918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -673915.187500 Penalty: 917.998047
	Iteration 34Q: 3 clusters Score -673915.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -673916.250000 Penalty: 917.998047
	Iteration 35Q: 3 clusters Score -673916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -673916.750000 Penalty: 917.998047
	Iteration 36Q: 3 clusters Score -673916.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -673917.500000 Penalty: 917.998047
	Iteration 37Q: 3 clusters Score -673917.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -673917.437500 Penalty: 917.998047
	Iteration 38Q: 3 clusters Score -673917.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -673916.812500 Penalty: 917.998047
	Iteration 39Q: 3 clusters Score -673916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -673919.250000 Penalty: 917.998047
	Iteration 40F: 3 clusters Score -673919.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -673920.000000 Penalty: 917.998047
	Iteration 41Q: 3 clusters Score -673920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -673919.375000 Penalty: 917.998047
	Iteration 42Q: 3 clusters Score -673919.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -673918.875000 Penalty: 917.998047
	Iteration 43Q: 3 clusters Score -673918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -673917.562500 Penalty: 917.998047
	Iteration 44Q: 3 clusters Score -673917.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -673917.750000 Penalty: 917.998047
	Iteration 45Q: 3 clusters Score -673917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -673918.062500 Penalty: 917.998047
	Iteration 46Q: 3 clusters Score -673918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -673919.125000 Penalty: 917.998047
	Iteration 47Q: 3 clusters Score -673919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -673919.125000 Penalty: 917.998047
	Iteration 48F: 3 clusters Score -673919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 216547 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 377111 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 23732 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 18 contains 54936 members 
Entering Unmasked Estep 
Score: -21491884.000000 Penalty: 9211.357422
Splitting cluster 16 changes total score from -21489330.000000 to -21491884.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 18 (54936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54936 members 
Entering Unmasked Estep 
Score: -1733223.000000 Penalty: 496.583557
	Iteration 0F: 2 clusters Score -1733223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -1696207.000000 Penalty: 993.167114
	Iteration 0F: 3 clusters Score -1696207 nChanged 26791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 29795 members 
Entering Unmasked Estep 
Score: -1712360.750000 Penalty: 993.167114
	Iteration 1F: 3 clusters Score -1712361 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -1713403.625000 Penalty: 993.167114
	Iteration 2Q: 3 clusters Score -1713404 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -1715066.375000 Penalty: 993.167114
	Iteration 3F: 3 clusters Score -1715066 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -1717830.375000 Penalty: 993.167114
	Iteration 4F: 3 clusters Score -1717830 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 42280 members 
Entering Unmasked Estep 
Score: -1722008.125000 Penalty: 993.167114
	Iteration 5F: 3 clusters Score -1722008 nChanged 4654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -1726844.375000 Penalty: 993.167114
	Iteration 6F: 3 clusters Score -1726844 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -1730498.125000 Penalty: 993.167114
	Iteration 7F: 3 clusters Score -1730498 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -1731970.750000 Penalty: 993.167114
	Iteration 8Q: 3 clusters Score -1731971 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -1732487.125000 Penalty: 993.167114
	Iteration 9Q: 3 clusters Score -1732487 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -1732808.375000 Penalty: 993.167114
	Iteration 10Q: 3 clusters Score -1732808 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -1733014.875000 Penalty: 993.167114
	Iteration 11Q: 3 clusters Score -1733015 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -1733144.875000 Penalty: 993.167114
	Iteration 12Q: 3 clusters Score -1733145 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -1733233.875000 Penalty: 993.167114
	Iteration 13Q: 3 clusters Score -1733234 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 53435 members 
Entering Unmasked Estep 
Score: -1733298.000000 Penalty: 993.167114
	Iteration 14Q: 3 clusters Score -1733298 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -1733332.625000 Penalty: 993.167114
	Iteration 15Q: 3 clusters Score -1733333 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 53639 members 
Entering Unmasked Estep 
Score: -1733362.500000 Penalty: 993.167114
	Iteration 16Q: 3 clusters Score -1733362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 53701 members 
Entering Unmasked Estep 
Score: -1733376.375000 Penalty: 993.167114
	Iteration 17Q: 3 clusters Score -1733376 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -1733384.625000 Penalty: 993.167114
	Iteration 18Q: 3 clusters Score -1733385 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 53776 members 
Entering Unmasked Estep 
Score: -1733391.500000 Penalty: 993.167114
	Iteration 19Q: 3 clusters Score -1733392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -1733394.000000 Penalty: 993.167114
	Iteration 20F: 3 clusters Score -1733394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -1733397.625000 Penalty: 993.167114
	Iteration 21Q: 3 clusters Score -1733398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -1733402.875000 Penalty: 993.167114
	Iteration 22Q: 3 clusters Score -1733403 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 53861 members 
Entering Unmasked Estep 
Score: -1733411.250000 Penalty: 993.167114
	Iteration 23Q: 3 clusters Score -1733411 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -1733413.000000 Penalty: 993.167114
	Iteration 24Q: 3 clusters Score -1733413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -1733415.875000 Penalty: 993.167114
	Iteration 25Q: 3 clusters Score -1733416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -1733417.000000 Penalty: 993.167114
	Iteration 26Q: 3 clusters Score -1733417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -1733420.000000 Penalty: 993.167114
	Iteration 27Q: 3 clusters Score -1733420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -1733420.250000 Penalty: 993.167114
	Iteration 28Q: 3 clusters Score -1733420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -1733419.625000 Penalty: 993.167114
	Iteration 29Q: 3 clusters Score -1733420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -1733419.625000 Penalty: 993.167114
	Iteration 30F: 3 clusters Score -1733420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 216547 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 377111 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 10 contains 53900 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 23732 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 18 contains 1036 members 
Entering Unmasked Estep 
Score: -21491966.000000 Penalty: 9825.448242
Splitting cluster 18 changes total score from -21489330.000000 to -21491966.000000
So it's getting split into cluster 10.
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 216547 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 5 contains 988 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 1844 members 
Mstep: Class 9 contains 18493 members 
Mstep: Class 12 contains 2265 members 
Mstep: Class 13 contains 2552 members 
Mstep: Class 14 contains 23732 members 
Mstep: Class 15 contains 1800 members 
Mstep: Class 16 contains 22402 members 
Mstep: Class 18 contains 1036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492758.000000 Penalty: 9825.448242
Iteration 39Q: 17 clusters Score -2.149276e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 216849 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 376549 members 
Mstep: Class 5 contains 1006 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 1057 members 
Mstep: Class 8 contains 1893 members 
Mstep: Class 9 contains 18335 members 
Mstep: Class 10 contains 53263 members 
Mstep: Class 12 contains 2233 members 
Mstep: Class 13 contains 2575 members 
Mstep: Class 14 contains 23820 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 23046 members 
Mstep: Class 18 contains 1208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493558.000000 Penalty: 9825.448242
Iteration 40F: 17 clusters Score -2.149356e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 217205 members 
Mstep: Class 3 contains 408 members 
Mstep: Class 4 contains 376274 members 
Mstep: Class 5 contains 1060 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 1950 members 
Mstep: Class 9 contains 18180 members 
Mstep: Class 10 contains 52713 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 23738 members 
Mstep: Class 15 contains 1760 members 
Mstep: Class 16 contains 23415 members 
Mstep: Class 18 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493910.000000 Penalty: 9825.448242
Iteration 41Q: 17 clusters Score -2.149391e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 217584 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 376053 members 
Mstep: Class 5 contains 1106 members 
Mstep: Class 6 contains 1726 members 
Mstep: Class 7 contains 1120 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 18017 members 
Mstep: Class 10 contains 52238 members 
Mstep: Class 12 contains 2198 members 
Mstep: Class 13 contains 2569 members 
Mstep: Class 14 contains 23649 members 
Mstep: Class 15 contains 1737 members 
Mstep: Class 16 contains 23701 members 
Mstep: Class 18 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494198.000000 Penalty: 9825.448242
Iteration 42Q: 17 clusters Score -2.14942e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 217974 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 375832 members 
Mstep: Class 5 contains 1160 members 
Mstep: Class 6 contains 1771 members 
Mstep: Class 7 contains 1139 members 
Mstep: Class 8 contains 2024 members 
Mstep: Class 9 contains 17861 members 
Mstep: Class 10 contains 51783 members 
Mstep: Class 12 contains 2175 members 
Mstep: Class 13 contains 2567 members 
Mstep: Class 14 contains 23554 members 
Mstep: Class 15 contains 1730 members 
Mstep: Class 16 contains 23957 members 
Mstep: Class 18 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494464.000000 Penalty: 9825.448242
Iteration 43Q: 17 clusters Score -2.149446e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 218357 members 
Mstep: Class 3 contains 412 members 
Mstep: Class 4 contains 375649 members 
Mstep: Class 5 contains 1205 members 
Mstep: Class 6 contains 1819 members 
Mstep: Class 7 contains 1143 members 
Mstep: Class 8 contains 2057 members 
Mstep: Class 9 contains 17726 members 
Mstep: Class 10 contains 51385 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 2574 members 
Mstep: Class 14 contains 23456 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 18 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494494.000000 Penalty: 9825.448242
Iteration 44Q: 17 clusters Score -2.149449e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 218646 members 
Mstep: Class 3 contains 410 members 
Mstep: Class 4 contains 375478 members 
Mstep: Class 5 contains 1247 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 1145 members 
Mstep: Class 8 contains 2099 members 
Mstep: Class 9 contains 17595 members 
Mstep: Class 10 contains 51053 members 
Mstep: Class 12 contains 2132 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 23360 members 
Mstep: Class 15 contains 1721 members 
Mstep: Class 16 contains 24368 members 
Mstep: Class 18 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494552.000000 Penalty: 9825.448242
Iteration 45Q: 17 clusters Score -2.149455e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 218975 members 
Mstep: Class 3 contains 415 members 
Mstep: Class 4 contains 375291 members 
Mstep: Class 5 contains 1276 members 
Mstep: Class 6 contains 1906 members 
Mstep: Class 7 contains 1154 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 17464 members 
Mstep: Class 10 contains 50740 members 
Mstep: Class 12 contains 2121 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 23276 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 24558 members 
Mstep: Class 18 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494716.000000 Penalty: 9825.448242
Iteration 46Q: 17 clusters Score -2.149472e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 219251 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 375142 members 
Mstep: Class 5 contains 1295 members 
Mstep: Class 6 contains 1944 members 
Mstep: Class 7 contains 1162 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 17356 members 
Mstep: Class 10 contains 50478 members 
Mstep: Class 12 contains 2106 members 
Mstep: Class 13 contains 2582 members 
Mstep: Class 14 contains 23187 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 24740 members 
Mstep: Class 18 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494900.000000 Penalty: 9825.448242
Iteration 47Q: 17 clusters Score -2.14949e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 219511 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 375025 members 
Mstep: Class 5 contains 1299 members 
Mstep: Class 6 contains 1984 members 
Mstep: Class 7 contains 1171 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 17258 members 
Mstep: Class 10 contains 50231 members 
Mstep: Class 12 contains 2088 members 
Mstep: Class 13 contains 2578 members 
Mstep: Class 14 contains 23111 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 24921 members 
Mstep: Class 18 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494976.000000 Penalty: 9825.448242
Iteration 48Q: 17 clusters Score -2.149498e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 219764 members 
Mstep: Class 3 contains 413 members 
Mstep: Class 4 contains 374923 members 
Mstep: Class 5 contains 1304 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 1179 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 17164 members 
Mstep: Class 10 contains 49982 members 
Mstep: Class 12 contains 2058 members 
Mstep: Class 13 contains 2577 members 
Mstep: Class 14 contains 23058 members 
Mstep: Class 15 contains 1721 members 
Mstep: Class 16 contains 25056 members 
Mstep: Class 18 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495018.000000 Penalty: 9825.448242
Iteration 49Q: 17 clusters Score -2.149502e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 220038 members 
Mstep: Class 3 contains 414 members 
Mstep: Class 4 contains 374838 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 2081 members 
Mstep: Class 7 contains 1190 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 17085 members 
Mstep: Class 10 contains 49729 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 2568 members 
Mstep: Class 14 contains 23021 members 
Mstep: Class 15 contains 1731 members 
Mstep: Class 16 contains 25166 members 
Mstep: Class 18 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495172.000000 Penalty: 9825.448242
Iteration 50Q: 17 clusters Score -2.149517e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 220297 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 374773 members 
Mstep: Class 5 contains 1308 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 1198 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 17000 members 
Mstep: Class 10 contains 49517 members 
Mstep: Class 12 contains 1995 members 
Mstep: Class 13 contains 2564 members 
Mstep: Class 14 contains 22993 members 
Mstep: Class 15 contains 1735 members 
Mstep: Class 16 contains 25228 members 
Mstep: Class 18 contains 1657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495208.000000 Penalty: 9825.448242
Iteration 51Q: 17 clusters Score -2.149521e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 220538 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 374740 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 1202 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 16908 members 
Mstep: Class 10 contains 49330 members 
Mstep: Class 12 contains 1973 members 
Mstep: Class 13 contains 2560 members 
Mstep: Class 14 contains 22959 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 25261 members 
Mstep: Class 18 contains 1659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495196.000000 Penalty: 9825.448242
Iteration 52Q: 17 clusters Score -2.14952e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 220732 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 374700 members 
Mstep: Class 5 contains 1309 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 1210 members 
Mstep: Class 8 contains 2184 members 
Mstep: Class 9 contains 16825 members 
Mstep: Class 10 contains 49154 members 
Mstep: Class 12 contains 1955 members 
Mstep: Class 13 contains 2555 members 
Mstep: Class 14 contains 22938 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 25310 members 
Mstep: Class 18 contains 1662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495300.000000 Penalty: 9825.448242
Iteration 53Q: 17 clusters Score -2.14953e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 220927 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 374650 members 
Mstep: Class 5 contains 1310 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 1224 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 16746 members 
Mstep: Class 10 contains 48993 members 
Mstep: Class 12 contains 1937 members 
Mstep: Class 13 contains 2554 members 
Mstep: Class 14 contains 22923 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 25362 members 
Mstep: Class 18 contains 1665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495336.000000 Penalty: 9825.448242
Iteration 54Q: 17 clusters Score -2.149534e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 221088 members 
Mstep: Class 3 contains 417 members 
Mstep: Class 4 contains 374599 members 
Mstep: Class 5 contains 1307 members 
Mstep: Class 6 contains 2293 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 16677 members 
Mstep: Class 10 contains 48863 members 
Mstep: Class 12 contains 1918 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 22906 members 
Mstep: Class 15 contains 1769 members 
Mstep: Class 16 contains 25415 members 
Mstep: Class 18 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495366.000000 Penalty: 9825.448242
Iteration 55Q: 17 clusters Score -2.149537e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 221241 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 374553 members 
Mstep: Class 5 contains 1305 members 
Mstep: Class 6 contains 2322 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 16616 members 
Mstep: Class 10 contains 48748 members 
Mstep: Class 12 contains 1912 members 
Mstep: Class 13 contains 2557 members 
Mstep: Class 14 contains 22881 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 25448 members 
Mstep: Class 18 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495460.000000 Penalty: 9825.448242
Iteration 56Q: 17 clusters Score -2.149546e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 221356 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 374530 members 
Mstep: Class 5 contains 1306 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 16554 members 
Mstep: Class 10 contains 48655 members 
Mstep: Class 12 contains 1906 members 
Mstep: Class 13 contains 2550 members 
Mstep: Class 14 contains 22858 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 25481 members 
Mstep: Class 18 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495386.000000 Penalty: 9825.448242
Iteration 57Q: 17 clusters Score -2.149539e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 221464 members 
Mstep: Class 3 contains 416 members 
Mstep: Class 4 contains 374477 members 
Mstep: Class 5 contains 1311 members 
Mstep: Class 6 contains 2383 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 2170 members 
Mstep: Class 9 contains 16493 members 
Mstep: Class 10 contains 48575 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 2548 members 
Mstep: Class 14 contains 22852 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 25512 members 
Mstep: Class 18 contains 1670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495400.000000 Penalty: 9825.448242
Iteration 58Q: 17 clusters Score -2.14954e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 221574 members 
Mstep: Class 3 contains 419 members 
Mstep: Class 4 contains 374430 members 
Mstep: Class 5 contains 1314 members 
Mstep: Class 6 contains 2412 members 
Mstep: Class 7 contains 1292 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 16440 members 
Mstep: Class 10 contains 48507 members 
Mstep: Class 12 contains 1889 members 
Mstep: Class 13 contains 2544 members 
Mstep: Class 14 contains 22844 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 25536 members 
Mstep: Class 18 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495422.000000 Penalty: 9825.448242
Iteration 59Q: 17 clusters Score -2.149542e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 221700 members 
Mstep: Class 3 contains 423 members 
Mstep: Class 4 contains 374396 members 
Mstep: Class 5 contains 1320 members 
Mstep: Class 6 contains 2449 members 
Mstep: Class 7 contains 1299 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 16375 members 
Mstep: Class 10 contains 48445 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 22835 members 
Mstep: Class 15 contains 1786 members 
Mstep: Class 16 contains 25539 members 
Mstep: Class 18 contains 1671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495396.000000 Penalty: 9825.448242
Iteration 60F: 17 clusters Score -2.14954e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 221802 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 374337 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 2474 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 16313 members 
Mstep: Class 10 contains 48383 members 
Mstep: Class 12 contains 1872 members 
Mstep: Class 13 contains 2537 members 
Mstep: Class 14 contains 22820 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 25555 members 
Mstep: Class 18 contains 1689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495468.000000 Penalty: 9825.448242
Iteration 61Q: 17 clusters Score -2.149547e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 221884 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 374289 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 2491 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 16264 members 
Mstep: Class 10 contains 48315 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 2538 members 
Mstep: Class 14 contains 22811 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 25582 members 
Mstep: Class 18 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495516.000000 Penalty: 9825.448242
Iteration 62Q: 17 clusters Score -2.149552e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 221953 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 374227 members 
Mstep: Class 5 contains 1329 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 1304 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 16211 members 
Mstep: Class 10 contains 48267 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 22809 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 25613 members 
Mstep: Class 18 contains 1731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495572.000000 Penalty: 9825.448242
Iteration 63Q: 17 clusters Score -2.149557e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 222017 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 374190 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 6 contains 2520 members 
Mstep: Class 7 contains 1310 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 16163 members 
Mstep: Class 10 contains 48218 members 
Mstep: Class 12 contains 1876 members 
Mstep: Class 13 contains 2540 members 
Mstep: Class 14 contains 22804 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 18 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495644.000000 Penalty: 9825.448242
Iteration 64Q: 17 clusters Score -2.149564e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 222076 members 
Mstep: Class 3 contains 428 members 
Mstep: Class 4 contains 374140 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 1316 members 
Mstep: Class 8 contains 2172 members 
Mstep: Class 9 contains 16126 members 
Mstep: Class 10 contains 48165 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 2533 members 
Mstep: Class 14 contains 22805 members 
Mstep: Class 15 contains 1796 members 
Mstep: Class 16 contains 25668 members 
Mstep: Class 18 contains 1769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495748.000000 Penalty: 9825.448242
Iteration 65Q: 17 clusters Score -2.149575e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 222132 members 
Mstep: Class 3 contains 429 members 
Mstep: Class 4 contains 374095 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 1317 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 16101 members 
Mstep: Class 10 contains 48116 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2527 members 
Mstep: Class 14 contains 22804 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 25695 members 
Mstep: Class 18 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495732.000000 Penalty: 9825.448242
Iteration 66Q: 17 clusters Score -2.149573e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 222181 members 
Mstep: Class 3 contains 430 members 
Mstep: Class 4 contains 374059 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 1323 members 
Mstep: Class 8 contains 2182 members 
Mstep: Class 9 contains 16083 members 
Mstep: Class 10 contains 48073 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 22800 members 
Mstep: Class 15 contains 1795 members 
Mstep: Class 16 contains 25724 members 
Mstep: Class 18 contains 1803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495762.000000 Penalty: 9825.448242
Iteration 67Q: 17 clusters Score -2.149576e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 222237 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 374019 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 2175 members 
Mstep: Class 9 contains 16062 members 
Mstep: Class 10 contains 48033 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 22797 members 
Mstep: Class 15 contains 1794 members 
Mstep: Class 16 contains 25750 members 
Mstep: Class 18 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495792.000000 Penalty: 9825.448242
Iteration 68Q: 17 clusters Score -2.149579e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 222313 members 
Mstep: Class 3 contains 434 members 
Mstep: Class 4 contains 373985 members 
Mstep: Class 5 contains 1321 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 7 contains 1327 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 16041 members 
Mstep: Class 10 contains 47989 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 22796 members 
Mstep: Class 15 contains 1793 members 
Mstep: Class 16 contains 25764 members 
Mstep: Class 18 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495770.000000 Penalty: 9825.448242
Iteration 69Q: 17 clusters Score -2.149577e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 222386 members 
Mstep: Class 3 contains 435 members 
Mstep: Class 4 contains 373954 members 
Mstep: Class 5 contains 1322 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2160 members 
Mstep: Class 9 contains 16017 members 
Mstep: Class 10 contains 47944 members 
Mstep: Class 12 contains 1887 members 
Mstep: Class 13 contains 2526 members 
Mstep: Class 14 contains 22796 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 18 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495814.000000 Penalty: 9825.448242
Iteration 70Q: 17 clusters Score -2.149581e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 222446 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 373943 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 47909 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 2523 members 
Mstep: Class 14 contains 22790 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 25795 members 
Mstep: Class 18 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495842.000000 Penalty: 9825.448242
Iteration 71Q: 17 clusters Score -2.149584e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 222502 members 
Mstep: Class 3 contains 442 members 
Mstep: Class 4 contains 373934 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 2544 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2151 members 
Mstep: Class 9 contains 15961 members 
Mstep: Class 10 contains 47869 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 2522 members 
Mstep: Class 14 contains 22785 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 25818 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495822.000000 Penalty: 9825.448242
Iteration 72Q: 17 clusters Score -2.149582e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 222556 members 
Mstep: Class 3 contains 449 members 
Mstep: Class 4 contains 373923 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 2545 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 15935 members 
Mstep: Class 10 contains 47830 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 22781 members 
Mstep: Class 15 contains 1784 members 
Mstep: Class 16 contains 25844 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495802.000000 Penalty: 9825.448242
Iteration 73Q: 17 clusters Score -2.14958e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 222610 members 
Mstep: Class 3 contains 454 members 
Mstep: Class 4 contains 373913 members 
Mstep: Class 5 contains 1328 members 
Mstep: Class 6 contains 2546 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 15906 members 
Mstep: Class 10 contains 47796 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 22774 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 25866 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495790.000000 Penalty: 9825.448242
Iteration 74Q: 17 clusters Score -2.149579e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 222663 members 
Mstep: Class 3 contains 460 members 
Mstep: Class 4 contains 373902 members 
Mstep: Class 5 contains 1331 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 15878 members 
Mstep: Class 10 contains 47762 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 22766 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 25885 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495802.000000 Penalty: 9825.448242
Iteration 75Q: 17 clusters Score -2.14958e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 222713 members 
Mstep: Class 3 contains 462 members 
Mstep: Class 4 contains 373894 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 15858 members 
Mstep: Class 10 contains 47734 members 
Mstep: Class 12 contains 1885 members 
Mstep: Class 13 contains 2519 members 
Mstep: Class 14 contains 22756 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 25903 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495748.000000 Penalty: 9825.448242
Iteration 76Q: 17 clusters Score -2.149575e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 222749 members 
Mstep: Class 3 contains 470 members 
Mstep: Class 4 contains 373894 members 
Mstep: Class 5 contains 1336 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 1328 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 15842 members 
Mstep: Class 10 contains 47701 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22742 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 25925 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495764.000000 Penalty: 9825.448242
Iteration 77Q: 17 clusters Score -2.149576e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 222780 members 
Mstep: Class 3 contains 474 members 
Mstep: Class 4 contains 373891 members 
Mstep: Class 5 contains 1340 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 15832 members 
Mstep: Class 10 contains 47668 members 
Mstep: Class 12 contains 1878 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22723 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 25946 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495806.000000 Penalty: 9825.448242
Iteration 78Q: 17 clusters Score -2.149581e+07 nChanged 143
Entering ConstructFrom: 
Score: -21495806.000000 Penalty: 9825.448242
Entering ConstructFrom: 
Trying to split cluster 1 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -70190.125000 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -70190.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -68643.570312 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -68643.57 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -69141.437500 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -69141.44 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -69185.984375 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -69185.98 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -69212.085938 Penalty: 698.685608
	Iteration 3Q: 3 clusters Score -69212.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -69241.046875 Penalty: 698.685608
	Iteration 4Q: 3 clusters Score -69241.05 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -69274.078125 Penalty: 698.685608
	Iteration 5Q: 3 clusters Score -69274.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -69305.906250 Penalty: 698.685608
	Iteration 6Q: 3 clusters Score -69305.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -69347.296875 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -69347.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -69378.312500 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -69378.31 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -69414.203125 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -69414.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -69450.296875 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -69450.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -69499.375000 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -69499.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -69560.218750 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -69560.22 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -69622.437500 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -69622.44 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -69680.945312 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -69680.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -69740.992188 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -69740.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -69798.679688 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -69798.68 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -69851.421875 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -69851.42 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -69880.539062 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -69880.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -69892.664062 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -69892.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -69897.750000 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -69897.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -69901.398438 Penalty: 698.685608
	Iteration 21Q: 3 clusters Score -69901.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -69904.015625 Penalty: 698.685608
	Iteration 22Q: 3 clusters Score -69904.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -69905.703125 Penalty: 698.685608
	Iteration 23Q: 3 clusters Score -69905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -69906.335938 Penalty: 698.685608
	Iteration 24Q: 3 clusters Score -69906.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -69907.835938 Penalty: 698.685608
	Iteration 25Q: 3 clusters Score -69907.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -69909.132812 Penalty: 698.685608
	Iteration 26Q: 3 clusters Score -69909.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -69909.640625 Penalty: 698.685608
	Iteration 27Q: 3 clusters Score -69909.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -69909.640625 Penalty: 698.685608
	Iteration 28F: 3 clusters Score -69909.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (222807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222807 members 
Entering Unmasked Estep 
Score: -6633307.000000 Penalty: 560.289795
	Iteration 0F: 2 clusters Score -6633307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111941 members 
Mstep: Class 2 contains 110866 members 
Entering Unmasked Estep 
Score: -6481974.500000 Penalty: 1120.579590
	Iteration 0F: 3 clusters Score -6481974 nChanged 109567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135156 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -6550810.500000 Penalty: 1120.579590
	Iteration 1F: 3 clusters Score -6550810 nChanged 14983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150033 members 
Mstep: Class 2 contains 72774 members 
Entering Unmasked Estep 
Score: -6559848.500000 Penalty: 1120.579590
	Iteration 2F: 3 clusters Score -6559848 nChanged 21090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -6577260.500000 Penalty: 1120.579590
	Iteration 3F: 3 clusters Score -6577260 nChanged 24027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195148 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -6602413.000000 Penalty: 1120.579590
	Iteration 4F: 3 clusters Score -6602413 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213521 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -6622982.500000 Penalty: 1120.579590
	Iteration 5F: 3 clusters Score -6622982 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220973 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6630992.500000 Penalty: 1120.579590
	Iteration 6Q: 3 clusters Score -6630992 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222478 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -6632473.000000 Penalty: 1120.579590
	Iteration 7Q: 3 clusters Score -6632473 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222712 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -6632732.500000 Penalty: 1120.579590
	Iteration 8Q: 3 clusters Score -6632732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222742 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6632787.000000 Penalty: 1120.579590
	Iteration 9Q: 3 clusters Score -6632787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6632837.000000 Penalty: 1120.579590
	Iteration 10Q: 3 clusters Score -6632837 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -6632857.000000 Penalty: 1120.579590
	Iteration 11Q: 3 clusters Score -6632857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222742 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6632867.000000 Penalty: 1120.579590
	Iteration 12Q: 3 clusters Score -6632867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222734 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -6632874.000000 Penalty: 1120.579590
	Iteration 13Q: 3 clusters Score -6632874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222724 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -6632890.000000 Penalty: 1120.579590
	Iteration 14Q: 3 clusters Score -6632890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222714 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -6632910.000000 Penalty: 1120.579590
	Iteration 15Q: 3 clusters Score -6632910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222703 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -6632915.500000 Penalty: 1120.579590
	Iteration 16Q: 3 clusters Score -6632916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222697 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -6632918.000000 Penalty: 1120.579590
	Iteration 17Q: 3 clusters Score -6632918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222691 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6632923.500000 Penalty: 1120.579590
	Iteration 18Q: 3 clusters Score -6632924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222691 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6632917.000000 Penalty: 1120.579590
	Iteration 19Q: 3 clusters Score -6632917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222691 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -6632921.000000 Penalty: 1120.579590
	Iteration 20F: 3 clusters Score -6632921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222687 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -6632934.000000 Penalty: 1120.579590
	Iteration 21Q: 3 clusters Score -6632934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222683 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6632942.500000 Penalty: 1120.579590
	Iteration 22Q: 3 clusters Score -6632942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222683 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -6632948.000000 Penalty: 1120.579590
	Iteration 23Q: 3 clusters Score -6632948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222679 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -6632954.000000 Penalty: 1120.579590
	Iteration 24Q: 3 clusters Score -6632954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222673 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -6632963.000000 Penalty: 1120.579590
	Iteration 25Q: 3 clusters Score -6632963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222668 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6632962.500000 Penalty: 1120.579590
	Iteration 26Q: 3 clusters Score -6632962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222666 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6632964.000000 Penalty: 1120.579590
	Iteration 27Q: 3 clusters Score -6632964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222662 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6632969.000000 Penalty: 1120.579590
	Iteration 28Q: 3 clusters Score -6632969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222659 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6632972.500000 Penalty: 1120.579590
	Iteration 29Q: 3 clusters Score -6632972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222656 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6632967.000000 Penalty: 1120.579590
	Iteration 30Q: 3 clusters Score -6632967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222656 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6632967.000000 Penalty: 1120.579590
	Iteration 31F: 3 clusters Score -6632967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Entering Unmasked Estep 
Score: -15615.307617 Penalty: 280.717285
	Iteration 0F: 2 clusters Score -15615.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15115.904297 Penalty: 561.434570
	Iteration 0F: 3 clusters Score -15115.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -15213.762695 Penalty: 561.434570
	Iteration 1F: 3 clusters Score -15213.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -15253.522461 Penalty: 561.434570
	Iteration 2F: 3 clusters Score -15253.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -15270.905273 Penalty: 561.434570
	Iteration 3F: 3 clusters Score -15270.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -15279.004883 Penalty: 561.434570
	Iteration 4Q: 3 clusters Score -15279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -15286.172852 Penalty: 561.434570
	Iteration 5Q: 3 clusters Score -15286.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15295.537109 Penalty: 561.434570
	Iteration 6Q: 3 clusters Score -15295.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15298.833008 Penalty: 561.434570
	Iteration 7Q: 3 clusters Score -15298.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -15300.834961 Penalty: 561.434570
	Iteration 8Q: 3 clusters Score -15300.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -15302.326172 Penalty: 561.434570
	Iteration 9Q: 3 clusters Score -15302.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -15303.625000 Penalty: 561.434570
	Iteration 10Q: 3 clusters Score -15303.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -15304.017578 Penalty: 561.434570
	Iteration 11Q: 3 clusters Score -15304.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -15304.969727 Penalty: 561.434570
	Iteration 12Q: 3 clusters Score -15304.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -15305.999023 Penalty: 561.434570
	Iteration 13Q: 3 clusters Score -15306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15306.338867 Penalty: 561.434570
	Iteration 14Q: 3 clusters Score -15306.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15306.458984 Penalty: 561.434570
	Iteration 15Q: 3 clusters Score -15306.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -15306.458984 Penalty: 561.434570
	Iteration 16F: 3 clusters Score -15306.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (373883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373883 members 
Entering Unmasked Estep 
Score: -11780365.000000 Penalty: 583.842285
	Iteration 0F: 2 clusters Score -1.178036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186502 members 
Mstep: Class 2 contains 187381 members 
Entering Unmasked Estep 
Score: -11525291.000000 Penalty: 1167.684570
	Iteration 0F: 3 clusters Score -1.152529e+07 nChanged 184627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 228018 members 
Entering Unmasked Estep 
Score: -11652542.000000 Penalty: 1167.684570
	Iteration 1F: 3 clusters Score -1.165254e+07 nChanged 23449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126018 members 
Mstep: Class 2 contains 247865 members 
Entering Unmasked Estep 
Score: -11665096.000000 Penalty: 1167.684570
	Iteration 2F: 3 clusters Score -1.16651e+07 nChanged 27126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100908 members 
Mstep: Class 2 contains 272975 members 
Entering Unmasked Estep 
Score: -11683783.000000 Penalty: 1167.684570
	Iteration 3F: 3 clusters Score -1.168378e+07 nChanged 29697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71935 members 
Mstep: Class 2 contains 301948 members 
Entering Unmasked Estep 
Score: -11708835.000000 Penalty: 1167.684570
	Iteration 4F: 3 clusters Score -1.170884e+07 nChanged 28795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 330655 members 
Entering Unmasked Estep 
Score: -11736715.000000 Penalty: 1167.684570
	Iteration 5F: 3 clusters Score -1.173672e+07 nChanged 22352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 353007 members 
Entering Unmasked Estep 
Score: -11759864.000000 Penalty: 1167.684570
	Iteration 6F: 3 clusters Score -1.175986e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 365373 members 
Entering Unmasked Estep 
Score: -11772782.000000 Penalty: 1167.684570
	Iteration 7Q: 3 clusters Score -1.177278e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 369851 members 
Entering Unmasked Estep 
Score: -11777259.000000 Penalty: 1167.684570
	Iteration 8Q: 3 clusters Score -1.177726e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 371299 members 
Entering Unmasked Estep 
Score: -11778619.000000 Penalty: 1167.684570
	Iteration 9Q: 3 clusters Score -1.177862e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 371943 members 
Entering Unmasked Estep 
Score: -11779122.000000 Penalty: 1167.684570
	Iteration 10Q: 3 clusters Score -1.177912e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 372349 members 
Entering Unmasked Estep 
Score: -11779364.000000 Penalty: 1167.684570
	Iteration 11Q: 3 clusters Score -1.177936e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 372621 members 
Entering Unmasked Estep 
Score: -11779542.000000 Penalty: 1167.684570
	Iteration 12Q: 3 clusters Score -1.177954e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 372805 members 
Entering Unmasked Estep 
Score: -11779624.000000 Penalty: 1167.684570
	Iteration 13Q: 3 clusters Score -1.177962e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 372922 members 
Entering Unmasked Estep 
Score: -11779697.000000 Penalty: 1167.684570
	Iteration 14Q: 3 clusters Score -1.17797e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 373005 members 
Entering Unmasked Estep 
Score: -11779724.000000 Penalty: 1167.684570
	Iteration 15Q: 3 clusters Score -1.177972e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 373073 members 
Entering Unmasked Estep 
Score: -11779762.000000 Penalty: 1167.684570
	Iteration 16Q: 3 clusters Score -1.177976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 373134 members 
Entering Unmasked Estep 
Score: -11779772.000000 Penalty: 1167.684570
	Iteration 17Q: 3 clusters Score -1.177977e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 373183 members 
Entering Unmasked Estep 
Score: -11779797.000000 Penalty: 1167.684570
	Iteration 18Q: 3 clusters Score -1.17798e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 373233 members 
Entering Unmasked Estep 
Score: -11779818.000000 Penalty: 1167.684570
	Iteration 19Q: 3 clusters Score -1.177982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 373270 members 
Entering Unmasked Estep 
Score: -11779826.000000 Penalty: 1167.684570
	Iteration 20F: 3 clusters Score -1.177983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 373303 members 
Entering Unmasked Estep 
Score: -11779834.000000 Penalty: 1167.684570
	Iteration 21Q: 3 clusters Score -1.177983e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 373332 members 
Entering Unmasked Estep 
Score: -11779850.000000 Penalty: 1167.684570
	Iteration 22Q: 3 clusters Score -1.177985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 373358 members 
Entering Unmasked Estep 
Score: -11779864.000000 Penalty: 1167.684570
	Iteration 23Q: 3 clusters Score -1.177986e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 373385 members 
Entering Unmasked Estep 
Score: -11779871.000000 Penalty: 1167.684570
	Iteration 24Q: 3 clusters Score -1.177987e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 373400 members 
Entering Unmasked Estep 
Score: -11779864.000000 Penalty: 1167.684570
	Iteration 25Q: 3 clusters Score -1.177986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 373420 members 
Entering Unmasked Estep 
Score: -11779869.000000 Penalty: 1167.684570
	Iteration 26Q: 3 clusters Score -1.177987e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 373439 members 
Entering Unmasked Estep 
Score: -11779888.000000 Penalty: 1167.684570
	Iteration 27Q: 3 clusters Score -1.177989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 373451 members 
Entering Unmasked Estep 
Score: -11779911.000000 Penalty: 1167.684570
	Iteration 28Q: 3 clusters Score -1.177991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 373456 members 
Entering Unmasked Estep 
Score: -11779913.000000 Penalty: 1167.684570
	Iteration 29Q: 3 clusters Score -1.177991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 373466 members 
Entering Unmasked Estep 
Score: -11779914.000000 Penalty: 1167.684570
	Iteration 30Q: 3 clusters Score -1.177991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 373471 members 
Entering Unmasked Estep 
Score: -11779913.000000 Penalty: 1167.684570
	Iteration 31Q: 3 clusters Score -1.177991e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 373474 members 
Entering Unmasked Estep 
Score: -11779914.000000 Penalty: 1167.684570
	Iteration 32Q: 3 clusters Score -1.177991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 373474 members 
Entering Unmasked Estep 
Score: -11779913.000000 Penalty: 1167.684570
	Iteration 33Q: 3 clusters Score -1.177991e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 373475 members 
Entering Unmasked Estep 
Score: -11779911.000000 Penalty: 1167.684570
	Iteration 34Q: 3 clusters Score -1.177991e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 373475 members 
Entering Unmasked Estep 
Score: -11779911.000000 Penalty: 1167.684570
	Iteration 35F: 3 clusters Score -1.177991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Entering Unmasked Estep 
Score: -43132.914062 Penalty: 327.754944
	Iteration 0F: 2 clusters Score -43132.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -42100.656250 Penalty: 655.509888
	Iteration 0F: 3 clusters Score -42100.66 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -42402.621094 Penalty: 655.509888
	Iteration 1F: 3 clusters Score -42402.62 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -42483.015625 Penalty: 655.509888
	Iteration 2F: 3 clusters Score -42483.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -42550.250000 Penalty: 655.509888
	Iteration 3F: 3 clusters Score -42550.25 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -42629.039062 Penalty: 655.509888
	Iteration 4F: 3 clusters Score -42629.04 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -42726.046875 Penalty: 655.509888
	Iteration 5F: 3 clusters Score -42726.05 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -42805.816406 Penalty: 655.509888
	Iteration 6F: 3 clusters Score -42805.82 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -42872.085938 Penalty: 655.509888
	Iteration 7Q: 3 clusters Score -42872.09 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -42936.687500 Penalty: 655.509888
	Iteration 8Q: 3 clusters Score -42936.69 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -43005.753906 Penalty: 655.509888
	Iteration 9Q: 3 clusters Score -43005.75 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -43068.050781 Penalty: 655.509888
	Iteration 10Q: 3 clusters Score -43068.05 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -43117.128906 Penalty: 655.509888
	Iteration 11Q: 3 clusters Score -43117.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -43142.902344 Penalty: 655.509888
	Iteration 12Q: 3 clusters Score -43142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -43148.519531 Penalty: 655.509888
	Iteration 13Q: 3 clusters Score -43148.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -43150.582031 Penalty: 655.509888
	Iteration 14Q: 3 clusters Score -43150.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -43151.894531 Penalty: 655.509888
	Iteration 15Q: 3 clusters Score -43151.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -43152.843750 Penalty: 655.509888
	Iteration 16Q: 3 clusters Score -43152.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -43152.976562 Penalty: 655.509888
	Iteration 17Q: 3 clusters Score -43152.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -43154.921875 Penalty: 655.509888
	Iteration 18F: 3 clusters Score -43154.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -43155.847656 Penalty: 655.509888
	Iteration 19Q: 3 clusters Score -43155.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -43156.175781 Penalty: 655.509888
	Iteration 20F: 3 clusters Score -43156.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 222807 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 373883 members 
Mstep: Class 5 contains 440 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 15822 members 
Mstep: Class 10 contains 47635 members 
Mstep: Class 11 contains 904 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22713 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 25975 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
Score: -21495556.000000 Penalty: 10439.538086
Splitting cluster 5 changes total score from -21495806.000000 to -21495556.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -69221.078125 Penalty: 356.841553
	Iteration 0F: 2 clusters Score -69221.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -67442.187500 Penalty: 713.683105
	Iteration 0F: 3 clusters Score -67442.19 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -68394.601562 Penalty: 713.683105
	Iteration 1F: 3 clusters Score -68394.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -68851.148438 Penalty: 713.683105
	Iteration 2F: 3 clusters Score -68851.15 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -69155.484375 Penalty: 713.683105
	Iteration 3F: 3 clusters Score -69155.48 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -69316.117188 Penalty: 713.683105
	Iteration 4F: 3 clusters Score -69316.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -69367.742188 Penalty: 713.683105
	Iteration 5Q: 3 clusters Score -69367.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -69384.226562 Penalty: 713.683105
	Iteration 6Q: 3 clusters Score -69384.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -69388.859375 Penalty: 713.683105
	Iteration 7Q: 3 clusters Score -69388.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -69390.937500 Penalty: 713.683105
	Iteration 8Q: 3 clusters Score -69390.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -69392.945312 Penalty: 713.683105
	Iteration 9Q: 3 clusters Score -69392.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -69393.875000 Penalty: 713.683105
	Iteration 10Q: 3 clusters Score -69393.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -69395.539062 Penalty: 713.683105
	Iteration 11Q: 3 clusters Score -69395.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -69397.609375 Penalty: 713.683105
	Iteration 12Q: 3 clusters Score -69397.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -69397.765625 Penalty: 713.683105
	Iteration 13Q: 3 clusters Score -69397.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -69397.765625 Penalty: 713.683105
	Iteration 14F: 3 clusters Score -69397.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 222807 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 373883 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 317 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 15822 members 
Mstep: Class 10 contains 47635 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22713 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 25975 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
Score: -21495694.000000 Penalty: 10439.538086
Splitting cluster 6 changes total score from -21495806.000000 to -21495694.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -43714.019531 Penalty: 327.346893
	Iteration 0F: 2 clusters Score -43714.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -42659.320312 Penalty: 654.693787
	Iteration 0F: 3 clusters Score -42659.32 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -42976.707031 Penalty: 654.693787
	Iteration 1F: 3 clusters Score -42976.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -43027.082031 Penalty: 654.693787
	Iteration 2F: 3 clusters Score -43027.08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -43070.953125 Penalty: 654.693787
	Iteration 3Q: 3 clusters Score -43070.95 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -43123.371094 Penalty: 654.693787
	Iteration 4Q: 3 clusters Score -43123.37 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -43173.644531 Penalty: 654.693787
	Iteration 5Q: 3 clusters Score -43173.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -43221.628906 Penalty: 654.693787
	Iteration 6Q: 3 clusters Score -43221.63 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -43261.300781 Penalty: 654.693787
	Iteration 7Q: 3 clusters Score -43261.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -43292.433594 Penalty: 654.693787
	Iteration 8Q: 3 clusters Score -43292.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -43316.277344 Penalty: 654.693787
	Iteration 9Q: 3 clusters Score -43316.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -43337.707031 Penalty: 654.693787
	Iteration 10Q: 3 clusters Score -43337.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -43353.015625 Penalty: 654.693787
	Iteration 11Q: 3 clusters Score -43353.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -43367.355469 Penalty: 654.693787
	Iteration 12Q: 3 clusters Score -43367.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -43383.769531 Penalty: 654.693787
	Iteration 13Q: 3 clusters Score -43383.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -43401.304688 Penalty: 654.693787
	Iteration 14Q: 3 clusters Score -43401.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -43418.488281 Penalty: 654.693787
	Iteration 15Q: 3 clusters Score -43418.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -43429.363281 Penalty: 654.693787
	Iteration 16Q: 3 clusters Score -43429.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -43434.644531 Penalty: 654.693787
	Iteration 17Q: 3 clusters Score -43434.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -43440.691406 Penalty: 654.693787
	Iteration 18Q: 3 clusters Score -43440.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -43443.761719 Penalty: 654.693787
	Iteration 19Q: 3 clusters Score -43443.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -43444.816406 Penalty: 654.693787
	Iteration 20F: 3 clusters Score -43444.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -43446.507812 Penalty: 654.693787
	Iteration 21Q: 3 clusters Score -43446.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -43447.355469 Penalty: 654.693787
	Iteration 22Q: 3 clusters Score -43447.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -43449.597656 Penalty: 654.693787
	Iteration 23Q: 3 clusters Score -43449.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -43450.632812 Penalty: 654.693787
	Iteration 24Q: 3 clusters Score -43450.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -43451.671875 Penalty: 654.693787
	Iteration 25Q: 3 clusters Score -43451.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -43452.746094 Penalty: 654.693787
	Iteration 26Q: 3 clusters Score -43452.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -43452.746094 Penalty: 654.693787
	Iteration 27F: 3 clusters Score -43452.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -69740.867188 Penalty: 349.068115
	Iteration 0F: 2 clusters Score -69740.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -68178.937500 Penalty: 698.136230
	Iteration 0F: 3 clusters Score -68178.94 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -68619.046875 Penalty: 698.136230
	Iteration 1F: 3 clusters Score -68619.05 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -68678.804688 Penalty: 698.136230
	Iteration 2F: 3 clusters Score -68678.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -68740.835938 Penalty: 698.136230
	Iteration 3F: 3 clusters Score -68740.84 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -68812.882812 Penalty: 698.136230
	Iteration 4F: 3 clusters Score -68812.88 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -68912.656250 Penalty: 698.136230
	Iteration 5F: 3 clusters Score -68912.66 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -68995.593750 Penalty: 698.136230
	Iteration 6F: 3 clusters Score -68995.59 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -69058.531250 Penalty: 698.136230
	Iteration 7F: 3 clusters Score -69058.53 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -69119.171875 Penalty: 698.136230
	Iteration 8Q: 3 clusters Score -69119.17 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -69177.085938 Penalty: 698.136230
	Iteration 9Q: 3 clusters Score -69177.09 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -69233.328125 Penalty: 698.136230
	Iteration 10Q: 3 clusters Score -69233.33 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -69272.070312 Penalty: 698.136230
	Iteration 11Q: 3 clusters Score -69272.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -69302.515625 Penalty: 698.136230
	Iteration 12Q: 3 clusters Score -69302.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -69314.523438 Penalty: 698.136230
	Iteration 13Q: 3 clusters Score -69314.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -69322.570312 Penalty: 698.136230
	Iteration 14Q: 3 clusters Score -69322.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -69330.078125 Penalty: 698.136230
	Iteration 15Q: 3 clusters Score -69330.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -69339.851562 Penalty: 698.136230
	Iteration 16Q: 3 clusters Score -69339.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -69345.023438 Penalty: 698.136230
	Iteration 17Q: 3 clusters Score -69345.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -69348.992188 Penalty: 698.136230
	Iteration 18Q: 3 clusters Score -69348.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -69351.015625 Penalty: 698.136230
	Iteration 19Q: 3 clusters Score -69351.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -69351.609375 Penalty: 698.136230
	Iteration 20F: 3 clusters Score -69351.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -69352.335938 Penalty: 698.136230
	Iteration 21Q: 3 clusters Score -69352.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -69353.000000 Penalty: 698.136230
	Iteration 22Q: 3 clusters Score -69353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -69354.671875 Penalty: 698.136230
	Iteration 23Q: 3 clusters Score -69354.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -69355.125000 Penalty: 698.136230
	Iteration 24Q: 3 clusters Score -69355.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -69356.140625 Penalty: 698.136230
	Iteration 25Q: 3 clusters Score -69356.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -69356.867188 Penalty: 698.136230
	Iteration 26Q: 3 clusters Score -69356.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -69357.031250 Penalty: 698.136230
	Iteration 27Q: 3 clusters Score -69357.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -69357.570312 Penalty: 698.136230
	Iteration 28Q: 3 clusters Score -69357.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -69358.164062 Penalty: 698.136230
	Iteration 29Q: 3 clusters Score -69358.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -69358.445312 Penalty: 698.136230
	Iteration 30Q: 3 clusters Score -69358.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -69359.226562 Penalty: 698.136230
	Iteration 31Q: 3 clusters Score -69359.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -69360.164062 Penalty: 698.136230
	Iteration 32Q: 3 clusters Score -69360.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -69362.179688 Penalty: 698.136230
	Iteration 33Q: 3 clusters Score -69362.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -69362.500000 Penalty: 698.136230
	Iteration 34Q: 3 clusters Score -69362.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -69363.195312 Penalty: 698.136230
	Iteration 35Q: 3 clusters Score -69363.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -69364.226562 Penalty: 698.136230
	Iteration 36Q: 3 clusters Score -69364.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -69365.242188 Penalty: 698.136230
	Iteration 37Q: 3 clusters Score -69365.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -69366.546875 Penalty: 698.136230
	Iteration 38Q: 3 clusters Score -69366.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -69367.007812 Penalty: 698.136230
	Iteration 39Q: 3 clusters Score -69367.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -69367.054688 Penalty: 698.136230
	Iteration 40F: 3 clusters Score -69367.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Entering Unmasked Estep 
Score: -508040.000000 Penalty: 439.946655
	Iteration 0F: 2 clusters Score -508040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -497513.875000 Penalty: 879.893311
	Iteration 0F: 3 clusters Score -497513.9 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -502184.875000 Penalty: 879.893311
	Iteration 1F: 3 clusters Score -502184.9 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -502806.531250 Penalty: 879.893311
	Iteration 2F: 3 clusters Score -502806.5 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -503660.750000 Penalty: 879.893311
	Iteration 3F: 3 clusters Score -503660.8 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -504612.625000 Penalty: 879.893311
	Iteration 4F: 3 clusters Score -504612.6 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -505436.625000 Penalty: 879.893311
	Iteration 5F: 3 clusters Score -505436.6 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -505831.812500 Penalty: 879.893311
	Iteration 6F: 3 clusters Score -505831.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -505958.250000 Penalty: 879.893311
	Iteration 7Q: 3 clusters Score -505958.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -506004.125000 Penalty: 879.893311
	Iteration 8Q: 3 clusters Score -506004.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -506031.906250 Penalty: 879.893311
	Iteration 9Q: 3 clusters Score -506031.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -506064.375000 Penalty: 879.893311
	Iteration 10Q: 3 clusters Score -506064.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -506081.968750 Penalty: 879.893311
	Iteration 11Q: 3 clusters Score -506082 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -506099.687500 Penalty: 879.893311
	Iteration 12Q: 3 clusters Score -506099.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -506114.218750 Penalty: 879.893311
	Iteration 13Q: 3 clusters Score -506114.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -506129.937500 Penalty: 879.893311
	Iteration 14Q: 3 clusters Score -506129.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -506147.375000 Penalty: 879.893311
	Iteration 15Q: 3 clusters Score -506147.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -506157.625000 Penalty: 879.893311
	Iteration 16Q: 3 clusters Score -506157.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -506172.187500 Penalty: 879.893311
	Iteration 17Q: 3 clusters Score -506172.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -506187.218750 Penalty: 879.893311
	Iteration 18Q: 3 clusters Score -506187.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -506200.218750 Penalty: 879.893311
	Iteration 19Q: 3 clusters Score -506200.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -506209.031250 Penalty: 879.893311
	Iteration 20F: 3 clusters Score -506209 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -506220.156250 Penalty: 879.893311
	Iteration 21Q: 3 clusters Score -506220.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -506230.343750 Penalty: 879.893311
	Iteration 22Q: 3 clusters Score -506230.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -506240.843750 Penalty: 879.893311
	Iteration 23Q: 3 clusters Score -506240.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -506251.687500 Penalty: 879.893311
	Iteration 24Q: 3 clusters Score -506251.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -506260.437500 Penalty: 879.893311
	Iteration 25Q: 3 clusters Score -506260.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -506270.968750 Penalty: 879.893311
	Iteration 26Q: 3 clusters Score -506271 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -506286.000000 Penalty: 879.893311
	Iteration 27Q: 3 clusters Score -506286 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -506300.468750 Penalty: 879.893311
	Iteration 28Q: 3 clusters Score -506300.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -506318.250000 Penalty: 879.893311
	Iteration 29Q: 3 clusters Score -506318.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -506340.218750 Penalty: 879.893311
	Iteration 30Q: 3 clusters Score -506340.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -506358.468750 Penalty: 879.893311
	Iteration 31Q: 3 clusters Score -506358.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -506379.250000 Penalty: 879.893311
	Iteration 32Q: 3 clusters Score -506379.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -506404.187500 Penalty: 879.893311
	Iteration 33Q: 3 clusters Score -506404.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -506426.031250 Penalty: 879.893311
	Iteration 34Q: 3 clusters Score -506426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -506444.687500 Penalty: 879.893311
	Iteration 35Q: 3 clusters Score -506444.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -506462.656250 Penalty: 879.893311
	Iteration 36Q: 3 clusters Score -506462.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -506479.218750 Penalty: 879.893311
	Iteration 37Q: 3 clusters Score -506479.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -506497.843750 Penalty: 879.893311
	Iteration 38Q: 3 clusters Score -506497.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -506515.031250 Penalty: 879.893311
	Iteration 39Q: 3 clusters Score -506515 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -506529.437500 Penalty: 879.893311
	Iteration 40F: 3 clusters Score -506529.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -506543.781250 Penalty: 879.893311
	Iteration 41Q: 3 clusters Score -506543.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -506556.812500 Penalty: 879.893311
	Iteration 42Q: 3 clusters Score -506556.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -506565.906250 Penalty: 879.893311
	Iteration 43Q: 3 clusters Score -506565.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -506573.000000 Penalty: 879.893311
	Iteration 44Q: 3 clusters Score -506573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -506578.031250 Penalty: 879.893311
	Iteration 45Q: 3 clusters Score -506578 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -506584.750000 Penalty: 879.893311
	Iteration 46Q: 3 clusters Score -506584.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -506591.343750 Penalty: 879.893311
	Iteration 47Q: 3 clusters Score -506591.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -506594.625000 Penalty: 879.893311
	Iteration 48Q: 3 clusters Score -506594.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -506598.562500 Penalty: 879.893311
	Iteration 49Q: 3 clusters Score -506598.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -506604.656250 Penalty: 879.893311
	Iteration 50Q: 3 clusters Score -506604.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -506611.250000 Penalty: 879.893311
	Iteration 51Q: 3 clusters Score -506611.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -506615.718750 Penalty: 879.893311
	Iteration 52Q: 3 clusters Score -506615.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -506619.781250 Penalty: 879.893311
	Iteration 53Q: 3 clusters Score -506619.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -506627.062500 Penalty: 879.893311
	Iteration 54Q: 3 clusters Score -506627.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -506633.937500 Penalty: 879.893311
	Iteration 55Q: 3 clusters Score -506633.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -506642.093750 Penalty: 879.893311
	Iteration 56Q: 3 clusters Score -506642.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -506655.625000 Penalty: 879.893311
	Iteration 57Q: 3 clusters Score -506655.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -506666.406250 Penalty: 879.893311
	Iteration 58Q: 3 clusters Score -506666.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -506674.187500 Penalty: 879.893311
	Iteration 59Q: 3 clusters Score -506674.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -506683.187500 Penalty: 879.893311
	Iteration 60F: 3 clusters Score -506683.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -506693.656250 Penalty: 879.893311
	Iteration 61Q: 3 clusters Score -506693.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -506702.437500 Penalty: 879.893311
	Iteration 62Q: 3 clusters Score -506702.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -506715.062500 Penalty: 879.893311
	Iteration 63Q: 3 clusters Score -506715.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -506724.156250 Penalty: 879.893311
	Iteration 64Q: 3 clusters Score -506724.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -506730.687500 Penalty: 879.893311
	Iteration 65Q: 3 clusters Score -506730.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -506739.718750 Penalty: 879.893311
	Iteration 66Q: 3 clusters Score -506739.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -506745.625000 Penalty: 879.893311
	Iteration 67Q: 3 clusters Score -506745.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -506753.312500 Penalty: 879.893311
	Iteration 68Q: 3 clusters Score -506753.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -506759.687500 Penalty: 879.893311
	Iteration 69Q: 3 clusters Score -506759.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -506764.343750 Penalty: 879.893311
	Iteration 70Q: 3 clusters Score -506764.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -506771.062500 Penalty: 879.893311
	Iteration 71Q: 3 clusters Score -506771.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -506781.843750 Penalty: 879.893311
	Iteration 72Q: 3 clusters Score -506781.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -506789.812500 Penalty: 879.893311
	Iteration 73Q: 3 clusters Score -506789.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -506801.437500 Penalty: 879.893311
	Iteration 74Q: 3 clusters Score -506801.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -506814.156250 Penalty: 879.893311
	Iteration 75Q: 3 clusters Score -506814.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -506828.093750 Penalty: 879.893311
	Iteration 76Q: 3 clusters Score -506828.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -506843.937500 Penalty: 879.893311
	Iteration 77Q: 3 clusters Score -506843.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -506859.500000 Penalty: 879.893311
	Iteration 78Q: 3 clusters Score -506859.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -506873.468750 Penalty: 879.893311
	Iteration 79Q: 3 clusters Score -506873.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -506893.468750 Penalty: 879.893311
	Iteration 80F: 3 clusters Score -506893.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -506917.406250 Penalty: 879.893311
	Iteration 81Q: 3 clusters Score -506917.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -506938.312500 Penalty: 879.893311
	Iteration 82Q: 3 clusters Score -506938.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -506963.031250 Penalty: 879.893311
	Iteration 83Q: 3 clusters Score -506963 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -506982.937500 Penalty: 879.893311
	Iteration 84Q: 3 clusters Score -506982.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -507003.281250 Penalty: 879.893311
	Iteration 85Q: 3 clusters Score -507003.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -507020.468750 Penalty: 879.893311
	Iteration 86Q: 3 clusters Score -507020.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -507039.093750 Penalty: 879.893311
	Iteration 87Q: 3 clusters Score -507039.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -507056.593750 Penalty: 879.893311
	Iteration 88Q: 3 clusters Score -507056.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -507068.875000 Penalty: 879.893311
	Iteration 89Q: 3 clusters Score -507068.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -507089.906250 Penalty: 879.893311
	Iteration 90Q: 3 clusters Score -507089.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -507106.656250 Penalty: 879.893311
	Iteration 91Q: 3 clusters Score -507106.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -507127.250000 Penalty: 879.893311
	Iteration 92Q: 3 clusters Score -507127.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -507150.968750 Penalty: 879.893311
	Iteration 93Q: 3 clusters Score -507151 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -507172.250000 Penalty: 879.893311
	Iteration 94Q: 3 clusters Score -507172.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -507197.781250 Penalty: 879.893311
	Iteration 95Q: 3 clusters Score -507197.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -507230.125000 Penalty: 879.893311
	Iteration 96Q: 3 clusters Score -507230.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -507263.812500 Penalty: 879.893311
	Iteration 97Q: 3 clusters Score -507263.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -507292.531250 Penalty: 879.893311
	Iteration 98Q: 3 clusters Score -507292.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -507323.406250 Penalty: 879.893311
	Iteration 99Q: 3 clusters Score -507323.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -507366.000000 Penalty: 879.893311
	Iteration 100F: 3 clusters Score -507366 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -507407.281250 Penalty: 879.893311
	Iteration 101Q: 3 clusters Score -507407.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -507430.406250 Penalty: 879.893311
	Iteration 102Q: 3 clusters Score -507430.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -507450.156250 Penalty: 879.893311
	Iteration 103Q: 3 clusters Score -507450.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -507477.000000 Penalty: 879.893311
	Iteration 104Q: 3 clusters Score -507477 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -507505.343750 Penalty: 879.893311
	Iteration 105Q: 3 clusters Score -507505.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -507527.718750 Penalty: 879.893311
	Iteration 106Q: 3 clusters Score -507527.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -507543.187500 Penalty: 879.893311
	Iteration 107Q: 3 clusters Score -507543.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -507557.062500 Penalty: 879.893311
	Iteration 108Q: 3 clusters Score -507557.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -507569.062500 Penalty: 879.893311
	Iteration 109Q: 3 clusters Score -507569.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -507579.375000 Penalty: 879.893311
	Iteration 110Q: 3 clusters Score -507579.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -507586.437500 Penalty: 879.893311
	Iteration 111Q: 3 clusters Score -507586.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -507592.750000 Penalty: 879.893311
	Iteration 112Q: 3 clusters Score -507592.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -507597.875000 Penalty: 879.893311
	Iteration 113Q: 3 clusters Score -507597.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -507605.125000 Penalty: 879.893311
	Iteration 114Q: 3 clusters Score -507605.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -507613.812500 Penalty: 879.893311
	Iteration 115Q: 3 clusters Score -507613.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -507621.968750 Penalty: 879.893311
	Iteration 116Q: 3 clusters Score -507622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -507629.593750 Penalty: 879.893311
	Iteration 117Q: 3 clusters Score -507629.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -507635.468750 Penalty: 879.893311
	Iteration 118Q: 3 clusters Score -507635.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -507641.218750 Penalty: 879.893311
	Iteration 119Q: 3 clusters Score -507641.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -507645.531250 Penalty: 879.893311
	Iteration 120F: 3 clusters Score -507645.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -507649.125000 Penalty: 879.893311
	Iteration 121Q: 3 clusters Score -507649.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -507652.000000 Penalty: 879.893311
	Iteration 122Q: 3 clusters Score -507652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -507651.656250 Penalty: 879.893311
	Iteration 123Q: 3 clusters Score -507651.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -507652.687500 Penalty: 879.893311
	Iteration 124Q: 3 clusters Score -507652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -507657.718750 Penalty: 879.893311
	Iteration 125Q: 3 clusters Score -507657.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -507660.093750 Penalty: 879.893311
	Iteration 126Q: 3 clusters Score -507660.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -507663.125000 Penalty: 879.893311
	Iteration 127Q: 3 clusters Score -507663.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -507665.406250 Penalty: 879.893311
	Iteration 128Q: 3 clusters Score -507665.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -507668.312500 Penalty: 879.893311
	Iteration 129Q: 3 clusters Score -507668.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -507675.656250 Penalty: 879.893311
	Iteration 130Q: 3 clusters Score -507675.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -507680.468750 Penalty: 879.893311
	Iteration 131Q: 3 clusters Score -507680.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -507684.500000 Penalty: 879.893311
	Iteration 132Q: 3 clusters Score -507684.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -507685.750000 Penalty: 879.893311
	Iteration 133Q: 3 clusters Score -507685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -507686.687500 Penalty: 879.893311
	Iteration 134Q: 3 clusters Score -507686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -507688.906250 Penalty: 879.893311
	Iteration 135Q: 3 clusters Score -507688.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -507689.125000 Penalty: 879.893311
	Iteration 136Q: 3 clusters Score -507689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -507693.031250 Penalty: 879.893311
	Iteration 137Q: 3 clusters Score -507693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -507694.812500 Penalty: 879.893311
	Iteration 138Q: 3 clusters Score -507694.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -507697.718750 Penalty: 879.893311
	Iteration 139Q: 3 clusters Score -507697.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -507699.906250 Penalty: 879.893311
	Iteration 140F: 3 clusters Score -507699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -507700.843750 Penalty: 879.893311
	Iteration 141Q: 3 clusters Score -507700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -507703.062500 Penalty: 879.893311
	Iteration 142Q: 3 clusters Score -507703.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -507704.062500 Penalty: 879.893311
	Iteration 143Q: 3 clusters Score -507704.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -507705.843750 Penalty: 879.893311
	Iteration 144Q: 3 clusters Score -507705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -507706.093750 Penalty: 879.893311
	Iteration 145Q: 3 clusters Score -507706.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -507706.218750 Penalty: 879.893311
	Iteration 146Q: 3 clusters Score -507706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -507706.218750 Penalty: 879.893311
	Iteration 147F: 3 clusters Score -507706.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Entering Unmasked Estep 
Score: -1514082.000000 Penalty: 490.095215
	Iteration 0F: 2 clusters Score -1514082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -1482161.375000 Penalty: 980.190430
	Iteration 0F: 3 clusters Score -1482161 nChanged 22984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -1496071.375000 Penalty: 980.190430
	Iteration 1F: 3 clusters Score -1496071 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1497340.250000 Penalty: 980.190430
	Iteration 2Q: 3 clusters Score -1497340 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -1499488.500000 Penalty: 980.190430
	Iteration 3F: 3 clusters Score -1499488 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28213 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -1502309.000000 Penalty: 980.190430
	Iteration 4F: 3 clusters Score -1502309 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -1504921.875000 Penalty: 980.190430
	Iteration 5F: 3 clusters Score -1504922 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1506356.875000 Penalty: 980.190430
	Iteration 6F: 3 clusters Score -1506357 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1506950.875000 Penalty: 980.190430
	Iteration 7Q: 3 clusters Score -1506951 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1507274.250000 Penalty: 980.190430
	Iteration 8Q: 3 clusters Score -1507274 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31777 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -1507527.625000 Penalty: 980.190430
	Iteration 9Q: 3 clusters Score -1507528 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -1507791.875000 Penalty: 980.190430
	Iteration 10Q: 3 clusters Score -1507792 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1508056.375000 Penalty: 980.190430
	Iteration 11Q: 3 clusters Score -1508056 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1508304.500000 Penalty: 980.190430
	Iteration 12Q: 3 clusters Score -1508304 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1508566.625000 Penalty: 980.190430
	Iteration 13Q: 3 clusters Score -1508567 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1508841.625000 Penalty: 980.190430
	Iteration 14Q: 3 clusters Score -1508842 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1509106.500000 Penalty: 980.190430
	Iteration 15Q: 3 clusters Score -1509106 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1509368.625000 Penalty: 980.190430
	Iteration 16Q: 3 clusters Score -1509369 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36886 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1509642.000000 Penalty: 980.190430
	Iteration 17Q: 3 clusters Score -1509642 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1509922.375000 Penalty: 980.190430
	Iteration 18Q: 3 clusters Score -1509922 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1510211.125000 Penalty: 980.190430
	Iteration 19Q: 3 clusters Score -1510211 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1510509.500000 Penalty: 980.190430
	Iteration 20F: 3 clusters Score -1510510 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1510796.875000 Penalty: 980.190430
	Iteration 21Q: 3 clusters Score -1510797 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1511066.125000 Penalty: 980.190430
	Iteration 22Q: 3 clusters Score -1511066 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1511333.000000 Penalty: 980.190430
	Iteration 23Q: 3 clusters Score -1511333 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1511593.750000 Penalty: 980.190430
	Iteration 24Q: 3 clusters Score -1511594 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1511854.375000 Penalty: 980.190430
	Iteration 25Q: 3 clusters Score -1511854 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1512122.625000 Penalty: 980.190430
	Iteration 26Q: 3 clusters Score -1512123 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43581 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1512383.625000 Penalty: 980.190430
	Iteration 27Q: 3 clusters Score -1512384 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1512634.125000 Penalty: 980.190430
	Iteration 28Q: 3 clusters Score -1512634 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1512846.500000 Penalty: 980.190430
	Iteration 29Q: 3 clusters Score -1512846 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1513029.875000 Penalty: 980.190430
	Iteration 30Q: 3 clusters Score -1513030 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1513218.250000 Penalty: 980.190430
	Iteration 31Q: 3 clusters Score -1513218 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1513350.250000 Penalty: 980.190430
	Iteration 32Q: 3 clusters Score -1513350 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1513460.625000 Penalty: 980.190430
	Iteration 33Q: 3 clusters Score -1513461 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1513570.250000 Penalty: 980.190430
	Iteration 34Q: 3 clusters Score -1513570 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1513639.250000 Penalty: 980.190430
	Iteration 35Q: 3 clusters Score -1513639 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1513697.125000 Penalty: 980.190430
	Iteration 36Q: 3 clusters Score -1513697 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1513735.625000 Penalty: 980.190430
	Iteration 37Q: 3 clusters Score -1513736 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1513770.250000 Penalty: 980.190430
	Iteration 38Q: 3 clusters Score -1513770 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1513793.875000 Penalty: 980.190430
	Iteration 39Q: 3 clusters Score -1513794 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46710 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1513811.000000 Penalty: 980.190430
	Iteration 40F: 3 clusters Score -1513811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1513824.625000 Penalty: 980.190430
	Iteration 41Q: 3 clusters Score -1513825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46799 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1513832.375000 Penalty: 980.190430
	Iteration 42Q: 3 clusters Score -1513832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1513841.000000 Penalty: 980.190430
	Iteration 43Q: 3 clusters Score -1513841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1513844.375000 Penalty: 980.190430
	Iteration 44Q: 3 clusters Score -1513844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1513846.250000 Penalty: 980.190430
	Iteration 45Q: 3 clusters Score -1513846 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1513850.875000 Penalty: 980.190430
	Iteration 46Q: 3 clusters Score -1513851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1513855.375000 Penalty: 980.190430
	Iteration 47Q: 3 clusters Score -1513855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1513855.750000 Penalty: 980.190430
	Iteration 48Q: 3 clusters Score -1513856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1513858.375000 Penalty: 980.190430
	Iteration 49Q: 3 clusters Score -1513858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1513856.875000 Penalty: 980.190430
	Iteration 50Q: 3 clusters Score -1513857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1513856.750000 Penalty: 980.190430
	Iteration 51Q: 3 clusters Score -1513857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1513855.625000 Penalty: 980.190430
	Iteration 52Q: 3 clusters Score -1513856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1513854.500000 Penalty: 980.190430
	Iteration 53Q: 3 clusters Score -1513854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1513857.250000 Penalty: 980.190430
	Iteration 54Q: 3 clusters Score -1513857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1513858.125000 Penalty: 980.190430
	Iteration 55Q: 3 clusters Score -1513858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1513859.375000 Penalty: 980.190430
	Iteration 56Q: 3 clusters Score -1513859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1513859.625000 Penalty: 980.190430
	Iteration 57Q: 3 clusters Score -1513860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1513860.125000 Penalty: 980.190430
	Iteration 58Q: 3 clusters Score -1513860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1513860.125000 Penalty: 980.190430
	Iteration 59F: 3 clusters Score -1513860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -60608.140625 Penalty: 342.953064
	Iteration 0F: 2 clusters Score -60608.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -59220.906250 Penalty: 685.906128
	Iteration 0F: 3 clusters Score -59220.91 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -59642.058594 Penalty: 685.906128
	Iteration 1F: 3 clusters Score -59642.06 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -59787.511719 Penalty: 685.906128
	Iteration 2F: 3 clusters Score -59787.51 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -59975.863281 Penalty: 685.906128
	Iteration 3F: 3 clusters Score -59975.86 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -60117.960938 Penalty: 685.906128
	Iteration 4F: 3 clusters Score -60117.96 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -60232.804688 Penalty: 685.906128
	Iteration 5F: 3 clusters Score -60232.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -60323.585938 Penalty: 685.906128
	Iteration 6F: 3 clusters Score -60323.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -60377.085938 Penalty: 685.906128
	Iteration 7Q: 3 clusters Score -60377.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -60394.867188 Penalty: 685.906128
	Iteration 8Q: 3 clusters Score -60394.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -60403.527344 Penalty: 685.906128
	Iteration 9Q: 3 clusters Score -60403.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -60409.398438 Penalty: 685.906128
	Iteration 10Q: 3 clusters Score -60409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -60413.511719 Penalty: 685.906128
	Iteration 11Q: 3 clusters Score -60413.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -60415.800781 Penalty: 685.906128
	Iteration 12Q: 3 clusters Score -60415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -60417.156250 Penalty: 685.906128
	Iteration 13Q: 3 clusters Score -60417.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -60418.949219 Penalty: 685.906128
	Iteration 14Q: 3 clusters Score -60418.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -60420.011719 Penalty: 685.906128
	Iteration 15Q: 3 clusters Score -60420.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -60420.886719 Penalty: 685.906128
	Iteration 16Q: 3 clusters Score -60420.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -60422.722656 Penalty: 685.906128
	Iteration 17Q: 3 clusters Score -60422.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -60424.804688 Penalty: 685.906128
	Iteration 18Q: 3 clusters Score -60424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60426.375000 Penalty: 685.906128
	Iteration 19Q: 3 clusters Score -60426.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -60426.804688 Penalty: 685.906128
	Iteration 20F: 3 clusters Score -60426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -60427.085938 Penalty: 685.906128
	Iteration 21Q: 3 clusters Score -60427.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -60427.636719 Penalty: 685.906128
	Iteration 22Q: 3 clusters Score -60427.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -60428.511719 Penalty: 685.906128
	Iteration 23Q: 3 clusters Score -60428.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -60429.011719 Penalty: 685.906128
	Iteration 24Q: 3 clusters Score -60429.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -60429.386719 Penalty: 685.906128
	Iteration 25Q: 3 clusters Score -60429.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60429.718750 Penalty: 685.906128
	Iteration 26Q: 3 clusters Score -60429.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60430.714844 Penalty: 685.906128
	Iteration 27Q: 3 clusters Score -60430.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60431.101562 Penalty: 685.906128
	Iteration 28Q: 3 clusters Score -60431.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60431.410156 Penalty: 685.906128
	Iteration 29Q: 3 clusters Score -60431.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60431.496094 Penalty: 685.906128
	Iteration 30Q: 3 clusters Score -60431.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -60431.496094 Penalty: 685.906128
	Iteration 31F: 3 clusters Score -60431.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Entering Unmasked Estep 
Score: -84913.968750 Penalty: 356.320526
	Iteration 0F: 2 clusters Score -84913.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -83151.382812 Penalty: 712.641052
	Iteration 0F: 3 clusters Score -83151.38 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -83755.664062 Penalty: 712.641052
	Iteration 1F: 3 clusters Score -83755.66 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -83848.328125 Penalty: 712.641052
	Iteration 2F: 3 clusters Score -83848.33 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -83929.390625 Penalty: 712.641052
	Iteration 3F: 3 clusters Score -83929.39 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -84013.234375 Penalty: 712.641052
	Iteration 4Q: 3 clusters Score -84013.23 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -84117.343750 Penalty: 712.641052
	Iteration 5F: 3 clusters Score -84117.34 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -84254.906250 Penalty: 712.641052
	Iteration 6F: 3 clusters Score -84254.91 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -84403.789062 Penalty: 712.641052
	Iteration 7F: 3 clusters Score -84403.79 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -84480.562500 Penalty: 712.641052
	Iteration 8Q: 3 clusters Score -84480.56 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -84525.390625 Penalty: 712.641052
	Iteration 9Q: 3 clusters Score -84525.39 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -84556.007812 Penalty: 712.641052
	Iteration 10Q: 3 clusters Score -84556.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -84577.484375 Penalty: 712.641052
	Iteration 11Q: 3 clusters Score -84577.48 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -84594.617188 Penalty: 712.641052
	Iteration 12Q: 3 clusters Score -84594.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -84609.585938 Penalty: 712.641052
	Iteration 13Q: 3 clusters Score -84609.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -84627.828125 Penalty: 712.641052
	Iteration 14Q: 3 clusters Score -84627.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -84642.328125 Penalty: 712.641052
	Iteration 15Q: 3 clusters Score -84642.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -84650.140625 Penalty: 712.641052
	Iteration 16Q: 3 clusters Score -84650.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -84655.945312 Penalty: 712.641052
	Iteration 17Q: 3 clusters Score -84655.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -84658.351562 Penalty: 712.641052
	Iteration 18Q: 3 clusters Score -84658.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -84660.570312 Penalty: 712.641052
	Iteration 19Q: 3 clusters Score -84660.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -84661.757812 Penalty: 712.641052
	Iteration 20F: 3 clusters Score -84661.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -84664.187500 Penalty: 712.641052
	Iteration 21Q: 3 clusters Score -84664.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -84666.984375 Penalty: 712.641052
	Iteration 22Q: 3 clusters Score -84666.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -84669.609375 Penalty: 712.641052
	Iteration 23Q: 3 clusters Score -84669.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -84670.937500 Penalty: 712.641052
	Iteration 24Q: 3 clusters Score -84670.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -84672.187500 Penalty: 712.641052
	Iteration 25Q: 3 clusters Score -84672.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -84672.515625 Penalty: 712.641052
	Iteration 26Q: 3 clusters Score -84672.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -84673.132812 Penalty: 712.641052
	Iteration 27Q: 3 clusters Score -84673.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -84674.304688 Penalty: 712.641052
	Iteration 28Q: 3 clusters Score -84674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -84676.148438 Penalty: 712.641052
	Iteration 29Q: 3 clusters Score -84676.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -84676.906250 Penalty: 712.641052
	Iteration 30Q: 3 clusters Score -84676.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -84677.210938 Penalty: 712.641052
	Iteration 31Q: 3 clusters Score -84677.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -84677.234375 Penalty: 712.641052
	Iteration 32Q: 3 clusters Score -84677.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -84677.234375 Penalty: 712.641052
	Iteration 33F: 3 clusters Score -84677.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Entering Unmasked Estep 
Score: -727335.375000 Penalty: 456.396545
	Iteration 0F: 2 clusters Score -727335.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -712202.625000 Penalty: 912.793091
	Iteration 0F: 3 clusters Score -712202.6 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -718263.625000 Penalty: 912.793091
	Iteration 1F: 3 clusters Score -718263.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -718507.562500 Penalty: 912.793091
	Iteration 2Q: 3 clusters Score -718507.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -718920.187500 Penalty: 912.793091
	Iteration 3Q: 3 clusters Score -718920.2 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -719677.687500 Penalty: 912.793091
	Iteration 4F: 3 clusters Score -719677.7 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -720952.312500 Penalty: 912.793091
	Iteration 5F: 3 clusters Score -720952.3 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -722631.875000 Penalty: 912.793091
	Iteration 6F: 3 clusters Score -722631.9 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -724022.500000 Penalty: 912.793091
	Iteration 7F: 3 clusters Score -724022.5 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -724700.062500 Penalty: 912.793091
	Iteration 8F: 3 clusters Score -724700.1 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -725014.125000 Penalty: 912.793091
	Iteration 9Q: 3 clusters Score -725014.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -725238.375000 Penalty: 912.793091
	Iteration 10Q: 3 clusters Score -725238.4 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -725486.187500 Penalty: 912.793091
	Iteration 11Q: 3 clusters Score -725486.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -725721.625000 Penalty: 912.793091
	Iteration 12Q: 3 clusters Score -725721.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -725935.000000 Penalty: 912.793091
	Iteration 13Q: 3 clusters Score -725935 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -726125.062500 Penalty: 912.793091
	Iteration 14Q: 3 clusters Score -726125.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -726295.250000 Penalty: 912.793091
	Iteration 15Q: 3 clusters Score -726295.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -726403.437500 Penalty: 912.793091
	Iteration 16Q: 3 clusters Score -726403.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -726492.375000 Penalty: 912.793091
	Iteration 17Q: 3 clusters Score -726492.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -726560.187500 Penalty: 912.793091
	Iteration 18Q: 3 clusters Score -726560.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -726614.750000 Penalty: 912.793091
	Iteration 19Q: 3 clusters Score -726614.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -726655.937500 Penalty: 912.793091
	Iteration 20F: 3 clusters Score -726655.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -726698.687500 Penalty: 912.793091
	Iteration 21Q: 3 clusters Score -726698.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -726743.250000 Penalty: 912.793091
	Iteration 22Q: 3 clusters Score -726743.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -726787.625000 Penalty: 912.793091
	Iteration 23Q: 3 clusters Score -726787.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -726827.625000 Penalty: 912.793091
	Iteration 24Q: 3 clusters Score -726827.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -726860.750000 Penalty: 912.793091
	Iteration 25Q: 3 clusters Score -726860.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -726893.500000 Penalty: 912.793091
	Iteration 26Q: 3 clusters Score -726893.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -726920.000000 Penalty: 912.793091
	Iteration 27Q: 3 clusters Score -726920 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -726944.875000 Penalty: 912.793091
	Iteration 28Q: 3 clusters Score -726944.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -726962.187500 Penalty: 912.793091
	Iteration 29Q: 3 clusters Score -726962.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -726982.375000 Penalty: 912.793091
	Iteration 30Q: 3 clusters Score -726982.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -726999.437500 Penalty: 912.793091
	Iteration 31Q: 3 clusters Score -726999.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -727013.687500 Penalty: 912.793091
	Iteration 32Q: 3 clusters Score -727013.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -727033.062500 Penalty: 912.793091
	Iteration 33Q: 3 clusters Score -727033.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -727046.375000 Penalty: 912.793091
	Iteration 34Q: 3 clusters Score -727046.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -727060.500000 Penalty: 912.793091
	Iteration 35Q: 3 clusters Score -727060.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -727072.687500 Penalty: 912.793091
	Iteration 36Q: 3 clusters Score -727072.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -727082.250000 Penalty: 912.793091
	Iteration 37Q: 3 clusters Score -727082.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -727090.437500 Penalty: 912.793091
	Iteration 38Q: 3 clusters Score -727090.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -727098.312500 Penalty: 912.793091
	Iteration 39Q: 3 clusters Score -727098.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -727104.125000 Penalty: 912.793091
	Iteration 40F: 3 clusters Score -727104.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -727108.250000 Penalty: 912.793091
	Iteration 41Q: 3 clusters Score -727108.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -727115.687500 Penalty: 912.793091
	Iteration 42Q: 3 clusters Score -727115.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -727121.250000 Penalty: 912.793091
	Iteration 43Q: 3 clusters Score -727121.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -727130.250000 Penalty: 912.793091
	Iteration 44Q: 3 clusters Score -727130.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -727132.625000 Penalty: 912.793091
	Iteration 45Q: 3 clusters Score -727132.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -727137.875000 Penalty: 912.793091
	Iteration 46Q: 3 clusters Score -727137.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -727140.812500 Penalty: 912.793091
	Iteration 47Q: 3 clusters Score -727140.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -727143.312500 Penalty: 912.793091
	Iteration 48Q: 3 clusters Score -727143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -727148.250000 Penalty: 912.793091
	Iteration 49Q: 3 clusters Score -727148.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -727150.187500 Penalty: 912.793091
	Iteration 50Q: 3 clusters Score -727150.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -727152.312500 Penalty: 912.793091
	Iteration 51Q: 3 clusters Score -727152.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -727155.062500 Penalty: 912.793091
	Iteration 52Q: 3 clusters Score -727155.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -727152.875000 Penalty: 912.793091
	Iteration 53Q: 3 clusters Score -727152.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -727155.062500 Penalty: 912.793091
	Iteration 54Q: 3 clusters Score -727155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -727155.875000 Penalty: 912.793091
	Iteration 55Q: 3 clusters Score -727155.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -727156.687500 Penalty: 912.793091
	Iteration 56Q: 3 clusters Score -727156.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -727157.562500 Penalty: 912.793091
	Iteration 57Q: 3 clusters Score -727157.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -727157.562500 Penalty: 912.793091
	Iteration 58Q: 3 clusters Score -727157.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -727157.187500 Penalty: 912.793091
	Iteration 59Q: 3 clusters Score -727157.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -727157.125000 Penalty: 912.793091
	Iteration 60F: 3 clusters Score -727157.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -727157.562500 Penalty: 912.793091
	Iteration 61Q: 3 clusters Score -727157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -727157.062500 Penalty: 912.793091
	Iteration 62Q: 3 clusters Score -727157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -727159.500000 Penalty: 912.793091
	Iteration 63Q: 3 clusters Score -727159.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -727159.750000 Penalty: 912.793091
	Iteration 64Q: 3 clusters Score -727159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -727157.875000 Penalty: 912.793091
	Iteration 65Q: 3 clusters Score -727157.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -727158.062500 Penalty: 912.793091
	Iteration 66Q: 3 clusters Score -727158.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -727158.750000 Penalty: 912.793091
	Iteration 67Q: 3 clusters Score -727158.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -727158.750000 Penalty: 912.793091
	Iteration 68F: 3 clusters Score -727158.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -47310.164062 Penalty: 340.513214
	Iteration 0F: 2 clusters Score -47310.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -45997.429688 Penalty: 681.026428
	Iteration 0F: 3 clusters Score -45997.43 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -46413.605469 Penalty: 681.026428
	Iteration 1F: 3 clusters Score -46413.61 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -46492.324219 Penalty: 681.026428
	Iteration 2F: 3 clusters Score -46492.32 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -46544.890625 Penalty: 681.026428
	Iteration 3F: 3 clusters Score -46544.89 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -46615.148438 Penalty: 681.026428
	Iteration 4F: 3 clusters Score -46615.15 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -46696.253906 Penalty: 681.026428
	Iteration 5F: 3 clusters Score -46696.25 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -46778.406250 Penalty: 681.026428
	Iteration 6Q: 3 clusters Score -46778.41 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -46863.617188 Penalty: 681.026428
	Iteration 7Q: 3 clusters Score -46863.62 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -46922.613281 Penalty: 681.026428
	Iteration 8Q: 3 clusters Score -46922.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -46965.656250 Penalty: 681.026428
	Iteration 9Q: 3 clusters Score -46965.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -46986.593750 Penalty: 681.026428
	Iteration 10Q: 3 clusters Score -46986.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -46997.230469 Penalty: 681.026428
	Iteration 11Q: 3 clusters Score -46997.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -47006.386719 Penalty: 681.026428
	Iteration 12Q: 3 clusters Score -47006.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -47016.187500 Penalty: 681.026428
	Iteration 13Q: 3 clusters Score -47016.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -47022.933594 Penalty: 681.026428
	Iteration 14Q: 3 clusters Score -47022.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -47030.531250 Penalty: 681.026428
	Iteration 15Q: 3 clusters Score -47030.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -47038.988281 Penalty: 681.026428
	Iteration 16Q: 3 clusters Score -47038.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -47045.054688 Penalty: 681.026428
	Iteration 17Q: 3 clusters Score -47045.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -47046.589844 Penalty: 681.026428
	Iteration 18Q: 3 clusters Score -47046.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -47049.703125 Penalty: 681.026428
	Iteration 19Q: 3 clusters Score -47049.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -47053.250000 Penalty: 681.026428
	Iteration 20F: 3 clusters Score -47053.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -47056.273438 Penalty: 681.026428
	Iteration 21Q: 3 clusters Score -47056.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -47059.214844 Penalty: 681.026428
	Iteration 22Q: 3 clusters Score -47059.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -47062.042969 Penalty: 681.026428
	Iteration 23Q: 3 clusters Score -47062.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -47064.660156 Penalty: 681.026428
	Iteration 24Q: 3 clusters Score -47064.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -47067.558594 Penalty: 681.026428
	Iteration 25Q: 3 clusters Score -47067.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -47071.695312 Penalty: 681.026428
	Iteration 26Q: 3 clusters Score -47071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -47074.507812 Penalty: 681.026428
	Iteration 27Q: 3 clusters Score -47074.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -47077.312500 Penalty: 681.026428
	Iteration 28Q: 3 clusters Score -47077.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -47078.210938 Penalty: 681.026428
	Iteration 29Q: 3 clusters Score -47078.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -47078.761719 Penalty: 681.026428
	Iteration 30Q: 3 clusters Score -47078.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -47078.761719 Penalty: 681.026428
	Iteration 31F: 3 clusters Score -47078.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Entering Unmasked Estep 
Score: -746277.437500 Penalty: 462.502502
	Iteration 0F: 2 clusters Score -746277.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -728953.562500 Penalty: 925.005005
	Iteration 0F: 3 clusters Score -728953.6 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -735979.125000 Penalty: 925.005005
	Iteration 1F: 3 clusters Score -735979.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -736302.937500 Penalty: 925.005005
	Iteration 2Q: 3 clusters Score -736302.9 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -736839.500000 Penalty: 925.005005
	Iteration 3Q: 3 clusters Score -736839.5 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -737663.625000 Penalty: 925.005005
	Iteration 4F: 3 clusters Score -737663.6 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -738900.375000 Penalty: 925.005005
	Iteration 5F: 3 clusters Score -738900.4 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -740426.687500 Penalty: 925.005005
	Iteration 6F: 3 clusters Score -740426.7 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -741846.437500 Penalty: 925.005005
	Iteration 7F: 3 clusters Score -741846.4 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -742826.000000 Penalty: 925.005005
	Iteration 8F: 3 clusters Score -742826 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -743314.687500 Penalty: 925.005005
	Iteration 9Q: 3 clusters Score -743314.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -743578.187500 Penalty: 925.005005
	Iteration 10Q: 3 clusters Score -743578.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -743763.562500 Penalty: 925.005005
	Iteration 11Q: 3 clusters Score -743763.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -743910.937500 Penalty: 925.005005
	Iteration 12Q: 3 clusters Score -743910.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -744038.562500 Penalty: 925.005005
	Iteration 13Q: 3 clusters Score -744038.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -744154.875000 Penalty: 925.005005
	Iteration 14Q: 3 clusters Score -744154.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -744264.812500 Penalty: 925.005005
	Iteration 15Q: 3 clusters Score -744264.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -744376.562500 Penalty: 925.005005
	Iteration 16Q: 3 clusters Score -744376.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -744488.937500 Penalty: 925.005005
	Iteration 17Q: 3 clusters Score -744488.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -744612.125000 Penalty: 925.005005
	Iteration 18Q: 3 clusters Score -744612.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -744733.187500 Penalty: 925.005005
	Iteration 19Q: 3 clusters Score -744733.2 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -744856.187500 Penalty: 925.005005
	Iteration 20F: 3 clusters Score -744856.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -744967.812500 Penalty: 925.005005
	Iteration 21Q: 3 clusters Score -744967.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -745073.875000 Penalty: 925.005005
	Iteration 22Q: 3 clusters Score -745073.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -745167.812500 Penalty: 925.005005
	Iteration 23Q: 3 clusters Score -745167.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -745257.812500 Penalty: 925.005005
	Iteration 24Q: 3 clusters Score -745257.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -745332.125000 Penalty: 925.005005
	Iteration 25Q: 3 clusters Score -745332.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -745400.437500 Penalty: 925.005005
	Iteration 26Q: 3 clusters Score -745400.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -745464.500000 Penalty: 925.005005
	Iteration 27Q: 3 clusters Score -745464.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -745508.125000 Penalty: 925.005005
	Iteration 28Q: 3 clusters Score -745508.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -745561.000000 Penalty: 925.005005
	Iteration 29Q: 3 clusters Score -745561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -745592.312500 Penalty: 925.005005
	Iteration 30Q: 3 clusters Score -745592.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -745624.500000 Penalty: 925.005005
	Iteration 31Q: 3 clusters Score -745624.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -745646.062500 Penalty: 925.005005
	Iteration 32Q: 3 clusters Score -745646.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -745671.875000 Penalty: 925.005005
	Iteration 33Q: 3 clusters Score -745671.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -745697.187500 Penalty: 925.005005
	Iteration 34Q: 3 clusters Score -745697.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -745717.437500 Penalty: 925.005005
	Iteration 35Q: 3 clusters Score -745717.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -745730.125000 Penalty: 925.005005
	Iteration 36Q: 3 clusters Score -745730.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -745741.875000 Penalty: 925.005005
	Iteration 37Q: 3 clusters Score -745741.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -745756.562500 Penalty: 925.005005
	Iteration 38Q: 3 clusters Score -745756.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -745763.500000 Penalty: 925.005005
	Iteration 39Q: 3 clusters Score -745763.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -745771.062500 Penalty: 925.005005
	Iteration 40F: 3 clusters Score -745771.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -745775.437500 Penalty: 925.005005
	Iteration 41Q: 3 clusters Score -745775.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -745783.000000 Penalty: 925.005005
	Iteration 42Q: 3 clusters Score -745783 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24597 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -745788.437500 Penalty: 925.005005
	Iteration 43Q: 3 clusters Score -745788.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -745793.875000 Penalty: 925.005005
	Iteration 44Q: 3 clusters Score -745793.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -745801.000000 Penalty: 925.005005
	Iteration 45Q: 3 clusters Score -745801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -745807.750000 Penalty: 925.005005
	Iteration 46Q: 3 clusters Score -745807.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -745813.562500 Penalty: 925.005005
	Iteration 47Q: 3 clusters Score -745813.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -745816.937500 Penalty: 925.005005
	Iteration 48Q: 3 clusters Score -745816.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -745822.562500 Penalty: 925.005005
	Iteration 49Q: 3 clusters Score -745822.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -745828.187500 Penalty: 925.005005
	Iteration 50Q: 3 clusters Score -745828.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -745831.000000 Penalty: 925.005005
	Iteration 51Q: 3 clusters Score -745831 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -745833.250000 Penalty: 925.005005
	Iteration 52Q: 3 clusters Score -745833.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -745834.937500 Penalty: 925.005005
	Iteration 53Q: 3 clusters Score -745834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -745836.125000 Penalty: 925.005005
	Iteration 54Q: 3 clusters Score -745836.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -745838.375000 Penalty: 925.005005
	Iteration 55Q: 3 clusters Score -745838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -745839.937500 Penalty: 925.005005
	Iteration 56Q: 3 clusters Score -745839.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -745842.250000 Penalty: 925.005005
	Iteration 57Q: 3 clusters Score -745842.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -745844.437500 Penalty: 925.005005
	Iteration 58Q: 3 clusters Score -745844.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -745844.312500 Penalty: 925.005005
	Iteration 59Q: 3 clusters Score -745844.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -745847.875000 Penalty: 925.005005
	Iteration 60F: 3 clusters Score -745847.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -745850.937500 Penalty: 925.005005
	Iteration 61Q: 3 clusters Score -745850.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -745852.750000 Penalty: 925.005005
	Iteration 62Q: 3 clusters Score -745852.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -745853.500000 Penalty: 925.005005
	Iteration 63Q: 3 clusters Score -745853.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -745856.437500 Penalty: 925.005005
	Iteration 64Q: 3 clusters Score -745856.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -745856.187500 Penalty: 925.005005
	Iteration 65Q: 3 clusters Score -745856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -745856.937500 Penalty: 925.005005
	Iteration 66Q: 3 clusters Score -745856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -745858.375000 Penalty: 925.005005
	Iteration 67Q: 3 clusters Score -745858.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -745857.625000 Penalty: 925.005005
	Iteration 68Q: 3 clusters Score -745857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -745857.375000 Penalty: 925.005005
	Iteration 69Q: 3 clusters Score -745857.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -745859.062500 Penalty: 925.005005
	Iteration 70Q: 3 clusters Score -745859.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -745859.312500 Penalty: 925.005005
	Iteration 71Q: 3 clusters Score -745859.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -745859.687500 Penalty: 925.005005
	Iteration 72Q: 3 clusters Score -745859.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -745859.687500 Penalty: 925.005005
	Iteration 73F: 3 clusters Score -745859.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -60311.417969 Penalty: 341.424774
	Iteration 0F: 2 clusters Score -60311.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -58952.945312 Penalty: 682.849548
	Iteration 0F: 3 clusters Score -58952.95 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -59405.406250 Penalty: 682.849548
	Iteration 1F: 3 clusters Score -59405.41 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -59463.949219 Penalty: 682.849548
	Iteration 2F: 3 clusters Score -59463.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -59515.582031 Penalty: 682.849548
	Iteration 3Q: 3 clusters Score -59515.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -59557.011719 Penalty: 682.849548
	Iteration 4Q: 3 clusters Score -59557.01 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -59605.886719 Penalty: 682.849548
	Iteration 5Q: 3 clusters Score -59605.89 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -59672.281250 Penalty: 682.849548
	Iteration 6Q: 3 clusters Score -59672.28 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -59745.898438 Penalty: 682.849548
	Iteration 7Q: 3 clusters Score -59745.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -59802.570312 Penalty: 682.849548
	Iteration 8Q: 3 clusters Score -59802.57 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -59847.238281 Penalty: 682.849548
	Iteration 9Q: 3 clusters Score -59847.24 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -59889.937500 Penalty: 682.849548
	Iteration 10Q: 3 clusters Score -59889.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -59926.503906 Penalty: 682.849548
	Iteration 11Q: 3 clusters Score -59926.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -59956.566406 Penalty: 682.849548
	Iteration 12Q: 3 clusters Score -59956.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -59975.367188 Penalty: 682.849548
	Iteration 13Q: 3 clusters Score -59975.37 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -59994.718750 Penalty: 682.849548
	Iteration 14Q: 3 clusters Score -59994.72 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -60011.664062 Penalty: 682.849548
	Iteration 15Q: 3 clusters Score -60011.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -60025.503906 Penalty: 682.849548
	Iteration 16Q: 3 clusters Score -60025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -60034.230469 Penalty: 682.849548
	Iteration 17Q: 3 clusters Score -60034.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -60038.835938 Penalty: 682.849548
	Iteration 18Q: 3 clusters Score -60038.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -60043.062500 Penalty: 682.849548
	Iteration 19Q: 3 clusters Score -60043.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -60045.359375 Penalty: 682.849548
	Iteration 20F: 3 clusters Score -60045.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -60046.148438 Penalty: 682.849548
	Iteration 21Q: 3 clusters Score -60046.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -60046.906250 Penalty: 682.849548
	Iteration 22Q: 3 clusters Score -60046.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -60047.484375 Penalty: 682.849548
	Iteration 23Q: 3 clusters Score -60047.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -60047.757812 Penalty: 682.849548
	Iteration 24Q: 3 clusters Score -60047.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -60048.957031 Penalty: 682.849548
	Iteration 25Q: 3 clusters Score -60048.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -60050.164062 Penalty: 682.849548
	Iteration 26Q: 3 clusters Score -60050.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -60050.718750 Penalty: 682.849548
	Iteration 27Q: 3 clusters Score -60050.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -60050.718750 Penalty: 682.849548
	Iteration 28F: 3 clusters Score -60050.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 222807 members 
Mstep: Class 3 contains 478 members 
Mstep: Class 4 contains 373883 members 
Mstep: Class 5 contains 1344 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 1332 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 15822 members 
Mstep: Class 10 contains 47635 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22713 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 25975 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495816.000000 Penalty: 9825.448242
Iteration 79Q: 17 clusters Score -2.149582e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 222844 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 373870 members 
Mstep: Class 5 contains 1346 members 
Mstep: Class 6 contains 2548 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 2147 members 
Mstep: Class 9 contains 15816 members 
Mstep: Class 10 contains 47608 members 
Mstep: Class 12 contains 1875 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22702 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 25988 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495800.000000 Penalty: 9825.448242
Iteration 80F: 17 clusters Score -2.14958e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 222889 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 373860 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 2149 members 
Mstep: Class 9 contains 15810 members 
Mstep: Class 10 contains 47575 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22688 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 25998 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495832.000000 Penalty: 9825.448242
Iteration 81Q: 17 clusters Score -2.149583e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 222939 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373843 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 2551 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 15804 members 
Mstep: Class 10 contains 47538 members 
Mstep: Class 12 contains 1874 members 
Mstep: Class 13 contains 2518 members 
Mstep: Class 14 contains 22677 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 26005 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495840.000000 Penalty: 9825.448242
Iteration 82Q: 17 clusters Score -2.149584e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 222968 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 373828 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47512 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 2517 members 
Mstep: Class 14 contains 22669 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 26014 members 
Mstep: Class 18 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495844.000000 Penalty: 9825.448242
Iteration 83Q: 17 clusters Score -2.149584e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 222994 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 373811 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 1359 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 15801 members 
Mstep: Class 10 contains 47489 members 
Mstep: Class 12 contains 1881 members 
Mstep: Class 13 contains 2514 members 
Mstep: Class 14 contains 22662 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26026 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495824.000000 Penalty: 9825.448242
Iteration 84Q: 17 clusters Score -2.149582e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 223011 members 
Mstep: Class 3 contains 480 members 
Mstep: Class 4 contains 373805 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47465 members 
Mstep: Class 12 contains 1886 members 
Mstep: Class 13 contains 2509 members 
Mstep: Class 14 contains 22658 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 26036 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495804.000000 Penalty: 9825.448242
Iteration 85Q: 17 clusters Score -2.14958e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 223028 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373790 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 2554 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 15803 members 
Mstep: Class 10 contains 47436 members 
Mstep: Class 12 contains 1892 members 
Mstep: Class 13 contains 2505 members 
Mstep: Class 14 contains 22655 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 26051 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495802.000000 Penalty: 9825.448242
Iteration 86Q: 17 clusters Score -2.14958e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 223041 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373774 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47418 members 
Mstep: Class 12 contains 1899 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 22651 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26066 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495794.000000 Penalty: 9825.448242
Iteration 87Q: 17 clusters Score -2.149579e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 223060 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373770 members 
Mstep: Class 5 contains 1348 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47396 members 
Mstep: Class 12 contains 1904 members 
Mstep: Class 13 contains 2499 members 
Mstep: Class 14 contains 22644 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 26077 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495776.000000 Penalty: 9825.448242
Iteration 88Q: 17 clusters Score -2.149578e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 223083 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373766 members 
Mstep: Class 5 contains 1349 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47369 members 
Mstep: Class 12 contains 1917 members 
Mstep: Class 13 contains 2493 members 
Mstep: Class 14 contains 22638 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26086 members 
Mstep: Class 18 contains 1816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495764.000000 Penalty: 9825.448242
Iteration 89Q: 17 clusters Score -2.149576e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 223096 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373774 members 
Mstep: Class 5 contains 1350 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47343 members 
Mstep: Class 12 contains 1924 members 
Mstep: Class 13 contains 2483 members 
Mstep: Class 14 contains 22632 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 26099 members 
Mstep: Class 18 contains 1815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495748.000000 Penalty: 9825.448242
Iteration 90Q: 17 clusters Score -2.149575e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 223103 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373776 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 2555 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 9 contains 15803 members 
Mstep: Class 10 contains 47323 members 
Mstep: Class 12 contains 1931 members 
Mstep: Class 13 contains 2474 members 
Mstep: Class 14 contains 22624 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 26118 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495716.000000 Penalty: 9825.448242
Iteration 91Q: 17 clusters Score -2.149572e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 223117 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373772 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47302 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 22614 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 26131 members 
Mstep: Class 18 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495722.000000 Penalty: 9825.448242
Iteration 92Q: 17 clusters Score -2.149572e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 223119 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373766 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 2556 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 15802 members 
Mstep: Class 10 contains 47294 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 2460 members 
Mstep: Class 14 contains 22607 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26145 members 
Mstep: Class 18 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495738.000000 Penalty: 9825.448242
Iteration 93Q: 17 clusters Score -2.149574e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 223121 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373762 members 
Mstep: Class 5 contains 1355 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 15801 members 
Mstep: Class 10 contains 47283 members 
Mstep: Class 12 contains 1965 members 
Mstep: Class 13 contains 2458 members 
Mstep: Class 14 contains 22599 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26156 members 
Mstep: Class 18 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495734.000000 Penalty: 9825.448242
Iteration 94Q: 17 clusters Score -2.149573e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 223124 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373758 members 
Mstep: Class 5 contains 1356 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1372 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 47277 members 
Mstep: Class 12 contains 1975 members 
Mstep: Class 13 contains 2451 members 
Mstep: Class 14 contains 22589 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26170 members 
Mstep: Class 18 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495764.000000 Penalty: 9825.448242
Iteration 95Q: 17 clusters Score -2.149576e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223125 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373752 members 
Mstep: Class 5 contains 1357 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 47273 members 
Mstep: Class 12 contains 1980 members 
Mstep: Class 13 contains 2441 members 
Mstep: Class 14 contains 22590 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26181 members 
Mstep: Class 18 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495744.000000 Penalty: 9825.448242
Iteration 96Q: 17 clusters Score -2.149574e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223113 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373754 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 47268 members 
Mstep: Class 12 contains 1978 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 22589 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26197 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495770.000000 Penalty: 9825.448242
Iteration 97Q: 17 clusters Score -2.149577e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223102 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373750 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 47265 members 
Mstep: Class 12 contains 1986 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 22589 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 26208 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495774.000000 Penalty: 9825.448242
Iteration 98Q: 17 clusters Score -2.149577e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223099 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373747 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15798 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 12 contains 1989 members 
Mstep: Class 13 contains 2437 members 
Mstep: Class 14 contains 22588 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26212 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495754.000000 Penalty: 9825.448242
Iteration 99Q: 17 clusters Score -2.149575e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223103 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373740 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 47262 members 
Mstep: Class 12 contains 1994 members 
Mstep: Class 13 contains 2436 members 
Mstep: Class 14 contains 22588 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26214 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495776.000000 Penalty: 9825.448242
Iteration 100F: 17 clusters Score -2.149578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223109 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373736 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 47261 members 
Mstep: Class 12 contains 1997 members 
Mstep: Class 13 contains 2434 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 26214 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495776.000000 Penalty: 9825.448242
Iteration 101Q: 17 clusters Score -2.149578e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223117 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373725 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15791 members 
Mstep: Class 10 contains 47261 members 
Mstep: Class 12 contains 2003 members 
Mstep: Class 13 contains 2433 members 
Mstep: Class 14 contains 22589 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 26214 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495778.000000 Penalty: 9825.448242
Iteration 102Q: 17 clusters Score -2.149578e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223124 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373715 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15788 members 
Mstep: Class 10 contains 47258 members 
Mstep: Class 12 contains 2016 members 
Mstep: Class 13 contains 2431 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 26214 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495780.000000 Penalty: 9825.448242
Iteration 103Q: 17 clusters Score -2.149578e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223124 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373713 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 47256 members 
Mstep: Class 12 contains 2029 members 
Mstep: Class 13 contains 2423 members 
Mstep: Class 14 contains 22585 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 26216 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495796.000000 Penalty: 9825.448242
Iteration 104Q: 17 clusters Score -2.14958e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223124 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373705 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 47253 members 
Mstep: Class 12 contains 2050 members 
Mstep: Class 13 contains 2412 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 26218 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495816.000000 Penalty: 9825.448242
Iteration 105Q: 17 clusters Score -2.149582e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223125 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373693 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 47251 members 
Mstep: Class 12 contains 2070 members 
Mstep: Class 13 contains 2404 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 26220 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495830.000000 Penalty: 9825.448242
Iteration 106Q: 17 clusters Score -2.149583e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223124 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373686 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 47248 members 
Mstep: Class 12 contains 2086 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 26221 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495840.000000 Penalty: 9825.448242
Iteration 107Q: 17 clusters Score -2.149584e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223125 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373689 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47246 members 
Mstep: Class 12 contains 2098 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 22587 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 26222 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495842.000000 Penalty: 9825.448242
Iteration 108Q: 17 clusters Score -2.149584e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223127 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373695 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 47243 members 
Mstep: Class 12 contains 2111 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 22589 members 
Mstep: Class 15 contains 1783 members 
Mstep: Class 16 contains 26225 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495862.000000 Penalty: 9825.448242
Iteration 109Q: 17 clusters Score -2.149586e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223126 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373704 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 47241 members 
Mstep: Class 12 contains 2129 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 22586 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 26227 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495870.000000 Penalty: 9825.448242
Iteration 110Q: 17 clusters Score -2.149587e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223124 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373704 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 47241 members 
Mstep: Class 12 contains 2143 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 22584 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 26227 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495908.000000 Penalty: 9825.448242
Iteration 111Q: 17 clusters Score -2.149591e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223119 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373710 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47239 members 
Mstep: Class 12 contains 2150 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 22580 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 26227 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495896.000000 Penalty: 9825.448242
Iteration 112Q: 17 clusters Score -2.14959e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 223111 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373722 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1382 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47236 members 
Mstep: Class 12 contains 2151 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 22574 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26228 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495884.000000 Penalty: 9825.448242
Iteration 113Q: 17 clusters Score -2.149588e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 223107 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373706 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47230 members 
Mstep: Class 12 contains 2159 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 22573 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 26229 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495898.000000 Penalty: 9825.448242
Iteration 114Q: 17 clusters Score -2.14959e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 223104 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373687 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47223 members 
Mstep: Class 12 contains 2171 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 26230 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495942.000000 Penalty: 9825.448242
Iteration 115Q: 17 clusters Score -2.149594e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 223101 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373672 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47220 members 
Mstep: Class 12 contains 2184 members 
Mstep: Class 13 contains 2347 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495944.000000 Penalty: 9825.448242
Iteration 116Q: 17 clusters Score -2.149594e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 223098 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373653 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15786 members 
Mstep: Class 10 contains 47219 members 
Mstep: Class 12 contains 2199 members 
Mstep: Class 13 contains 2355 members 
Mstep: Class 14 contains 22578 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495944.000000 Penalty: 9825.448242
Iteration 117Q: 17 clusters Score -2.149594e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 223105 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373629 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 2154 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 10 contains 47217 members 
Mstep: Class 12 contains 2218 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495938.000000 Penalty: 9825.448242
Iteration 118Q: 17 clusters Score -2.149594e+07 nChanged 90
Entering ConstructFrom: 
Score: -21495938.000000 Penalty: 9825.448242
Entering ConstructFrom: 
Trying to split cluster 1 (2182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Entering Unmasked Estep 
Score: -70924.109375 Penalty: 349.803894
	Iteration 0F: 2 clusters Score -70924.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -69370.921875 Penalty: 699.607788
	Iteration 0F: 3 clusters Score -69370.92 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -69880.578125 Penalty: 699.607788
	Iteration 1F: 3 clusters Score -69880.58 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -69965.468750 Penalty: 699.607788
	Iteration 2F: 3 clusters Score -69965.47 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -70038.085938 Penalty: 699.607788
	Iteration 3F: 3 clusters Score -70038.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -70117.187500 Penalty: 699.607788
	Iteration 4F: 3 clusters Score -70117.19 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -70205.585938 Penalty: 699.607788
	Iteration 5F: 3 clusters Score -70205.59 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -70314.765625 Penalty: 699.607788
	Iteration 6F: 3 clusters Score -70314.77 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -70427.296875 Penalty: 699.607788
	Iteration 7F: 3 clusters Score -70427.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -70516.710938 Penalty: 699.607788
	Iteration 8Q: 3 clusters Score -70516.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -70564.429688 Penalty: 699.607788
	Iteration 9Q: 3 clusters Score -70564.43 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -70599.031250 Penalty: 699.607788
	Iteration 10Q: 3 clusters Score -70599.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -70617.179688 Penalty: 699.607788
	Iteration 11Q: 3 clusters Score -70617.18 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -70627.343750 Penalty: 699.607788
	Iteration 12Q: 3 clusters Score -70627.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -70633.539062 Penalty: 699.607788
	Iteration 13Q: 3 clusters Score -70633.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -70639.640625 Penalty: 699.607788
	Iteration 14Q: 3 clusters Score -70639.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -70645.914062 Penalty: 699.607788
	Iteration 15Q: 3 clusters Score -70645.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -70650.570312 Penalty: 699.607788
	Iteration 16Q: 3 clusters Score -70650.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -70653.539062 Penalty: 699.607788
	Iteration 17Q: 3 clusters Score -70653.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -70656.109375 Penalty: 699.607788
	Iteration 18Q: 3 clusters Score -70656.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -70658.593750 Penalty: 699.607788
	Iteration 19Q: 3 clusters Score -70658.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -70659.820312 Penalty: 699.607788
	Iteration 20F: 3 clusters Score -70659.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -70661.414062 Penalty: 699.607788
	Iteration 21Q: 3 clusters Score -70661.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -70662.492188 Penalty: 699.607788
	Iteration 22Q: 3 clusters Score -70662.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -70663.687500 Penalty: 699.607788
	Iteration 23Q: 3 clusters Score -70663.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -70665.585938 Penalty: 699.607788
	Iteration 24Q: 3 clusters Score -70665.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -70666.210938 Penalty: 699.607788
	Iteration 25Q: 3 clusters Score -70666.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -70666.531250 Penalty: 699.607788
	Iteration 26Q: 3 clusters Score -70666.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -70666.867188 Penalty: 699.607788
	Iteration 27Q: 3 clusters Score -70666.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -70666.992188 Penalty: 699.607788
	Iteration 28Q: 3 clusters Score -70666.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -70667.164062 Penalty: 699.607788
	Iteration 29Q: 3 clusters Score -70667.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -70667.304688 Penalty: 699.607788
	Iteration 30Q: 3 clusters Score -70667.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -70667.343750 Penalty: 699.607788
	Iteration 31Q: 3 clusters Score -70667.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -70667.343750 Penalty: 699.607788
	Iteration 32F: 3 clusters Score -70667.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (223115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223115 members 
Entering Unmasked Estep 
Score: -6643055.500000 Penalty: 560.352661
	Iteration 0F: 2 clusters Score -6643056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111995 members 
Mstep: Class 2 contains 111120 members 
Entering Unmasked Estep 
Score: -6491209.000000 Penalty: 1120.705322
	Iteration 0F: 3 clusters Score -6491209 nChanged 110212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137043 members 
Mstep: Class 2 contains 86072 members 
Entering Unmasked Estep 
Score: -6565427.000000 Penalty: 1120.705322
	Iteration 1F: 3 clusters Score -6565427 nChanged 15919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151662 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -6575298.000000 Penalty: 1120.705322
	Iteration 2F: 3 clusters Score -6575298 nChanged 19090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170076 members 
Mstep: Class 2 contains 53039 members 
Entering Unmasked Estep 
Score: -6590860.000000 Penalty: 1120.705322
	Iteration 3F: 3 clusters Score -6590860 nChanged 19711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189533 members 
Mstep: Class 2 contains 33582 members 
Entering Unmasked Estep 
Score: -6610571.000000 Penalty: 1120.705322
	Iteration 4F: 3 clusters Score -6610571 nChanged 15564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205027 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -6628408.000000 Penalty: 1120.705322
	Iteration 5F: 3 clusters Score -6628408 nChanged 7817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212766 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -6638128.500000 Penalty: 1120.705322
	Iteration 6Q: 3 clusters Score -6638128 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215184 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -6641087.000000 Penalty: 1120.705322
	Iteration 7Q: 3 clusters Score -6641087 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216279 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6641944.500000 Penalty: 1120.705322
	Iteration 8Q: 3 clusters Score -6641944 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217104 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -6642340.000000 Penalty: 1120.705322
	Iteration 9Q: 3 clusters Score -6642340 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217712 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -6642539.500000 Penalty: 1120.705322
	Iteration 10Q: 3 clusters Score -6642540 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218208 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -6642676.500000 Penalty: 1120.705322
	Iteration 11Q: 3 clusters Score -6642676 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218607 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6642783.000000 Penalty: 1120.705322
	Iteration 12Q: 3 clusters Score -6642783 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218933 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6642862.500000 Penalty: 1120.705322
	Iteration 13Q: 3 clusters Score -6642862 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219210 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -6642916.500000 Penalty: 1120.705322
	Iteration 14Q: 3 clusters Score -6642916 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219446 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6642952.500000 Penalty: 1120.705322
	Iteration 15Q: 3 clusters Score -6642952 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219652 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -6642968.000000 Penalty: 1120.705322
	Iteration 16Q: 3 clusters Score -6642968 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219820 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6642982.500000 Penalty: 1120.705322
	Iteration 17Q: 3 clusters Score -6642982 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219968 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -6643009.000000 Penalty: 1120.705322
	Iteration 18Q: 3 clusters Score -6643009 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220084 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6643027.000000 Penalty: 1120.705322
	Iteration 19Q: 3 clusters Score -6643027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220178 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6643049.500000 Penalty: 1120.705322
	Iteration 20F: 3 clusters Score -6643050 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220270 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -6643052.000000 Penalty: 1120.705322
	Iteration 21Q: 3 clusters Score -6643052 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220350 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -6643048.000000 Penalty: 1120.705322
	Iteration 22Q: 3 clusters Score -6643048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220424 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -6643053.000000 Penalty: 1120.705322
	Iteration 23Q: 3 clusters Score -6643053 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220470 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -6643050.000000 Penalty: 1120.705322
	Iteration 24Q: 3 clusters Score -6643050 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220505 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6643065.500000 Penalty: 1120.705322
	Iteration 25Q: 3 clusters Score -6643066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220535 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -6643074.500000 Penalty: 1120.705322
	Iteration 26Q: 3 clusters Score -6643074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220563 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -6643079.500000 Penalty: 1120.705322
	Iteration 27Q: 3 clusters Score -6643080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220600 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6643086.500000 Penalty: 1120.705322
	Iteration 28Q: 3 clusters Score -6643086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220630 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6643092.500000 Penalty: 1120.705322
	Iteration 29Q: 3 clusters Score -6643092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220654 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6643098.000000 Penalty: 1120.705322
	Iteration 30Q: 3 clusters Score -6643098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220683 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6643098.500000 Penalty: 1120.705322
	Iteration 31Q: 3 clusters Score -6643098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220705 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6643106.500000 Penalty: 1120.705322
	Iteration 32Q: 3 clusters Score -6643106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220716 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -6643103.500000 Penalty: 1120.705322
	Iteration 33Q: 3 clusters Score -6643104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220728 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -6643106.000000 Penalty: 1120.705322
	Iteration 34Q: 3 clusters Score -6643106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220751 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -6643098.000000 Penalty: 1120.705322
	Iteration 35Q: 3 clusters Score -6643098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220767 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -6643098.500000 Penalty: 1120.705322
	Iteration 36Q: 3 clusters Score -6643098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220779 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6643107.000000 Penalty: 1120.705322
	Iteration 37Q: 3 clusters Score -6643107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220796 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6643107.500000 Penalty: 1120.705322
	Iteration 38Q: 3 clusters Score -6643108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220808 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -6643100.500000 Penalty: 1120.705322
	Iteration 39Q: 3 clusters Score -6643100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220822 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6643110.500000 Penalty: 1120.705322
	Iteration 40F: 3 clusters Score -6643110 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220836 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -6643115.500000 Penalty: 1120.705322
	Iteration 41Q: 3 clusters Score -6643116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220848 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -6643116.500000 Penalty: 1120.705322
	Iteration 42Q: 3 clusters Score -6643116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220857 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6643118.000000 Penalty: 1120.705322
	Iteration 43Q: 3 clusters Score -6643118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220870 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6643114.500000 Penalty: 1120.705322
	Iteration 44Q: 3 clusters Score -6643114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220884 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6643122.500000 Penalty: 1120.705322
	Iteration 45Q: 3 clusters Score -6643122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220898 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6643124.500000 Penalty: 1120.705322
	Iteration 46Q: 3 clusters Score -6643124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220910 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6643125.500000 Penalty: 1120.705322
	Iteration 47Q: 3 clusters Score -6643126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220923 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6643113.500000 Penalty: 1120.705322
	Iteration 48Q: 3 clusters Score -6643114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220939 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6643122.000000 Penalty: 1120.705322
	Iteration 49Q: 3 clusters Score -6643122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220956 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6643117.500000 Penalty: 1120.705322
	Iteration 50Q: 3 clusters Score -6643118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220965 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6643122.000000 Penalty: 1120.705322
	Iteration 51Q: 3 clusters Score -6643122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220975 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -6643123.000000 Penalty: 1120.705322
	Iteration 52Q: 3 clusters Score -6643123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220987 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -6643115.000000 Penalty: 1120.705322
	Iteration 53Q: 3 clusters Score -6643115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220999 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -6643122.000000 Penalty: 1120.705322
	Iteration 54Q: 3 clusters Score -6643122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221011 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -6643117.500000 Penalty: 1120.705322
	Iteration 55Q: 3 clusters Score -6643118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221025 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -6643115.000000 Penalty: 1120.705322
	Iteration 56Q: 3 clusters Score -6643115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221042 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6643113.500000 Penalty: 1120.705322
	Iteration 57Q: 3 clusters Score -6643114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221061 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6643118.500000 Penalty: 1120.705322
	Iteration 58Q: 3 clusters Score -6643118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221072 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6643124.000000 Penalty: 1120.705322
	Iteration 59Q: 3 clusters Score -6643124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221078 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6643127.000000 Penalty: 1120.705322
	Iteration 60F: 3 clusters Score -6643127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221092 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -6643119.500000 Penalty: 1120.705322
	Iteration 61Q: 3 clusters Score -6643120 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221106 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6643113.000000 Penalty: 1120.705322
	Iteration 62Q: 3 clusters Score -6643113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221116 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -6643114.000000 Penalty: 1120.705322
	Iteration 63Q: 3 clusters Score -6643114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221124 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6643109.500000 Penalty: 1120.705322
	Iteration 64Q: 3 clusters Score -6643110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221131 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -6643110.500000 Penalty: 1120.705322
	Iteration 65Q: 3 clusters Score -6643110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221134 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6643109.500000 Penalty: 1120.705322
	Iteration 66Q: 3 clusters Score -6643110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221136 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6643107.500000 Penalty: 1120.705322
	Iteration 67Q: 3 clusters Score -6643108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221138 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -6643110.500000 Penalty: 1120.705322
	Iteration 68Q: 3 clusters Score -6643110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221139 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6643110.500000 Penalty: 1120.705322
	Iteration 69Q: 3 clusters Score -6643110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221140 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -6643110.000000 Penalty: 1120.705322
	Iteration 70Q: 3 clusters Score -6643110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221141 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6643108.000000 Penalty: 1120.705322
	Iteration 71Q: 3 clusters Score -6643108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221143 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6643104.500000 Penalty: 1120.705322
	Iteration 72Q: 3 clusters Score -6643104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221143 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -6643104.500000 Penalty: 1120.705322
	Iteration 73F: 3 clusters Score -6643104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 221143 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373591 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 47215 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
Score: -21495944.000000 Penalty: 10439.538086
Splitting cluster 2 changes total score from -21495938.000000 to -21495944.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 3 (479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Entering Unmasked Estep 
Score: -15648.017578 Penalty: 280.812378
	Iteration 0F: 2 clusters Score -15648.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -15162.460938 Penalty: 561.624756
	Iteration 0F: 3 clusters Score -15162.46 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -15274.276367 Penalty: 561.624756
	Iteration 1F: 3 clusters Score -15274.28 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -15298.569336 Penalty: 561.624756
	Iteration 2F: 3 clusters Score -15298.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -15308.624023 Penalty: 561.624756
	Iteration 3Q: 3 clusters Score -15308.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15312.402344 Penalty: 561.624756
	Iteration 4Q: 3 clusters Score -15312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15315.646484 Penalty: 561.624756
	Iteration 5Q: 3 clusters Score -15315.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -15323.000977 Penalty: 561.624756
	Iteration 6Q: 3 clusters Score -15323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -15328.329102 Penalty: 561.624756
	Iteration 7Q: 3 clusters Score -15328.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -15331.978516 Penalty: 561.624756
	Iteration 8Q: 3 clusters Score -15331.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -15333.944336 Penalty: 561.624756
	Iteration 9Q: 3 clusters Score -15333.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -15334.308594 Penalty: 561.624756
	Iteration 10Q: 3 clusters Score -15334.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15334.892578 Penalty: 561.624756
	Iteration 11Q: 3 clusters Score -15334.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -15334.892578 Penalty: 561.624756
	Iteration 12F: 3 clusters Score -15334.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (373591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373591 members 
Entering Unmasked Estep 
Score: -11772513.000000 Penalty: 583.806763
	Iteration 0F: 2 clusters Score -1.177251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186584 members 
Mstep: Class 2 contains 187007 members 
Entering Unmasked Estep 
Score: -11517466.000000 Penalty: 1167.613525
	Iteration 0F: 3 clusters Score -1.151747e+07 nChanged 184824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174910 members 
Mstep: Class 2 contains 198681 members 
Entering Unmasked Estep 
Score: -11629027.000000 Penalty: 1167.613525
	Iteration 1F: 3 clusters Score -1.162903e+07 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166458 members 
Mstep: Class 2 contains 207133 members 
Entering Unmasked Estep 
Score: -11633350.000000 Penalty: 1167.613525
	Iteration 2Q: 3 clusters Score -1.163335e+07 nChanged 17672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 221025 members 
Entering Unmasked Estep 
Score: -11641846.000000 Penalty: 1167.613525
	Iteration 3Q: 3 clusters Score -1.164185e+07 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132296 members 
Mstep: Class 2 contains 241295 members 
Entering Unmasked Estep 
Score: -11656992.000000 Penalty: 1167.613525
	Iteration 4F: 3 clusters Score -1.165699e+07 nChanged 27967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107145 members 
Mstep: Class 2 contains 266446 members 
Entering Unmasked Estep 
Score: -11679253.000000 Penalty: 1167.613525
	Iteration 5F: 3 clusters Score -1.167925e+07 nChanged 28050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 291982 members 
Entering Unmasked Estep 
Score: -11704873.000000 Penalty: 1167.613525
	Iteration 6F: 3 clusters Score -1.170487e+07 nChanged 22993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61090 members 
Mstep: Class 2 contains 312501 members 
Entering Unmasked Estep 
Score: -11727253.000000 Penalty: 1167.613525
	Iteration 7F: 3 clusters Score -1.172725e+07 nChanged 15480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47982 members 
Mstep: Class 2 contains 325609 members 
Entering Unmasked Estep 
Score: -11741338.000000 Penalty: 1167.613525
	Iteration 8Q: 3 clusters Score -1.174134e+07 nChanged 10193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 333976 members 
Entering Unmasked Estep 
Score: -11748948.000000 Penalty: 1167.613525
	Iteration 9Q: 3 clusters Score -1.174895e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 340316 members 
Entering Unmasked Estep 
Score: -11753362.000000 Penalty: 1167.613525
	Iteration 10Q: 3 clusters Score -1.175336e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 345812 members 
Entering Unmasked Estep 
Score: -11756812.000000 Penalty: 1167.613525
	Iteration 11Q: 3 clusters Score -1.175681e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 350625 members 
Entering Unmasked Estep 
Score: -11759710.000000 Penalty: 1167.613525
	Iteration 12Q: 3 clusters Score -1.175971e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 354714 members 
Entering Unmasked Estep 
Score: -11762030.000000 Penalty: 1167.613525
	Iteration 13Q: 3 clusters Score -1.176203e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 358209 members 
Entering Unmasked Estep 
Score: -11764056.000000 Penalty: 1167.613525
	Iteration 14Q: 3 clusters Score -1.176406e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 361127 members 
Entering Unmasked Estep 
Score: -11765679.000000 Penalty: 1167.613525
	Iteration 15Q: 3 clusters Score -1.176568e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 363566 members 
Entering Unmasked Estep 
Score: -11767079.000000 Penalty: 1167.613525
	Iteration 16Q: 3 clusters Score -1.176708e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 365616 members 
Entering Unmasked Estep 
Score: -11768204.000000 Penalty: 1167.613525
	Iteration 17Q: 3 clusters Score -1.17682e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 367326 members 
Entering Unmasked Estep 
Score: -11769084.000000 Penalty: 1167.613525
	Iteration 18Q: 3 clusters Score -1.176908e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 368718 members 
Entering Unmasked Estep 
Score: -11769893.000000 Penalty: 1167.613525
	Iteration 19Q: 3 clusters Score -1.176989e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 369753 members 
Entering Unmasked Estep 
Score: -11770446.000000 Penalty: 1167.613525
	Iteration 20F: 3 clusters Score -1.177045e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 370557 members 
Entering Unmasked Estep 
Score: -11770851.000000 Penalty: 1167.613525
	Iteration 21Q: 3 clusters Score -1.177085e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 371191 members 
Entering Unmasked Estep 
Score: -11771110.000000 Penalty: 1167.613525
	Iteration 22Q: 3 clusters Score -1.177111e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 371685 members 
Entering Unmasked Estep 
Score: -11771383.000000 Penalty: 1167.613525
	Iteration 23Q: 3 clusters Score -1.177138e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 372060 members 
Entering Unmasked Estep 
Score: -11771539.000000 Penalty: 1167.613525
	Iteration 24Q: 3 clusters Score -1.177154e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 372348 members 
Entering Unmasked Estep 
Score: -11771635.000000 Penalty: 1167.613525
	Iteration 25Q: 3 clusters Score -1.177164e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 372543 members 
Entering Unmasked Estep 
Score: -11771735.000000 Penalty: 1167.613525
	Iteration 26Q: 3 clusters Score -1.177174e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 372691 members 
Entering Unmasked Estep 
Score: -11771839.000000 Penalty: 1167.613525
	Iteration 27Q: 3 clusters Score -1.177184e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 372814 members 
Entering Unmasked Estep 
Score: -11771873.000000 Penalty: 1167.613525
	Iteration 28Q: 3 clusters Score -1.177187e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 372900 members 
Entering Unmasked Estep 
Score: -11771896.000000 Penalty: 1167.613525
	Iteration 29Q: 3 clusters Score -1.17719e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 372969 members 
Entering Unmasked Estep 
Score: -11771933.000000 Penalty: 1167.613525
	Iteration 30Q: 3 clusters Score -1.177193e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 373018 members 
Entering Unmasked Estep 
Score: -11771967.000000 Penalty: 1167.613525
	Iteration 31Q: 3 clusters Score -1.177197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 373057 members 
Entering Unmasked Estep 
Score: -11771976.000000 Penalty: 1167.613525
	Iteration 32Q: 3 clusters Score -1.177198e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 373087 members 
Entering Unmasked Estep 
Score: -11771996.000000 Penalty: 1167.613525
	Iteration 33Q: 3 clusters Score -1.1772e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 373112 members 
Entering Unmasked Estep 
Score: -11772002.000000 Penalty: 1167.613525
	Iteration 34Q: 3 clusters Score -1.1772e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 373131 members 
Entering Unmasked Estep 
Score: -11772021.000000 Penalty: 1167.613525
	Iteration 35Q: 3 clusters Score -1.177202e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 373143 members 
Entering Unmasked Estep 
Score: -11772030.000000 Penalty: 1167.613525
	Iteration 36Q: 3 clusters Score -1.177203e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 373149 members 
Entering Unmasked Estep 
Score: -11772040.000000 Penalty: 1167.613525
	Iteration 37Q: 3 clusters Score -1.177204e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 373157 members 
Entering Unmasked Estep 
Score: -11772035.000000 Penalty: 1167.613525
	Iteration 38Q: 3 clusters Score -1.177204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 373169 members 
Entering Unmasked Estep 
Score: -11772041.000000 Penalty: 1167.613525
	Iteration 39Q: 3 clusters Score -1.177204e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 373179 members 
Entering Unmasked Estep 
Score: -11772047.000000 Penalty: 1167.613525
	Iteration 40F: 3 clusters Score -1.177205e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 373185 members 
Entering Unmasked Estep 
Score: -11772049.000000 Penalty: 1167.613525
	Iteration 41Q: 3 clusters Score -1.177205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 373191 members 
Entering Unmasked Estep 
Score: -11772051.000000 Penalty: 1167.613525
	Iteration 42Q: 3 clusters Score -1.177205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 373194 members 
Entering Unmasked Estep 
Score: -11772050.000000 Penalty: 1167.613525
	Iteration 43Q: 3 clusters Score -1.177205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 373195 members 
Entering Unmasked Estep 
Score: -11772058.000000 Penalty: 1167.613525
	Iteration 44Q: 3 clusters Score -1.177206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 373195 members 
Entering Unmasked Estep 
Score: -11772056.000000 Penalty: 1167.613525
	Iteration 45Q: 3 clusters Score -1.177206e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373196 members 
Entering Unmasked Estep 
Score: -11772054.000000 Penalty: 1167.613525
	Iteration 46Q: 3 clusters Score -1.177205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373200 members 
Entering Unmasked Estep 
Score: -11772051.000000 Penalty: 1167.613525
	Iteration 47Q: 3 clusters Score -1.177205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 373206 members 
Entering Unmasked Estep 
Score: -11772053.000000 Penalty: 1167.613525
	Iteration 48Q: 3 clusters Score -1.177205e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373208 members 
Entering Unmasked Estep 
Score: -11772053.000000 Penalty: 1167.613525
	Iteration 49Q: 3 clusters Score -1.177205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 373211 members 
Entering Unmasked Estep 
Score: -11772054.000000 Penalty: 1167.613525
	Iteration 50Q: 3 clusters Score -1.177205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 373211 members 
Entering Unmasked Estep 
Score: -11772055.000000 Penalty: 1167.613525
	Iteration 51Q: 3 clusters Score -1.177206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 373211 members 
Entering Unmasked Estep 
Score: -11772055.000000 Penalty: 1167.613525
	Iteration 52F: 3 clusters Score -1.177206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -43536.714844 Penalty: 328.226471
	Iteration 0F: 2 clusters Score -43536.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -42510.988281 Penalty: 656.452942
	Iteration 0F: 3 clusters Score -42510.99 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -42938.750000 Penalty: 656.452942
	Iteration 1F: 3 clusters Score -42938.75 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -43050.398438 Penalty: 656.452942
	Iteration 2F: 3 clusters Score -43050.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -43145.937500 Penalty: 656.452942
	Iteration 3F: 3 clusters Score -43145.94 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -43226.726562 Penalty: 656.452942
	Iteration 4F: 3 clusters Score -43226.73 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -43302.554688 Penalty: 656.452942
	Iteration 5F: 3 clusters Score -43302.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43376.371094 Penalty: 656.452942
	Iteration 6Q: 3 clusters Score -43376.37 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -43439.750000 Penalty: 656.452942
	Iteration 7Q: 3 clusters Score -43439.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -43489.234375 Penalty: 656.452942
	Iteration 8Q: 3 clusters Score -43489.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -43528.714844 Penalty: 656.452942
	Iteration 9Q: 3 clusters Score -43528.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43543.000000 Penalty: 656.452942
	Iteration 10Q: 3 clusters Score -43543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43548.082031 Penalty: 656.452942
	Iteration 11Q: 3 clusters Score -43548.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43549.296875 Penalty: 656.452942
	Iteration 12Q: 3 clusters Score -43549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43550.246094 Penalty: 656.452942
	Iteration 13Q: 3 clusters Score -43550.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -43551.164062 Penalty: 656.452942
	Iteration 14Q: 3 clusters Score -43551.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43551.718750 Penalty: 656.452942
	Iteration 15Q: 3 clusters Score -43551.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -43551.718750 Penalty: 656.452942
	Iteration 16F: 3 clusters Score -43551.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 221143 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373591 members 
Mstep: Class 5 contains 962 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 47215 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
Score: -21495680.000000 Penalty: 11053.628906
Splitting cluster 5 changes total score from -21495938.000000 to -21495680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -69492.671875 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -69492.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -67719.117188 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -67719.12 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -68304.835938 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -68304.84 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -68465.546875 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -68465.55 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -68780.273438 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -68780.27 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -69192.828125 Penalty: 714.039673
	Iteration 4F: 3 clusters Score -69192.83 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -69484.328125 Penalty: 714.039673
	Iteration 5F: 3 clusters Score -69484.33 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -69604.562500 Penalty: 714.039673
	Iteration 6F: 3 clusters Score -69604.56 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -69639.703125 Penalty: 714.039673
	Iteration 7Q: 3 clusters Score -69639.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -69648.929688 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -69648.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -69654.812500 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -69654.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -69659.226562 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -69659.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -69661.492188 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -69661.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -69662.453125 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -69662.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -69663.015625 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -69663.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -69663.015625 Penalty: 714.039673
	Iteration 14F: 3 clusters Score -69663.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 221143 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373591 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 340 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 47215 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 17 contains 2217 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
Score: -21495820.000000 Penalty: 11053.628906
Splitting cluster 6 changes total score from -21495938.000000 to -21495820.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -45821.582031 Penalty: 329.514771
	Iteration 0F: 2 clusters Score -45821.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -44745.250000 Penalty: 659.029541
	Iteration 0F: 3 clusters Score -44745.25 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -45058.269531 Penalty: 659.029541
	Iteration 1F: 3 clusters Score -45058.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -45086.949219 Penalty: 659.029541
	Iteration 2F: 3 clusters Score -45086.95 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -45104.554688 Penalty: 659.029541
	Iteration 3Q: 3 clusters Score -45104.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -45124.113281 Penalty: 659.029541
	Iteration 4Q: 3 clusters Score -45124.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -45165.976562 Penalty: 659.029541
	Iteration 5Q: 3 clusters Score -45165.98 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -45210.378906 Penalty: 659.029541
	Iteration 6Q: 3 clusters Score -45210.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -45281.738281 Penalty: 659.029541
	Iteration 7F: 3 clusters Score -45281.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -45362.082031 Penalty: 659.029541
	Iteration 8F: 3 clusters Score -45362.08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -45427.117188 Penalty: 659.029541
	Iteration 9F: 3 clusters Score -45427.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -45480.921875 Penalty: 659.029541
	Iteration 10Q: 3 clusters Score -45480.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -45517.410156 Penalty: 659.029541
	Iteration 11Q: 3 clusters Score -45517.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -45552.343750 Penalty: 659.029541
	Iteration 12Q: 3 clusters Score -45552.34 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -45590.007812 Penalty: 659.029541
	Iteration 13Q: 3 clusters Score -45590.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -45618.257812 Penalty: 659.029541
	Iteration 14Q: 3 clusters Score -45618.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -45631.050781 Penalty: 659.029541
	Iteration 15Q: 3 clusters Score -45631.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -45635.605469 Penalty: 659.029541
	Iteration 16Q: 3 clusters Score -45635.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -45641.507812 Penalty: 659.029541
	Iteration 17Q: 3 clusters Score -45641.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -45646.523438 Penalty: 659.029541
	Iteration 18Q: 3 clusters Score -45646.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -45647.589844 Penalty: 659.029541
	Iteration 19Q: 3 clusters Score -45647.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -45648.359375 Penalty: 659.029541
	Iteration 20F: 3 clusters Score -45648.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -45649.839844 Penalty: 659.029541
	Iteration 21Q: 3 clusters Score -45649.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -45653.304688 Penalty: 659.029541
	Iteration 22Q: 3 clusters Score -45653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -45654.078125 Penalty: 659.029541
	Iteration 23Q: 3 clusters Score -45654.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -45654.078125 Penalty: 659.029541
	Iteration 24F: 3 clusters Score -45654.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -69944.382812 Penalty: 349.195099
	Iteration 0F: 2 clusters Score -69944.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -68430.703125 Penalty: 698.390198
	Iteration 0F: 3 clusters Score -68430.7 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -68936.593750 Penalty: 698.390198
	Iteration 1F: 3 clusters Score -68936.59 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -69019.398438 Penalty: 698.390198
	Iteration 2F: 3 clusters Score -69019.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -69107.320312 Penalty: 698.390198
	Iteration 3F: 3 clusters Score -69107.32 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -69214.468750 Penalty: 698.390198
	Iteration 4F: 3 clusters Score -69214.47 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -69340.414062 Penalty: 698.390198
	Iteration 5F: 3 clusters Score -69340.41 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -69427.703125 Penalty: 698.390198
	Iteration 6F: 3 clusters Score -69427.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -69491.453125 Penalty: 698.390198
	Iteration 7Q: 3 clusters Score -69491.45 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -69530.937500 Penalty: 698.390198
	Iteration 8Q: 3 clusters Score -69530.94 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -69553.421875 Penalty: 698.390198
	Iteration 9Q: 3 clusters Score -69553.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -69563.671875 Penalty: 698.390198
	Iteration 10Q: 3 clusters Score -69563.67 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -69573.296875 Penalty: 698.390198
	Iteration 11Q: 3 clusters Score -69573.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -69581.546875 Penalty: 698.390198
	Iteration 12Q: 3 clusters Score -69581.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -69588.500000 Penalty: 698.390198
	Iteration 13Q: 3 clusters Score -69588.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -69595.351562 Penalty: 698.390198
	Iteration 14Q: 3 clusters Score -69595.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -69601.250000 Penalty: 698.390198
	Iteration 15Q: 3 clusters Score -69601.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -69608.484375 Penalty: 698.390198
	Iteration 16Q: 3 clusters Score -69608.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -69614.179688 Penalty: 698.390198
	Iteration 17Q: 3 clusters Score -69614.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -69619.867188 Penalty: 698.390198
	Iteration 18Q: 3 clusters Score -69619.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -69623.500000 Penalty: 698.390198
	Iteration 19Q: 3 clusters Score -69623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -69626.257812 Penalty: 698.390198
	Iteration 20F: 3 clusters Score -69626.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -69626.984375 Penalty: 698.390198
	Iteration 21Q: 3 clusters Score -69626.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -69627.945312 Penalty: 698.390198
	Iteration 22Q: 3 clusters Score -69627.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -69628.226562 Penalty: 698.390198
	Iteration 23Q: 3 clusters Score -69628.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -69628.476562 Penalty: 698.390198
	Iteration 24Q: 3 clusters Score -69628.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -69629.218750 Penalty: 698.390198
	Iteration 25Q: 3 clusters Score -69629.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -69629.460938 Penalty: 698.390198
	Iteration 26Q: 3 clusters Score -69629.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -69630.070312 Penalty: 698.390198
	Iteration 27Q: 3 clusters Score -69630.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -69630.476562 Penalty: 698.390198
	Iteration 28Q: 3 clusters Score -69630.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -69631.273438 Penalty: 698.390198
	Iteration 29Q: 3 clusters Score -69631.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -69631.859375 Penalty: 698.390198
	Iteration 30Q: 3 clusters Score -69631.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -69632.390625 Penalty: 698.390198
	Iteration 31Q: 3 clusters Score -69632.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69632.351562 Penalty: 698.390198
	Iteration 32Q: 3 clusters Score -69632.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69632.351562 Penalty: 698.390198
	Iteration 33F: 3 clusters Score -69632.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Entering Unmasked Estep 
Score: -506855.187500 Penalty: 439.837219
	Iteration 0F: 2 clusters Score -506855.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -496371.000000 Penalty: 879.674438
	Iteration 0F: 3 clusters Score -496371 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -500488.093750 Penalty: 879.674438
	Iteration 1F: 3 clusters Score -500488.1 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -500728.250000 Penalty: 879.674438
	Iteration 2Q: 3 clusters Score -500728.2 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -501035.781250 Penalty: 879.674438
	Iteration 3Q: 3 clusters Score -501035.8 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -501464.062500 Penalty: 879.674438
	Iteration 4F: 3 clusters Score -501464.1 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -502115.437500 Penalty: 879.674438
	Iteration 5F: 3 clusters Score -502115.4 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -503033.312500 Penalty: 879.674438
	Iteration 6F: 3 clusters Score -503033.3 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -504126.156250 Penalty: 879.674438
	Iteration 7F: 3 clusters Score -504126.2 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -504933.250000 Penalty: 879.674438
	Iteration 8F: 3 clusters Score -504933.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -505356.281250 Penalty: 879.674438
	Iteration 9Q: 3 clusters Score -505356.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -505555.906250 Penalty: 879.674438
	Iteration 10Q: 3 clusters Score -505555.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -505673.437500 Penalty: 879.674438
	Iteration 11Q: 3 clusters Score -505673.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -505763.000000 Penalty: 879.674438
	Iteration 12Q: 3 clusters Score -505763 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -505837.937500 Penalty: 879.674438
	Iteration 13Q: 3 clusters Score -505837.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -505901.250000 Penalty: 879.674438
	Iteration 14Q: 3 clusters Score -505901.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -505950.968750 Penalty: 879.674438
	Iteration 15Q: 3 clusters Score -505951 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -505989.718750 Penalty: 879.674438
	Iteration 16Q: 3 clusters Score -505989.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -506027.625000 Penalty: 879.674438
	Iteration 17Q: 3 clusters Score -506027.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -506065.281250 Penalty: 879.674438
	Iteration 18Q: 3 clusters Score -506065.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -506101.343750 Penalty: 879.674438
	Iteration 19Q: 3 clusters Score -506101.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -506148.218750 Penalty: 879.674438
	Iteration 20F: 3 clusters Score -506148.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -506189.468750 Penalty: 879.674438
	Iteration 21Q: 3 clusters Score -506189.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -506226.718750 Penalty: 879.674438
	Iteration 22Q: 3 clusters Score -506226.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -506260.406250 Penalty: 879.674438
	Iteration 23Q: 3 clusters Score -506260.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -506293.750000 Penalty: 879.674438
	Iteration 24Q: 3 clusters Score -506293.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -506320.281250 Penalty: 879.674438
	Iteration 25Q: 3 clusters Score -506320.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -506342.468750 Penalty: 879.674438
	Iteration 26Q: 3 clusters Score -506342.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -506360.000000 Penalty: 879.674438
	Iteration 27Q: 3 clusters Score -506360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -506374.593750 Penalty: 879.674438
	Iteration 28Q: 3 clusters Score -506374.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -506388.156250 Penalty: 879.674438
	Iteration 29Q: 3 clusters Score -506388.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -506398.343750 Penalty: 879.674438
	Iteration 30Q: 3 clusters Score -506398.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -506408.593750 Penalty: 879.674438
	Iteration 31Q: 3 clusters Score -506408.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -506416.468750 Penalty: 879.674438
	Iteration 32Q: 3 clusters Score -506416.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -506424.000000 Penalty: 879.674438
	Iteration 33Q: 3 clusters Score -506424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -506430.281250 Penalty: 879.674438
	Iteration 34Q: 3 clusters Score -506430.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -506440.062500 Penalty: 879.674438
	Iteration 35Q: 3 clusters Score -506440.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -506447.968750 Penalty: 879.674438
	Iteration 36Q: 3 clusters Score -506448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -506452.625000 Penalty: 879.674438
	Iteration 37Q: 3 clusters Score -506452.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -506456.468750 Penalty: 879.674438
	Iteration 38Q: 3 clusters Score -506456.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -506458.781250 Penalty: 879.674438
	Iteration 39Q: 3 clusters Score -506458.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -506460.687500 Penalty: 879.674438
	Iteration 40F: 3 clusters Score -506460.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -506464.531250 Penalty: 879.674438
	Iteration 41Q: 3 clusters Score -506464.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -506468.125000 Penalty: 879.674438
	Iteration 42Q: 3 clusters Score -506468.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -506471.906250 Penalty: 879.674438
	Iteration 43Q: 3 clusters Score -506471.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -506475.562500 Penalty: 879.674438
	Iteration 44Q: 3 clusters Score -506475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -506481.031250 Penalty: 879.674438
	Iteration 45Q: 3 clusters Score -506481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -506486.343750 Penalty: 879.674438
	Iteration 46Q: 3 clusters Score -506486.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -506493.468750 Penalty: 879.674438
	Iteration 47Q: 3 clusters Score -506493.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -506495.468750 Penalty: 879.674438
	Iteration 48Q: 3 clusters Score -506495.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -506497.187500 Penalty: 879.674438
	Iteration 49Q: 3 clusters Score -506497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -506499.468750 Penalty: 879.674438
	Iteration 50Q: 3 clusters Score -506499.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -506500.468750 Penalty: 879.674438
	Iteration 51Q: 3 clusters Score -506500.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -506502.312500 Penalty: 879.674438
	Iteration 52Q: 3 clusters Score -506502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -506503.750000 Penalty: 879.674438
	Iteration 53Q: 3 clusters Score -506503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -506503.875000 Penalty: 879.674438
	Iteration 54Q: 3 clusters Score -506503.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -506503.343750 Penalty: 879.674438
	Iteration 55Q: 3 clusters Score -506503.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -506504.531250 Penalty: 879.674438
	Iteration 56Q: 3 clusters Score -506504.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -506507.093750 Penalty: 879.674438
	Iteration 57Q: 3 clusters Score -506507.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -506510.750000 Penalty: 879.674438
	Iteration 58Q: 3 clusters Score -506510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -506511.531250 Penalty: 879.674438
	Iteration 59Q: 3 clusters Score -506511.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -506512.562500 Penalty: 879.674438
	Iteration 60F: 3 clusters Score -506512.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -506511.906250 Penalty: 879.674438
	Iteration 61Q: 3 clusters Score -506511.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -506511.718750 Penalty: 879.674438
	Iteration 62Q: 3 clusters Score -506511.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -506511.718750 Penalty: 879.674438
	Iteration 63F: 3 clusters Score -506511.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Entering Unmasked Estep 
Score: -1501283.375000 Penalty: 489.692230
	Iteration 0F: 2 clusters Score -1501283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -1469609.375000 Penalty: 979.384460
	Iteration 0F: 3 clusters Score -1469609 nChanged 22858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -1483849.625000 Penalty: 979.384460
	Iteration 1F: 3 clusters Score -1483850 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -1485577.125000 Penalty: 979.384460
	Iteration 2F: 3 clusters Score -1485577 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 32500 members 
Entering Unmasked Estep 
Score: -1488249.750000 Penalty: 979.384460
	Iteration 3F: 3 clusters Score -1488250 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -1491784.375000 Penalty: 979.384460
	Iteration 4F: 3 clusters Score -1491784 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -1495354.375000 Penalty: 979.384460
	Iteration 5F: 3 clusters Score -1495354 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -1497749.375000 Penalty: 979.384460
	Iteration 6Q: 3 clusters Score -1497749 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -1498730.375000 Penalty: 979.384460
	Iteration 7Q: 3 clusters Score -1498730 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -1499125.875000 Penalty: 979.384460
	Iteration 8Q: 3 clusters Score -1499126 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -1499396.625000 Penalty: 979.384460
	Iteration 9Q: 3 clusters Score -1499397 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -1499596.500000 Penalty: 979.384460
	Iteration 10Q: 3 clusters Score -1499596 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -1499758.375000 Penalty: 979.384460
	Iteration 11Q: 3 clusters Score -1499758 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -1499903.125000 Penalty: 979.384460
	Iteration 12Q: 3 clusters Score -1499903 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -1500018.500000 Penalty: 979.384460
	Iteration 13Q: 3 clusters Score -1500018 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -1500129.625000 Penalty: 979.384460
	Iteration 14Q: 3 clusters Score -1500130 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 44665 members 
Entering Unmasked Estep 
Score: -1500228.875000 Penalty: 979.384460
	Iteration 15Q: 3 clusters Score -1500229 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -1500309.875000 Penalty: 979.384460
	Iteration 16Q: 3 clusters Score -1500310 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -1500384.875000 Penalty: 979.384460
	Iteration 17Q: 3 clusters Score -1500385 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -1500446.375000 Penalty: 979.384460
	Iteration 18Q: 3 clusters Score -1500446 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -1500512.000000 Penalty: 979.384460
	Iteration 19Q: 3 clusters Score -1500512 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -1500563.125000 Penalty: 979.384460
	Iteration 20F: 3 clusters Score -1500563 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -1500610.750000 Penalty: 979.384460
	Iteration 21Q: 3 clusters Score -1500611 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -1500652.000000 Penalty: 979.384460
	Iteration 22Q: 3 clusters Score -1500652 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -1500687.500000 Penalty: 979.384460
	Iteration 23Q: 3 clusters Score -1500688 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -1500704.250000 Penalty: 979.384460
	Iteration 24Q: 3 clusters Score -1500704 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -1500727.750000 Penalty: 979.384460
	Iteration 25Q: 3 clusters Score -1500728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -1500749.375000 Penalty: 979.384460
	Iteration 26Q: 3 clusters Score -1500749 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -1500773.500000 Penalty: 979.384460
	Iteration 27Q: 3 clusters Score -1500774 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -1500788.875000 Penalty: 979.384460
	Iteration 28Q: 3 clusters Score -1500789 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -1500805.250000 Penalty: 979.384460
	Iteration 29Q: 3 clusters Score -1500805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -1500813.875000 Penalty: 979.384460
	Iteration 30Q: 3 clusters Score -1500814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -1500823.500000 Penalty: 979.384460
	Iteration 31Q: 3 clusters Score -1500824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -1500835.000000 Penalty: 979.384460
	Iteration 32Q: 3 clusters Score -1500835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -1500840.250000 Penalty: 979.384460
	Iteration 33Q: 3 clusters Score -1500840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46621 members 
Entering Unmasked Estep 
Score: -1500847.750000 Penalty: 979.384460
	Iteration 34Q: 3 clusters Score -1500848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -1500858.750000 Penalty: 979.384460
	Iteration 35Q: 3 clusters Score -1500859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -1500861.250000 Penalty: 979.384460
	Iteration 36Q: 3 clusters Score -1500861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46674 members 
Entering Unmasked Estep 
Score: -1500864.000000 Penalty: 979.384460
	Iteration 37Q: 3 clusters Score -1500864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -1500867.750000 Penalty: 979.384460
	Iteration 38Q: 3 clusters Score -1500868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -1500870.500000 Penalty: 979.384460
	Iteration 39Q: 3 clusters Score -1500870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -1500872.750000 Penalty: 979.384460
	Iteration 40F: 3 clusters Score -1500873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -1500876.250000 Penalty: 979.384460
	Iteration 41Q: 3 clusters Score -1500876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -1500879.000000 Penalty: 979.384460
	Iteration 42Q: 3 clusters Score -1500879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -1500878.000000 Penalty: 979.384460
	Iteration 43Q: 3 clusters Score -1500878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -1500879.625000 Penalty: 979.384460
	Iteration 44Q: 3 clusters Score -1500880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -1500881.125000 Penalty: 979.384460
	Iteration 45Q: 3 clusters Score -1500881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -1500884.125000 Penalty: 979.384460
	Iteration 46Q: 3 clusters Score -1500884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -1500885.250000 Penalty: 979.384460
	Iteration 47Q: 3 clusters Score -1500885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -1500888.750000 Penalty: 979.384460
	Iteration 48Q: 3 clusters Score -1500889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -1500888.875000 Penalty: 979.384460
	Iteration 49Q: 3 clusters Score -1500889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -1500894.375000 Penalty: 979.384460
	Iteration 50Q: 3 clusters Score -1500894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -1500897.125000 Penalty: 979.384460
	Iteration 51Q: 3 clusters Score -1500897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -1500899.125000 Penalty: 979.384460
	Iteration 52Q: 3 clusters Score -1500899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -1500903.750000 Penalty: 979.384460
	Iteration 53Q: 3 clusters Score -1500904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -1500905.875000 Penalty: 979.384460
	Iteration 54Q: 3 clusters Score -1500906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -1500904.875000 Penalty: 979.384460
	Iteration 55Q: 3 clusters Score -1500905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -1500904.875000 Penalty: 979.384460
	Iteration 56F: 3 clusters Score -1500905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -71800.429688 Penalty: 351.139496
	Iteration 0F: 2 clusters Score -71800.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -70159.000000 Penalty: 702.278992
	Iteration 0F: 3 clusters Score -70159 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -70734.367188 Penalty: 702.278992
	Iteration 1F: 3 clusters Score -70734.37 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -70831.070312 Penalty: 702.278992
	Iteration 2F: 3 clusters Score -70831.07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -70920.453125 Penalty: 702.278992
	Iteration 3F: 3 clusters Score -70920.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -71027.007812 Penalty: 702.278992
	Iteration 4F: 3 clusters Score -71027.01 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -71138.679688 Penalty: 702.278992
	Iteration 5F: 3 clusters Score -71138.68 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -71240.585938 Penalty: 702.278992
	Iteration 6F: 3 clusters Score -71240.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -71313.554688 Penalty: 702.278992
	Iteration 7Q: 3 clusters Score -71313.55 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -71387.562500 Penalty: 702.278992
	Iteration 8Q: 3 clusters Score -71387.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -71442.414062 Penalty: 702.278992
	Iteration 9Q: 3 clusters Score -71442.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -71466.156250 Penalty: 702.278992
	Iteration 10Q: 3 clusters Score -71466.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -71477.187500 Penalty: 702.278992
	Iteration 11Q: 3 clusters Score -71477.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -71485.679688 Penalty: 702.278992
	Iteration 12Q: 3 clusters Score -71485.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -71488.250000 Penalty: 702.278992
	Iteration 13Q: 3 clusters Score -71488.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -71492.710938 Penalty: 702.278992
	Iteration 14Q: 3 clusters Score -71492.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -71494.929688 Penalty: 702.278992
	Iteration 15Q: 3 clusters Score -71494.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -71496.750000 Penalty: 702.278992
	Iteration 16Q: 3 clusters Score -71496.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -71498.914062 Penalty: 702.278992
	Iteration 17Q: 3 clusters Score -71498.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -71500.609375 Penalty: 702.278992
	Iteration 18Q: 3 clusters Score -71500.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -71501.492188 Penalty: 702.278992
	Iteration 19Q: 3 clusters Score -71501.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -71501.492188 Penalty: 702.278992
	Iteration 20F: 3 clusters Score -71501.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Entering Unmasked Estep 
Score: -80306.203125 Penalty: 353.314087
	Iteration 0F: 2 clusters Score -80306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -78622.234375 Penalty: 706.628174
	Iteration 0F: 3 clusters Score -78622.23 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -79185.226562 Penalty: 706.628174
	Iteration 1F: 3 clusters Score -79185.23 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -79273.773438 Penalty: 706.628174
	Iteration 2F: 3 clusters Score -79273.77 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -79377.179688 Penalty: 706.628174
	Iteration 3F: 3 clusters Score -79377.18 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -79503.281250 Penalty: 706.628174
	Iteration 4F: 3 clusters Score -79503.28 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -79610.687500 Penalty: 706.628174
	Iteration 5F: 3 clusters Score -79610.69 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -79698.437500 Penalty: 706.628174
	Iteration 6F: 3 clusters Score -79698.44 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -79757.304688 Penalty: 706.628174
	Iteration 7Q: 3 clusters Score -79757.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -79789.062500 Penalty: 706.628174
	Iteration 8Q: 3 clusters Score -79789.06 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -79806.179688 Penalty: 706.628174
	Iteration 9Q: 3 clusters Score -79806.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -79820.687500 Penalty: 706.628174
	Iteration 10Q: 3 clusters Score -79820.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -79839.937500 Penalty: 706.628174
	Iteration 11Q: 3 clusters Score -79839.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -79861.093750 Penalty: 706.628174
	Iteration 12Q: 3 clusters Score -79861.09 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -79876.617188 Penalty: 706.628174
	Iteration 13Q: 3 clusters Score -79876.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -79890.039062 Penalty: 706.628174
	Iteration 14Q: 3 clusters Score -79890.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -79901.812500 Penalty: 706.628174
	Iteration 15Q: 3 clusters Score -79901.81 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -79906.320312 Penalty: 706.628174
	Iteration 16Q: 3 clusters Score -79906.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -79911.210938 Penalty: 706.628174
	Iteration 17Q: 3 clusters Score -79911.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -79918.000000 Penalty: 706.628174
	Iteration 18Q: 3 clusters Score -79918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -79925.867188 Penalty: 706.628174
	Iteration 19Q: 3 clusters Score -79925.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -79932.250000 Penalty: 706.628174
	Iteration 20F: 3 clusters Score -79932.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -79936.148438 Penalty: 706.628174
	Iteration 21Q: 3 clusters Score -79936.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -79939.507812 Penalty: 706.628174
	Iteration 22Q: 3 clusters Score -79939.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -79942.859375 Penalty: 706.628174
	Iteration 23Q: 3 clusters Score -79942.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -79944.546875 Penalty: 706.628174
	Iteration 24Q: 3 clusters Score -79944.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -79944.867188 Penalty: 706.628174
	Iteration 25Q: 3 clusters Score -79944.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -79945.554688 Penalty: 706.628174
	Iteration 26Q: 3 clusters Score -79945.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -79945.906250 Penalty: 706.628174
	Iteration 27Q: 3 clusters Score -79945.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -79946.085938 Penalty: 706.628174
	Iteration 28Q: 3 clusters Score -79946.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -79947.500000 Penalty: 706.628174
	Iteration 29Q: 3 clusters Score -79947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -79949.398438 Penalty: 706.628174
	Iteration 30Q: 3 clusters Score -79949.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -79951.804688 Penalty: 706.628174
	Iteration 31Q: 3 clusters Score -79951.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -79952.695312 Penalty: 706.628174
	Iteration 32Q: 3 clusters Score -79952.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -79953.406250 Penalty: 706.628174
	Iteration 33Q: 3 clusters Score -79953.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -79953.804688 Penalty: 706.628174
	Iteration 34Q: 3 clusters Score -79953.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -79953.843750 Penalty: 706.628174
	Iteration 35Q: 3 clusters Score -79953.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -79953.843750 Penalty: 706.628174
	Iteration 36F: 3 clusters Score -79953.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Entering Unmasked Estep 
Score: -723166.250000 Penalty: 456.121246
	Iteration 0F: 2 clusters Score -723166.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -708059.062500 Penalty: 912.242493
	Iteration 0F: 3 clusters Score -708059.1 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -714292.937500 Penalty: 912.242493
	Iteration 1F: 3 clusters Score -714292.9 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -714619.125000 Penalty: 912.242493
	Iteration 2Q: 3 clusters Score -714619.1 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -715173.250000 Penalty: 912.242493
	Iteration 3Q: 3 clusters Score -715173.2 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -716142.312500 Penalty: 912.242493
	Iteration 4F: 3 clusters Score -716142.3 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -717546.375000 Penalty: 912.242493
	Iteration 5F: 3 clusters Score -717546.4 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -718898.750000 Penalty: 912.242493
	Iteration 6F: 3 clusters Score -718898.8 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -719604.187500 Penalty: 912.242493
	Iteration 7F: 3 clusters Score -719604.2 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -719901.000000 Penalty: 912.242493
	Iteration 8Q: 3 clusters Score -719901 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -720095.687500 Penalty: 912.242493
	Iteration 9Q: 3 clusters Score -720095.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -720268.812500 Penalty: 912.242493
	Iteration 10Q: 3 clusters Score -720268.8 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -720445.125000 Penalty: 912.242493
	Iteration 11Q: 3 clusters Score -720445.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -720635.437500 Penalty: 912.242493
	Iteration 12Q: 3 clusters Score -720635.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -720841.187500 Penalty: 912.242493
	Iteration 13Q: 3 clusters Score -720841.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -721094.062500 Penalty: 912.242493
	Iteration 14Q: 3 clusters Score -721094.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -721350.000000 Penalty: 912.242493
	Iteration 15Q: 3 clusters Score -721350 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -721585.500000 Penalty: 912.242493
	Iteration 16Q: 3 clusters Score -721585.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -721782.312500 Penalty: 912.242493
	Iteration 17Q: 3 clusters Score -721782.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -721905.000000 Penalty: 912.242493
	Iteration 18Q: 3 clusters Score -721905 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -722001.187500 Penalty: 912.242493
	Iteration 19Q: 3 clusters Score -722001.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -722086.875000 Penalty: 912.242493
	Iteration 20F: 3 clusters Score -722086.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -722163.312500 Penalty: 912.242493
	Iteration 21Q: 3 clusters Score -722163.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -722222.812500 Penalty: 912.242493
	Iteration 22Q: 3 clusters Score -722222.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -722266.437500 Penalty: 912.242493
	Iteration 23Q: 3 clusters Score -722266.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -722304.875000 Penalty: 912.242493
	Iteration 24Q: 3 clusters Score -722304.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -722329.000000 Penalty: 912.242493
	Iteration 25Q: 3 clusters Score -722329 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -722356.687500 Penalty: 912.242493
	Iteration 26Q: 3 clusters Score -722356.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -722390.375000 Penalty: 912.242493
	Iteration 27Q: 3 clusters Score -722390.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -722422.500000 Penalty: 912.242493
	Iteration 28Q: 3 clusters Score -722422.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -722450.437500 Penalty: 912.242493
	Iteration 29Q: 3 clusters Score -722450.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -722486.687500 Penalty: 912.242493
	Iteration 30Q: 3 clusters Score -722486.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -722514.062500 Penalty: 912.242493
	Iteration 31Q: 3 clusters Score -722514.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -722550.437500 Penalty: 912.242493
	Iteration 32Q: 3 clusters Score -722550.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -722586.812500 Penalty: 912.242493
	Iteration 33Q: 3 clusters Score -722586.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -722623.625000 Penalty: 912.242493
	Iteration 34Q: 3 clusters Score -722623.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -722653.937500 Penalty: 912.242493
	Iteration 35Q: 3 clusters Score -722653.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -722683.250000 Penalty: 912.242493
	Iteration 36Q: 3 clusters Score -722683.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -722711.562500 Penalty: 912.242493
	Iteration 37Q: 3 clusters Score -722711.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -722742.312500 Penalty: 912.242493
	Iteration 38Q: 3 clusters Score -722742.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -722767.812500 Penalty: 912.242493
	Iteration 39Q: 3 clusters Score -722767.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -722791.937500 Penalty: 912.242493
	Iteration 40F: 3 clusters Score -722791.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -722814.562500 Penalty: 912.242493
	Iteration 41Q: 3 clusters Score -722814.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -722828.812500 Penalty: 912.242493
	Iteration 42Q: 3 clusters Score -722828.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -722835.750000 Penalty: 912.242493
	Iteration 43Q: 3 clusters Score -722835.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -722844.562500 Penalty: 912.242493
	Iteration 44Q: 3 clusters Score -722844.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -722857.437500 Penalty: 912.242493
	Iteration 45Q: 3 clusters Score -722857.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -722869.875000 Penalty: 912.242493
	Iteration 46Q: 3 clusters Score -722869.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -722883.937500 Penalty: 912.242493
	Iteration 47Q: 3 clusters Score -722883.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -722903.875000 Penalty: 912.242493
	Iteration 48Q: 3 clusters Score -722903.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -722916.750000 Penalty: 912.242493
	Iteration 49Q: 3 clusters Score -722916.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -722928.500000 Penalty: 912.242493
	Iteration 50Q: 3 clusters Score -722928.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -722938.125000 Penalty: 912.242493
	Iteration 51Q: 3 clusters Score -722938.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -722948.250000 Penalty: 912.242493
	Iteration 52Q: 3 clusters Score -722948.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -722952.312500 Penalty: 912.242493
	Iteration 53Q: 3 clusters Score -722952.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -722963.062500 Penalty: 912.242493
	Iteration 54Q: 3 clusters Score -722963.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -722968.062500 Penalty: 912.242493
	Iteration 55Q: 3 clusters Score -722968.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -722971.500000 Penalty: 912.242493
	Iteration 56Q: 3 clusters Score -722971.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -722973.375000 Penalty: 912.242493
	Iteration 57Q: 3 clusters Score -722973.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -722976.562500 Penalty: 912.242493
	Iteration 58Q: 3 clusters Score -722976.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -722977.625000 Penalty: 912.242493
	Iteration 59Q: 3 clusters Score -722977.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -722981.000000 Penalty: 912.242493
	Iteration 60F: 3 clusters Score -722981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -722983.625000 Penalty: 912.242493
	Iteration 61Q: 3 clusters Score -722983.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -722987.312500 Penalty: 912.242493
	Iteration 62Q: 3 clusters Score -722987.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -722992.250000 Penalty: 912.242493
	Iteration 63Q: 3 clusters Score -722992.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -722992.875000 Penalty: 912.242493
	Iteration 64Q: 3 clusters Score -722992.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -722995.312500 Penalty: 912.242493
	Iteration 65Q: 3 clusters Score -722995.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -722996.062500 Penalty: 912.242493
	Iteration 66Q: 3 clusters Score -722996.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -722996.875000 Penalty: 912.242493
	Iteration 67Q: 3 clusters Score -722996.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -722997.125000 Penalty: 912.242493
	Iteration 68Q: 3 clusters Score -722997.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -723000.375000 Penalty: 912.242493
	Iteration 69Q: 3 clusters Score -723000.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -723002.125000 Penalty: 912.242493
	Iteration 70Q: 3 clusters Score -723002.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -723004.375000 Penalty: 912.242493
	Iteration 71Q: 3 clusters Score -723004.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -723003.375000 Penalty: 912.242493
	Iteration 72Q: 3 clusters Score -723003.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -723004.187500 Penalty: 912.242493
	Iteration 73Q: 3 clusters Score -723004.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -723006.250000 Penalty: 912.242493
	Iteration 74Q: 3 clusters Score -723006.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -723006.312500 Penalty: 912.242493
	Iteration 75Q: 3 clusters Score -723006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -723006.812500 Penalty: 912.242493
	Iteration 76Q: 3 clusters Score -723006.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -723006.875000 Penalty: 912.242493
	Iteration 77Q: 3 clusters Score -723006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -723007.062500 Penalty: 912.242493
	Iteration 78Q: 3 clusters Score -723007.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -723006.937500 Penalty: 912.242493
	Iteration 79Q: 3 clusters Score -723006.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -723007.937500 Penalty: 912.242493
	Iteration 80F: 3 clusters Score -723007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -47230.519531 Penalty: 340.436432
	Iteration 0F: 2 clusters Score -47230.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -45929.625000 Penalty: 680.872864
	Iteration 0F: 3 clusters Score -45929.62 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -46375.023438 Penalty: 680.872864
	Iteration 1F: 3 clusters Score -46375.02 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -46449.152344 Penalty: 680.872864
	Iteration 2F: 3 clusters Score -46449.15 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -46505.910156 Penalty: 680.872864
	Iteration 3F: 3 clusters Score -46505.91 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -46566.230469 Penalty: 680.872864
	Iteration 4F: 3 clusters Score -46566.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -46626.320312 Penalty: 680.872864
	Iteration 5F: 3 clusters Score -46626.32 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -46669.281250 Penalty: 680.872864
	Iteration 6Q: 3 clusters Score -46669.28 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -46713.664062 Penalty: 680.872864
	Iteration 7Q: 3 clusters Score -46713.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -46750.726562 Penalty: 680.872864
	Iteration 8Q: 3 clusters Score -46750.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -46778.535156 Penalty: 680.872864
	Iteration 9Q: 3 clusters Score -46778.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -46794.785156 Penalty: 680.872864
	Iteration 10Q: 3 clusters Score -46794.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -46803.910156 Penalty: 680.872864
	Iteration 11Q: 3 clusters Score -46803.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -46810.535156 Penalty: 680.872864
	Iteration 12Q: 3 clusters Score -46810.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -46815.757812 Penalty: 680.872864
	Iteration 13Q: 3 clusters Score -46815.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -46821.300781 Penalty: 680.872864
	Iteration 14Q: 3 clusters Score -46821.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -46829.843750 Penalty: 680.872864
	Iteration 15Q: 3 clusters Score -46829.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -46834.132812 Penalty: 680.872864
	Iteration 16Q: 3 clusters Score -46834.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -46837.222656 Penalty: 680.872864
	Iteration 17Q: 3 clusters Score -46837.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -46840.726562 Penalty: 680.872864
	Iteration 18Q: 3 clusters Score -46840.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -46844.738281 Penalty: 680.872864
	Iteration 19Q: 3 clusters Score -46844.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -46846.199219 Penalty: 680.872864
	Iteration 20F: 3 clusters Score -46846.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -46847.144531 Penalty: 680.872864
	Iteration 21Q: 3 clusters Score -46847.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -46848.347656 Penalty: 680.872864
	Iteration 22Q: 3 clusters Score -46848.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -46849.933594 Penalty: 680.872864
	Iteration 23Q: 3 clusters Score -46849.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -46850.652344 Penalty: 680.872864
	Iteration 24Q: 3 clusters Score -46850.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -46850.718750 Penalty: 680.872864
	Iteration 25Q: 3 clusters Score -46850.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -46851.207031 Penalty: 680.872864
	Iteration 26Q: 3 clusters Score -46851.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -46851.601562 Penalty: 680.872864
	Iteration 27Q: 3 clusters Score -46851.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -46852.488281 Penalty: 680.872864
	Iteration 28Q: 3 clusters Score -46852.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -46853.230469 Penalty: 680.872864
	Iteration 29Q: 3 clusters Score -46853.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -46853.449219 Penalty: 680.872864
	Iteration 30Q: 3 clusters Score -46853.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46853.648438 Penalty: 680.872864
	Iteration 31Q: 3 clusters Score -46853.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46853.890625 Penalty: 680.872864
	Iteration 32Q: 3 clusters Score -46853.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -46854.742188 Penalty: 680.872864
	Iteration 33Q: 3 clusters Score -46854.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -46855.535156 Penalty: 680.872864
	Iteration 34Q: 3 clusters Score -46855.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -46855.695312 Penalty: 680.872864
	Iteration 35Q: 3 clusters Score -46855.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -46856.332031 Penalty: 680.872864
	Iteration 36Q: 3 clusters Score -46856.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -46856.753906 Penalty: 680.872864
	Iteration 37Q: 3 clusters Score -46856.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -46857.195312 Penalty: 680.872864
	Iteration 38Q: 3 clusters Score -46857.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -46857.941406 Penalty: 680.872864
	Iteration 39Q: 3 clusters Score -46857.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -46858.257812 Penalty: 680.872864
	Iteration 40F: 3 clusters Score -46858.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -46858.957031 Penalty: 680.872864
	Iteration 41Q: 3 clusters Score -46858.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -46860.375000 Penalty: 680.872864
	Iteration 42Q: 3 clusters Score -46860.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -46860.972656 Penalty: 680.872864
	Iteration 43Q: 3 clusters Score -46860.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -46861.667969 Penalty: 680.872864
	Iteration 44Q: 3 clusters Score -46861.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -46862.289062 Penalty: 680.872864
	Iteration 45Q: 3 clusters Score -46862.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -46862.953125 Penalty: 680.872864
	Iteration 46Q: 3 clusters Score -46862.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46864.117188 Penalty: 680.872864
	Iteration 47Q: 3 clusters Score -46864.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -46864.699219 Penalty: 680.872864
	Iteration 48Q: 3 clusters Score -46864.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -46865.292969 Penalty: 680.872864
	Iteration 49Q: 3 clusters Score -46865.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46865.632812 Penalty: 680.872864
	Iteration 50Q: 3 clusters Score -46865.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -46866.835938 Penalty: 680.872864
	Iteration 51Q: 3 clusters Score -46866.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -46869.367188 Penalty: 680.872864
	Iteration 52Q: 3 clusters Score -46869.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -46870.765625 Penalty: 680.872864
	Iteration 53Q: 3 clusters Score -46870.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -46873.734375 Penalty: 680.872864
	Iteration 54Q: 3 clusters Score -46873.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -46878.410156 Penalty: 680.872864
	Iteration 55Q: 3 clusters Score -46878.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -46880.332031 Penalty: 680.872864
	Iteration 56Q: 3 clusters Score -46880.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -46881.710938 Penalty: 680.872864
	Iteration 57Q: 3 clusters Score -46881.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -46883.734375 Penalty: 680.872864
	Iteration 58Q: 3 clusters Score -46883.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -46884.386719 Penalty: 680.872864
	Iteration 59Q: 3 clusters Score -46884.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -46885.085938 Penalty: 680.872864
	Iteration 60F: 3 clusters Score -46885.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46885.808594 Penalty: 680.872864
	Iteration 61Q: 3 clusters Score -46885.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -46887.007812 Penalty: 680.872864
	Iteration 62Q: 3 clusters Score -46887.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -46888.191406 Penalty: 680.872864
	Iteration 63Q: 3 clusters Score -46888.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46889.160156 Penalty: 680.872864
	Iteration 64Q: 3 clusters Score -46889.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -46890.144531 Penalty: 680.872864
	Iteration 65Q: 3 clusters Score -46890.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -46891.957031 Penalty: 680.872864
	Iteration 66Q: 3 clusters Score -46891.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -46893.187500 Penalty: 680.872864
	Iteration 67Q: 3 clusters Score -46893.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -46895.363281 Penalty: 680.872864
	Iteration 68Q: 3 clusters Score -46895.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -46898.710938 Penalty: 680.872864
	Iteration 69Q: 3 clusters Score -46898.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -46900.511719 Penalty: 680.872864
	Iteration 70Q: 3 clusters Score -46900.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46902.593750 Penalty: 680.872864
	Iteration 71Q: 3 clusters Score -46902.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46904.976562 Penalty: 680.872864
	Iteration 72Q: 3 clusters Score -46904.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46906.207031 Penalty: 680.872864
	Iteration 73Q: 3 clusters Score -46906.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -46907.429688 Penalty: 680.872864
	Iteration 74Q: 3 clusters Score -46907.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46908.109375 Penalty: 680.872864
	Iteration 75Q: 3 clusters Score -46908.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -46910.031250 Penalty: 680.872864
	Iteration 76Q: 3 clusters Score -46910.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46912.414062 Penalty: 680.872864
	Iteration 77Q: 3 clusters Score -46912.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46915.589844 Penalty: 680.872864
	Iteration 78Q: 3 clusters Score -46915.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46917.449219 Penalty: 680.872864
	Iteration 79Q: 3 clusters Score -46917.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46919.839844 Penalty: 680.872864
	Iteration 80F: 3 clusters Score -46919.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46922.289062 Penalty: 680.872864
	Iteration 81Q: 3 clusters Score -46922.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46925.710938 Penalty: 680.872864
	Iteration 82Q: 3 clusters Score -46925.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -46928.019531 Penalty: 680.872864
	Iteration 83Q: 3 clusters Score -46928.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46929.035156 Penalty: 680.872864
	Iteration 84Q: 3 clusters Score -46929.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46930.464844 Penalty: 680.872864
	Iteration 85Q: 3 clusters Score -46930.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46931.921875 Penalty: 680.872864
	Iteration 86Q: 3 clusters Score -46931.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46932.609375 Penalty: 680.872864
	Iteration 87Q: 3 clusters Score -46932.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46933.542969 Penalty: 680.872864
	Iteration 88Q: 3 clusters Score -46933.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46935.218750 Penalty: 680.872864
	Iteration 89Q: 3 clusters Score -46935.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46936.671875 Penalty: 680.872864
	Iteration 90Q: 3 clusters Score -46936.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46937.195312 Penalty: 680.872864
	Iteration 91Q: 3 clusters Score -46937.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46937.195312 Penalty: 680.872864
	Iteration 92F: 3 clusters Score -46937.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Entering Unmasked Estep 
Score: -753657.687500 Penalty: 462.948700
	Iteration 0F: 2 clusters Score -753657.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -736095.000000 Penalty: 925.897400
	Iteration 0F: 3 clusters Score -736095 nChanged 12546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -743611.187500 Penalty: 925.897400
	Iteration 1F: 3 clusters Score -743611.2 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -743973.750000 Penalty: 925.897400
	Iteration 2Q: 3 clusters Score -743973.8 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -744490.562500 Penalty: 925.897400
	Iteration 3Q: 3 clusters Score -744490.6 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -745292.875000 Penalty: 925.897400
	Iteration 4F: 3 clusters Score -745292.9 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -746409.437500 Penalty: 925.897400
	Iteration 5F: 3 clusters Score -746409.4 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -747657.000000 Penalty: 925.897400
	Iteration 6F: 3 clusters Score -747657 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -748622.000000 Penalty: 925.897400
	Iteration 7F: 3 clusters Score -748622 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -749263.875000 Penalty: 925.897400
	Iteration 8Q: 3 clusters Score -749263.9 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -749659.625000 Penalty: 925.897400
	Iteration 9Q: 3 clusters Score -749659.6 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -749892.250000 Penalty: 925.897400
	Iteration 10Q: 3 clusters Score -749892.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -750028.687500 Penalty: 925.897400
	Iteration 11Q: 3 clusters Score -750028.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -750133.187500 Penalty: 925.897400
	Iteration 12Q: 3 clusters Score -750133.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -750229.250000 Penalty: 925.897400
	Iteration 13Q: 3 clusters Score -750229.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -750333.687500 Penalty: 925.897400
	Iteration 14Q: 3 clusters Score -750333.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -750443.250000 Penalty: 925.897400
	Iteration 15Q: 3 clusters Score -750443.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -750548.500000 Penalty: 925.897400
	Iteration 16Q: 3 clusters Score -750548.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -750672.000000 Penalty: 925.897400
	Iteration 17Q: 3 clusters Score -750672 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -750823.500000 Penalty: 925.897400
	Iteration 18Q: 3 clusters Score -750823.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -750991.687500 Penalty: 925.897400
	Iteration 19Q: 3 clusters Score -750991.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -751174.687500 Penalty: 925.897400
	Iteration 20F: 3 clusters Score -751174.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -751366.312500 Penalty: 925.897400
	Iteration 21Q: 3 clusters Score -751366.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -751563.750000 Penalty: 925.897400
	Iteration 22Q: 3 clusters Score -751563.8 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -751788.312500 Penalty: 925.897400
	Iteration 23Q: 3 clusters Score -751788.3 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -752017.187500 Penalty: 925.897400
	Iteration 24Q: 3 clusters Score -752017.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -752239.812500 Penalty: 925.897400
	Iteration 25Q: 3 clusters Score -752239.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -752447.187500 Penalty: 925.897400
	Iteration 26Q: 3 clusters Score -752447.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -752609.500000 Penalty: 925.897400
	Iteration 27Q: 3 clusters Score -752609.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -752741.187500 Penalty: 925.897400
	Iteration 28Q: 3 clusters Score -752741.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 24722 members 
Entering Unmasked Estep 
Score: -752857.125000 Penalty: 925.897400
	Iteration 29Q: 3 clusters Score -752857.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -752947.437500 Penalty: 925.897400
	Iteration 30Q: 3 clusters Score -752947.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -753019.750000 Penalty: 925.897400
	Iteration 31Q: 3 clusters Score -753019.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -753085.000000 Penalty: 925.897400
	Iteration 32Q: 3 clusters Score -753085 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -753128.000000 Penalty: 925.897400
	Iteration 33Q: 3 clusters Score -753128 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -753153.000000 Penalty: 925.897400
	Iteration 34Q: 3 clusters Score -753153 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -753172.062500 Penalty: 925.897400
	Iteration 35Q: 3 clusters Score -753172.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -753187.125000 Penalty: 925.897400
	Iteration 36Q: 3 clusters Score -753187.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -753200.500000 Penalty: 925.897400
	Iteration 37Q: 3 clusters Score -753200.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -753211.125000 Penalty: 925.897400
	Iteration 38Q: 3 clusters Score -753211.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -753225.937500 Penalty: 925.897400
	Iteration 39Q: 3 clusters Score -753225.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -753234.812500 Penalty: 925.897400
	Iteration 40F: 3 clusters Score -753234.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -753244.625000 Penalty: 925.897400
	Iteration 41Q: 3 clusters Score -753244.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -753250.937500 Penalty: 925.897400
	Iteration 42Q: 3 clusters Score -753250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -753259.250000 Penalty: 925.897400
	Iteration 43Q: 3 clusters Score -753259.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -753269.062500 Penalty: 925.897400
	Iteration 44Q: 3 clusters Score -753269.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -753275.625000 Penalty: 925.897400
	Iteration 45Q: 3 clusters Score -753275.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -753279.125000 Penalty: 925.897400
	Iteration 46Q: 3 clusters Score -753279.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -753283.562500 Penalty: 925.897400
	Iteration 47Q: 3 clusters Score -753283.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 25730 members 
Entering Unmasked Estep 
Score: -753287.250000 Penalty: 925.897400
	Iteration 48Q: 3 clusters Score -753287.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -753289.062500 Penalty: 925.897400
	Iteration 49Q: 3 clusters Score -753289.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -753289.500000 Penalty: 925.897400
	Iteration 50Q: 3 clusters Score -753289.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -753290.375000 Penalty: 925.897400
	Iteration 51Q: 3 clusters Score -753290.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -753290.250000 Penalty: 925.897400
	Iteration 52Q: 3 clusters Score -753290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -753290.250000 Penalty: 925.897400
	Iteration 53F: 3 clusters Score -753290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Entering Unmasked Estep 
Score: -60279.156250 Penalty: 341.399689
	Iteration 0F: 2 clusters Score -60279.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -58962.558594 Penalty: 682.799377
	Iteration 0F: 3 clusters Score -58962.56 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -59400.886719 Penalty: 682.799377
	Iteration 1F: 3 clusters Score -59400.89 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -59500.550781 Penalty: 682.799377
	Iteration 2F: 3 clusters Score -59500.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -59572.449219 Penalty: 682.799377
	Iteration 3F: 3 clusters Score -59572.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -59626.906250 Penalty: 682.799377
	Iteration 4F: 3 clusters Score -59626.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -59667.878906 Penalty: 682.799377
	Iteration 5Q: 3 clusters Score -59667.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -59695.558594 Penalty: 682.799377
	Iteration 6Q: 3 clusters Score -59695.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -59730.570312 Penalty: 682.799377
	Iteration 7Q: 3 clusters Score -59730.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -59763.808594 Penalty: 682.799377
	Iteration 8Q: 3 clusters Score -59763.81 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -59792.851562 Penalty: 682.799377
	Iteration 9Q: 3 clusters Score -59792.85 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -59816.968750 Penalty: 682.799377
	Iteration 10Q: 3 clusters Score -59816.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -59832.285156 Penalty: 682.799377
	Iteration 11Q: 3 clusters Score -59832.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -59848.910156 Penalty: 682.799377
	Iteration 12Q: 3 clusters Score -59848.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -59860.910156 Penalty: 682.799377
	Iteration 13Q: 3 clusters Score -59860.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -59874.945312 Penalty: 682.799377
	Iteration 14Q: 3 clusters Score -59874.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -59889.187500 Penalty: 682.799377
	Iteration 15Q: 3 clusters Score -59889.19 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -59901.390625 Penalty: 682.799377
	Iteration 16Q: 3 clusters Score -59901.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -59909.203125 Penalty: 682.799377
	Iteration 17Q: 3 clusters Score -59909.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -59917.304688 Penalty: 682.799377
	Iteration 18Q: 3 clusters Score -59917.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -59923.785156 Penalty: 682.799377
	Iteration 19Q: 3 clusters Score -59923.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -59928.843750 Penalty: 682.799377
	Iteration 20F: 3 clusters Score -59928.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -59930.414062 Penalty: 682.799377
	Iteration 21Q: 3 clusters Score -59930.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -59930.730469 Penalty: 682.799377
	Iteration 22Q: 3 clusters Score -59930.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -59930.722656 Penalty: 682.799377
	Iteration 23Q: 3 clusters Score -59930.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -59930.722656 Penalty: 682.799377
	Iteration 24F: 3 clusters Score -59930.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 221143 members 
Mstep: Class 3 contains 479 members 
Mstep: Class 4 contains 373591 members 
Mstep: Class 5 contains 1358 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 2153 members 
Mstep: Class 9 contains 15784 members 
Mstep: Class 10 contains 47215 members 
Mstep: Class 12 contains 2247 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 22576 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26231 members 
Mstep: Class 18 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495968.000000 Penalty: 10439.538086
Iteration 119Q: 18 clusters Score -2.149597e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 221328 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 373494 members 
Mstep: Class 5 contains 1373 members 
Mstep: Class 6 contains 2557 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 15746 members 
Mstep: Class 10 contains 47132 members 
Mstep: Class 11 contains 1972 members 
Mstep: Class 12 contains 2264 members 
Mstep: Class 13 contains 2367 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 26224 members 
Mstep: Class 18 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496010.000000 Penalty: 10439.538086
Iteration 120F: 18 clusters Score -2.149601e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 221498 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 373394 members 
Mstep: Class 5 contains 1372 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 1401 members 
Mstep: Class 8 contains 2144 members 
Mstep: Class 9 contains 15714 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 2267 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 22583 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 26222 members 
Mstep: Class 18 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496036.000000 Penalty: 10439.538086
Iteration 121Q: 18 clusters Score -2.149604e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 221627 members 
Mstep: Class 3 contains 482 members 
Mstep: Class 4 contains 373304 members 
Mstep: Class 5 contains 1376 members 
Mstep: Class 6 contains 2562 members 
Mstep: Class 7 contains 1408 members 
Mstep: Class 8 contains 2145 members 
Mstep: Class 9 contains 15704 members 
Mstep: Class 10 contains 46985 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 2273 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 22582 members 
Mstep: Class 15 contains 1773 members 
Mstep: Class 16 contains 26221 members 
Mstep: Class 18 contains 1824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496038.000000 Penalty: 10439.538086
Iteration 122Q: 18 clusters Score -2.149604e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 221754 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373224 members 
Mstep: Class 5 contains 1379 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 2142 members 
Mstep: Class 9 contains 15691 members 
Mstep: Class 10 contains 46926 members 
Mstep: Class 11 contains 2016 members 
Mstep: Class 12 contains 2281 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 22579 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26216 members 
Mstep: Class 18 contains 1827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496052.000000 Penalty: 10439.538086
Iteration 123Q: 18 clusters Score -2.149605e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 221859 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373157 members 
Mstep: Class 5 contains 1382 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 2139 members 
Mstep: Class 9 contains 15671 members 
Mstep: Class 10 contains 46883 members 
Mstep: Class 11 contains 2020 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 2383 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 26226 members 
Mstep: Class 18 contains 1830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496070.000000 Penalty: 10439.538086
Iteration 124Q: 18 clusters Score -2.149607e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 221930 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373122 members 
Mstep: Class 5 contains 1383 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 1423 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 15659 members 
Mstep: Class 10 contains 46843 members 
Mstep: Class 11 contains 2024 members 
Mstep: Class 12 contains 2289 members 
Mstep: Class 13 contains 2386 members 
Mstep: Class 14 contains 22569 members 
Mstep: Class 15 contains 1774 members 
Mstep: Class 16 contains 26237 members 
Mstep: Class 18 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496066.000000 Penalty: 10439.538086
Iteration 125Q: 18 clusters Score -2.149607e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 221983 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373083 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 1431 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 15646 members 
Mstep: Class 10 contains 46808 members 
Mstep: Class 11 contains 2026 members 
Mstep: Class 12 contains 2292 members 
Mstep: Class 13 contains 2394 members 
Mstep: Class 14 contains 22562 members 
Mstep: Class 15 contains 1776 members 
Mstep: Class 16 contains 26249 members 
Mstep: Class 18 contains 1834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496052.000000 Penalty: 10439.538086
Iteration 126Q: 18 clusters Score -2.149605e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 222036 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373038 members 
Mstep: Class 5 contains 1390 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 15636 members 
Mstep: Class 10 contains 46784 members 
Mstep: Class 11 contains 2030 members 
Mstep: Class 12 contains 2297 members 
Mstep: Class 13 contains 2396 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1777 members 
Mstep: Class 16 contains 26256 members 
Mstep: Class 18 contains 1838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496068.000000 Penalty: 10439.538086
Iteration 127Q: 18 clusters Score -2.149607e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222077 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 373000 members 
Mstep: Class 5 contains 1388 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 1436 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 15630 members 
Mstep: Class 10 contains 46766 members 
Mstep: Class 11 contains 2035 members 
Mstep: Class 12 contains 2301 members 
Mstep: Class 13 contains 2402 members 
Mstep: Class 14 contains 22558 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26257 members 
Mstep: Class 18 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496088.000000 Penalty: 10439.538086
Iteration 128Q: 18 clusters Score -2.149609e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222100 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372977 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2133 members 
Mstep: Class 9 contains 15626 members 
Mstep: Class 10 contains 46747 members 
Mstep: Class 11 contains 2040 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 2410 members 
Mstep: Class 14 contains 22557 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 18 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496080.000000 Penalty: 10439.538086
Iteration 129Q: 18 clusters Score -2.149608e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222122 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372952 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 46731 members 
Mstep: Class 11 contains 2044 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 2421 members 
Mstep: Class 14 contains 22558 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496092.000000 Penalty: 10439.538086
Iteration 130Q: 18 clusters Score -2.149609e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222155 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372936 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 15617 members 
Mstep: Class 10 contains 46709 members 
Mstep: Class 11 contains 2049 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 2424 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26264 members 
Mstep: Class 18 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496110.000000 Penalty: 10439.538086
Iteration 131Q: 18 clusters Score -2.149611e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222183 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372920 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15611 members 
Mstep: Class 10 contains 46694 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 2430 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26268 members 
Mstep: Class 18 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496116.000000 Penalty: 10439.538086
Iteration 132Q: 18 clusters Score -2.149612e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222207 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372907 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 46678 members 
Mstep: Class 11 contains 2047 members 
Mstep: Class 12 contains 2304 members 
Mstep: Class 13 contains 2439 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26269 members 
Mstep: Class 18 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496112.000000 Penalty: 10439.538086
Iteration 133Q: 18 clusters Score -2.149611e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222233 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372889 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15607 members 
Mstep: Class 10 contains 46665 members 
Mstep: Class 11 contains 2046 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 2446 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26267 members 
Mstep: Class 18 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496092.000000 Penalty: 10439.538086
Iteration 134Q: 18 clusters Score -2.149609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222249 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372875 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15602 members 
Mstep: Class 10 contains 46656 members 
Mstep: Class 11 contains 2048 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 2457 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496152.000000 Penalty: 10439.538086
Iteration 135Q: 18 clusters Score -2.149615e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222257 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372861 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15594 members 
Mstep: Class 10 contains 46654 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 2471 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496172.000000 Penalty: 10439.538086
Iteration 136Q: 18 clusters Score -2.149617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222264 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372854 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15592 members 
Mstep: Class 10 contains 46647 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 2480 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496174.000000 Penalty: 10439.538086
Iteration 137Q: 18 clusters Score -2.149617e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222277 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372840 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15591 members 
Mstep: Class 10 contains 46640 members 
Mstep: Class 11 contains 2053 members 
Mstep: Class 12 contains 2306 members 
Mstep: Class 13 contains 2488 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496166.000000 Penalty: 10439.538086
Iteration 138Q: 18 clusters Score -2.149617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222285 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372819 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15589 members 
Mstep: Class 10 contains 46639 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 2502 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26262 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496168.000000 Penalty: 10439.538086
Iteration 139Q: 18 clusters Score -2.149617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222284 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372804 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46637 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2310 members 
Mstep: Class 13 contains 2516 members 
Mstep: Class 14 contains 22559 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26264 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496172.000000 Penalty: 10439.538086
Iteration 140F: 18 clusters Score -2.149617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222287 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372783 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46634 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2314 members 
Mstep: Class 13 contains 2531 members 
Mstep: Class 14 contains 22560 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496174.000000 Penalty: 10439.538086
Iteration 141Q: 18 clusters Score -2.149617e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222287 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372769 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46631 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2316 members 
Mstep: Class 13 contains 2542 members 
Mstep: Class 14 contains 22563 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26266 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496162.000000 Penalty: 10439.538086
Iteration 142Q: 18 clusters Score -2.149616e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222286 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372757 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46626 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2317 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 22561 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26266 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496166.000000 Penalty: 10439.538086
Iteration 143Q: 18 clusters Score -2.149617e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222288 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372751 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46619 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 2570 members 
Mstep: Class 14 contains 22560 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26266 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496178.000000 Penalty: 10439.538086
Iteration 144Q: 18 clusters Score -2.149618e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222293 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372743 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46615 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 2576 members 
Mstep: Class 14 contains 22561 members 
Mstep: Class 15 contains 1778 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496158.000000 Penalty: 10439.538086
Iteration 145Q: 18 clusters Score -2.149616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222294 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372739 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1433 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46611 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2322 members 
Mstep: Class 13 contains 2581 members 
Mstep: Class 14 contains 22561 members 
Mstep: Class 15 contains 1779 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496156.000000 Penalty: 10439.538086
Iteration 146Q: 18 clusters Score -2.149616e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222294 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372743 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2320 members 
Mstep: Class 13 contains 2583 members 
Mstep: Class 14 contains 22556 members 
Mstep: Class 15 contains 1780 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496136.000000 Penalty: 10439.538086
Iteration 147Q: 18 clusters Score -2.149614e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222293 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372745 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2585 members 
Mstep: Class 14 contains 22553 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496146.000000 Penalty: 10439.538086
Iteration 148Q: 18 clusters Score -2.149615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222293 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372745 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 22550 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496154.000000 Penalty: 10439.538086
Iteration 149Q: 18 clusters Score -2.149615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222294 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372745 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496156.000000 Penalty: 10439.538086
Iteration 150Q: 18 clusters Score -2.149616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222294 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372744 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2589 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496156.000000 Penalty: 10439.538086
Iteration 151Q: 18 clusters Score -2.149616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222293 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372742 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2592 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496158.000000 Penalty: 10439.538086
Iteration 152Q: 18 clusters Score -2.149616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222291 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372742 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496164.000000 Penalty: 10439.538086
Iteration 153Q: 18 clusters Score -2.149616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222292 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372741 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496170.000000 Penalty: 10439.538086
Iteration 154Q: 18 clusters Score -2.149617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222292 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372741 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496170.000000 Penalty: 10439.538086
Iteration 155F: 18 clusters Score -2.149617e+07 nChanged 0
Entering ConstructFrom: 
Score: -21496170.000000 Penalty: 10439.538086
Entering ConstructFrom: 
Trying to split cluster 1 (2176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Entering Unmasked Estep 
Score: -70712.414062 Penalty: 349.678589
	Iteration 0F: 2 clusters Score -70712.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -69162.968750 Penalty: 699.357178
	Iteration 0F: 3 clusters Score -69162.97 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -69720.593750 Penalty: 699.357178
	Iteration 1F: 3 clusters Score -69720.59 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -69823.031250 Penalty: 699.357178
	Iteration 2F: 3 clusters Score -69823.03 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -69907.179688 Penalty: 699.357178
	Iteration 3F: 3 clusters Score -69907.18 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -70000.343750 Penalty: 699.357178
	Iteration 4F: 3 clusters Score -70000.34 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -70077.390625 Penalty: 699.357178
	Iteration 5F: 3 clusters Score -70077.39 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -70147.390625 Penalty: 699.357178
	Iteration 6Q: 3 clusters Score -70147.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -70215.015625 Penalty: 699.357178
	Iteration 7Q: 3 clusters Score -70215.02 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -70283.796875 Penalty: 699.357178
	Iteration 8Q: 3 clusters Score -70283.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -70335.695312 Penalty: 699.357178
	Iteration 9Q: 3 clusters Score -70335.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -70355.992188 Penalty: 699.357178
	Iteration 10Q: 3 clusters Score -70355.99 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -70368.031250 Penalty: 699.357178
	Iteration 11Q: 3 clusters Score -70368.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -70372.851562 Penalty: 699.357178
	Iteration 12Q: 3 clusters Score -70372.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -70376.570312 Penalty: 699.357178
	Iteration 13Q: 3 clusters Score -70376.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -70379.828125 Penalty: 699.357178
	Iteration 14Q: 3 clusters Score -70379.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -70382.601562 Penalty: 699.357178
	Iteration 15Q: 3 clusters Score -70382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -70385.343750 Penalty: 699.357178
	Iteration 16Q: 3 clusters Score -70385.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -70388.429688 Penalty: 699.357178
	Iteration 17Q: 3 clusters Score -70388.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -70389.304688 Penalty: 699.357178
	Iteration 18Q: 3 clusters Score -70389.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -70389.546875 Penalty: 699.357178
	Iteration 19Q: 3 clusters Score -70389.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -70389.531250 Penalty: 699.357178
	Iteration 20F: 3 clusters Score -70389.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -70389.664062 Penalty: 699.357178
	Iteration 21Q: 3 clusters Score -70389.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -70389.664062 Penalty: 699.357178
	Iteration 22F: 3 clusters Score -70389.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (222292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222292 members 
Entering Unmasked Estep 
Score: -6627098.000000 Penalty: 560.184509
	Iteration 0F: 2 clusters Score -6627098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110700 members 
Mstep: Class 2 contains 111592 members 
Entering Unmasked Estep 
Score: -6475696.000000 Penalty: 1120.369019
	Iteration 0F: 3 clusters Score -6475696 nChanged 109394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -6547596.000000 Penalty: 1120.369019
	Iteration 1F: 3 clusters Score -6547596 nChanged 13633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71903 members 
Mstep: Class 2 contains 150389 members 
Entering Unmasked Estep 
Score: -6555547.500000 Penalty: 1120.369019
	Iteration 2F: 3 clusters Score -6555548 nChanged 17826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -6569756.000000 Penalty: 1120.369019
	Iteration 3F: 3 clusters Score -6569756 nChanged 20739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 188850 members 
Entering Unmasked Estep 
Score: -6590344.500000 Penalty: 1120.369019
	Iteration 4F: 3 clusters Score -6590344 nChanged 18527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 207377 members 
Entering Unmasked Estep 
Score: -6610647.500000 Penalty: 1120.369019
	Iteration 5F: 3 clusters Score -6610648 nChanged 10600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 217977 members 
Entering Unmasked Estep 
Score: -6622280.000000 Penalty: 1120.369019
	Iteration 6Q: 3 clusters Score -6622280 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 221522 members 
Entering Unmasked Estep 
Score: -6625819.500000 Penalty: 1120.369019
	Iteration 7Q: 3 clusters Score -6625820 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 222183 members 
Entering Unmasked Estep 
Score: -6626478.000000 Penalty: 1120.369019
	Iteration 8Q: 3 clusters Score -6626478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28 members 
Mstep: Class 2 contains 222264 members 
Entering Unmasked Estep 
Score: -6626573.000000 Penalty: 1120.369019
	Iteration 9Q: 3 clusters Score -6626573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20 members 
Mstep: Class 2 contains 222272 members 
Entering Unmasked Estep 
Score: -6626595.500000 Penalty: 1120.369019
	Iteration 10Q: 3 clusters Score -6626596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 222273 members 
Entering Unmasked Estep 
Score: -6626598.000000 Penalty: 1120.369019
	Iteration 11Q: 3 clusters Score -6626598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19 members 
Mstep: Class 2 contains 222273 members 
Entering Unmasked Estep 
Score: -6626598.000000 Penalty: 1120.369019
	Iteration 12F: 3 clusters Score -6626598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -15768.443359 Penalty: 281.190765
	Iteration 0F: 2 clusters Score -15768.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15273.005859 Penalty: 562.381531
	Iteration 0F: 3 clusters Score -15273.01 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -15374.874023 Penalty: 562.381531
	Iteration 1F: 3 clusters Score -15374.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -15407.293945 Penalty: 562.381531
	Iteration 2F: 3 clusters Score -15407.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -15432.523438 Penalty: 562.381531
	Iteration 3F: 3 clusters Score -15432.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -15452.489258 Penalty: 562.381531
	Iteration 4F: 3 clusters Score -15452.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -15467.693359 Penalty: 562.381531
	Iteration 5Q: 3 clusters Score -15467.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -15477.089844 Penalty: 562.381531
	Iteration 6Q: 3 clusters Score -15477.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15487.026367 Penalty: 562.381531
	Iteration 7Q: 3 clusters Score -15487.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -15495.041016 Penalty: 562.381531
	Iteration 8Q: 3 clusters Score -15495.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -15496.287109 Penalty: 562.381531
	Iteration 9Q: 3 clusters Score -15496.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -15499.000000 Penalty: 562.381531
	Iteration 10Q: 3 clusters Score -15499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -15500.220703 Penalty: 562.381531
	Iteration 11Q: 3 clusters Score -15500.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -15502.463867 Penalty: 562.381531
	Iteration 12Q: 3 clusters Score -15502.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -15504.061523 Penalty: 562.381531
	Iteration 13Q: 3 clusters Score -15504.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15505.633789 Penalty: 562.381531
	Iteration 14Q: 3 clusters Score -15505.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15508.277344 Penalty: 562.381531
	Iteration 15Q: 3 clusters Score -15508.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -15510.895508 Penalty: 562.381531
	Iteration 16Q: 3 clusters Score -15510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15512.857422 Penalty: 562.381531
	Iteration 17Q: 3 clusters Score -15512.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -15512.857422 Penalty: 562.381531
	Iteration 18F: 3 clusters Score -15512.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (372741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372741 members 
Entering Unmasked Estep 
Score: -11747698.000000 Penalty: 583.703064
	Iteration 0F: 2 clusters Score -1.17477e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186180 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -11493192.000000 Penalty: 1167.406128
	Iteration 0F: 3 clusters Score -1.149319e+07 nChanged 184477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170623 members 
Mstep: Class 2 contains 202118 members 
Entering Unmasked Estep 
Score: -11608595.000000 Penalty: 1167.406128
	Iteration 1F: 3 clusters Score -1.16086e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162574 members 
Mstep: Class 2 contains 210167 members 
Entering Unmasked Estep 
Score: -11614087.000000 Penalty: 1167.406128
	Iteration 2Q: 3 clusters Score -1.161409e+07 nChanged 17209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150819 members 
Mstep: Class 2 contains 221922 members 
Entering Unmasked Estep 
Score: -11622895.000000 Penalty: 1167.406128
	Iteration 3Q: 3 clusters Score -1.16229e+07 nChanged 21014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134845 members 
Mstep: Class 2 contains 237896 members 
Entering Unmasked Estep 
Score: -11636644.000000 Penalty: 1167.406128
	Iteration 4F: 3 clusters Score -1.163664e+07 nChanged 24353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115960 members 
Mstep: Class 2 contains 256781 members 
Entering Unmasked Estep 
Score: -11656354.000000 Penalty: 1167.406128
	Iteration 5F: 3 clusters Score -1.165635e+07 nChanged 25062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96936 members 
Mstep: Class 2 contains 275805 members 
Entering Unmasked Estep 
Score: -11677694.000000 Penalty: 1167.406128
	Iteration 6F: 3 clusters Score -1.167769e+07 nChanged 21031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81697 members 
Mstep: Class 2 contains 291044 members 
Entering Unmasked Estep 
Score: -11694247.000000 Penalty: 1167.406128
	Iteration 7F: 3 clusters Score -1.169425e+07 nChanged 15852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69951 members 
Mstep: Class 2 contains 302790 members 
Entering Unmasked Estep 
Score: -11704369.000000 Penalty: 1167.406128
	Iteration 8Q: 3 clusters Score -1.170437e+07 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60277 members 
Mstep: Class 2 contains 312464 members 
Entering Unmasked Estep 
Score: -11710878.000000 Penalty: 1167.406128
	Iteration 9Q: 3 clusters Score -1.171088e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 321036 members 
Entering Unmasked Estep 
Score: -11716049.000000 Penalty: 1167.406128
	Iteration 10Q: 3 clusters Score -1.171605e+07 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 328888 members 
Entering Unmasked Estep 
Score: -11720784.000000 Penalty: 1167.406128
	Iteration 11Q: 3 clusters Score -1.172078e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36813 members 
Mstep: Class 2 contains 335928 members 
Entering Unmasked Estep 
Score: -11725010.000000 Penalty: 1167.406128
	Iteration 12Q: 3 clusters Score -1.172501e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 342266 members 
Entering Unmasked Estep 
Score: -11728797.000000 Penalty: 1167.406128
	Iteration 13Q: 3 clusters Score -1.17288e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 347851 members 
Entering Unmasked Estep 
Score: -11732165.000000 Penalty: 1167.406128
	Iteration 14Q: 3 clusters Score -1.173216e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 352848 members 
Entering Unmasked Estep 
Score: -11735395.000000 Penalty: 1167.406128
	Iteration 15Q: 3 clusters Score -1.17354e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 357074 members 
Entering Unmasked Estep 
Score: -11737976.000000 Penalty: 1167.406128
	Iteration 16Q: 3 clusters Score -1.173798e+07 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 360717 members 
Entering Unmasked Estep 
Score: -11740229.000000 Penalty: 1167.406128
	Iteration 17Q: 3 clusters Score -1.174023e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 363767 members 
Entering Unmasked Estep 
Score: -11742070.000000 Penalty: 1167.406128
	Iteration 18Q: 3 clusters Score -1.174207e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 366153 members 
Entering Unmasked Estep 
Score: -11743556.000000 Penalty: 1167.406128
	Iteration 19Q: 3 clusters Score -1.174356e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 368002 members 
Entering Unmasked Estep 
Score: -11744625.000000 Penalty: 1167.406128
	Iteration 20F: 3 clusters Score -1.174462e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 369407 members 
Entering Unmasked Estep 
Score: -11745393.000000 Penalty: 1167.406128
	Iteration 21Q: 3 clusters Score -1.174539e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 370368 members 
Entering Unmasked Estep 
Score: -11745887.000000 Penalty: 1167.406128
	Iteration 22Q: 3 clusters Score -1.174589e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 371066 members 
Entering Unmasked Estep 
Score: -11746252.000000 Penalty: 1167.406128
	Iteration 23Q: 3 clusters Score -1.174625e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 371536 members 
Entering Unmasked Estep 
Score: -11746547.000000 Penalty: 1167.406128
	Iteration 24Q: 3 clusters Score -1.174655e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 371831 members 
Entering Unmasked Estep 
Score: -11746736.000000 Penalty: 1167.406128
	Iteration 25Q: 3 clusters Score -1.174674e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 372064 members 
Entering Unmasked Estep 
Score: -11746879.000000 Penalty: 1167.406128
	Iteration 26Q: 3 clusters Score -1.174688e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 372213 members 
Entering Unmasked Estep 
Score: -11746969.000000 Penalty: 1167.406128
	Iteration 27Q: 3 clusters Score -1.174697e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 372304 members 
Entering Unmasked Estep 
Score: -11747010.000000 Penalty: 1167.406128
	Iteration 28Q: 3 clusters Score -1.174701e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 372366 members 
Entering Unmasked Estep 
Score: -11747051.000000 Penalty: 1167.406128
	Iteration 29Q: 3 clusters Score -1.174705e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 372421 members 
Entering Unmasked Estep 
Score: -11747091.000000 Penalty: 1167.406128
	Iteration 30Q: 3 clusters Score -1.174709e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 372456 members 
Entering Unmasked Estep 
Score: -11747128.000000 Penalty: 1167.406128
	Iteration 31Q: 3 clusters Score -1.174713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 372481 members 
Entering Unmasked Estep 
Score: -11747122.000000 Penalty: 1167.406128
	Iteration 32Q: 3 clusters Score -1.174712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 372494 members 
Entering Unmasked Estep 
Score: -11747138.000000 Penalty: 1167.406128
	Iteration 33Q: 3 clusters Score -1.174714e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 372506 members 
Entering Unmasked Estep 
Score: -11747135.000000 Penalty: 1167.406128
	Iteration 34Q: 3 clusters Score -1.174714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 372523 members 
Entering Unmasked Estep 
Score: -11747146.000000 Penalty: 1167.406128
	Iteration 35Q: 3 clusters Score -1.174715e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 372532 members 
Entering Unmasked Estep 
Score: -11747154.000000 Penalty: 1167.406128
	Iteration 36Q: 3 clusters Score -1.174715e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 372539 members 
Entering Unmasked Estep 
Score: -11747162.000000 Penalty: 1167.406128
	Iteration 37Q: 3 clusters Score -1.174716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 372548 members 
Entering Unmasked Estep 
Score: -11747174.000000 Penalty: 1167.406128
	Iteration 38Q: 3 clusters Score -1.174717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 372554 members 
Entering Unmasked Estep 
Score: -11747178.000000 Penalty: 1167.406128
	Iteration 39Q: 3 clusters Score -1.174718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 372559 members 
Entering Unmasked Estep 
Score: -11747170.000000 Penalty: 1167.406128
	Iteration 40F: 3 clusters Score -1.174717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 372564 members 
Entering Unmasked Estep 
Score: -11747183.000000 Penalty: 1167.406128
	Iteration 41Q: 3 clusters Score -1.174718e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 372565 members 
Entering Unmasked Estep 
Score: -11747180.000000 Penalty: 1167.406128
	Iteration 42Q: 3 clusters Score -1.174718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 372569 members 
Entering Unmasked Estep 
Score: -11747188.000000 Penalty: 1167.406128
	Iteration 43Q: 3 clusters Score -1.174719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 372569 members 
Entering Unmasked Estep 
Score: -11747192.000000 Penalty: 1167.406128
	Iteration 44Q: 3 clusters Score -1.174719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 372570 members 
Entering Unmasked Estep 
Score: -11747197.000000 Penalty: 1167.406128
	Iteration 45Q: 3 clusters Score -1.17472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 372571 members 
Entering Unmasked Estep 
Score: -11747191.000000 Penalty: 1167.406128
	Iteration 46Q: 3 clusters Score -1.174719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 372572 members 
Entering Unmasked Estep 
Score: -11747199.000000 Penalty: 1167.406128
	Iteration 47Q: 3 clusters Score -1.17472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 372575 members 
Entering Unmasked Estep 
Score: -11747194.000000 Penalty: 1167.406128
	Iteration 48Q: 3 clusters Score -1.174719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 372577 members 
Entering Unmasked Estep 
Score: -11747197.000000 Penalty: 1167.406128
	Iteration 49Q: 3 clusters Score -1.17472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 372578 members 
Entering Unmasked Estep 
Score: -11747196.000000 Penalty: 1167.406128
	Iteration 50Q: 3 clusters Score -1.17472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 372579 members 
Entering Unmasked Estep 
Score: -11747199.000000 Penalty: 1167.406128
	Iteration 51Q: 3 clusters Score -1.17472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 372580 members 
Entering Unmasked Estep 
Score: -11747197.000000 Penalty: 1167.406128
	Iteration 52Q: 3 clusters Score -1.17472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 372580 members 
Entering Unmasked Estep 
Score: -11747197.000000 Penalty: 1167.406128
	Iteration 53F: 3 clusters Score -1.17472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -44574.628906 Penalty: 329.253448
	Iteration 0F: 2 clusters Score -44574.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -43531.203125 Penalty: 658.506897
	Iteration 0F: 3 clusters Score -43531.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -43865.644531 Penalty: 658.506897
	Iteration 1F: 3 clusters Score -43865.64 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -43965.824219 Penalty: 658.506897
	Iteration 2F: 3 clusters Score -43965.82 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -44077.015625 Penalty: 658.506897
	Iteration 3F: 3 clusters Score -44077.02 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -44184.265625 Penalty: 658.506897
	Iteration 4F: 3 clusters Score -44184.27 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -44260.914062 Penalty: 658.506897
	Iteration 5F: 3 clusters Score -44260.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -44313.945312 Penalty: 658.506897
	Iteration 6Q: 3 clusters Score -44313.95 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -44370.902344 Penalty: 658.506897
	Iteration 7Q: 3 clusters Score -44370.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -44422.507812 Penalty: 658.506897
	Iteration 8Q: 3 clusters Score -44422.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -44478.371094 Penalty: 658.506897
	Iteration 9Q: 3 clusters Score -44478.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -44513.085938 Penalty: 658.506897
	Iteration 10Q: 3 clusters Score -44513.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -44532.183594 Penalty: 658.506897
	Iteration 11Q: 3 clusters Score -44532.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -44543.414062 Penalty: 658.506897
	Iteration 12Q: 3 clusters Score -44543.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -44548.695312 Penalty: 658.506897
	Iteration 13Q: 3 clusters Score -44548.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -44551.609375 Penalty: 658.506897
	Iteration 14Q: 3 clusters Score -44551.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -44554.765625 Penalty: 658.506897
	Iteration 15Q: 3 clusters Score -44554.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -44556.023438 Penalty: 658.506897
	Iteration 16Q: 3 clusters Score -44556.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -44556.347656 Penalty: 658.506897
	Iteration 17Q: 3 clusters Score -44556.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -44556.347656 Penalty: 658.506897
	Iteration 18F: 3 clusters Score -44556.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Entering Unmasked Estep 
Score: -69982.140625 Penalty: 357.339020
	Iteration 0F: 2 clusters Score -69982.14 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 1312 members 
Entering Unmasked Estep 
Score: -68207.984375 Penalty: 714.678040
	Iteration 0F: 3 clusters Score -68207.98 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -68950.695312 Penalty: 714.678040
	Iteration 1F: 3 clusters Score -68950.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -69268.218750 Penalty: 714.678040
	Iteration 2F: 3 clusters Score -69268.22 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -69607.867188 Penalty: 714.678040
	Iteration 3F: 3 clusters Score -69607.87 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -69872.242188 Penalty: 714.678040
	Iteration 4F: 3 clusters Score -69872.24 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -70018.960938 Penalty: 714.678040
	Iteration 5F: 3 clusters Score -70018.96 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -70095.445312 Penalty: 714.678040
	Iteration 6Q: 3 clusters Score -70095.45 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -70129.500000 Penalty: 714.678040
	Iteration 7Q: 3 clusters Score -70129.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -70141.367188 Penalty: 714.678040
	Iteration 8Q: 3 clusters Score -70141.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -70148.476562 Penalty: 714.678040
	Iteration 9Q: 3 clusters Score -70148.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -70151.132812 Penalty: 714.678040
	Iteration 10Q: 3 clusters Score -70151.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -70152.046875 Penalty: 714.678040
	Iteration 11Q: 3 clusters Score -70152.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -70152.726562 Penalty: 714.678040
	Iteration 12Q: 3 clusters Score -70152.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -70153.000000 Penalty: 714.678040
	Iteration 13Q: 3 clusters Score -70153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -70153.085938 Penalty: 714.678040
	Iteration 14Q: 3 clusters Score -70153.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -70153.085938 Penalty: 714.678040
	Iteration 15F: 3 clusters Score -70153.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 222292 members 
Mstep: Class 3 contains 483 members 
Mstep: Class 4 contains 372741 members 
Mstep: Class 5 contains 1389 members 
Mstep: Class 6 contains 381 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 8 contains 2123 members 
Mstep: Class 9 contains 15590 members 
Mstep: Class 10 contains 46610 members 
Mstep: Class 11 contains 2052 members 
Mstep: Class 12 contains 2319 members 
Mstep: Class 13 contains 2594 members 
Mstep: Class 14 contains 22549 members 
Mstep: Class 15 contains 1781 members 
Mstep: Class 16 contains 26265 members 
Mstep: Class 17 contains 2194 members 
Mstep: Class 18 contains 1859 members 
Entering Unmasked Estep 
Score: -21496048.000000 Penalty: 11053.628906
Splitting cluster 6 changes total score from -21496170.000000 to -21496048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -47000.230469 Penalty: 330.704132
	Iteration 0F: 2 clusters Score -47000.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -45917.359375 Penalty: 661.408264
	Iteration 0F: 3 clusters Score -45917.36 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -46243.609375 Penalty: 661.408264
	Iteration 1F: 3 clusters Score -46243.61 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -46314.285156 Penalty: 661.408264
	Iteration 2F: 3 clusters Score -46314.29 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -46368.972656 Penalty: 661.408264
	Iteration 3F: 3 clusters Score -46368.97 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46413.199219 Penalty: 661.408264
	Iteration 4Q: 3 clusters Score -46413.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -46481.890625 Penalty: 661.408264
	Iteration 5Q: 3 clusters Score -46481.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46570.117188 Penalty: 661.408264
	Iteration 6Q: 3 clusters Score -46570.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -46623.976562 Penalty: 661.408264
	Iteration 7Q: 3 clusters Score -46623.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -46650.808594 Penalty: 661.408264
	Iteration 8Q: 3 clusters Score -46650.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -46668.710938 Penalty: 661.408264
	Iteration 9Q: 3 clusters Score -46668.71 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -46685.683594 Penalty: 661.408264
	Iteration 10Q: 3 clusters Score -46685.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -46694.386719 Penalty: 661.408264
	Iteration 11Q: 3 clusters Score -46694.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -46698.914062 Penalty: 661.408264
	Iteration 12Q: 3 clusters Score -46698.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -46703.714844 Penalty: 661.408264
	Iteration 13Q: 3 clusters Score -46703.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -46707.449219 Penalty: 661.408264
	Iteration 14Q: 3 clusters Score -46707.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46710.781250 Penalty: 661.408264
	Iteration 15Q: 3 clusters Score -46710.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -46712.230469 Penalty: 661.408264
	Iteration 16Q: 3 clusters Score -46712.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46712.832031 Penalty: 661.408264
	Iteration 17Q: 3 clusters Score -46712.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -46713.230469 Penalty: 661.408264
	Iteration 18Q: 3 clusters Score -46713.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -46713.375000 Penalty: 661.408264
	Iteration 19Q: 3 clusters Score -46713.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -46713.457031 Penalty: 661.408264
	Iteration 20F: 3 clusters Score -46713.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -68978.093750 Penalty: 348.556641
	Iteration 0F: 2 clusters Score -68978.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -67472.023438 Penalty: 697.113281
	Iteration 0F: 3 clusters Score -67472.02 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -68118.671875 Penalty: 697.113281
	Iteration 1F: 3 clusters Score -68118.67 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -68242.812500 Penalty: 697.113281
	Iteration 2F: 3 clusters Score -68242.81 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -68328.335938 Penalty: 697.113281
	Iteration 3F: 3 clusters Score -68328.34 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -68413.585938 Penalty: 697.113281
	Iteration 4F: 3 clusters Score -68413.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -68513.195312 Penalty: 697.113281
	Iteration 5F: 3 clusters Score -68513.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -68610.898438 Penalty: 697.113281
	Iteration 6F: 3 clusters Score -68610.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -68667.468750 Penalty: 697.113281
	Iteration 7Q: 3 clusters Score -68667.47 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -68699.039062 Penalty: 697.113281
	Iteration 8Q: 3 clusters Score -68699.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -68720.265625 Penalty: 697.113281
	Iteration 9Q: 3 clusters Score -68720.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -68730.296875 Penalty: 697.113281
	Iteration 10Q: 3 clusters Score -68730.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -68733.750000 Penalty: 697.113281
	Iteration 11Q: 3 clusters Score -68733.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -68734.656250 Penalty: 697.113281
	Iteration 12Q: 3 clusters Score -68734.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -68735.703125 Penalty: 697.113281
	Iteration 13Q: 3 clusters Score -68735.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -68736.187500 Penalty: 697.113281
	Iteration 14Q: 3 clusters Score -68736.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -68737.187500 Penalty: 697.113281
	Iteration 15Q: 3 clusters Score -68737.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -68737.601562 Penalty: 697.113281
	Iteration 16Q: 3 clusters Score -68737.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -68737.976562 Penalty: 697.113281
	Iteration 17Q: 3 clusters Score -68737.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -68738.046875 Penalty: 697.113281
	Iteration 18Q: 3 clusters Score -68738.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -68738.179688 Penalty: 697.113281
	Iteration 19Q: 3 clusters Score -68738.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -68738.195312 Penalty: 697.113281
	Iteration 20F: 3 clusters Score -68738.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -68738.304688 Penalty: 697.113281
	Iteration 21Q: 3 clusters Score -68738.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -68738.304688 Penalty: 697.113281
	Iteration 22F: 3 clusters Score -68738.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Entering Unmasked Estep 
Score: -500720.750000 Penalty: 439.274506
	Iteration 0F: 2 clusters Score -500720.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -490391.281250 Penalty: 878.549011
	Iteration 0F: 3 clusters Score -490391.3 nChanged 7372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -494730.687500 Penalty: 878.549011
	Iteration 1F: 3 clusters Score -494730.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -495078.906250 Penalty: 878.549011
	Iteration 2F: 3 clusters Score -495078.9 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -495640.281250 Penalty: 878.549011
	Iteration 3F: 3 clusters Score -495640.3 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -496440.593750 Penalty: 878.549011
	Iteration 4F: 3 clusters Score -496440.6 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -497358.187500 Penalty: 878.549011
	Iteration 5F: 3 clusters Score -497358.2 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -498243.312500 Penalty: 878.549011
	Iteration 6F: 3 clusters Score -498243.3 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -498795.125000 Penalty: 878.549011
	Iteration 7Q: 3 clusters Score -498795.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -499089.500000 Penalty: 878.549011
	Iteration 8Q: 3 clusters Score -499089.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -499254.156250 Penalty: 878.549011
	Iteration 9Q: 3 clusters Score -499254.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -499405.125000 Penalty: 878.549011
	Iteration 10Q: 3 clusters Score -499405.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -499543.375000 Penalty: 878.549011
	Iteration 11Q: 3 clusters Score -499543.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -499658.281250 Penalty: 878.549011
	Iteration 12Q: 3 clusters Score -499658.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -499767.125000 Penalty: 878.549011
	Iteration 13Q: 3 clusters Score -499767.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -499875.031250 Penalty: 878.549011
	Iteration 14Q: 3 clusters Score -499875 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -499973.437500 Penalty: 878.549011
	Iteration 15Q: 3 clusters Score -499973.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -500066.062500 Penalty: 878.549011
	Iteration 16Q: 3 clusters Score -500066.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -500145.968750 Penalty: 878.549011
	Iteration 17Q: 3 clusters Score -500146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -500222.125000 Penalty: 878.549011
	Iteration 18Q: 3 clusters Score -500222.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -500299.343750 Penalty: 878.549011
	Iteration 19Q: 3 clusters Score -500299.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -500365.937500 Penalty: 878.549011
	Iteration 20F: 3 clusters Score -500365.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -500403.531250 Penalty: 878.549011
	Iteration 21Q: 3 clusters Score -500403.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -500418.468750 Penalty: 878.549011
	Iteration 22Q: 3 clusters Score -500418.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -500434.031250 Penalty: 878.549011
	Iteration 23Q: 3 clusters Score -500434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -500446.843750 Penalty: 878.549011
	Iteration 24Q: 3 clusters Score -500446.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -500457.062500 Penalty: 878.549011
	Iteration 25Q: 3 clusters Score -500457.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -500465.031250 Penalty: 878.549011
	Iteration 26Q: 3 clusters Score -500465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -500468.031250 Penalty: 878.549011
	Iteration 27Q: 3 clusters Score -500468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -500472.656250 Penalty: 878.549011
	Iteration 28Q: 3 clusters Score -500472.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -500481.437500 Penalty: 878.549011
	Iteration 29Q: 3 clusters Score -500481.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -500487.500000 Penalty: 878.549011
	Iteration 30Q: 3 clusters Score -500487.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -500491.312500 Penalty: 878.549011
	Iteration 31Q: 3 clusters Score -500491.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -500494.687500 Penalty: 878.549011
	Iteration 32Q: 3 clusters Score -500494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -500495.843750 Penalty: 878.549011
	Iteration 33Q: 3 clusters Score -500495.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -500497.937500 Penalty: 878.549011
	Iteration 34Q: 3 clusters Score -500497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -500500.718750 Penalty: 878.549011
	Iteration 35Q: 3 clusters Score -500500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -500502.093750 Penalty: 878.549011
	Iteration 36Q: 3 clusters Score -500502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -500502.281250 Penalty: 878.549011
	Iteration 37Q: 3 clusters Score -500502.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -500501.906250 Penalty: 878.549011
	Iteration 38Q: 3 clusters Score -500501.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -500504.000000 Penalty: 878.549011
	Iteration 39Q: 3 clusters Score -500504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -500503.812500 Penalty: 878.549011
	Iteration 40F: 3 clusters Score -500503.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (46610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Entering Unmasked Estep 
Score: -1482468.750000 Penalty: 489.105469
	Iteration 0F: 2 clusters Score -1482469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1451121.500000 Penalty: 978.210938
	Iteration 0F: 3 clusters Score -1451122 nChanged 22639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -1464225.625000 Penalty: 978.210938
	Iteration 1F: 3 clusters Score -1464226 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -1464683.000000 Penalty: 978.210938
	Iteration 2Q: 3 clusters Score -1464683 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -1465446.500000 Penalty: 978.210938
	Iteration 3Q: 3 clusters Score -1465446 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -1466820.625000 Penalty: 978.210938
	Iteration 4Q: 3 clusters Score -1466821 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -1469068.625000 Penalty: 978.210938
	Iteration 5F: 3 clusters Score -1469069 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -1472103.750000 Penalty: 978.210938
	Iteration 6F: 3 clusters Score -1472104 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -1474393.625000 Penalty: 978.210938
	Iteration 7F: 3 clusters Score -1474394 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -1475286.000000 Penalty: 978.210938
	Iteration 8Q: 3 clusters Score -1475286 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -1475629.250000 Penalty: 978.210938
	Iteration 9Q: 3 clusters Score -1475629 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 26908 members 
Entering Unmasked Estep 
Score: -1475819.500000 Penalty: 978.210938
	Iteration 10Q: 3 clusters Score -1475820 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -1475983.625000 Penalty: 978.210938
	Iteration 11Q: 3 clusters Score -1475984 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -1476101.125000 Penalty: 978.210938
	Iteration 12Q: 3 clusters Score -1476101 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -1476220.500000 Penalty: 978.210938
	Iteration 13Q: 3 clusters Score -1476220 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -1476334.000000 Penalty: 978.210938
	Iteration 14Q: 3 clusters Score -1476334 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -1476420.250000 Penalty: 978.210938
	Iteration 15Q: 3 clusters Score -1476420 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -1476509.625000 Penalty: 978.210938
	Iteration 16Q: 3 clusters Score -1476510 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -1476583.625000 Penalty: 978.210938
	Iteration 17Q: 3 clusters Score -1476584 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -1476653.250000 Penalty: 978.210938
	Iteration 18Q: 3 clusters Score -1476653 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -1476751.625000 Penalty: 978.210938
	Iteration 19Q: 3 clusters Score -1476752 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -1476816.500000 Penalty: 978.210938
	Iteration 20F: 3 clusters Score -1476816 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -1476886.375000 Penalty: 978.210938
	Iteration 21Q: 3 clusters Score -1476886 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -1476953.000000 Penalty: 978.210938
	Iteration 22Q: 3 clusters Score -1476953 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -1477047.625000 Penalty: 978.210938
	Iteration 23Q: 3 clusters Score -1477048 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -1477141.250000 Penalty: 978.210938
	Iteration 24Q: 3 clusters Score -1477141 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 31059 members 
Entering Unmasked Estep 
Score: -1477251.250000 Penalty: 978.210938
	Iteration 25Q: 3 clusters Score -1477251 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -1477349.750000 Penalty: 978.210938
	Iteration 26Q: 3 clusters Score -1477350 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -1477488.875000 Penalty: 978.210938
	Iteration 27Q: 3 clusters Score -1477489 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -1477647.250000 Penalty: 978.210938
	Iteration 28Q: 3 clusters Score -1477647 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -1477805.000000 Penalty: 978.210938
	Iteration 29Q: 3 clusters Score -1477805 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 33718 members 
Entering Unmasked Estep 
Score: -1478000.000000 Penalty: 978.210938
	Iteration 30Q: 3 clusters Score -1478000 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -1478204.500000 Penalty: 978.210938
	Iteration 31Q: 3 clusters Score -1478204 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -1478429.625000 Penalty: 978.210938
	Iteration 32Q: 3 clusters Score -1478430 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -1478684.000000 Penalty: 978.210938
	Iteration 33Q: 3 clusters Score -1478684 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -1478950.000000 Penalty: 978.210938
	Iteration 34Q: 3 clusters Score -1478950 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 37051 members 
Entering Unmasked Estep 
Score: -1479213.750000 Penalty: 978.210938
	Iteration 35Q: 3 clusters Score -1479214 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -1479469.500000 Penalty: 978.210938
	Iteration 36Q: 3 clusters Score -1479470 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -1479724.875000 Penalty: 978.210938
	Iteration 37Q: 3 clusters Score -1479725 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 39008 members 
Entering Unmasked Estep 
Score: -1479990.250000 Penalty: 978.210938
	Iteration 38Q: 3 clusters Score -1479990 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -1480211.875000 Penalty: 978.210938
	Iteration 39Q: 3 clusters Score -1480212 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -1480406.375000 Penalty: 978.210938
	Iteration 40F: 3 clusters Score -1480406 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -1480593.375000 Penalty: 978.210938
	Iteration 41Q: 3 clusters Score -1480593 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -1480776.375000 Penalty: 978.210938
	Iteration 42Q: 3 clusters Score -1480776 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -1480920.875000 Penalty: 978.210938
	Iteration 43Q: 3 clusters Score -1480921 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -1481056.375000 Penalty: 978.210938
	Iteration 44Q: 3 clusters Score -1481056 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -1481185.500000 Penalty: 978.210938
	Iteration 45Q: 3 clusters Score -1481186 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 42714 members 
Entering Unmasked Estep 
Score: -1481327.875000 Penalty: 978.210938
	Iteration 46Q: 3 clusters Score -1481328 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -1481445.625000 Penalty: 978.210938
	Iteration 47Q: 3 clusters Score -1481446 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -1481548.750000 Penalty: 978.210938
	Iteration 48Q: 3 clusters Score -1481549 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -1481626.625000 Penalty: 978.210938
	Iteration 49Q: 3 clusters Score -1481627 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -1481697.375000 Penalty: 978.210938
	Iteration 50Q: 3 clusters Score -1481697 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -1481748.875000 Penalty: 978.210938
	Iteration 51Q: 3 clusters Score -1481749 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44180 members 
Entering Unmasked Estep 
Score: -1481802.750000 Penalty: 978.210938
	Iteration 52Q: 3 clusters Score -1481803 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -1481866.250000 Penalty: 978.210938
	Iteration 53Q: 3 clusters Score -1481866 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -1481922.875000 Penalty: 978.210938
	Iteration 54Q: 3 clusters Score -1481923 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -1481971.500000 Penalty: 978.210938
	Iteration 55Q: 3 clusters Score -1481972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -1482002.750000 Penalty: 978.210938
	Iteration 56Q: 3 clusters Score -1482003 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -1482036.750000 Penalty: 978.210938
	Iteration 57Q: 3 clusters Score -1482037 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -1482060.125000 Penalty: 978.210938
	Iteration 58Q: 3 clusters Score -1482060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -1482071.000000 Penalty: 978.210938
	Iteration 59Q: 3 clusters Score -1482071 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -1482085.625000 Penalty: 978.210938
	Iteration 60F: 3 clusters Score -1482086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -1482096.750000 Penalty: 978.210938
	Iteration 61Q: 3 clusters Score -1482097 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -1482108.625000 Penalty: 978.210938
	Iteration 62Q: 3 clusters Score -1482109 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -1482123.250000 Penalty: 978.210938
	Iteration 63Q: 3 clusters Score -1482123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -1482133.375000 Penalty: 978.210938
	Iteration 64Q: 3 clusters Score -1482133 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -1482144.125000 Penalty: 978.210938
	Iteration 65Q: 3 clusters Score -1482144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -1482158.125000 Penalty: 978.210938
	Iteration 66Q: 3 clusters Score -1482158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -1482167.875000 Penalty: 978.210938
	Iteration 67Q: 3 clusters Score -1482168 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -1482190.625000 Penalty: 978.210938
	Iteration 68Q: 3 clusters Score -1482191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -1482200.000000 Penalty: 978.210938
	Iteration 69Q: 3 clusters Score -1482200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -1482213.875000 Penalty: 978.210938
	Iteration 70Q: 3 clusters Score -1482214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -1482217.125000 Penalty: 978.210938
	Iteration 71Q: 3 clusters Score -1482217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -1482218.250000 Penalty: 978.210938
	Iteration 72Q: 3 clusters Score -1482218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -1482222.125000 Penalty: 978.210938
	Iteration 73Q: 3 clusters Score -1482222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -1482223.250000 Penalty: 978.210938
	Iteration 74Q: 3 clusters Score -1482223 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -1482227.375000 Penalty: 978.210938
	Iteration 75Q: 3 clusters Score -1482227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -1482232.625000 Penalty: 978.210938
	Iteration 76Q: 3 clusters Score -1482233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -1482236.250000 Penalty: 978.210938
	Iteration 77Q: 3 clusters Score -1482236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -1482236.250000 Penalty: 978.210938
	Iteration 78Q: 3 clusters Score -1482236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -1482235.750000 Penalty: 978.210938
	Iteration 79Q: 3 clusters Score -1482236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45792 members 
Entering Unmasked Estep 
Score: -1482235.750000 Penalty: 978.210938
	Iteration 80F: 3 clusters Score -1482236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -1482235.500000 Penalty: 978.210938
	Iteration 81Q: 3 clusters Score -1482236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -1482237.500000 Penalty: 978.210938
	Iteration 82Q: 3 clusters Score -1482238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -1482239.750000 Penalty: 978.210938
	Iteration 83Q: 3 clusters Score -1482240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -1482240.500000 Penalty: 978.210938
	Iteration 84Q: 3 clusters Score -1482240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -1482240.625000 Penalty: 978.210938
	Iteration 85Q: 3 clusters Score -1482241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -1482243.625000 Penalty: 978.210938
	Iteration 86Q: 3 clusters Score -1482244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -1482243.875000 Penalty: 978.210938
	Iteration 87Q: 3 clusters Score -1482244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -1482245.500000 Penalty: 978.210938
	Iteration 88Q: 3 clusters Score -1482246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -1482245.875000 Penalty: 978.210938
	Iteration 89Q: 3 clusters Score -1482246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -1482246.875000 Penalty: 978.210938
	Iteration 90Q: 3 clusters Score -1482247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -1482249.000000 Penalty: 978.210938
	Iteration 91Q: 3 clusters Score -1482249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -1482251.875000 Penalty: 978.210938
	Iteration 92Q: 3 clusters Score -1482252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -1482256.250000 Penalty: 978.210938
	Iteration 93Q: 3 clusters Score -1482256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -1482253.625000 Penalty: 978.210938
	Iteration 94Q: 3 clusters Score -1482254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -1482252.375000 Penalty: 978.210938
	Iteration 95Q: 3 clusters Score -1482252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -1482254.000000 Penalty: 978.210938
	Iteration 96Q: 3 clusters Score -1482254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -1482255.000000 Penalty: 978.210938
	Iteration 97Q: 3 clusters Score -1482255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -1482255.000000 Penalty: 978.210938
	Iteration 98F: 3 clusters Score -1482255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -65066.484375 Penalty: 347.008942
	Iteration 0F: 2 clusters Score -65066.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -63618.023438 Penalty: 694.017883
	Iteration 0F: 3 clusters Score -63618.02 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -64100.898438 Penalty: 694.017883
	Iteration 1F: 3 clusters Score -64100.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -64219.562500 Penalty: 694.017883
	Iteration 2F: 3 clusters Score -64219.56 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -64319.738281 Penalty: 694.017883
	Iteration 3F: 3 clusters Score -64319.74 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -64425.359375 Penalty: 694.017883
	Iteration 4F: 3 clusters Score -64425.36 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -64534.621094 Penalty: 694.017883
	Iteration 5F: 3 clusters Score -64534.62 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -64618.527344 Penalty: 694.017883
	Iteration 6Q: 3 clusters Score -64618.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -64682.632812 Penalty: 694.017883
	Iteration 7Q: 3 clusters Score -64682.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -64724.859375 Penalty: 694.017883
	Iteration 8Q: 3 clusters Score -64724.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -64746.667969 Penalty: 694.017883
	Iteration 9Q: 3 clusters Score -64746.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -64763.390625 Penalty: 694.017883
	Iteration 10Q: 3 clusters Score -64763.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -64771.929688 Penalty: 694.017883
	Iteration 11Q: 3 clusters Score -64771.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -64780.828125 Penalty: 694.017883
	Iteration 12Q: 3 clusters Score -64780.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -64783.839844 Penalty: 694.017883
	Iteration 13Q: 3 clusters Score -64783.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -64784.894531 Penalty: 694.017883
	Iteration 14Q: 3 clusters Score -64784.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -64785.824219 Penalty: 694.017883
	Iteration 15Q: 3 clusters Score -64785.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -64785.824219 Penalty: 694.017883
	Iteration 16F: 3 clusters Score -64785.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Entering Unmasked Estep 
Score: -74023.250000 Penalty: 352.574554
	Iteration 0F: 2 clusters Score -74023.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -72378.296875 Penalty: 705.149109
	Iteration 0F: 3 clusters Score -72378.3 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -72985.234375 Penalty: 705.149109
	Iteration 1F: 3 clusters Score -72985.23 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -73102.812500 Penalty: 705.149109
	Iteration 2F: 3 clusters Score -73102.81 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -73210.921875 Penalty: 705.149109
	Iteration 3F: 3 clusters Score -73210.92 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -73311.656250 Penalty: 705.149109
	Iteration 4F: 3 clusters Score -73311.66 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -73399.078125 Penalty: 705.149109
	Iteration 5F: 3 clusters Score -73399.08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -73477.218750 Penalty: 705.149109
	Iteration 6Q: 3 clusters Score -73477.22 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -73536.429688 Penalty: 705.149109
	Iteration 7Q: 3 clusters Score -73536.43 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73580.757812 Penalty: 705.149109
	Iteration 8Q: 3 clusters Score -73580.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -73613.046875 Penalty: 705.149109
	Iteration 9Q: 3 clusters Score -73613.05 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -73637.187500 Penalty: 705.149109
	Iteration 10Q: 3 clusters Score -73637.19 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -73659.210938 Penalty: 705.149109
	Iteration 11Q: 3 clusters Score -73659.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -73675.195312 Penalty: 705.149109
	Iteration 12Q: 3 clusters Score -73675.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -73689.406250 Penalty: 705.149109
	Iteration 13Q: 3 clusters Score -73689.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -73708.140625 Penalty: 705.149109
	Iteration 14Q: 3 clusters Score -73708.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -73718.156250 Penalty: 705.149109
	Iteration 15Q: 3 clusters Score -73718.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -73729.195312 Penalty: 705.149109
	Iteration 16Q: 3 clusters Score -73729.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -73739.757812 Penalty: 705.149109
	Iteration 17Q: 3 clusters Score -73739.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -73753.812500 Penalty: 705.149109
	Iteration 18Q: 3 clusters Score -73753.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -73768.531250 Penalty: 705.149109
	Iteration 19Q: 3 clusters Score -73768.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -73778.796875 Penalty: 705.149109
	Iteration 20F: 3 clusters Score -73778.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -73787.187500 Penalty: 705.149109
	Iteration 21Q: 3 clusters Score -73787.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -73794.664062 Penalty: 705.149109
	Iteration 22Q: 3 clusters Score -73794.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -73800.625000 Penalty: 705.149109
	Iteration 23Q: 3 clusters Score -73800.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73805.132812 Penalty: 705.149109
	Iteration 24Q: 3 clusters Score -73805.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -73810.023438 Penalty: 705.149109
	Iteration 25Q: 3 clusters Score -73810.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -73812.625000 Penalty: 705.149109
	Iteration 26Q: 3 clusters Score -73812.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -73815.914062 Penalty: 705.149109
	Iteration 27Q: 3 clusters Score -73815.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -73818.679688 Penalty: 705.149109
	Iteration 28Q: 3 clusters Score -73818.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -73820.125000 Penalty: 705.149109
	Iteration 29Q: 3 clusters Score -73820.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -73822.703125 Penalty: 705.149109
	Iteration 30Q: 3 clusters Score -73822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -73824.109375 Penalty: 705.149109
	Iteration 31Q: 3 clusters Score -73824.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -73824.421875 Penalty: 705.149109
	Iteration 32Q: 3 clusters Score -73824.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -73824.992188 Penalty: 705.149109
	Iteration 33Q: 3 clusters Score -73824.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -73825.773438 Penalty: 705.149109
	Iteration 34Q: 3 clusters Score -73825.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -73826.320312 Penalty: 705.149109
	Iteration 35Q: 3 clusters Score -73826.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -73826.476562 Penalty: 705.149109
	Iteration 36Q: 3 clusters Score -73826.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -73826.843750 Penalty: 705.149109
	Iteration 37Q: 3 clusters Score -73826.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -73827.632812 Penalty: 705.149109
	Iteration 38Q: 3 clusters Score -73827.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -73827.812500 Penalty: 705.149109
	Iteration 39Q: 3 clusters Score -73827.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -73828.000000 Penalty: 705.149109
	Iteration 40F: 3 clusters Score -73828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -88472.937500 Penalty: 357.673492
	Iteration 0F: 2 clusters Score -88472.94 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 1247 members 
Entering Unmasked Estep 
Score: -86668.070312 Penalty: 715.346985
	Iteration 0F: 3 clusters Score -86668.07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -87283.820312 Penalty: 715.346985
	Iteration 1F: 3 clusters Score -87283.82 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -87395.476562 Penalty: 715.346985
	Iteration 2F: 3 clusters Score -87395.48 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -87494.750000 Penalty: 715.346985
	Iteration 3F: 3 clusters Score -87494.75 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -87587.445312 Penalty: 715.346985
	Iteration 4Q: 3 clusters Score -87587.45 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -87696.265625 Penalty: 715.346985
	Iteration 5Q: 3 clusters Score -87696.27 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -87795.109375 Penalty: 715.346985
	Iteration 6Q: 3 clusters Score -87795.11 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87878.460938 Penalty: 715.346985
	Iteration 7Q: 3 clusters Score -87878.46 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -87945.070312 Penalty: 715.346985
	Iteration 8Q: 3 clusters Score -87945.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87991.351562 Penalty: 715.346985
	Iteration 9Q: 3 clusters Score -87991.35 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -88025.312500 Penalty: 715.346985
	Iteration 10Q: 3 clusters Score -88025.31 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -88045.539062 Penalty: 715.346985
	Iteration 11Q: 3 clusters Score -88045.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -88058.070312 Penalty: 715.346985
	Iteration 12Q: 3 clusters Score -88058.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -88076.007812 Penalty: 715.346985
	Iteration 13Q: 3 clusters Score -88076.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -88089.953125 Penalty: 715.346985
	Iteration 14Q: 3 clusters Score -88089.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -88103.734375 Penalty: 715.346985
	Iteration 15Q: 3 clusters Score -88103.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -88114.085938 Penalty: 715.346985
	Iteration 16Q: 3 clusters Score -88114.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -88121.195312 Penalty: 715.346985
	Iteration 17Q: 3 clusters Score -88121.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -88126.968750 Penalty: 715.346985
	Iteration 18Q: 3 clusters Score -88126.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -88132.179688 Penalty: 715.346985
	Iteration 19Q: 3 clusters Score -88132.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -88136.468750 Penalty: 715.346985
	Iteration 20F: 3 clusters Score -88136.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -88138.445312 Penalty: 715.346985
	Iteration 21Q: 3 clusters Score -88138.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -88143.664062 Penalty: 715.346985
	Iteration 22Q: 3 clusters Score -88143.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -88149.781250 Penalty: 715.346985
	Iteration 23Q: 3 clusters Score -88149.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -88155.539062 Penalty: 715.346985
	Iteration 24Q: 3 clusters Score -88155.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -88158.007812 Penalty: 715.346985
	Iteration 25Q: 3 clusters Score -88158.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -88158.562500 Penalty: 715.346985
	Iteration 26Q: 3 clusters Score -88158.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -88158.992188 Penalty: 715.346985
	Iteration 27Q: 3 clusters Score -88158.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -88159.554688 Penalty: 715.346985
	Iteration 28Q: 3 clusters Score -88159.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -88159.757812 Penalty: 715.346985
	Iteration 29Q: 3 clusters Score -88159.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -88159.757812 Penalty: 715.346985
	Iteration 30F: 3 clusters Score -88159.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Entering Unmasked Estep 
Score: -722263.250000 Penalty: 456.066803
	Iteration 0F: 2 clusters Score -722263.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -707187.625000 Penalty: 912.133606
	Iteration 0F: 3 clusters Score -707187.6 nChanged 10767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -713611.750000 Penalty: 912.133606
	Iteration 1F: 3 clusters Score -713611.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -713991.187500 Penalty: 912.133606
	Iteration 2Q: 3 clusters Score -713991.2 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -714540.062500 Penalty: 912.133606
	Iteration 3Q: 3 clusters Score -714540.1 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -715469.000000 Penalty: 912.133606
	Iteration 4F: 3 clusters Score -715469 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -716859.500000 Penalty: 912.133606
	Iteration 5F: 3 clusters Score -716859.5 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -718416.187500 Penalty: 912.133606
	Iteration 6F: 3 clusters Score -718416.2 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -719441.187500 Penalty: 912.133606
	Iteration 7F: 3 clusters Score -719441.2 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -719913.062500 Penalty: 912.133606
	Iteration 8Q: 3 clusters Score -719913.1 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -720174.687500 Penalty: 912.133606
	Iteration 9Q: 3 clusters Score -720174.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -720404.000000 Penalty: 912.133606
	Iteration 10Q: 3 clusters Score -720404 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -720657.250000 Penalty: 912.133606
	Iteration 11Q: 3 clusters Score -720657.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -720909.000000 Penalty: 912.133606
	Iteration 12Q: 3 clusters Score -720909 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -721108.937500 Penalty: 912.133606
	Iteration 13Q: 3 clusters Score -721108.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -721236.250000 Penalty: 912.133606
	Iteration 14Q: 3 clusters Score -721236.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -721314.875000 Penalty: 912.133606
	Iteration 15Q: 3 clusters Score -721314.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -721385.125000 Penalty: 912.133606
	Iteration 16Q: 3 clusters Score -721385.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -721439.125000 Penalty: 912.133606
	Iteration 17Q: 3 clusters Score -721439.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -721484.500000 Penalty: 912.133606
	Iteration 18Q: 3 clusters Score -721484.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -721520.625000 Penalty: 912.133606
	Iteration 19Q: 3 clusters Score -721520.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -721556.750000 Penalty: 912.133606
	Iteration 20F: 3 clusters Score -721556.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -721586.562500 Penalty: 912.133606
	Iteration 21Q: 3 clusters Score -721586.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -721615.937500 Penalty: 912.133606
	Iteration 22Q: 3 clusters Score -721615.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -721653.562500 Penalty: 912.133606
	Iteration 23Q: 3 clusters Score -721653.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -721691.250000 Penalty: 912.133606
	Iteration 24Q: 3 clusters Score -721691.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -721729.062500 Penalty: 912.133606
	Iteration 25Q: 3 clusters Score -721729.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -721763.437500 Penalty: 912.133606
	Iteration 26Q: 3 clusters Score -721763.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -721791.375000 Penalty: 912.133606
	Iteration 27Q: 3 clusters Score -721791.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -721822.187500 Penalty: 912.133606
	Iteration 28Q: 3 clusters Score -721822.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -721850.812500 Penalty: 912.133606
	Iteration 29Q: 3 clusters Score -721850.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -721877.750000 Penalty: 912.133606
	Iteration 30Q: 3 clusters Score -721877.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -721903.187500 Penalty: 912.133606
	Iteration 31Q: 3 clusters Score -721903.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -721922.875000 Penalty: 912.133606
	Iteration 32Q: 3 clusters Score -721922.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -721933.500000 Penalty: 912.133606
	Iteration 33Q: 3 clusters Score -721933.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -721943.562500 Penalty: 912.133606
	Iteration 34Q: 3 clusters Score -721943.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -721954.437500 Penalty: 912.133606
	Iteration 35Q: 3 clusters Score -721954.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -721966.437500 Penalty: 912.133606
	Iteration 36Q: 3 clusters Score -721966.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -721975.937500 Penalty: 912.133606
	Iteration 37Q: 3 clusters Score -721975.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -721990.625000 Penalty: 912.133606
	Iteration 38Q: 3 clusters Score -721990.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -722008.500000 Penalty: 912.133606
	Iteration 39Q: 3 clusters Score -722008.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -722021.250000 Penalty: 912.133606
	Iteration 40F: 3 clusters Score -722021.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -722034.750000 Penalty: 912.133606
	Iteration 41Q: 3 clusters Score -722034.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -722044.812500 Penalty: 912.133606
	Iteration 42Q: 3 clusters Score -722044.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -722054.250000 Penalty: 912.133606
	Iteration 43Q: 3 clusters Score -722054.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -722060.625000 Penalty: 912.133606
	Iteration 44Q: 3 clusters Score -722060.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -722068.187500 Penalty: 912.133606
	Iteration 45Q: 3 clusters Score -722068.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -722071.562500 Penalty: 912.133606
	Iteration 46Q: 3 clusters Score -722071.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -722075.187500 Penalty: 912.133606
	Iteration 47Q: 3 clusters Score -722075.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -722078.250000 Penalty: 912.133606
	Iteration 48Q: 3 clusters Score -722078.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -722083.000000 Penalty: 912.133606
	Iteration 49Q: 3 clusters Score -722083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -722087.000000 Penalty: 912.133606
	Iteration 50Q: 3 clusters Score -722087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -722086.562500 Penalty: 912.133606
	Iteration 51Q: 3 clusters Score -722086.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -722090.750000 Penalty: 912.133606
	Iteration 52Q: 3 clusters Score -722090.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -722093.312500 Penalty: 912.133606
	Iteration 53Q: 3 clusters Score -722093.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -722093.250000 Penalty: 912.133606
	Iteration 54Q: 3 clusters Score -722093.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -722095.000000 Penalty: 912.133606
	Iteration 55Q: 3 clusters Score -722095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -722097.187500 Penalty: 912.133606
	Iteration 56Q: 3 clusters Score -722097.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -722099.437500 Penalty: 912.133606
	Iteration 57Q: 3 clusters Score -722099.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -722103.000000 Penalty: 912.133606
	Iteration 58Q: 3 clusters Score -722103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -722102.437500 Penalty: 912.133606
	Iteration 59Q: 3 clusters Score -722102.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -722105.500000 Penalty: 912.133606
	Iteration 60F: 3 clusters Score -722105.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -722105.312500 Penalty: 912.133606
	Iteration 61Q: 3 clusters Score -722105.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -722105.875000 Penalty: 912.133606
	Iteration 62Q: 3 clusters Score -722105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -722106.937500 Penalty: 912.133606
	Iteration 63Q: 3 clusters Score -722106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -722107.000000 Penalty: 912.133606
	Iteration 64Q: 3 clusters Score -722107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -722109.000000 Penalty: 912.133606
	Iteration 65Q: 3 clusters Score -722109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -722108.562500 Penalty: 912.133606
	Iteration 66Q: 3 clusters Score -722108.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -722109.750000 Penalty: 912.133606
	Iteration 67Q: 3 clusters Score -722109.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -722109.937500 Penalty: 912.133606
	Iteration 68Q: 3 clusters Score -722109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -722109.625000 Penalty: 912.133606
	Iteration 69Q: 3 clusters Score -722109.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -722111.312500 Penalty: 912.133606
	Iteration 70Q: 3 clusters Score -722111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -722111.437500 Penalty: 912.133606
	Iteration 71Q: 3 clusters Score -722111.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -722112.250000 Penalty: 912.133606
	Iteration 72Q: 3 clusters Score -722112.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -722112.937500 Penalty: 912.133606
	Iteration 73Q: 3 clusters Score -722112.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -722112.875000 Penalty: 912.133606
	Iteration 74Q: 3 clusters Score -722112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -722112.187500 Penalty: 912.133606
	Iteration 75Q: 3 clusters Score -722112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -722112.187500 Penalty: 912.133606
	Iteration 76Q: 3 clusters Score -722112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -722112.750000 Penalty: 912.133606
	Iteration 77Q: 3 clusters Score -722112.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -722112.750000 Penalty: 912.133606
	Iteration 78F: 3 clusters Score -722112.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -47371.769531 Penalty: 340.564331
	Iteration 0F: 2 clusters Score -47371.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -46111.503906 Penalty: 681.128662
	Iteration 0F: 3 clusters Score -46111.5 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -46525.085938 Penalty: 681.128662
	Iteration 1F: 3 clusters Score -46525.09 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -46611.378906 Penalty: 681.128662
	Iteration 2F: 3 clusters Score -46611.38 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -46697.132812 Penalty: 681.128662
	Iteration 3F: 3 clusters Score -46697.13 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -46766.117188 Penalty: 681.128662
	Iteration 4F: 3 clusters Score -46766.12 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -46826.167969 Penalty: 681.128662
	Iteration 5Q: 3 clusters Score -46826.17 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -46890.308594 Penalty: 681.128662
	Iteration 6Q: 3 clusters Score -46890.31 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -46931.367188 Penalty: 681.128662
	Iteration 7Q: 3 clusters Score -46931.37 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46961.246094 Penalty: 681.128662
	Iteration 8Q: 3 clusters Score -46961.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -46987.851562 Penalty: 681.128662
	Iteration 9Q: 3 clusters Score -46987.85 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -47005.957031 Penalty: 681.128662
	Iteration 10Q: 3 clusters Score -47005.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -47032.742188 Penalty: 681.128662
	Iteration 11Q: 3 clusters Score -47032.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -47051.992188 Penalty: 681.128662
	Iteration 12Q: 3 clusters Score -47051.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -47062.664062 Penalty: 681.128662
	Iteration 13Q: 3 clusters Score -47062.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -47066.867188 Penalty: 681.128662
	Iteration 14Q: 3 clusters Score -47066.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -47072.070312 Penalty: 681.128662
	Iteration 15Q: 3 clusters Score -47072.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -47074.605469 Penalty: 681.128662
	Iteration 16Q: 3 clusters Score -47074.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -47077.046875 Penalty: 681.128662
	Iteration 17Q: 3 clusters Score -47077.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -47078.761719 Penalty: 681.128662
	Iteration 18Q: 3 clusters Score -47078.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47081.675781 Penalty: 681.128662
	Iteration 19Q: 3 clusters Score -47081.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47086.632812 Penalty: 681.128662
	Iteration 20F: 3 clusters Score -47086.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -47092.406250 Penalty: 681.128662
	Iteration 21Q: 3 clusters Score -47092.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -47099.191406 Penalty: 681.128662
	Iteration 22Q: 3 clusters Score -47099.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -47103.445312 Penalty: 681.128662
	Iteration 23Q: 3 clusters Score -47103.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -47106.328125 Penalty: 681.128662
	Iteration 24Q: 3 clusters Score -47106.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -47107.339844 Penalty: 681.128662
	Iteration 25Q: 3 clusters Score -47107.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47108.230469 Penalty: 681.128662
	Iteration 26Q: 3 clusters Score -47108.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -47108.230469 Penalty: 681.128662
	Iteration 27F: 3 clusters Score -47108.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Entering Unmasked Estep 
Score: -754755.500000 Penalty: 463.007690
	Iteration 0F: 2 clusters Score -754755.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -737120.750000 Penalty: 926.015381
	Iteration 0F: 3 clusters Score -737120.8 nChanged 12551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -744475.625000 Penalty: 926.015381
	Iteration 1F: 3 clusters Score -744475.6 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -744887.187500 Penalty: 926.015381
	Iteration 2Q: 3 clusters Score -744887.2 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -745547.375000 Penalty: 926.015381
	Iteration 3F: 3 clusters Score -745547.4 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -746638.437500 Penalty: 926.015381
	Iteration 4F: 3 clusters Score -746638.4 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -748378.437500 Penalty: 926.015381
	Iteration 5F: 3 clusters Score -748378.4 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -750412.375000 Penalty: 926.015381
	Iteration 6F: 3 clusters Score -750412.4 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -752001.937500 Penalty: 926.015381
	Iteration 7F: 3 clusters Score -752001.9 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -752858.000000 Penalty: 926.015381
	Iteration 8Q: 3 clusters Score -752858 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -753323.375000 Penalty: 926.015381
	Iteration 9Q: 3 clusters Score -753323.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -753582.937500 Penalty: 926.015381
	Iteration 10Q: 3 clusters Score -753582.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -753780.875000 Penalty: 926.015381
	Iteration 11Q: 3 clusters Score -753780.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -753947.687500 Penalty: 926.015381
	Iteration 12Q: 3 clusters Score -753947.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -754063.187500 Penalty: 926.015381
	Iteration 13Q: 3 clusters Score -754063.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -754152.562500 Penalty: 926.015381
	Iteration 14Q: 3 clusters Score -754152.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -754216.000000 Penalty: 926.015381
	Iteration 15Q: 3 clusters Score -754216 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 25910 members 
Entering Unmasked Estep 
Score: -754271.125000 Penalty: 926.015381
	Iteration 16Q: 3 clusters Score -754271.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -754304.375000 Penalty: 926.015381
	Iteration 17Q: 3 clusters Score -754304.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -754317.812500 Penalty: 926.015381
	Iteration 18Q: 3 clusters Score -754317.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -754329.437500 Penalty: 926.015381
	Iteration 19Q: 3 clusters Score -754329.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -754336.875000 Penalty: 926.015381
	Iteration 20F: 3 clusters Score -754336.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -754349.375000 Penalty: 926.015381
	Iteration 21Q: 3 clusters Score -754349.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -754357.875000 Penalty: 926.015381
	Iteration 22Q: 3 clusters Score -754357.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -754367.437500 Penalty: 926.015381
	Iteration 23Q: 3 clusters Score -754367.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -754374.312500 Penalty: 926.015381
	Iteration 24Q: 3 clusters Score -754374.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -754378.187500 Penalty: 926.015381
	Iteration 25Q: 3 clusters Score -754378.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -754378.062500 Penalty: 926.015381
	Iteration 26Q: 3 clusters Score -754378.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -754379.375000 Penalty: 926.015381
	Iteration 27Q: 3 clusters Score -754379.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -754379.687500 Penalty: 926.015381
	Iteration 28Q: 3 clusters Score -754379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -754380.562500 Penalty: 926.015381
	Iteration 29Q: 3 clusters Score -754380.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -754380.562500 Penalty: 926.015381
	Iteration 30F: 3 clusters Score -754380.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Entering Unmasked Estep 
Score: -61668.855469 Penalty: 342.514618
	Iteration 0F: 2 clusters Score -61668.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -60291.328125 Penalty: 685.029236
	Iteration 0F: 3 clusters Score -60291.33 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -60753.191406 Penalty: 685.029236
	Iteration 1F: 3 clusters Score -60753.19 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -60841.726562 Penalty: 685.029236
	Iteration 2F: 3 clusters Score -60841.73 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -60934.515625 Penalty: 685.029236
	Iteration 3F: 3 clusters Score -60934.52 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -61033.355469 Penalty: 685.029236
	Iteration 4F: 3 clusters Score -61033.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -61105.382812 Penalty: 685.029236
	Iteration 5F: 3 clusters Score -61105.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -61159.218750 Penalty: 685.029236
	Iteration 6Q: 3 clusters Score -61159.22 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -61198.703125 Penalty: 685.029236
	Iteration 7Q: 3 clusters Score -61198.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -61220.898438 Penalty: 685.029236
	Iteration 8Q: 3 clusters Score -61220.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -61240.898438 Penalty: 685.029236
	Iteration 9Q: 3 clusters Score -61240.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -61254.175781 Penalty: 685.029236
	Iteration 10Q: 3 clusters Score -61254.18 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -61271.691406 Penalty: 685.029236
	Iteration 11Q: 3 clusters Score -61271.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -61288.382812 Penalty: 685.029236
	Iteration 12Q: 3 clusters Score -61288.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61303.414062 Penalty: 685.029236
	Iteration 13Q: 3 clusters Score -61303.41 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -61321.386719 Penalty: 685.029236
	Iteration 14Q: 3 clusters Score -61321.39 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -61341.808594 Penalty: 685.029236
	Iteration 15Q: 3 clusters Score -61341.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -61352.093750 Penalty: 685.029236
	Iteration 16Q: 3 clusters Score -61352.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -61357.242188 Penalty: 685.029236
	Iteration 17Q: 3 clusters Score -61357.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61359.351562 Penalty: 685.029236
	Iteration 18Q: 3 clusters Score -61359.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -61360.097656 Penalty: 685.029236
	Iteration 19Q: 3 clusters Score -61360.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -61362.406250 Penalty: 685.029236
	Iteration 20F: 3 clusters Score -61362.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -61367.128906 Penalty: 685.029236
	Iteration 21Q: 3 clusters Score -61367.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -61370.265625 Penalty: 685.029236
	Iteration 22Q: 3 clusters Score -61370.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -61371.585938 Penalty: 685.029236
	Iteration 23Q: 3 clusters Score -61371.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61372.726562 Penalty: 685.029236
	Iteration 24Q: 3 clusters Score -61372.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61373.621094 Penalty: 685.029236
	Iteration 25Q: 3 clusters Score -61373.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -61373.945312 Penalty: 685.029236
	Iteration 26Q: 3 clusters Score -61373.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61374.128906 Penalty: 685.029236
	Iteration 27Q: 3 clusters Score -61374.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -61374.128906 Penalty: 685.029236
	Iteration 28F: 3 clusters Score -61374.13 nChanged 0
22->18 Clusters: Score -21496170.000000, best is -21497426.000000

Starting from 23 clusters...
--- Clustering full data set of 726864 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 32850 members 
Mstep: Class 3 contains 33173 members 
Mstep: Class 4 contains 33191 members 
Mstep: Class 5 contains 33024 members 
Mstep: Class 6 contains 33168 members 
Mstep: Class 7 contains 32882 members 
Mstep: Class 8 contains 33142 members 
Mstep: Class 9 contains 32985 members 
Mstep: Class 10 contains 33029 members 
Mstep: Class 11 contains 32923 members 
Mstep: Class 12 contains 32712 members 
Mstep: Class 13 contains 33167 members 
Mstep: Class 14 contains 33287 members 
Mstep: Class 15 contains 32960 members 
Mstep: Class 16 contains 32858 members 
Mstep: Class 17 contains 33325 members 
Mstep: Class 18 contains 33130 members 
Mstep: Class 19 contains 32953 members 
Mstep: Class 20 contains 33140 members 
Mstep: Class 21 contains 32921 members 
Mstep: Class 22 contains 32841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 196.121719 but Gain 614.090820
Score: -18818700.000000 Penalty: 12895.900391
Iteration 0F: 22 clusters Score -1.88187e+07 nChanged 691532
Entering Unmasked Mstep 
Mstep: Class 0 contains 485 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 22025 members 
Mstep: Class 3 contains 44067 members 
Mstep: Class 4 contains 17035 members 
Mstep: Class 5 contains 49972 members 
Mstep: Class 6 contains 37176 members 
Mstep: Class 8 contains 20309 members 
Mstep: Class 9 contains 30758 members 
Mstep: Class 10 contains 32088 members 
Mstep: Class 11 contains 26090 members 
Mstep: Class 12 contains 12168 members 
Mstep: Class 13 contains 26249 members 
Mstep: Class 14 contains 23009 members 
Mstep: Class 15 contains 14129 members 
Mstep: Class 16 contains 28564 members 
Mstep: Class 17 contains 77652 members 
Mstep: Class 18 contains 80366 members 
Mstep: Class 19 contains 46500 members 
Mstep: Class 20 contains 31413 members 
Mstep: Class 21 contains 74611 members 
Mstep: Class 22 contains 14646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20524918.000000 Penalty: 12895.900391
Iteration 1F: 22 clusters Score -2.052492e+07 nChanged 232121
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 19721 members 
Mstep: Class 3 contains 48585 members 
Mstep: Class 4 contains 9392 members 
Mstep: Class 5 contains 62232 members 
Mstep: Class 6 contains 35811 members 
Mstep: Class 8 contains 16704 members 
Mstep: Class 9 contains 31174 members 
Mstep: Class 10 contains 34727 members 
Mstep: Class 11 contains 18719 members 
Mstep: Class 12 contains 7452 members 
Mstep: Class 13 contains 27523 members 
Mstep: Class 14 contains 18518 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 16 contains 27020 members 
Mstep: Class 17 contains 101851 members 
Mstep: Class 18 contains 79745 members 
Mstep: Class 19 contains 47200 members 
Mstep: Class 20 contains 31162 members 
Mstep: Class 21 contains 69958 members 
Mstep: Class 22 contains 11712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20807188.000000 Penalty: 12895.900391
Iteration 2F: 22 clusters Score -2.080719e+07 nChanged 156649
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 15864 members 
Mstep: Class 3 contains 48633 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 65745 members 
Mstep: Class 6 contains 38203 members 
Mstep: Class 8 contains 13424 members 
Mstep: Class 9 contains 29507 members 
Mstep: Class 10 contains 36689 members 
Mstep: Class 11 contains 13275 members 
Mstep: Class 12 contains 4528 members 
Mstep: Class 13 contains 29786 members 
Mstep: Class 14 contains 15277 members 
Mstep: Class 15 contains 18756 members 
Mstep: Class 16 contains 23981 members 
Mstep: Class 17 contains 120158 members 
Mstep: Class 18 contains 84517 members 
Mstep: Class 19 contains 43289 members 
Mstep: Class 20 contains 34382 members 
Mstep: Class 21 contains 66559 members 
Mstep: Class 22 contains 10048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20973100.000000 Penalty: 12895.900391
Iteration 3F: 22 clusters Score -2.09731e+07 nChanged 119832
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11762 members 
Mstep: Class 3 contains 48043 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 65574 members 
Mstep: Class 6 contains 42317 members 
Mstep: Class 8 contains 10404 members 
Mstep: Class 9 contains 26322 members 
Mstep: Class 10 contains 36948 members 
Mstep: Class 11 contains 8987 members 
Mstep: Class 12 contains 2549 members 
Mstep: Class 13 contains 30758 members 
Mstep: Class 14 contains 12702 members 
Mstep: Class 15 contains 19354 members 
Mstep: Class 16 contains 20859 members 
Mstep: Class 17 contains 135969 members 
Mstep: Class 18 contains 91901 members 
Mstep: Class 19 contains 36584 members 
Mstep: Class 20 contains 40402 members 
Mstep: Class 21 contains 65517 members 
Mstep: Class 22 contains 9072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21081604.000000 Penalty: 12895.900391
Iteration 4F: 22 clusters Score -2.10816e+07 nChanged 97015
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 944 members 
Mstep: Class 5 contains 64912 members 
Mstep: Class 6 contains 45597 members 
Mstep: Class 8 contains 7640 members 
Mstep: Class 9 contains 22768 members 
Mstep: Class 10 contains 35788 members 
Mstep: Class 11 contains 5949 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 30463 members 
Mstep: Class 14 contains 10857 members 
Mstep: Class 15 contains 18681 members 
Mstep: Class 16 contains 17744 members 
Mstep: Class 17 contains 151097 members 
Mstep: Class 18 contains 99979 members 
Mstep: Class 19 contains 29751 members 
Mstep: Class 20 contains 46307 members 
Mstep: Class 21 contains 64723 members 
Mstep: Class 22 contains 8522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 542.115479 but Gain 614.090820
Score: -21158102.000000 Penalty: 12281.809570
Iteration 5F: 21 clusters Score -2.11581e+07 nChanged 81137
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6450 members 
Mstep: Class 3 contains 46898 members 
Mstep: Class 4 contains 461 members 
Mstep: Class 5 contains 64523 members 
Mstep: Class 6 contains 47425 members 
Mstep: Class 8 contains 5434 members 
Mstep: Class 9 contains 19401 members 
Mstep: Class 10 contains 33825 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 13 contains 29325 members 
Mstep: Class 14 contains 9446 members 
Mstep: Class 15 contains 17588 members 
Mstep: Class 16 contains 14554 members 
Mstep: Class 17 contains 164988 members 
Mstep: Class 18 contains 108699 members 
Mstep: Class 19 contains 24265 members 
Mstep: Class 20 contains 51380 members 
Mstep: Class 21 contains 63018 members 
Mstep: Class 22 contains 8598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 487.558777 but Gain 614.089844
Score: -21217516.000000 Penalty: 11667.719727
Iteration 6F: 20 clusters Score -2.121752e+07 nChanged 66631
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 5 contains 64103 members 
Mstep: Class 6 contains 47749 members 
Mstep: Class 8 contains 3755 members 
Mstep: Class 9 contains 16197 members 
Mstep: Class 10 contains 31692 members 
Mstep: Class 11 contains 3014 members 
Mstep: Class 13 contains 28120 members 
Mstep: Class 14 contains 8250 members 
Mstep: Class 15 contains 16440 members 
Mstep: Class 16 contains 11443 members 
Mstep: Class 17 contains 177808 members 
Mstep: Class 18 contains 116762 members 
Mstep: Class 19 contains 20568 members 
Mstep: Class 20 contains 55121 members 
Mstep: Class 21 contains 60360 members 
Mstep: Class 22 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21262544.000000 Penalty: 11667.719727
Iteration 7F: 20 clusters Score -2.126254e+07 nChanged 55123
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3842 members 
Mstep: Class 3 contains 46453 members 
Mstep: Class 5 contains 63505 members 
Mstep: Class 6 contains 47126 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 9 contains 13410 members 
Mstep: Class 10 contains 29696 members 
Mstep: Class 11 contains 2269 members 
Mstep: Class 13 contains 26701 members 
Mstep: Class 14 contains 7298 members 
Mstep: Class 15 contains 15626 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 189508 members 
Mstep: Class 18 contains 123856 members 
Mstep: Class 19 contains 18078 members 
Mstep: Class 20 contains 57602 members 
Mstep: Class 21 contains 57250 members 
Mstep: Class 22 contains 9227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21295988.000000 Penalty: 11667.719727
Iteration 8F: 20 clusters Score -2.129599e+07 nChanged 45607
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3083 members 
Mstep: Class 3 contains 47069 members 
Mstep: Class 5 contains 62703 members 
Mstep: Class 6 contains 46002 members 
Mstep: Class 8 contains 1827 members 
Mstep: Class 9 contains 11087 members 
Mstep: Class 10 contains 27470 members 
Mstep: Class 11 contains 1713 members 
Mstep: Class 13 contains 25163 members 
Mstep: Class 14 contains 6472 members 
Mstep: Class 15 contains 15309 members 
Mstep: Class 16 contains 6195 members 
Mstep: Class 17 contains 200631 members 
Mstep: Class 18 contains 129752 members 
Mstep: Class 19 contains 16125 members 
Mstep: Class 20 contains 59067 members 
Mstep: Class 21 contains 54131 members 
Mstep: Class 22 contains 9532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21321688.000000 Penalty: 11667.719727
Iteration 9F: 20 clusters Score -2.132169e+07 nChanged 37669
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 47942 members 
Mstep: Class 5 contains 61550 members 
Mstep: Class 6 contains 44649 members 
Mstep: Class 8 contains 1355 members 
Mstep: Class 9 contains 9211 members 
Mstep: Class 10 contains 25168 members 
Mstep: Class 11 contains 1331 members 
Mstep: Class 13 contains 23837 members 
Mstep: Class 14 contains 5725 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 4464 members 
Mstep: Class 17 contains 211006 members 
Mstep: Class 18 contains 134590 members 
Mstep: Class 19 contains 14409 members 
Mstep: Class 20 contains 59852 members 
Mstep: Class 21 contains 50955 members 
Mstep: Class 22 contains 9737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21339924.000000 Penalty: 11667.719727
Iteration 10F: 20 clusters Score -2.133992e+07 nChanged 31674
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2210 members 
Mstep: Class 3 contains 48844 members 
Mstep: Class 5 contains 59998 members 
Mstep: Class 6 contains 43170 members 
Mstep: Class 8 contains 1078 members 
Mstep: Class 9 contains 7697 members 
Mstep: Class 10 contains 22815 members 
Mstep: Class 11 contains 1069 members 
Mstep: Class 13 contains 22930 members 
Mstep: Class 14 contains 5094 members 
Mstep: Class 15 contains 15921 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 17 contains 220460 members 
Mstep: Class 18 contains 138702 members 
Mstep: Class 19 contains 12911 members 
Mstep: Class 20 contains 60238 members 
Mstep: Class 21 contains 47825 members 
Mstep: Class 22 contains 9884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21353688.000000 Penalty: 11667.719727
Iteration 11Q: 20 clusters Score -2.135369e+07 nChanged 27362
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1927 members 
Mstep: Class 3 contains 49883 members 
Mstep: Class 5 contains 58018 members 
Mstep: Class 6 contains 41687 members 
Mstep: Class 8 contains 897 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 20379 members 
Mstep: Class 11 contains 881 members 
Mstep: Class 13 contains 22421 members 
Mstep: Class 14 contains 4530 members 
Mstep: Class 15 contains 16556 members 
Mstep: Class 16 contains 2419 members 
Mstep: Class 17 contains 229054 members 
Mstep: Class 18 contains 142443 members 
Mstep: Class 19 contains 11559 members 
Mstep: Class 20 contains 60464 members 
Mstep: Class 21 contains 44792 members 
Mstep: Class 22 contains 9951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21364852.000000 Penalty: 11667.719727
Iteration 12Q: 20 clusters Score -2.136485e+07 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1719 members 
Mstep: Class 3 contains 51004 members 
Mstep: Class 5 contains 55450 members 
Mstep: Class 6 contains 40234 members 
Mstep: Class 8 contains 762 members 
Mstep: Class 9 contains 5460 members 
Mstep: Class 10 contains 17879 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 13 contains 22168 members 
Mstep: Class 14 contains 4038 members 
Mstep: Class 15 contains 17320 members 
Mstep: Class 16 contains 1855 members 
Mstep: Class 17 contains 237191 members 
Mstep: Class 18 contains 145898 members 
Mstep: Class 19 contains 10340 members 
Mstep: Class 20 contains 60553 members 
Mstep: Class 21 contains 41893 members 
Mstep: Class 22 contains 9914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21374466.000000 Penalty: 11667.719727
Iteration 13Q: 20 clusters Score -2.137447e+07 nChanged 21909
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1536 members 
Mstep: Class 3 contains 51839 members 
Mstep: Class 5 contains 52696 members 
Mstep: Class 6 contains 38803 members 
Mstep: Class 8 contains 670 members 
Mstep: Class 9 contains 4681 members 
Mstep: Class 10 contains 15521 members 
Mstep: Class 11 contains 681 members 
Mstep: Class 13 contains 22130 members 
Mstep: Class 14 contains 3621 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 244835 members 
Mstep: Class 18 contains 149279 members 
Mstep: Class 19 contains 9196 members 
Mstep: Class 20 contains 60607 members 
Mstep: Class 21 contains 39202 members 
Mstep: Class 22 contains 9740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21382428.000000 Penalty: 11667.719727
Iteration 14Q: 20 clusters Score -2.138243e+07 nChanged 19681
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1368 members 
Mstep: Class 3 contains 52574 members 
Mstep: Class 5 contains 49788 members 
Mstep: Class 6 contains 37407 members 
Mstep: Class 8 contains 596 members 
Mstep: Class 9 contains 4059 members 
Mstep: Class 10 contains 13293 members 
Mstep: Class 11 contains 691 members 
Mstep: Class 13 contains 22231 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 15 contains 18910 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 252056 members 
Mstep: Class 18 contains 152551 members 
Mstep: Class 19 contains 8047 members 
Mstep: Class 20 contains 60580 members 
Mstep: Class 21 contains 36629 members 
Mstep: Class 22 contains 9461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21389546.000000 Penalty: 11667.719727
Iteration 15Q: 20 clusters Score -2.138955e+07 nChanged 18233
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1257 members 
Mstep: Class 3 contains 53117 members 
Mstep: Class 5 contains 46721 members 
Mstep: Class 6 contains 36034 members 
Mstep: Class 8 contains 557 members 
Mstep: Class 9 contains 3475 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 728 members 
Mstep: Class 13 contains 22455 members 
Mstep: Class 14 contains 2955 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 258863 members 
Mstep: Class 18 contains 155937 members 
Mstep: Class 19 contains 6954 members 
Mstep: Class 20 contains 60517 members 
Mstep: Class 21 contains 34076 members 
Mstep: Class 22 contains 9041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 605.219727 but Gain 614.090820
Score: -21395760.000000 Penalty: 11053.628906
Iteration 16Q: 19 clusters Score -2.139576e+07 nChanged 17543
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 53389 members 
Mstep: Class 5 contains 43571 members 
Mstep: Class 6 contains 34758 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 773 members 
Mstep: Class 13 contains 22717 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 20485 members 
Mstep: Class 16 contains 827 members 
Mstep: Class 17 contains 265513 members 
Mstep: Class 18 contains 159488 members 
Mstep: Class 19 contains 5967 members 
Mstep: Class 20 contains 60474 members 
Mstep: Class 21 contains 31730 members 
Mstep: Class 22 contains 8549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21402106.000000 Penalty: 11053.628906
Iteration 17Q: 19 clusters Score -2.140211e+07 nChanged 15693
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1090 members 
Mstep: Class 3 contains 53371 members 
Mstep: Class 5 contains 40395 members 
Mstep: Class 6 contains 33523 members 
Mstep: Class 9 contains 2613 members 
Mstep: Class 10 contains 8228 members 
Mstep: Class 11 contains 817 members 
Mstep: Class 13 contains 22999 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 21158 members 
Mstep: Class 16 contains 714 members 
Mstep: Class 17 contains 271848 members 
Mstep: Class 18 contains 162838 members 
Mstep: Class 19 contains 5064 members 
Mstep: Class 20 contains 60314 members 
Mstep: Class 21 contains 29490 members 
Mstep: Class 22 contains 7970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21407560.000000 Penalty: 11053.628906
Iteration 18Q: 19 clusters Score -2.140756e+07 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 53002 members 
Mstep: Class 5 contains 37204 members 
Mstep: Class 6 contains 32348 members 
Mstep: Class 9 contains 2271 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 858 members 
Mstep: Class 13 contains 23315 members 
Mstep: Class 14 contains 2119 members 
Mstep: Class 15 contains 21774 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 278149 members 
Mstep: Class 18 contains 166303 members 
Mstep: Class 19 contains 4291 members 
Mstep: Class 20 contains 60083 members 
Mstep: Class 21 contains 27238 members 
Mstep: Class 22 contains 7345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21413012.000000 Penalty: 11053.628906
Iteration 19Q: 19 clusters Score -2.141301e+07 nChanged 14582
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 940 members 
Mstep: Class 3 contains 52302 members 
Mstep: Class 5 contains 34041 members 
Mstep: Class 6 contains 31288 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 10 contains 5733 members 
Mstep: Class 11 contains 888 members 
Mstep: Class 13 contains 23677 members 
Mstep: Class 14 contains 1897 members 
Mstep: Class 15 contains 22317 members 
Mstep: Class 16 contains 569 members 
Mstep: Class 17 contains 284442 members 
Mstep: Class 18 contains 169807 members 
Mstep: Class 19 contains 3590 members 
Mstep: Class 20 contains 59785 members 
Mstep: Class 21 contains 25022 members 
Mstep: Class 22 contains 6653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21417812.000000 Penalty: 11053.628906
Iteration 20F: 19 clusters Score -2.141781e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 886 members 
Mstep: Class 3 contains 51246 members 
Mstep: Class 5 contains 30775 members 
Mstep: Class 6 contains 30332 members 
Mstep: Class 9 contains 1706 members 
Mstep: Class 10 contains 4712 members 
Mstep: Class 11 contains 999 members 
Mstep: Class 13 contains 24036 members 
Mstep: Class 14 contains 1732 members 
Mstep: Class 15 contains 22809 members 
Mstep: Class 16 contains 524 members 
Mstep: Class 17 contains 290682 members 
Mstep: Class 18 contains 173223 members 
Mstep: Class 19 contains 3009 members 
Mstep: Class 20 contains 59405 members 
Mstep: Class 21 contains 22897 members 
Mstep: Class 22 contains 5962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21422780.000000 Penalty: 11053.628906
Iteration 21Q: 19 clusters Score -2.142278e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 832 members 
Mstep: Class 3 contains 49921 members 
Mstep: Class 5 contains 27476 members 
Mstep: Class 6 contains 29415 members 
Mstep: Class 9 contains 1480 members 
Mstep: Class 10 contains 3835 members 
Mstep: Class 11 contains 1098 members 
Mstep: Class 13 contains 24420 members 
Mstep: Class 14 contains 1609 members 
Mstep: Class 15 contains 23222 members 
Mstep: Class 16 contains 491 members 
Mstep: Class 17 contains 296813 members 
Mstep: Class 18 contains 176643 members 
Mstep: Class 19 contains 2516 members 
Mstep: Class 20 contains 59022 members 
Mstep: Class 21 contains 20844 members 
Mstep: Class 22 contains 5323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 586.701355 but Gain 614.090820
Score: -21427276.000000 Penalty: 10439.538086
Iteration 22Q: 18 clusters Score -2.142728e+07 nChanged 13726
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 799 members 
Mstep: Class 3 contains 48232 members 
Mstep: Class 5 contains 24205 members 
Mstep: Class 6 contains 28556 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 10 contains 3058 members 
Mstep: Class 11 contains 1197 members 
Mstep: Class 13 contains 24797 members 
Mstep: Class 14 contains 1538 members 
Mstep: Class 15 contains 23594 members 
Mstep: Class 17 contains 303325 members 
Mstep: Class 18 contains 180189 members 
Mstep: Class 19 contains 2083 members 
Mstep: Class 20 contains 58600 members 
Mstep: Class 21 contains 18845 members 
Mstep: Class 22 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21432632.000000 Penalty: 10439.538086
Iteration 23Q: 18 clusters Score -2.143263e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 45919 members 
Mstep: Class 5 contains 21070 members 
Mstep: Class 6 contains 27702 members 
Mstep: Class 9 contains 1111 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 1307 members 
Mstep: Class 13 contains 25131 members 
Mstep: Class 14 contains 1483 members 
Mstep: Class 15 contains 23852 members 
Mstep: Class 17 contains 309755 members 
Mstep: Class 18 contains 183648 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 20 contains 58100 members 
Mstep: Class 21 contains 16967 members 
Mstep: Class 22 contains 4056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21437266.000000 Penalty: 10439.538086
Iteration 24Q: 18 clusters Score -2.143727e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 730 members 
Mstep: Class 3 contains 43203 members 
Mstep: Class 5 contains 18026 members 
Mstep: Class 6 contains 26864 members 
Mstep: Class 9 contains 945 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 11 contains 1406 members 
Mstep: Class 13 contains 25470 members 
Mstep: Class 14 contains 1445 members 
Mstep: Class 15 contains 24033 members 
Mstep: Class 17 contains 316227 members 
Mstep: Class 18 contains 186999 members 
Mstep: Class 19 contains 1412 members 
Mstep: Class 20 contains 57618 members 
Mstep: Class 21 contains 15263 members 
Mstep: Class 22 contains 3521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21441938.000000 Penalty: 10439.538086
Iteration 25Q: 18 clusters Score -2.144194e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 710 members 
Mstep: Class 3 contains 40020 members 
Mstep: Class 5 contains 15224 members 
Mstep: Class 6 contains 26066 members 
Mstep: Class 9 contains 796 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 13 contains 25764 members 
Mstep: Class 14 contains 1401 members 
Mstep: Class 15 contains 24175 members 
Mstep: Class 17 contains 322694 members 
Mstep: Class 18 contains 190204 members 
Mstep: Class 19 contains 1138 members 
Mstep: Class 20 contains 57129 members 
Mstep: Class 21 contains 13698 members 
Mstep: Class 22 contains 3092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21446378.000000 Penalty: 10439.538086
Iteration 26Q: 18 clusters Score -2.144638e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 713 members 
Mstep: Class 3 contains 36465 members 
Mstep: Class 5 contains 12583 members 
Mstep: Class 6 contains 25375 members 
Mstep: Class 9 contains 678 members 
Mstep: Class 10 contains 1063 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 13 contains 26031 members 
Mstep: Class 14 contains 1367 members 
Mstep: Class 15 contains 24275 members 
Mstep: Class 17 contains 329270 members 
Mstep: Class 18 contains 193130 members 
Mstep: Class 19 contains 882 members 
Mstep: Class 20 contains 56661 members 
Mstep: Class 21 contains 12236 members 
Mstep: Class 22 contains 2745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 592.981201 but Gain 614.089844
Score: -21451106.000000 Penalty: 9825.448242
Iteration 27Q: 17 clusters Score -2.145111e+07 nChanged 12139
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 714 members 
Mstep: Class 3 contains 32629 members 
Mstep: Class 5 contains 10184 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 1649 members 
Mstep: Class 13 contains 26291 members 
Mstep: Class 14 contains 1341 members 
Mstep: Class 15 contains 24341 members 
Mstep: Class 17 contains 336214 members 
Mstep: Class 18 contains 196027 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 56151 members 
Mstep: Class 21 contains 10864 members 
Mstep: Class 22 contains 2466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 524.977844 but Gain 614.090820
Score: -21456846.000000 Penalty: 9211.357422
Iteration 28Q: 16 clusters Score -2.145685e+07 nChanged 11834
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 739 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 5 contains 7982 members 
Mstep: Class 6 contains 24052 members 
Mstep: Class 11 contains 1699 members 
Mstep: Class 13 contains 26519 members 
Mstep: Class 14 contains 1340 members 
Mstep: Class 15 contains 24358 members 
Mstep: Class 17 contains 343124 members 
Mstep: Class 18 contains 198825 members 
Mstep: Class 19 contains 532 members 
Mstep: Class 20 contains 55602 members 
Mstep: Class 21 contains 9601 members 
Mstep: Class 22 contains 2251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21462384.000000 Penalty: 9211.357422
Iteration 29Q: 16 clusters Score -2.146238e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 24224 members 
Mstep: Class 5 contains 5976 members 
Mstep: Class 6 contains 23459 members 
Mstep: Class 11 contains 1742 members 
Mstep: Class 13 contains 26755 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 24325 members 
Mstep: Class 17 contains 348897 members 
Mstep: Class 18 contains 201449 members 
Mstep: Class 19 contains 453 members 
Mstep: Class 20 contains 55062 members 
Mstep: Class 21 contains 8536 members 
Mstep: Class 22 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21467110.000000 Penalty: 9211.357422
Iteration 30Q: 16 clusters Score -2.146711e+07 nChanged 9672
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 797 members 
Mstep: Class 3 contains 20200 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 22937 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 13 contains 26942 members 
Mstep: Class 14 contains 1333 members 
Mstep: Class 15 contains 24256 members 
Mstep: Class 17 contains 354219 members 
Mstep: Class 18 contains 203879 members 
Mstep: Class 19 contains 424 members 
Mstep: Class 20 contains 54554 members 
Mstep: Class 21 contains 7577 members 
Mstep: Class 22 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471636.000000 Penalty: 9211.357422
Iteration 31Q: 16 clusters Score -2.147164e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 16686 members 
Mstep: Class 5 contains 2831 members 
Mstep: Class 6 contains 22440 members 
Mstep: Class 11 contains 1747 members 
Mstep: Class 13 contains 27121 members 
Mstep: Class 14 contains 1321 members 
Mstep: Class 15 contains 24177 members 
Mstep: Class 17 contains 358612 members 
Mstep: Class 18 contains 206245 members 
Mstep: Class 19 contains 467 members 
Mstep: Class 20 contains 54041 members 
Mstep: Class 21 contains 6675 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21475876.000000 Penalty: 9211.357422
Iteration 32Q: 16 clusters Score -2.147588e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 5 contains 1789 members 
Mstep: Class 6 contains 21987 members 
Mstep: Class 11 contains 1717 members 
Mstep: Class 13 contains 27223 members 
Mstep: Class 14 contains 1299 members 
Mstep: Class 15 contains 24104 members 
Mstep: Class 17 contains 362044 members 
Mstep: Class 18 contains 208419 members 
Mstep: Class 19 contains 518 members 
Mstep: Class 20 contains 53570 members 
Mstep: Class 21 contains 5897 members 
Mstep: Class 22 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21479054.000000 Penalty: 9211.357422
Iteration 33Q: 16 clusters Score -2.147905e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 11670 members 
Mstep: Class 5 contains 1087 members 
Mstep: Class 6 contains 21546 members 
Mstep: Class 11 contains 1662 members 
Mstep: Class 13 contains 27270 members 
Mstep: Class 14 contains 1267 members 
Mstep: Class 15 contains 24055 members 
Mstep: Class 17 contains 364510 members 
Mstep: Class 18 contains 210507 members 
Mstep: Class 19 contains 561 members 
Mstep: Class 20 contains 53091 members 
Mstep: Class 21 contains 5165 members 
Mstep: Class 22 contains 1819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 600.232239 but Gain 614.090820
Score: -21481652.000000 Penalty: 8597.266602
Iteration 34Q: 15 clusters Score -2.148165e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 862 members 
Mstep: Class 3 contains 10038 members 
Mstep: Class 6 contains 21134 members 
Mstep: Class 11 contains 1627 members 
Mstep: Class 13 contains 27289 members 
Mstep: Class 14 contains 1228 members 
Mstep: Class 15 contains 24017 members 
Mstep: Class 17 contains 366880 members 
Mstep: Class 18 contains 212428 members 
Mstep: Class 19 contains 597 members 
Mstep: Class 20 contains 52603 members 
Mstep: Class 21 contains 4566 members 
Mstep: Class 22 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21484404.000000 Penalty: 8597.266602
Iteration 35Q: 15 clusters Score -2.14844e+07 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 854 members 
Mstep: Class 3 contains 8825 members 
Mstep: Class 6 contains 20724 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 13 contains 27277 members 
Mstep: Class 14 contains 1185 members 
Mstep: Class 15 contains 23990 members 
Mstep: Class 17 contains 367811 members 
Mstep: Class 18 contains 214276 members 
Mstep: Class 19 contains 625 members 
Mstep: Class 20 contains 52121 members 
Mstep: Class 21 contains 4019 members 
Mstep: Class 22 contains 1791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485532.000000 Penalty: 8597.266602
Iteration 36Q: 15 clusters Score -2.148553e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7955 members 
Mstep: Class 6 contains 20326 members 
Mstep: Class 11 contains 1532 members 
Mstep: Class 13 contains 27226 members 
Mstep: Class 14 contains 1145 members 
Mstep: Class 15 contains 24003 members 
Mstep: Class 17 contains 368486 members 
Mstep: Class 18 contains 215912 members 
Mstep: Class 19 contains 648 members 
Mstep: Class 20 contains 51687 members 
Mstep: Class 21 contains 3516 members 
Mstep: Class 22 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486360.000000 Penalty: 8597.266602
Iteration 37Q: 15 clusters Score -2.148636e+07 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 852 members 
Mstep: Class 3 contains 7289 members 
Mstep: Class 6 contains 19988 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 13 contains 27135 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 24017 members 
Mstep: Class 17 contains 369047 members 
Mstep: Class 18 contains 217296 members 
Mstep: Class 19 contains 670 members 
Mstep: Class 20 contains 51278 members 
Mstep: Class 21 contains 3123 members 
Mstep: Class 22 contains 1782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486932.000000 Penalty: 8597.266602
Iteration 38Q: 15 clusters Score -2.148693e+07 nChanged 2582
Entering ConstructFrom: 
Score: -21486932.000000 Penalty: 8597.266602
Entering ConstructFrom: 
Trying to split cluster 1 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -58152.753906 Penalty: 339.687317
	Iteration 0F: 2 clusters Score -58152.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -56825.070312 Penalty: 679.374634
	Iteration 0F: 3 clusters Score -56825.07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -57242.988281 Penalty: 679.374634
	Iteration 1F: 3 clusters Score -57242.99 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -57282.144531 Penalty: 679.374634
	Iteration 2F: 3 clusters Score -57282.14 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -57317.750000 Penalty: 679.374634
	Iteration 3Q: 3 clusters Score -57317.75 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57351.113281 Penalty: 679.374634
	Iteration 4Q: 3 clusters Score -57351.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -57383.800781 Penalty: 679.374634
	Iteration 5Q: 3 clusters Score -57383.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -57435.996094 Penalty: 679.374634
	Iteration 6Q: 3 clusters Score -57436 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -57498.898438 Penalty: 679.374634
	Iteration 7Q: 3 clusters Score -57498.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57561.140625 Penalty: 679.374634
	Iteration 8Q: 3 clusters Score -57561.14 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -57638.320312 Penalty: 679.374634
	Iteration 9Q: 3 clusters Score -57638.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57698.773438 Penalty: 679.374634
	Iteration 10Q: 3 clusters Score -57698.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57728.812500 Penalty: 679.374634
	Iteration 11Q: 3 clusters Score -57728.81 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57754.000000 Penalty: 679.374634
	Iteration 12Q: 3 clusters Score -57754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -57780.796875 Penalty: 679.374634
	Iteration 13Q: 3 clusters Score -57780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -57809.386719 Penalty: 679.374634
	Iteration 14Q: 3 clusters Score -57809.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -57825.898438 Penalty: 679.374634
	Iteration 15Q: 3 clusters Score -57825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -57832.042969 Penalty: 679.374634
	Iteration 16Q: 3 clusters Score -57832.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -57836.011719 Penalty: 679.374634
	Iteration 17Q: 3 clusters Score -57836.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -57839.195312 Penalty: 679.374634
	Iteration 18Q: 3 clusters Score -57839.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -57845.031250 Penalty: 679.374634
	Iteration 19Q: 3 clusters Score -57845.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -57852.511719 Penalty: 679.374634
	Iteration 20F: 3 clusters Score -57852.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -57854.824219 Penalty: 679.374634
	Iteration 21Q: 3 clusters Score -57854.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -57854.925781 Penalty: 679.374634
	Iteration 22Q: 3 clusters Score -57854.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -57855.597656 Penalty: 679.374634
	Iteration 23Q: 3 clusters Score -57855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -57856.531250 Penalty: 679.374634
	Iteration 24Q: 3 clusters Score -57856.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -57856.531250 Penalty: 679.374634
	Iteration 25F: 3 clusters Score -57856.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Entering Unmasked Estep 
Score: -28961.417969 Penalty: 306.639801
	Iteration 0F: 2 clusters Score -28961.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -28282.175781 Penalty: 613.279602
	Iteration 0F: 3 clusters Score -28282.18 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -28431.910156 Penalty: 613.279602
	Iteration 1F: 3 clusters Score -28431.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -28462.638672 Penalty: 613.279602
	Iteration 2F: 3 clusters Score -28462.64 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -28485.957031 Penalty: 613.279602
	Iteration 3Q: 3 clusters Score -28485.96 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -28507.718750 Penalty: 613.279602
	Iteration 4Q: 3 clusters Score -28507.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -28524.744141 Penalty: 613.279602
	Iteration 5Q: 3 clusters Score -28524.74 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -28534.857422 Penalty: 613.279602
	Iteration 6Q: 3 clusters Score -28534.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -28539.984375 Penalty: 613.279602
	Iteration 7Q: 3 clusters Score -28539.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28546.472656 Penalty: 613.279602
	Iteration 8Q: 3 clusters Score -28546.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -28554.691406 Penalty: 613.279602
	Iteration 9Q: 3 clusters Score -28554.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -28568.447266 Penalty: 613.279602
	Iteration 10Q: 3 clusters Score -28568.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -28579.355469 Penalty: 613.279602
	Iteration 11Q: 3 clusters Score -28579.36 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28590.957031 Penalty: 613.279602
	Iteration 12Q: 3 clusters Score -28590.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -28610.457031 Penalty: 613.279602
	Iteration 13Q: 3 clusters Score -28610.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -28637.042969 Penalty: 613.279602
	Iteration 14Q: 3 clusters Score -28637.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -28664.156250 Penalty: 613.279602
	Iteration 15Q: 3 clusters Score -28664.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -28683.125000 Penalty: 613.279602
	Iteration 16Q: 3 clusters Score -28683.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -28696.029297 Penalty: 613.279602
	Iteration 17Q: 3 clusters Score -28696.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -28708.855469 Penalty: 613.279602
	Iteration 18Q: 3 clusters Score -28708.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -28714.187500 Penalty: 613.279602
	Iteration 19Q: 3 clusters Score -28714.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -28715.814453 Penalty: 613.279602
	Iteration 20F: 3 clusters Score -28715.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28716.693359 Penalty: 613.279602
	Iteration 21Q: 3 clusters Score -28716.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -28716.693359 Penalty: 613.279602
	Iteration 22F: 3 clusters Score -28716.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Entering Unmasked Estep 
Score: -226016.265625 Penalty: 401.355255
	Iteration 0F: 2 clusters Score -226016.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -221447.609375 Penalty: 802.710510
	Iteration 0F: 3 clusters Score -221447.6 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -223199.765625 Penalty: 802.710510
	Iteration 1F: 3 clusters Score -223199.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -223454.218750 Penalty: 802.710510
	Iteration 2F: 3 clusters Score -223454.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -223792.968750 Penalty: 802.710510
	Iteration 3F: 3 clusters Score -223793 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -224286.500000 Penalty: 802.710510
	Iteration 4F: 3 clusters Score -224286.5 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -224752.234375 Penalty: 802.710510
	Iteration 5F: 3 clusters Score -224752.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -225007.046875 Penalty: 802.710510
	Iteration 6F: 3 clusters Score -225007 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -225110.093750 Penalty: 802.710510
	Iteration 7Q: 3 clusters Score -225110.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -225158.093750 Penalty: 802.710510
	Iteration 8Q: 3 clusters Score -225158.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -225181.359375 Penalty: 802.710510
	Iteration 9Q: 3 clusters Score -225181.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -225199.453125 Penalty: 802.710510
	Iteration 10Q: 3 clusters Score -225199.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -225211.734375 Penalty: 802.710510
	Iteration 11Q: 3 clusters Score -225211.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -225224.781250 Penalty: 802.710510
	Iteration 12Q: 3 clusters Score -225224.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -225237.656250 Penalty: 802.710510
	Iteration 13Q: 3 clusters Score -225237.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -225250.921875 Penalty: 802.710510
	Iteration 14Q: 3 clusters Score -225250.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -225259.703125 Penalty: 802.710510
	Iteration 15Q: 3 clusters Score -225259.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -225266.515625 Penalty: 802.710510
	Iteration 16Q: 3 clusters Score -225266.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -225271.703125 Penalty: 802.710510
	Iteration 17Q: 3 clusters Score -225271.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -225275.218750 Penalty: 802.710510
	Iteration 18Q: 3 clusters Score -225275.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -225279.265625 Penalty: 802.710510
	Iteration 19Q: 3 clusters Score -225279.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -225282.921875 Penalty: 802.710510
	Iteration 20F: 3 clusters Score -225282.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -225287.078125 Penalty: 802.710510
	Iteration 21Q: 3 clusters Score -225287.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -225291.312500 Penalty: 802.710510
	Iteration 22Q: 3 clusters Score -225291.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -225295.140625 Penalty: 802.710510
	Iteration 23Q: 3 clusters Score -225295.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -225296.968750 Penalty: 802.710510
	Iteration 24Q: 3 clusters Score -225297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -225298.953125 Penalty: 802.710510
	Iteration 25Q: 3 clusters Score -225299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -225301.265625 Penalty: 802.710510
	Iteration 26Q: 3 clusters Score -225301.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -225304.500000 Penalty: 802.710510
	Iteration 27Q: 3 clusters Score -225304.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -225307.125000 Penalty: 802.710510
	Iteration 28Q: 3 clusters Score -225307.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -225310.062500 Penalty: 802.710510
	Iteration 29Q: 3 clusters Score -225310.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -225314.062500 Penalty: 802.710510
	Iteration 30Q: 3 clusters Score -225314.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -225320.593750 Penalty: 802.710510
	Iteration 31Q: 3 clusters Score -225320.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -225327.734375 Penalty: 802.710510
	Iteration 32Q: 3 clusters Score -225327.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -225333.406250 Penalty: 802.710510
	Iteration 33Q: 3 clusters Score -225333.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -225339.437500 Penalty: 802.710510
	Iteration 34Q: 3 clusters Score -225339.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -225344.609375 Penalty: 802.710510
	Iteration 35Q: 3 clusters Score -225344.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -225352.875000 Penalty: 802.710510
	Iteration 36Q: 3 clusters Score -225352.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -225360.781250 Penalty: 802.710510
	Iteration 37Q: 3 clusters Score -225360.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -225365.921875 Penalty: 802.710510
	Iteration 38Q: 3 clusters Score -225365.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -225370.375000 Penalty: 802.710510
	Iteration 39Q: 3 clusters Score -225370.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -225378.609375 Penalty: 802.710510
	Iteration 40F: 3 clusters Score -225378.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -225387.640625 Penalty: 802.710510
	Iteration 41Q: 3 clusters Score -225387.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -225395.531250 Penalty: 802.710510
	Iteration 42Q: 3 clusters Score -225395.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -225403.031250 Penalty: 802.710510
	Iteration 43Q: 3 clusters Score -225403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -225409.984375 Penalty: 802.710510
	Iteration 44Q: 3 clusters Score -225410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -225418.468750 Penalty: 802.710510
	Iteration 45Q: 3 clusters Score -225418.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -225424.250000 Penalty: 802.710510
	Iteration 46Q: 3 clusters Score -225424.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -225429.015625 Penalty: 802.710510
	Iteration 47Q: 3 clusters Score -225429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -225431.531250 Penalty: 802.710510
	Iteration 48Q: 3 clusters Score -225431.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -225435.671875 Penalty: 802.710510
	Iteration 49Q: 3 clusters Score -225435.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -225439.656250 Penalty: 802.710510
	Iteration 50Q: 3 clusters Score -225439.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -225441.859375 Penalty: 802.710510
	Iteration 51Q: 3 clusters Score -225441.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -225445.187500 Penalty: 802.710510
	Iteration 52Q: 3 clusters Score -225445.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -225448.078125 Penalty: 802.710510
	Iteration 53Q: 3 clusters Score -225448.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -225451.843750 Penalty: 802.710510
	Iteration 54Q: 3 clusters Score -225451.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -225454.328125 Penalty: 802.710510
	Iteration 55Q: 3 clusters Score -225454.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -225457.406250 Penalty: 802.710510
	Iteration 56Q: 3 clusters Score -225457.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -225461.562500 Penalty: 802.710510
	Iteration 57Q: 3 clusters Score -225461.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -225464.546875 Penalty: 802.710510
	Iteration 58Q: 3 clusters Score -225464.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -225466.796875 Penalty: 802.710510
	Iteration 59Q: 3 clusters Score -225466.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -225468.375000 Penalty: 802.710510
	Iteration 60F: 3 clusters Score -225468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -225470.703125 Penalty: 802.710510
	Iteration 61Q: 3 clusters Score -225470.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -225471.359375 Penalty: 802.710510
	Iteration 62Q: 3 clusters Score -225471.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -225472.750000 Penalty: 802.710510
	Iteration 63Q: 3 clusters Score -225472.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -225474.703125 Penalty: 802.710510
	Iteration 64Q: 3 clusters Score -225474.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -225477.296875 Penalty: 802.710510
	Iteration 65Q: 3 clusters Score -225477.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -225478.734375 Penalty: 802.710510
	Iteration 66Q: 3 clusters Score -225478.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -225479.875000 Penalty: 802.710510
	Iteration 67Q: 3 clusters Score -225479.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -225480.718750 Penalty: 802.710510
	Iteration 68Q: 3 clusters Score -225480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -225481.640625 Penalty: 802.710510
	Iteration 69Q: 3 clusters Score -225481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -225482.640625 Penalty: 802.710510
	Iteration 70Q: 3 clusters Score -225482.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -225483.500000 Penalty: 802.710510
	Iteration 71Q: 3 clusters Score -225483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -225483.484375 Penalty: 802.710510
	Iteration 72Q: 3 clusters Score -225483.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -225483.968750 Penalty: 802.710510
	Iteration 73Q: 3 clusters Score -225484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -225484.203125 Penalty: 802.710510
	Iteration 74Q: 3 clusters Score -225484.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -225484.437500 Penalty: 802.710510
	Iteration 75Q: 3 clusters Score -225484.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -225484.937500 Penalty: 802.710510
	Iteration 76Q: 3 clusters Score -225484.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -225485.125000 Penalty: 802.710510
	Iteration 77Q: 3 clusters Score -225485.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -225485.484375 Penalty: 802.710510
	Iteration 78Q: 3 clusters Score -225485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -225486.093750 Penalty: 802.710510
	Iteration 79Q: 3 clusters Score -225486.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -225486.609375 Penalty: 802.710510
	Iteration 80F: 3 clusters Score -225486.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -225486.656250 Penalty: 802.710510
	Iteration 81Q: 3 clusters Score -225486.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -225486.828125 Penalty: 802.710510
	Iteration 82Q: 3 clusters Score -225486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -225487.093750 Penalty: 802.710510
	Iteration 83Q: 3 clusters Score -225487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -225487.109375 Penalty: 802.710510
	Iteration 84Q: 3 clusters Score -225487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -225487.093750 Penalty: 802.710510
	Iteration 85Q: 3 clusters Score -225487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -225486.906250 Penalty: 802.710510
	Iteration 86Q: 3 clusters Score -225486.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -225487.812500 Penalty: 802.710510
	Iteration 87Q: 3 clusters Score -225487.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -225487.609375 Penalty: 802.710510
	Iteration 88Q: 3 clusters Score -225487.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -225487.500000 Penalty: 802.710510
	Iteration 89Q: 3 clusters Score -225487.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -225487.140625 Penalty: 802.710510
	Iteration 90Q: 3 clusters Score -225487.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -225487.312500 Penalty: 802.710510
	Iteration 91Q: 3 clusters Score -225487.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -225487.750000 Penalty: 802.710510
	Iteration 92Q: 3 clusters Score -225487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -225487.734375 Penalty: 802.710510
	Iteration 93Q: 3 clusters Score -225487.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -225487.671875 Penalty: 802.710510
	Iteration 94Q: 3 clusters Score -225487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -225487.765625 Penalty: 802.710510
	Iteration 95Q: 3 clusters Score -225487.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -225488.031250 Penalty: 802.710510
	Iteration 96Q: 3 clusters Score -225488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -225488.828125 Penalty: 802.710510
	Iteration 97Q: 3 clusters Score -225488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -225488.859375 Penalty: 802.710510
	Iteration 98Q: 3 clusters Score -225488.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -225488.750000 Penalty: 802.710510
	Iteration 99Q: 3 clusters Score -225488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -225489.125000 Penalty: 802.710510
	Iteration 100F: 3 clusters Score -225489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -225488.984375 Penalty: 802.710510
	Iteration 101Q: 3 clusters Score -225489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -225489.750000 Penalty: 802.710510
	Iteration 102Q: 3 clusters Score -225489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -225489.687500 Penalty: 802.710510
	Iteration 103Q: 3 clusters Score -225489.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -225490.093750 Penalty: 802.710510
	Iteration 104Q: 3 clusters Score -225490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -225490.875000 Penalty: 802.710510
	Iteration 105Q: 3 clusters Score -225490.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -225492.109375 Penalty: 802.710510
	Iteration 106Q: 3 clusters Score -225492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -225491.984375 Penalty: 802.710510
	Iteration 107Q: 3 clusters Score -225492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -225493.046875 Penalty: 802.710510
	Iteration 108Q: 3 clusters Score -225493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -225493.562500 Penalty: 802.710510
	Iteration 109Q: 3 clusters Score -225493.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -225493.734375 Penalty: 802.710510
	Iteration 110Q: 3 clusters Score -225493.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -225493.984375 Penalty: 802.710510
	Iteration 111Q: 3 clusters Score -225494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -225493.968750 Penalty: 802.710510
	Iteration 112Q: 3 clusters Score -225494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -225494.171875 Penalty: 802.710510
	Iteration 113Q: 3 clusters Score -225494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -225494.125000 Penalty: 802.710510
	Iteration 114Q: 3 clusters Score -225494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -225494.078125 Penalty: 802.710510
	Iteration 115Q: 3 clusters Score -225494.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -225494.453125 Penalty: 802.710510
	Iteration 116Q: 3 clusters Score -225494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -225493.828125 Penalty: 802.710510
	Iteration 117Q: 3 clusters Score -225493.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -225494.265625 Penalty: 802.710510
	Iteration 118Q: 3 clusters Score -225494.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -225494.546875 Penalty: 802.710510
	Iteration 119Q: 3 clusters Score -225494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -225494.109375 Penalty: 802.710510
	Iteration 120F: 3 clusters Score -225494.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -225494.703125 Penalty: 802.710510
	Iteration 121Q: 3 clusters Score -225494.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -225494.812500 Penalty: 802.710510
	Iteration 122Q: 3 clusters Score -225494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -225495.406250 Penalty: 802.710510
	Iteration 123Q: 3 clusters Score -225495.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -225495.812500 Penalty: 802.710510
	Iteration 124Q: 3 clusters Score -225495.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -225495.781250 Penalty: 802.710510
	Iteration 125Q: 3 clusters Score -225495.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -225495.875000 Penalty: 802.710510
	Iteration 126Q: 3 clusters Score -225495.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -225496.781250 Penalty: 802.710510
	Iteration 127Q: 3 clusters Score -225496.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -225496.406250 Penalty: 802.710510
	Iteration 128Q: 3 clusters Score -225496.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -225497.640625 Penalty: 802.710510
	Iteration 129Q: 3 clusters Score -225497.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -225498.093750 Penalty: 802.710510
	Iteration 130Q: 3 clusters Score -225498.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -225499.078125 Penalty: 802.710510
	Iteration 131Q: 3 clusters Score -225499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -225499.968750 Penalty: 802.710510
	Iteration 132Q: 3 clusters Score -225500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -225500.984375 Penalty: 802.710510
	Iteration 133Q: 3 clusters Score -225501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -225502.484375 Penalty: 802.710510
	Iteration 134Q: 3 clusters Score -225502.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -225504.328125 Penalty: 802.710510
	Iteration 135Q: 3 clusters Score -225504.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -225506.859375 Penalty: 802.710510
	Iteration 136Q: 3 clusters Score -225506.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -225508.625000 Penalty: 802.710510
	Iteration 137Q: 3 clusters Score -225508.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -225512.984375 Penalty: 802.710510
	Iteration 138Q: 3 clusters Score -225513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -225516.390625 Penalty: 802.710510
	Iteration 139Q: 3 clusters Score -225516.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -225520.515625 Penalty: 802.710510
	Iteration 140F: 3 clusters Score -225520.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -225522.906250 Penalty: 802.710510
	Iteration 141Q: 3 clusters Score -225522.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -225524.484375 Penalty: 802.710510
	Iteration 142Q: 3 clusters Score -225524.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -225525.312500 Penalty: 802.710510
	Iteration 143Q: 3 clusters Score -225525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -225526.140625 Penalty: 802.710510
	Iteration 144Q: 3 clusters Score -225526.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -225527.125000 Penalty: 802.710510
	Iteration 145Q: 3 clusters Score -225527.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -225528.640625 Penalty: 802.710510
	Iteration 146Q: 3 clusters Score -225528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -225529.484375 Penalty: 802.710510
	Iteration 147Q: 3 clusters Score -225529.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -225531.125000 Penalty: 802.710510
	Iteration 148Q: 3 clusters Score -225531.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -225531.500000 Penalty: 802.710510
	Iteration 149Q: 3 clusters Score -225531.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -225532.015625 Penalty: 802.710510
	Iteration 150Q: 3 clusters Score -225532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -225532.453125 Penalty: 802.710510
	Iteration 151Q: 3 clusters Score -225532.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -225532.562500 Penalty: 802.710510
	Iteration 152Q: 3 clusters Score -225532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -225532.296875 Penalty: 802.710510
	Iteration 153Q: 3 clusters Score -225532.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -225532.328125 Penalty: 802.710510
	Iteration 154Q: 3 clusters Score -225532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -225533.046875 Penalty: 802.710510
	Iteration 155Q: 3 clusters Score -225533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -225533.265625 Penalty: 802.710510
	Iteration 156Q: 3 clusters Score -225533.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -225532.828125 Penalty: 802.710510
	Iteration 157Q: 3 clusters Score -225532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -225533.250000 Penalty: 802.710510
	Iteration 158Q: 3 clusters Score -225533.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -225532.921875 Penalty: 802.710510
	Iteration 159Q: 3 clusters Score -225532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -225532.796875 Penalty: 802.710510
	Iteration 160F: 3 clusters Score -225532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -225532.875000 Penalty: 802.710510
	Iteration 161Q: 3 clusters Score -225532.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -225533.437500 Penalty: 802.710510
	Iteration 162Q: 3 clusters Score -225533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -225533.265625 Penalty: 802.710510
	Iteration 163Q: 3 clusters Score -225533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -225533.640625 Penalty: 802.710510
	Iteration 164Q: 3 clusters Score -225533.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -225534.234375 Penalty: 802.710510
	Iteration 165Q: 3 clusters Score -225534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -225534.593750 Penalty: 802.710510
	Iteration 166Q: 3 clusters Score -225534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -225535.093750 Penalty: 802.710510
	Iteration 167Q: 3 clusters Score -225535.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -225535.390625 Penalty: 802.710510
	Iteration 168Q: 3 clusters Score -225535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -225535.312500 Penalty: 802.710510
	Iteration 169Q: 3 clusters Score -225535.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -225536.031250 Penalty: 802.710510
	Iteration 170Q: 3 clusters Score -225536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -225536.515625 Penalty: 802.710510
	Iteration 171Q: 3 clusters Score -225536.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -225536.203125 Penalty: 802.710510
	Iteration 172Q: 3 clusters Score -225536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -225536.906250 Penalty: 802.710510
	Iteration 173Q: 3 clusters Score -225536.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -225537.578125 Penalty: 802.710510
	Iteration 174Q: 3 clusters Score -225537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -225538.156250 Penalty: 802.710510
	Iteration 175Q: 3 clusters Score -225538.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -225539.031250 Penalty: 802.710510
	Iteration 176Q: 3 clusters Score -225539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -225539.296875 Penalty: 802.710510
	Iteration 177Q: 3 clusters Score -225539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -225539.359375 Penalty: 802.710510
	Iteration 178Q: 3 clusters Score -225539.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -225539.968750 Penalty: 802.710510
	Iteration 179Q: 3 clusters Score -225540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -225539.468750 Penalty: 802.710510
	Iteration 180F: 3 clusters Score -225539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -625703.125000 Penalty: 449.895599
	Iteration 0F: 2 clusters Score -625703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -612613.625000 Penalty: 899.791199
	Iteration 0F: 3 clusters Score -612613.6 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -618012.062500 Penalty: 899.791199
	Iteration 1F: 3 clusters Score -618012.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -618489.375000 Penalty: 899.791199
	Iteration 2F: 3 clusters Score -618489.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -619229.750000 Penalty: 899.791199
	Iteration 3F: 3 clusters Score -619229.8 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -620267.812500 Penalty: 899.791199
	Iteration 4F: 3 clusters Score -620267.8 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -621605.812500 Penalty: 899.791199
	Iteration 5F: 3 clusters Score -621605.8 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -622821.250000 Penalty: 899.791199
	Iteration 6F: 3 clusters Score -622821.2 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -623526.937500 Penalty: 899.791199
	Iteration 7F: 3 clusters Score -623526.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -623844.250000 Penalty: 899.791199
	Iteration 8Q: 3 clusters Score -623844.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -624038.437500 Penalty: 899.791199
	Iteration 9Q: 3 clusters Score -624038.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -624166.312500 Penalty: 899.791199
	Iteration 10Q: 3 clusters Score -624166.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -624275.250000 Penalty: 899.791199
	Iteration 11Q: 3 clusters Score -624275.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -624375.187500 Penalty: 899.791199
	Iteration 12Q: 3 clusters Score -624375.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -624465.812500 Penalty: 899.791199
	Iteration 13Q: 3 clusters Score -624465.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -624546.687500 Penalty: 899.791199
	Iteration 14Q: 3 clusters Score -624546.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -624631.062500 Penalty: 899.791199
	Iteration 15Q: 3 clusters Score -624631.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -624716.562500 Penalty: 899.791199
	Iteration 16Q: 3 clusters Score -624716.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -624795.437500 Penalty: 899.791199
	Iteration 17Q: 3 clusters Score -624795.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -624865.000000 Penalty: 899.791199
	Iteration 18Q: 3 clusters Score -624865 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -624918.000000 Penalty: 899.791199
	Iteration 19Q: 3 clusters Score -624918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -624958.750000 Penalty: 899.791199
	Iteration 20F: 3 clusters Score -624958.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -624989.562500 Penalty: 899.791199
	Iteration 21Q: 3 clusters Score -624989.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -625008.937500 Penalty: 899.791199
	Iteration 22Q: 3 clusters Score -625008.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -625032.375000 Penalty: 899.791199
	Iteration 23Q: 3 clusters Score -625032.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -625055.562500 Penalty: 899.791199
	Iteration 24Q: 3 clusters Score -625055.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -625083.125000 Penalty: 899.791199
	Iteration 25Q: 3 clusters Score -625083.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -625115.625000 Penalty: 899.791199
	Iteration 26Q: 3 clusters Score -625115.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -625151.000000 Penalty: 899.791199
	Iteration 27Q: 3 clusters Score -625151 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -625183.187500 Penalty: 899.791199
	Iteration 28Q: 3 clusters Score -625183.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -625209.562500 Penalty: 899.791199
	Iteration 29Q: 3 clusters Score -625209.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -625236.625000 Penalty: 899.791199
	Iteration 30Q: 3 clusters Score -625236.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -625253.125000 Penalty: 899.791199
	Iteration 31Q: 3 clusters Score -625253.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -625265.250000 Penalty: 899.791199
	Iteration 32Q: 3 clusters Score -625265.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -625277.000000 Penalty: 899.791199
	Iteration 33Q: 3 clusters Score -625277 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -625290.875000 Penalty: 899.791199
	Iteration 34Q: 3 clusters Score -625290.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -625299.250000 Penalty: 899.791199
	Iteration 35Q: 3 clusters Score -625299.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -625306.937500 Penalty: 899.791199
	Iteration 36Q: 3 clusters Score -625306.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -625310.937500 Penalty: 899.791199
	Iteration 37Q: 3 clusters Score -625310.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -625315.562500 Penalty: 899.791199
	Iteration 38Q: 3 clusters Score -625315.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -625317.750000 Penalty: 899.791199
	Iteration 39Q: 3 clusters Score -625317.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -625318.562500 Penalty: 899.791199
	Iteration 40F: 3 clusters Score -625318.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -625319.812500 Penalty: 899.791199
	Iteration 41Q: 3 clusters Score -625319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -625322.250000 Penalty: 899.791199
	Iteration 42Q: 3 clusters Score -625322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -625326.562500 Penalty: 899.791199
	Iteration 43Q: 3 clusters Score -625326.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -625332.000000 Penalty: 899.791199
	Iteration 44Q: 3 clusters Score -625332 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -625340.750000 Penalty: 899.791199
	Iteration 45Q: 3 clusters Score -625340.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -625349.312500 Penalty: 899.791199
	Iteration 46Q: 3 clusters Score -625349.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -625358.250000 Penalty: 899.791199
	Iteration 47Q: 3 clusters Score -625358.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -625366.250000 Penalty: 899.791199
	Iteration 48Q: 3 clusters Score -625366.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -625369.812500 Penalty: 899.791199
	Iteration 49Q: 3 clusters Score -625369.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -625373.937500 Penalty: 899.791199
	Iteration 50Q: 3 clusters Score -625373.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -625378.250000 Penalty: 899.791199
	Iteration 51Q: 3 clusters Score -625378.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -625381.500000 Penalty: 899.791199
	Iteration 52Q: 3 clusters Score -625381.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -625385.562500 Penalty: 899.791199
	Iteration 53Q: 3 clusters Score -625385.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -625389.437500 Penalty: 899.791199
	Iteration 54Q: 3 clusters Score -625389.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -625391.000000 Penalty: 899.791199
	Iteration 55Q: 3 clusters Score -625391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -625393.187500 Penalty: 899.791199
	Iteration 56Q: 3 clusters Score -625393.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -625396.812500 Penalty: 899.791199
	Iteration 57Q: 3 clusters Score -625396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -625400.875000 Penalty: 899.791199
	Iteration 58Q: 3 clusters Score -625400.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -625402.562500 Penalty: 899.791199
	Iteration 59Q: 3 clusters Score -625402.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -625403.437500 Penalty: 899.791199
	Iteration 60F: 3 clusters Score -625403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -625404.750000 Penalty: 899.791199
	Iteration 61Q: 3 clusters Score -625404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -625407.125000 Penalty: 899.791199
	Iteration 62Q: 3 clusters Score -625407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -625406.625000 Penalty: 899.791199
	Iteration 63Q: 3 clusters Score -625406.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -625406.687500 Penalty: 899.791199
	Iteration 64Q: 3 clusters Score -625406.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -625407.562500 Penalty: 899.791199
	Iteration 65Q: 3 clusters Score -625407.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -625408.562500 Penalty: 899.791199
	Iteration 66Q: 3 clusters Score -625408.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -625407.812500 Penalty: 899.791199
	Iteration 67Q: 3 clusters Score -625407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -625408.562500 Penalty: 899.791199
	Iteration 68Q: 3 clusters Score -625408.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -625409.187500 Penalty: 899.791199
	Iteration 69Q: 3 clusters Score -625409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -625409.125000 Penalty: 899.791199
	Iteration 70Q: 3 clusters Score -625409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -625408.937500 Penalty: 899.791199
	Iteration 71Q: 3 clusters Score -625408.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -625410.562500 Penalty: 899.791199
	Iteration 72Q: 3 clusters Score -625410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -625411.125000 Penalty: 899.791199
	Iteration 73Q: 3 clusters Score -625411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -625411.187500 Penalty: 899.791199
	Iteration 74Q: 3 clusters Score -625411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -625411.125000 Penalty: 899.791199
	Iteration 75Q: 3 clusters Score -625411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -625412.125000 Penalty: 899.791199
	Iteration 76Q: 3 clusters Score -625412.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -625412.500000 Penalty: 899.791199
	Iteration 77Q: 3 clusters Score -625412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -625411.687500 Penalty: 899.791199
	Iteration 78Q: 3 clusters Score -625411.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -625411.687500 Penalty: 899.791199
	Iteration 79F: 3 clusters Score -625411.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Entering Unmasked Estep 
Score: -48913.566406 Penalty: 331.146210
	Iteration 0F: 2 clusters Score -48913.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -47856.191406 Penalty: 662.292419
	Iteration 0F: 3 clusters Score -47856.19 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -48193.558594 Penalty: 662.292419
	Iteration 1F: 3 clusters Score -48193.56 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -48279.832031 Penalty: 662.292419
	Iteration 2F: 3 clusters Score -48279.83 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -48363.589844 Penalty: 662.292419
	Iteration 3F: 3 clusters Score -48363.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -48416.761719 Penalty: 662.292419
	Iteration 4F: 3 clusters Score -48416.76 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -48464.171875 Penalty: 662.292419
	Iteration 5Q: 3 clusters Score -48464.17 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -48502.394531 Penalty: 662.292419
	Iteration 6Q: 3 clusters Score -48502.39 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -48539.218750 Penalty: 662.292419
	Iteration 7Q: 3 clusters Score -48539.22 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -48569.429688 Penalty: 662.292419
	Iteration 8Q: 3 clusters Score -48569.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -48597.000000 Penalty: 662.292419
	Iteration 9Q: 3 clusters Score -48597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48625.750000 Penalty: 662.292419
	Iteration 10Q: 3 clusters Score -48625.75 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -48655.710938 Penalty: 662.292419
	Iteration 11Q: 3 clusters Score -48655.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -48671.011719 Penalty: 662.292419
	Iteration 12Q: 3 clusters Score -48671.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -48681.546875 Penalty: 662.292419
	Iteration 13Q: 3 clusters Score -48681.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -48689.730469 Penalty: 662.292419
	Iteration 14Q: 3 clusters Score -48689.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -48697.562500 Penalty: 662.292419
	Iteration 15Q: 3 clusters Score -48697.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -48703.191406 Penalty: 662.292419
	Iteration 16Q: 3 clusters Score -48703.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -48707.937500 Penalty: 662.292419
	Iteration 17Q: 3 clusters Score -48707.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -48711.730469 Penalty: 662.292419
	Iteration 18Q: 3 clusters Score -48711.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -48714.867188 Penalty: 662.292419
	Iteration 19Q: 3 clusters Score -48714.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -48716.832031 Penalty: 662.292419
	Iteration 20F: 3 clusters Score -48716.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -48718.972656 Penalty: 662.292419
	Iteration 21Q: 3 clusters Score -48718.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -48723.882812 Penalty: 662.292419
	Iteration 22Q: 3 clusters Score -48723.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -48731.121094 Penalty: 662.292419
	Iteration 23Q: 3 clusters Score -48731.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -48737.570312 Penalty: 662.292419
	Iteration 24Q: 3 clusters Score -48737.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -48744.265625 Penalty: 662.292419
	Iteration 25Q: 3 clusters Score -48744.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -48748.812500 Penalty: 662.292419
	Iteration 26Q: 3 clusters Score -48748.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -48751.273438 Penalty: 662.292419
	Iteration 27Q: 3 clusters Score -48751.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48751.957031 Penalty: 662.292419
	Iteration 28Q: 3 clusters Score -48751.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -48751.957031 Penalty: 662.292419
	Iteration 29F: 3 clusters Score -48751.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Entering Unmasked Estep 
Score: -851925.437500 Penalty: 464.288696
	Iteration 0F: 2 clusters Score -851925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -834098.562500 Penalty: 928.577393
	Iteration 0F: 3 clusters Score -834098.6 nChanged 12967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -842353.125000 Penalty: 928.577393
	Iteration 1F: 3 clusters Score -842353.1 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -843418.187500 Penalty: 928.577393
	Iteration 2F: 3 clusters Score -843418.2 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -844797.562500 Penalty: 928.577393
	Iteration 3F: 3 clusters Score -844797.6 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -846403.312500 Penalty: 928.577393
	Iteration 4F: 3 clusters Score -846403.3 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -847923.375000 Penalty: 928.577393
	Iteration 5F: 3 clusters Score -847923.4 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -849140.187500 Penalty: 928.577393
	Iteration 6F: 3 clusters Score -849140.2 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -850024.625000 Penalty: 928.577393
	Iteration 7Q: 3 clusters Score -850024.6 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -850608.187500 Penalty: 928.577393
	Iteration 8Q: 3 clusters Score -850608.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -850964.187500 Penalty: 928.577393
	Iteration 9Q: 3 clusters Score -850964.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -851221.625000 Penalty: 928.577393
	Iteration 10Q: 3 clusters Score -851221.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -851389.875000 Penalty: 928.577393
	Iteration 11Q: 3 clusters Score -851389.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -851507.000000 Penalty: 928.577393
	Iteration 12Q: 3 clusters Score -851507 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -851575.625000 Penalty: 928.577393
	Iteration 13Q: 3 clusters Score -851575.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -851623.125000 Penalty: 928.577393
	Iteration 14Q: 3 clusters Score -851623.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -851664.250000 Penalty: 928.577393
	Iteration 15Q: 3 clusters Score -851664.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -851690.500000 Penalty: 928.577393
	Iteration 16Q: 3 clusters Score -851690.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -851718.437500 Penalty: 928.577393
	Iteration 17Q: 3 clusters Score -851718.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -851743.875000 Penalty: 928.577393
	Iteration 18Q: 3 clusters Score -851743.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -851765.375000 Penalty: 928.577393
	Iteration 19Q: 3 clusters Score -851765.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -851790.687500 Penalty: 928.577393
	Iteration 20F: 3 clusters Score -851790.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -851814.687500 Penalty: 928.577393
	Iteration 21Q: 3 clusters Score -851814.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -851835.625000 Penalty: 928.577393
	Iteration 22Q: 3 clusters Score -851835.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -851857.125000 Penalty: 928.577393
	Iteration 23Q: 3 clusters Score -851857.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -851878.312500 Penalty: 928.577393
	Iteration 24Q: 3 clusters Score -851878.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22792 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -851908.937500 Penalty: 928.577393
	Iteration 25Q: 3 clusters Score -851908.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -851925.125000 Penalty: 928.577393
	Iteration 26Q: 3 clusters Score -851925.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -851947.750000 Penalty: 928.577393
	Iteration 27Q: 3 clusters Score -851947.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -851973.937500 Penalty: 928.577393
	Iteration 28Q: 3 clusters Score -851973.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -851991.750000 Penalty: 928.577393
	Iteration 29Q: 3 clusters Score -851991.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -852005.375000 Penalty: 928.577393
	Iteration 30Q: 3 clusters Score -852005.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -852022.812500 Penalty: 928.577393
	Iteration 31Q: 3 clusters Score -852022.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -852038.000000 Penalty: 928.577393
	Iteration 32Q: 3 clusters Score -852038 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -852056.562500 Penalty: 928.577393
	Iteration 33Q: 3 clusters Score -852056.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -852065.562500 Penalty: 928.577393
	Iteration 34Q: 3 clusters Score -852065.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -852079.812500 Penalty: 928.577393
	Iteration 35Q: 3 clusters Score -852079.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -852093.062500 Penalty: 928.577393
	Iteration 36Q: 3 clusters Score -852093.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -852108.812500 Penalty: 928.577393
	Iteration 37Q: 3 clusters Score -852108.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -852119.375000 Penalty: 928.577393
	Iteration 38Q: 3 clusters Score -852119.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -852125.437500 Penalty: 928.577393
	Iteration 39Q: 3 clusters Score -852125.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -852129.250000 Penalty: 928.577393
	Iteration 40F: 3 clusters Score -852129.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -852132.500000 Penalty: 928.577393
	Iteration 41Q: 3 clusters Score -852132.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -852139.625000 Penalty: 928.577393
	Iteration 42Q: 3 clusters Score -852139.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -852140.750000 Penalty: 928.577393
	Iteration 43Q: 3 clusters Score -852140.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -852143.062500 Penalty: 928.577393
	Iteration 44Q: 3 clusters Score -852143.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -852145.937500 Penalty: 928.577393
	Iteration 45Q: 3 clusters Score -852145.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -852146.750000 Penalty: 928.577393
	Iteration 46Q: 3 clusters Score -852146.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -852149.750000 Penalty: 928.577393
	Iteration 47Q: 3 clusters Score -852149.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -852153.312500 Penalty: 928.577393
	Iteration 48Q: 3 clusters Score -852153.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -852155.125000 Penalty: 928.577393
	Iteration 49Q: 3 clusters Score -852155.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -852156.000000 Penalty: 928.577393
	Iteration 50Q: 3 clusters Score -852156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -852159.437500 Penalty: 928.577393
	Iteration 51Q: 3 clusters Score -852159.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -852158.937500 Penalty: 928.577393
	Iteration 52Q: 3 clusters Score -852158.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -852158.750000 Penalty: 928.577393
	Iteration 53Q: 3 clusters Score -852158.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -852160.250000 Penalty: 928.577393
	Iteration 54Q: 3 clusters Score -852160.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -852161.500000 Penalty: 928.577393
	Iteration 55Q: 3 clusters Score -852161.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -852162.625000 Penalty: 928.577393
	Iteration 56Q: 3 clusters Score -852162.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -852160.687500 Penalty: 928.577393
	Iteration 57Q: 3 clusters Score -852160.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -852161.562500 Penalty: 928.577393
	Iteration 58Q: 3 clusters Score -852161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -852161.375000 Penalty: 928.577393
	Iteration 59Q: 3 clusters Score -852161.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -852161.625000 Penalty: 928.577393
	Iteration 60F: 3 clusters Score -852161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -852163.125000 Penalty: 928.577393
	Iteration 61Q: 3 clusters Score -852163.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -852163.437500 Penalty: 928.577393
	Iteration 62Q: 3 clusters Score -852163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -852164.000000 Penalty: 928.577393
	Iteration 63Q: 3 clusters Score -852164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -852164.062500 Penalty: 928.577393
	Iteration 64Q: 3 clusters Score -852164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -852164.500000 Penalty: 928.577393
	Iteration 65Q: 3 clusters Score -852164.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -852166.812500 Penalty: 928.577393
	Iteration 66Q: 3 clusters Score -852166.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -852165.875000 Penalty: 928.577393
	Iteration 67Q: 3 clusters Score -852165.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -852167.062500 Penalty: 928.577393
	Iteration 68Q: 3 clusters Score -852167.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -852166.625000 Penalty: 928.577393
	Iteration 69Q: 3 clusters Score -852166.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -852166.125000 Penalty: 928.577393
	Iteration 70Q: 3 clusters Score -852166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -852166.125000 Penalty: 928.577393
	Iteration 71F: 3 clusters Score -852166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 6 contains 19689 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 13 contains 24775 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 24037 members 
Mstep: Class 17 contains 369528 members 
Mstep: Class 18 contains 218547 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 50888 members 
Mstep: Class 21 contains 2779 members 
Mstep: Class 22 contains 1787 members 
Entering Unmasked Estep 
Score: -21487388.000000 Penalty: 9211.357422
Splitting cluster 13 changes total score from -21486932.000000 to -21487388.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -37486.488281 Penalty: 316.868164
	Iteration 0F: 2 clusters Score -37486.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -36633.753906 Penalty: 633.736328
	Iteration 0F: 3 clusters Score -36633.75 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -36857.570312 Penalty: 633.736328
	Iteration 1F: 3 clusters Score -36857.57 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -36918.757812 Penalty: 633.736328
	Iteration 2F: 3 clusters Score -36918.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -36959.281250 Penalty: 633.736328
	Iteration 3F: 3 clusters Score -36959.28 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -36997.753906 Penalty: 633.736328
	Iteration 4F: 3 clusters Score -36997.75 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -37020.167969 Penalty: 633.736328
	Iteration 5Q: 3 clusters Score -37020.17 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37039.535156 Penalty: 633.736328
	Iteration 6Q: 3 clusters Score -37039.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -37054.515625 Penalty: 633.736328
	Iteration 7Q: 3 clusters Score -37054.52 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -37064.390625 Penalty: 633.736328
	Iteration 8Q: 3 clusters Score -37064.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -37073.972656 Penalty: 633.736328
	Iteration 9Q: 3 clusters Score -37073.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -37083.910156 Penalty: 633.736328
	Iteration 10Q: 3 clusters Score -37083.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -37101.636719 Penalty: 633.736328
	Iteration 11Q: 3 clusters Score -37101.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -37127.214844 Penalty: 633.736328
	Iteration 12Q: 3 clusters Score -37127.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -37145.175781 Penalty: 633.736328
	Iteration 13Q: 3 clusters Score -37145.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -37154.160156 Penalty: 633.736328
	Iteration 14Q: 3 clusters Score -37154.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -37156.859375 Penalty: 633.736328
	Iteration 15Q: 3 clusters Score -37156.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -37158.656250 Penalty: 633.736328
	Iteration 16Q: 3 clusters Score -37158.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -37160.253906 Penalty: 633.736328
	Iteration 17Q: 3 clusters Score -37160.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -37160.949219 Penalty: 633.736328
	Iteration 18Q: 3 clusters Score -37160.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -37161.230469 Penalty: 633.736328
	Iteration 19Q: 3 clusters Score -37161.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -37161.230469 Penalty: 633.736328
	Iteration 20F: 3 clusters Score -37161.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Entering Unmasked Estep 
Score: -667242.562500 Penalty: 458.974426
	Iteration 0F: 2 clusters Score -667242.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -651224.187500 Penalty: 917.948853
	Iteration 0F: 3 clusters Score -651224.2 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -659456.875000 Penalty: 917.948853
	Iteration 1F: 3 clusters Score -659456.9 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -660749.687500 Penalty: 917.948853
	Iteration 2F: 3 clusters Score -660749.7 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -661702.187500 Penalty: 917.948853
	Iteration 3F: 3 clusters Score -661702.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -662507.625000 Penalty: 917.948853
	Iteration 4F: 3 clusters Score -662507.6 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -663132.437500 Penalty: 917.948853
	Iteration 5F: 3 clusters Score -663132.4 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -663626.437500 Penalty: 917.948853
	Iteration 6Q: 3 clusters Score -663626.4 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -663964.000000 Penalty: 917.948853
	Iteration 7Q: 3 clusters Score -663964 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -664173.000000 Penalty: 917.948853
	Iteration 8Q: 3 clusters Score -664173 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -664330.937500 Penalty: 917.948853
	Iteration 9Q: 3 clusters Score -664330.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -664461.000000 Penalty: 917.948853
	Iteration 10Q: 3 clusters Score -664461 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -664571.437500 Penalty: 917.948853
	Iteration 11Q: 3 clusters Score -664571.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -664688.812500 Penalty: 917.948853
	Iteration 12Q: 3 clusters Score -664688.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -664820.562500 Penalty: 917.948853
	Iteration 13Q: 3 clusters Score -664820.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -664960.750000 Penalty: 917.948853
	Iteration 14Q: 3 clusters Score -664960.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -665124.500000 Penalty: 917.948853
	Iteration 15Q: 3 clusters Score -665124.5 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -665312.250000 Penalty: 917.948853
	Iteration 16Q: 3 clusters Score -665312.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -665546.812500 Penalty: 917.948853
	Iteration 17Q: 3 clusters Score -665546.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -665795.062500 Penalty: 917.948853
	Iteration 18Q: 3 clusters Score -665795.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -666061.687500 Penalty: 917.948853
	Iteration 19Q: 3 clusters Score -666061.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -666345.375000 Penalty: 917.948853
	Iteration 20F: 3 clusters Score -666345.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -666636.375000 Penalty: 917.948853
	Iteration 21Q: 3 clusters Score -666636.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -666915.437500 Penalty: 917.948853
	Iteration 22Q: 3 clusters Score -666915.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -667174.500000 Penalty: 917.948853
	Iteration 23Q: 3 clusters Score -667174.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -667446.500000 Penalty: 917.948853
	Iteration 24Q: 3 clusters Score -667446.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -667630.562500 Penalty: 917.948853
	Iteration 25Q: 3 clusters Score -667630.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -667715.187500 Penalty: 917.948853
	Iteration 26Q: 3 clusters Score -667715.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -667743.000000 Penalty: 917.948853
	Iteration 27Q: 3 clusters Score -667743 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -667750.812500 Penalty: 917.948853
	Iteration 28Q: 3 clusters Score -667750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -667752.437500 Penalty: 917.948853
	Iteration 29Q: 3 clusters Score -667752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -667755.000000 Penalty: 917.948853
	Iteration 30Q: 3 clusters Score -667755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -667755.000000 Penalty: 917.948853
	Iteration 31Q: 3 clusters Score -667755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -667754.750000 Penalty: 917.948853
	Iteration 32Q: 3 clusters Score -667754.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -667755.375000 Penalty: 917.948853
	Iteration 33Q: 3 clusters Score -667755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -667839.625000 Penalty: 917.948853
	Iteration 34F: 3 clusters Score -667839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -667875.750000 Penalty: 917.948853
	Iteration 35Q: 3 clusters Score -667875.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -667888.500000 Penalty: 917.948853
	Iteration 36Q: 3 clusters Score -667888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -667890.250000 Penalty: 917.948853
	Iteration 37Q: 3 clusters Score -667890.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -667891.375000 Penalty: 917.948853
	Iteration 38Q: 3 clusters Score -667891.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -667892.750000 Penalty: 917.948853
	Iteration 39Q: 3 clusters Score -667892.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -667895.812500 Penalty: 917.948853
	Iteration 40F: 3 clusters Score -667895.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -667899.625000 Penalty: 917.948853
	Iteration 41Q: 3 clusters Score -667899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -667900.250000 Penalty: 917.948853
	Iteration 42Q: 3 clusters Score -667900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -667900.250000 Penalty: 917.948853
	Iteration 43F: 3 clusters Score -667900.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 381 members 
Mstep: Class 6 contains 19689 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 13 contains 24775 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 23656 members 
Mstep: Class 17 contains 369528 members 
Mstep: Class 18 contains 218547 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 50888 members 
Mstep: Class 21 contains 2779 members 
Mstep: Class 22 contains 1787 members 
Entering Unmasked Estep 
Score: -21487856.000000 Penalty: 9825.448242
Splitting cluster 15 changes total score from -21486932.000000 to -21487856.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 17 (369528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369528 members 
Entering Unmasked Estep 
Score: -11649221.000000 Penalty: 583.309143
	Iteration 0F: 2 clusters Score -1.164922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184587 members 
Mstep: Class 2 contains 184941 members 
Entering Unmasked Estep 
Score: -11397070.000000 Penalty: 1166.618286
	Iteration 0F: 3 clusters Score -1.139707e+07 nChanged 182642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163151 members 
Mstep: Class 2 contains 206377 members 
Entering Unmasked Estep 
Score: -11519234.000000 Penalty: 1166.618286
	Iteration 1F: 3 clusters Score -1.151923e+07 nChanged 21856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Mstep: Class 2 contains 219475 members 
Entering Unmasked Estep 
Score: -11530035.000000 Penalty: 1166.618286
	Iteration 2F: 3 clusters Score -1.153004e+07 nChanged 24859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133628 members 
Mstep: Class 2 contains 235900 members 
Entering Unmasked Estep 
Score: -11544218.000000 Penalty: 1166.618286
	Iteration 3F: 3 clusters Score -1.154422e+07 nChanged 25970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114760 members 
Mstep: Class 2 contains 254768 members 
Entering Unmasked Estep 
Score: -11560850.000000 Penalty: 1166.618286
	Iteration 4F: 3 clusters Score -1.156085e+07 nChanged 23730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96038 members 
Mstep: Class 2 contains 273490 members 
Entering Unmasked Estep 
Score: -11578213.000000 Penalty: 1166.618286
	Iteration 5F: 3 clusters Score -1.157821e+07 nChanged 19757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79801 members 
Mstep: Class 2 contains 289727 members 
Entering Unmasked Estep 
Score: -11596591.000000 Penalty: 1166.618286
	Iteration 6F: 3 clusters Score -1.159659e+07 nChanged 14792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68269 members 
Mstep: Class 2 contains 301259 members 
Entering Unmasked Estep 
Score: -11614163.000000 Penalty: 1166.618286
	Iteration 7Q: 3 clusters Score -1.161416e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 307734 members 
Entering Unmasked Estep 
Score: -11624679.000000 Penalty: 1166.618286
	Iteration 8Q: 3 clusters Score -1.162468e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57162 members 
Mstep: Class 2 contains 312366 members 
Entering Unmasked Estep 
Score: -11628618.000000 Penalty: 1166.618286
	Iteration 9Q: 3 clusters Score -1.162862e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52703 members 
Mstep: Class 2 contains 316825 members 
Entering Unmasked Estep 
Score: -11630600.000000 Penalty: 1166.618286
	Iteration 10Q: 3 clusters Score -1.16306e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48460 members 
Mstep: Class 2 contains 321068 members 
Entering Unmasked Estep 
Score: -11632225.000000 Penalty: 1166.618286
	Iteration 11Q: 3 clusters Score -1.163222e+07 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44353 members 
Mstep: Class 2 contains 325175 members 
Entering Unmasked Estep 
Score: -11633612.000000 Penalty: 1166.618286
	Iteration 12Q: 3 clusters Score -1.163361e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 329107 members 
Entering Unmasked Estep 
Score: -11635100.000000 Penalty: 1166.618286
	Iteration 13Q: 3 clusters Score -1.16351e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 332859 members 
Entering Unmasked Estep 
Score: -11636518.000000 Penalty: 1166.618286
	Iteration 14Q: 3 clusters Score -1.163652e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 336431 members 
Entering Unmasked Estep 
Score: -11637836.000000 Penalty: 1166.618286
	Iteration 15Q: 3 clusters Score -1.163784e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 339725 members 
Entering Unmasked Estep 
Score: -11639146.000000 Penalty: 1166.618286
	Iteration 16Q: 3 clusters Score -1.163915e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 342878 members 
Entering Unmasked Estep 
Score: -11640360.000000 Penalty: 1166.618286
	Iteration 17Q: 3 clusters Score -1.164036e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 345768 members 
Entering Unmasked Estep 
Score: -11641471.000000 Penalty: 1166.618286
	Iteration 18Q: 3 clusters Score -1.164147e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 348378 members 
Entering Unmasked Estep 
Score: -11642343.000000 Penalty: 1166.618286
	Iteration 19Q: 3 clusters Score -1.164234e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 350747 members 
Entering Unmasked Estep 
Score: -11643258.000000 Penalty: 1166.618286
	Iteration 20F: 3 clusters Score -1.164326e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16586 members 
Mstep: Class 2 contains 352942 members 
Entering Unmasked Estep 
Score: -11644157.000000 Penalty: 1166.618286
	Iteration 21Q: 3 clusters Score -1.164416e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 354903 members 
Entering Unmasked Estep 
Score: -11644922.000000 Penalty: 1166.618286
	Iteration 22Q: 3 clusters Score -1.164492e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 356653 members 
Entering Unmasked Estep 
Score: -11645600.000000 Penalty: 1166.618286
	Iteration 23Q: 3 clusters Score -1.16456e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 358239 members 
Entering Unmasked Estep 
Score: -11646296.000000 Penalty: 1166.618286
	Iteration 24Q: 3 clusters Score -1.16463e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 359601 members 
Entering Unmasked Estep 
Score: -11646910.000000 Penalty: 1166.618286
	Iteration 25Q: 3 clusters Score -1.164691e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 360734 members 
Entering Unmasked Estep 
Score: -11647348.000000 Penalty: 1166.618286
	Iteration 26Q: 3 clusters Score -1.164735e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 361720 members 
Entering Unmasked Estep 
Score: -11647728.000000 Penalty: 1166.618286
	Iteration 27Q: 3 clusters Score -1.164773e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 362520 members 
Entering Unmasked Estep 
Score: -11647949.000000 Penalty: 1166.618286
	Iteration 28Q: 3 clusters Score -1.164795e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 363215 members 
Entering Unmasked Estep 
Score: -11648228.000000 Penalty: 1166.618286
	Iteration 29Q: 3 clusters Score -1.164823e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 363824 members 
Entering Unmasked Estep 
Score: -11648415.000000 Penalty: 1166.618286
	Iteration 30Q: 3 clusters Score -1.164842e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 364333 members 
Entering Unmasked Estep 
Score: -11648590.000000 Penalty: 1166.618286
	Iteration 31Q: 3 clusters Score -1.164859e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 364784 members 
Entering Unmasked Estep 
Score: -11648730.000000 Penalty: 1166.618286
	Iteration 32Q: 3 clusters Score -1.164873e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 365218 members 
Entering Unmasked Estep 
Score: -11648864.000000 Penalty: 1166.618286
	Iteration 33Q: 3 clusters Score -1.164886e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 365581 members 
Entering Unmasked Estep 
Score: -11648947.000000 Penalty: 1166.618286
	Iteration 34Q: 3 clusters Score -1.164895e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 365863 members 
Entering Unmasked Estep 
Score: -11648994.000000 Penalty: 1166.618286
	Iteration 35Q: 3 clusters Score -1.164899e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 366098 members 
Entering Unmasked Estep 
Score: -11649089.000000 Penalty: 1166.618286
	Iteration 36Q: 3 clusters Score -1.164909e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 366279 members 
Entering Unmasked Estep 
Score: -11649125.000000 Penalty: 1166.618286
	Iteration 37Q: 3 clusters Score -1.164912e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 366438 members 
Entering Unmasked Estep 
Score: -11649164.000000 Penalty: 1166.618286
	Iteration 38Q: 3 clusters Score -1.164916e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 366575 members 
Entering Unmasked Estep 
Score: -11649188.000000 Penalty: 1166.618286
	Iteration 39Q: 3 clusters Score -1.164919e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 366678 members 
Entering Unmasked Estep 
Score: -11649229.000000 Penalty: 1166.618286
	Iteration 40F: 3 clusters Score -1.164923e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 366763 members 
Entering Unmasked Estep 
Score: -11649235.000000 Penalty: 1166.618286
	Iteration 41Q: 3 clusters Score -1.164924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 366832 members 
Entering Unmasked Estep 
Score: -11649242.000000 Penalty: 1166.618286
	Iteration 42Q: 3 clusters Score -1.164924e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 366905 members 
Entering Unmasked Estep 
Score: -11649263.000000 Penalty: 1166.618286
	Iteration 43Q: 3 clusters Score -1.164926e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 366966 members 
Entering Unmasked Estep 
Score: -11649243.000000 Penalty: 1166.618286
	Iteration 44Q: 3 clusters Score -1.164924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 367035 members 
Entering Unmasked Estep 
Score: -11649252.000000 Penalty: 1166.618286
	Iteration 45Q: 3 clusters Score -1.164925e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 367092 members 
Entering Unmasked Estep 
Score: -11649278.000000 Penalty: 1166.618286
	Iteration 46Q: 3 clusters Score -1.164928e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 367137 members 
Entering Unmasked Estep 
Score: -11649274.000000 Penalty: 1166.618286
	Iteration 47Q: 3 clusters Score -1.164927e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 367174 members 
Entering Unmasked Estep 
Score: -11649291.000000 Penalty: 1166.618286
	Iteration 48Q: 3 clusters Score -1.164929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 367203 members 
Entering Unmasked Estep 
Score: -11649299.000000 Penalty: 1166.618286
	Iteration 49Q: 3 clusters Score -1.16493e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 367228 members 
Entering Unmasked Estep 
Score: -11649300.000000 Penalty: 1166.618286
	Iteration 50Q: 3 clusters Score -1.16493e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 367248 members 
Entering Unmasked Estep 
Score: -11649319.000000 Penalty: 1166.618286
	Iteration 51Q: 3 clusters Score -1.164932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 367268 members 
Entering Unmasked Estep 
Score: -11649318.000000 Penalty: 1166.618286
	Iteration 52Q: 3 clusters Score -1.164932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 367287 members 
Entering Unmasked Estep 
Score: -11649321.000000 Penalty: 1166.618286
	Iteration 53Q: 3 clusters Score -1.164932e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 367308 members 
Entering Unmasked Estep 
Score: -11649325.000000 Penalty: 1166.618286
	Iteration 54Q: 3 clusters Score -1.164932e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 367324 members 
Entering Unmasked Estep 
Score: -11649328.000000 Penalty: 1166.618286
	Iteration 55Q: 3 clusters Score -1.164933e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 367344 members 
Entering Unmasked Estep 
Score: -11649314.000000 Penalty: 1166.618286
	Iteration 56Q: 3 clusters Score -1.164931e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 367358 members 
Entering Unmasked Estep 
Score: -11649314.000000 Penalty: 1166.618286
	Iteration 57Q: 3 clusters Score -1.164931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 367376 members 
Entering Unmasked Estep 
Score: -11649301.000000 Penalty: 1166.618286
	Iteration 58Q: 3 clusters Score -1.16493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 367392 members 
Entering Unmasked Estep 
Score: -11649305.000000 Penalty: 1166.618286
	Iteration 59Q: 3 clusters Score -1.16493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 367408 members 
Entering Unmasked Estep 
Score: -11649310.000000 Penalty: 1166.618286
	Iteration 60F: 3 clusters Score -1.164931e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 367421 members 
Entering Unmasked Estep 
Score: -11649303.000000 Penalty: 1166.618286
	Iteration 61Q: 3 clusters Score -1.16493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 367439 members 
Entering Unmasked Estep 
Score: -11649312.000000 Penalty: 1166.618286
	Iteration 62Q: 3 clusters Score -1.164931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 367458 members 
Entering Unmasked Estep 
Score: -11649308.000000 Penalty: 1166.618286
	Iteration 63Q: 3 clusters Score -1.164931e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 367477 members 
Entering Unmasked Estep 
Score: -11649303.000000 Penalty: 1166.618286
	Iteration 64Q: 3 clusters Score -1.16493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 367497 members 
Entering Unmasked Estep 
Score: -11649306.000000 Penalty: 1166.618286
	Iteration 65Q: 3 clusters Score -1.164931e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 367514 members 
Entering Unmasked Estep 
Score: -11649291.000000 Penalty: 1166.618286
	Iteration 66Q: 3 clusters Score -1.164929e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 367535 members 
Entering Unmasked Estep 
Score: -11649304.000000 Penalty: 1166.618286
	Iteration 67Q: 3 clusters Score -1.16493e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 367547 members 
Entering Unmasked Estep 
Score: -11649295.000000 Penalty: 1166.618286
	Iteration 68Q: 3 clusters Score -1.16493e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 367563 members 
Entering Unmasked Estep 
Score: -11649309.000000 Penalty: 1166.618286
	Iteration 69Q: 3 clusters Score -1.164931e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 367581 members 
Entering Unmasked Estep 
Score: -11649300.000000 Penalty: 1166.618286
	Iteration 70Q: 3 clusters Score -1.16493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 367598 members 
Entering Unmasked Estep 
Score: -11649295.000000 Penalty: 1166.618286
	Iteration 71Q: 3 clusters Score -1.16493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 367604 members 
Entering Unmasked Estep 
Score: -11649290.000000 Penalty: 1166.618286
	Iteration 72Q: 3 clusters Score -1.164929e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 367605 members 
Entering Unmasked Estep 
Score: -11649293.000000 Penalty: 1166.618286
	Iteration 73Q: 3 clusters Score -1.164929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 367605 members 
Entering Unmasked Estep 
Score: -11649293.000000 Penalty: 1166.618286
	Iteration 74F: 3 clusters Score -1.164929e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 4 contains 2240 members 
Mstep: Class 5 contains 381 members 
Mstep: Class 6 contains 19689 members 
Mstep: Class 7 contains 367605 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 13 contains 24775 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 23656 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 218547 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 50888 members 
Mstep: Class 21 contains 2779 members 
Mstep: Class 22 contains 1787 members 
Entering Unmasked Estep 
Score: -21487790.000000 Penalty: 10439.538086
Splitting cluster 17 changes total score from -21486932.000000 to -21487790.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 18 (218547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218547 members 
Entering Unmasked Estep 
Score: -6504150.000000 Penalty: 559.411377
	Iteration 0F: 2 clusters Score -6504150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109358 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -6355248.500000 Penalty: 1118.822754
	Iteration 0F: 3 clusters Score -6355248 nChanged 107905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113313 members 
Mstep: Class 2 contains 105234 members 
Entering Unmasked Estep 
Score: -6421099.000000 Penalty: 1118.822754
	Iteration 1F: 3 clusters Score -6421099 nChanged 7574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115917 members 
Mstep: Class 2 contains 102630 members 
Entering Unmasked Estep 
Score: -6423376.500000 Penalty: 1118.822754
	Iteration 2Q: 3 clusters Score -6423376 nChanged 9005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120422 members 
Mstep: Class 2 contains 98125 members 
Entering Unmasked Estep 
Score: -6427029.500000 Penalty: 1118.822754
	Iteration 3Q: 3 clusters Score -6427030 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126996 members 
Mstep: Class 2 contains 91551 members 
Entering Unmasked Estep 
Score: -6433465.000000 Penalty: 1118.822754
	Iteration 4F: 3 clusters Score -6433465 nChanged 13537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135539 members 
Mstep: Class 2 contains 83008 members 
Entering Unmasked Estep 
Score: -6443543.000000 Penalty: 1118.822754
	Iteration 5F: 3 clusters Score -6443543 nChanged 14969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144740 members 
Mstep: Class 2 contains 73807 members 
Entering Unmasked Estep 
Score: -6456214.000000 Penalty: 1118.822754
	Iteration 6F: 3 clusters Score -6456214 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152274 members 
Mstep: Class 2 contains 66273 members 
Entering Unmasked Estep 
Score: -6466455.500000 Penalty: 1118.822754
	Iteration 7F: 3 clusters Score -6466456 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157902 members 
Mstep: Class 2 contains 60645 members 
Entering Unmasked Estep 
Score: -6471536.000000 Penalty: 1118.822754
	Iteration 8Q: 3 clusters Score -6471536 nChanged 6652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162780 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -6474143.500000 Penalty: 1118.822754
	Iteration 9Q: 3 clusters Score -6474144 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167665 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6476138.500000 Penalty: 1118.822754
	Iteration 10Q: 3 clusters Score -6476138 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172494 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -6478152.500000 Penalty: 1118.822754
	Iteration 11Q: 3 clusters Score -6478152 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177328 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -6480233.000000 Penalty: 1118.822754
	Iteration 12Q: 3 clusters Score -6480233 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182196 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -6482523.500000 Penalty: 1118.822754
	Iteration 13Q: 3 clusters Score -6482524 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187048 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -6485022.500000 Penalty: 1118.822754
	Iteration 14Q: 3 clusters Score -6485022 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191786 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -6487604.500000 Penalty: 1118.822754
	Iteration 15Q: 3 clusters Score -6487604 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196271 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6490187.000000 Penalty: 1118.822754
	Iteration 16Q: 3 clusters Score -6490187 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200456 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -6492796.000000 Penalty: 1118.822754
	Iteration 17Q: 3 clusters Score -6492796 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204286 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -6495342.500000 Penalty: 1118.822754
	Iteration 18Q: 3 clusters Score -6495342 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -6497577.500000 Penalty: 1118.822754
	Iteration 19Q: 3 clusters Score -6497578 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210114 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -6499323.000000 Penalty: 1118.822754
	Iteration 20F: 3 clusters Score -6499323 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212151 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -6500679.000000 Penalty: 1118.822754
	Iteration 21Q: 3 clusters Score -6500679 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213710 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -6501703.500000 Penalty: 1118.822754
	Iteration 22Q: 3 clusters Score -6501704 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214819 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6502336.000000 Penalty: 1118.822754
	Iteration 23Q: 3 clusters Score -6502336 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215604 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -6502775.000000 Penalty: 1118.822754
	Iteration 24Q: 3 clusters Score -6502775 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216166 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -6503029.000000 Penalty: 1118.822754
	Iteration 25Q: 3 clusters Score -6503029 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216579 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6503220.000000 Penalty: 1118.822754
	Iteration 26Q: 3 clusters Score -6503220 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216880 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6503363.000000 Penalty: 1118.822754
	Iteration 27Q: 3 clusters Score -6503363 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217114 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6503433.500000 Penalty: 1118.822754
	Iteration 28Q: 3 clusters Score -6503434 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217288 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6503492.000000 Penalty: 1118.822754
	Iteration 29Q: 3 clusters Score -6503492 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217416 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6503544.000000 Penalty: 1118.822754
	Iteration 30Q: 3 clusters Score -6503544 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217518 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -6503561.500000 Penalty: 1118.822754
	Iteration 31Q: 3 clusters Score -6503562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217581 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6503574.500000 Penalty: 1118.822754
	Iteration 32Q: 3 clusters Score -6503574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217640 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6503590.500000 Penalty: 1118.822754
	Iteration 33Q: 3 clusters Score -6503590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217678 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6503609.000000 Penalty: 1118.822754
	Iteration 34Q: 3 clusters Score -6503609 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217721 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6503620.000000 Penalty: 1118.822754
	Iteration 35Q: 3 clusters Score -6503620 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217761 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -6503632.500000 Penalty: 1118.822754
	Iteration 36Q: 3 clusters Score -6503632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217799 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6503636.500000 Penalty: 1118.822754
	Iteration 37Q: 3 clusters Score -6503636 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217836 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -6503640.500000 Penalty: 1118.822754
	Iteration 38Q: 3 clusters Score -6503640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217862 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6503656.500000 Penalty: 1118.822754
	Iteration 39Q: 3 clusters Score -6503656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217885 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -6503662.500000 Penalty: 1118.822754
	Iteration 40F: 3 clusters Score -6503662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217905 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6503670.500000 Penalty: 1118.822754
	Iteration 41Q: 3 clusters Score -6503670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217921 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -6503676.000000 Penalty: 1118.822754
	Iteration 42Q: 3 clusters Score -6503676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217935 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6503677.000000 Penalty: 1118.822754
	Iteration 43Q: 3 clusters Score -6503677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217948 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6503680.000000 Penalty: 1118.822754
	Iteration 44Q: 3 clusters Score -6503680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217963 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6503683.500000 Penalty: 1118.822754
	Iteration 45Q: 3 clusters Score -6503684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217973 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6503693.000000 Penalty: 1118.822754
	Iteration 46Q: 3 clusters Score -6503693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217986 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6503699.000000 Penalty: 1118.822754
	Iteration 47Q: 3 clusters Score -6503699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218001 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6503700.500000 Penalty: 1118.822754
	Iteration 48Q: 3 clusters Score -6503700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218009 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6503703.000000 Penalty: 1118.822754
	Iteration 49Q: 3 clusters Score -6503703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218019 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6503703.500000 Penalty: 1118.822754
	Iteration 50Q: 3 clusters Score -6503704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218025 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6503707.000000 Penalty: 1118.822754
	Iteration 51Q: 3 clusters Score -6503707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218033 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6503711.500000 Penalty: 1118.822754
	Iteration 52Q: 3 clusters Score -6503712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218045 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6503709.000000 Penalty: 1118.822754
	Iteration 53Q: 3 clusters Score -6503709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218054 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6503714.000000 Penalty: 1118.822754
	Iteration 54Q: 3 clusters Score -6503714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218058 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6503714.500000 Penalty: 1118.822754
	Iteration 55Q: 3 clusters Score -6503714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218060 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6503714.000000 Penalty: 1118.822754
	Iteration 56Q: 3 clusters Score -6503714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218060 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6503714.000000 Penalty: 1118.822754
	Iteration 57F: 3 clusters Score -6503714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Entering Unmasked Estep 
Score: -22870.517578 Penalty: 296.955536
	Iteration 0F: 2 clusters Score -22870.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -22238.386719 Penalty: 593.911072
	Iteration 0F: 3 clusters Score -22238.39 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -22429.462891 Penalty: 593.911072
	Iteration 1F: 3 clusters Score -22429.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22495.009766 Penalty: 593.911072
	Iteration 2F: 3 clusters Score -22495.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -22543.447266 Penalty: 593.911072
	Iteration 3F: 3 clusters Score -22543.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -22570.597656 Penalty: 593.911072
	Iteration 4Q: 3 clusters Score -22570.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -22590.955078 Penalty: 593.911072
	Iteration 5Q: 3 clusters Score -22590.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22608.117188 Penalty: 593.911072
	Iteration 6Q: 3 clusters Score -22608.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22620.113281 Penalty: 593.911072
	Iteration 7Q: 3 clusters Score -22620.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22628.220703 Penalty: 593.911072
	Iteration 8Q: 3 clusters Score -22628.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -22635.037109 Penalty: 593.911072
	Iteration 9Q: 3 clusters Score -22635.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22639.845703 Penalty: 593.911072
	Iteration 10Q: 3 clusters Score -22639.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22640.646484 Penalty: 593.911072
	Iteration 11Q: 3 clusters Score -22640.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22642.656250 Penalty: 593.911072
	Iteration 12Q: 3 clusters Score -22642.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -22644.150391 Penalty: 593.911072
	Iteration 13Q: 3 clusters Score -22644.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -22645.175781 Penalty: 593.911072
	Iteration 14Q: 3 clusters Score -22645.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22645.660156 Penalty: 593.911072
	Iteration 15Q: 3 clusters Score -22645.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22646.519531 Penalty: 593.911072
	Iteration 16Q: 3 clusters Score -22646.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -22647.835938 Penalty: 593.911072
	Iteration 17Q: 3 clusters Score -22647.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22648.375000 Penalty: 593.911072
	Iteration 18Q: 3 clusters Score -22648.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22650.267578 Penalty: 593.911072
	Iteration 19Q: 3 clusters Score -22650.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -22650.873047 Penalty: 593.911072
	Iteration 20F: 3 clusters Score -22650.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (50888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Entering Unmasked Estep 
Score: -1613941.375000 Penalty: 493.100891
	Iteration 0F: 2 clusters Score -1613941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -1579652.375000 Penalty: 986.201782
	Iteration 0F: 3 clusters Score -1579652 nChanged 24620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -1594416.250000 Penalty: 986.201782
	Iteration 1F: 3 clusters Score -1594416 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -1595147.000000 Penalty: 986.201782
	Iteration 2Q: 3 clusters Score -1595147 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -1596159.750000 Penalty: 986.201782
	Iteration 3Q: 3 clusters Score -1596160 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -1597658.125000 Penalty: 986.201782
	Iteration 4F: 3 clusters Score -1597658 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -1599759.000000 Penalty: 986.201782
	Iteration 5F: 3 clusters Score -1599759 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -1602341.375000 Penalty: 986.201782
	Iteration 6F: 3 clusters Score -1602341 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -1604756.875000 Penalty: 986.201782
	Iteration 7F: 3 clusters Score -1604757 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 33206 members 
Entering Unmasked Estep 
Score: -1606354.000000 Penalty: 986.201782
	Iteration 8F: 3 clusters Score -1606354 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -1607160.875000 Penalty: 986.201782
	Iteration 9Q: 3 clusters Score -1607161 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -1607555.250000 Penalty: 986.201782
	Iteration 10Q: 3 clusters Score -1607555 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -1607812.750000 Penalty: 986.201782
	Iteration 11Q: 3 clusters Score -1607813 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -1608021.875000 Penalty: 986.201782
	Iteration 12Q: 3 clusters Score -1608022 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -1608231.875000 Penalty: 986.201782
	Iteration 13Q: 3 clusters Score -1608232 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 37698 members 
Entering Unmasked Estep 
Score: -1608444.500000 Penalty: 986.201782
	Iteration 14Q: 3 clusters Score -1608444 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -1608664.375000 Penalty: 986.201782
	Iteration 15Q: 3 clusters Score -1608664 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -1608902.875000 Penalty: 986.201782
	Iteration 16Q: 3 clusters Score -1608903 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -1609143.375000 Penalty: 986.201782
	Iteration 17Q: 3 clusters Score -1609143 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -1609404.375000 Penalty: 986.201782
	Iteration 18Q: 3 clusters Score -1609404 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -1609718.500000 Penalty: 986.201782
	Iteration 19Q: 3 clusters Score -1609718 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -1609984.875000 Penalty: 986.201782
	Iteration 20F: 3 clusters Score -1609985 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -1610282.250000 Penalty: 986.201782
	Iteration 21Q: 3 clusters Score -1610282 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -1610617.375000 Penalty: 986.201782
	Iteration 22Q: 3 clusters Score -1610617 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -1610965.500000 Penalty: 986.201782
	Iteration 23Q: 3 clusters Score -1610966 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -1611301.125000 Penalty: 986.201782
	Iteration 24Q: 3 clusters Score -1611301 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 45495 members 
Entering Unmasked Estep 
Score: -1611592.125000 Penalty: 986.201782
	Iteration 25Q: 3 clusters Score -1611592 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -1611873.500000 Penalty: 986.201782
	Iteration 26Q: 3 clusters Score -1611874 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -1612088.750000 Penalty: 986.201782
	Iteration 27Q: 3 clusters Score -1612089 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -1612274.750000 Penalty: 986.201782
	Iteration 28Q: 3 clusters Score -1612275 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 47388 members 
Entering Unmasked Estep 
Score: -1612446.000000 Penalty: 986.201782
	Iteration 29Q: 3 clusters Score -1612446 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -1612604.250000 Penalty: 986.201782
	Iteration 30Q: 3 clusters Score -1612604 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -1612752.375000 Penalty: 986.201782
	Iteration 31Q: 3 clusters Score -1612752 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -1612872.250000 Penalty: 986.201782
	Iteration 32Q: 3 clusters Score -1612872 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 48633 members 
Entering Unmasked Estep 
Score: -1612968.875000 Penalty: 986.201782
	Iteration 33Q: 3 clusters Score -1612969 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 48882 members 
Entering Unmasked Estep 
Score: -1613071.375000 Penalty: 986.201782
	Iteration 34Q: 3 clusters Score -1613071 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -1613139.625000 Penalty: 986.201782
	Iteration 35Q: 3 clusters Score -1613140 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -1613197.625000 Penalty: 986.201782
	Iteration 36Q: 3 clusters Score -1613198 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -1613244.625000 Penalty: 986.201782
	Iteration 37Q: 3 clusters Score -1613245 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 49580 members 
Entering Unmasked Estep 
Score: -1613291.375000 Penalty: 986.201782
	Iteration 38Q: 3 clusters Score -1613291 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -1613323.375000 Penalty: 986.201782
	Iteration 39Q: 3 clusters Score -1613323 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 49776 members 
Entering Unmasked Estep 
Score: -1613348.625000 Penalty: 986.201782
	Iteration 40F: 3 clusters Score -1613349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -1613375.125000 Penalty: 986.201782
	Iteration 41Q: 3 clusters Score -1613375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 49930 members 
Entering Unmasked Estep 
Score: -1613393.125000 Penalty: 986.201782
	Iteration 42Q: 3 clusters Score -1613393 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -1613422.875000 Penalty: 986.201782
	Iteration 43Q: 3 clusters Score -1613423 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -1613444.625000 Penalty: 986.201782
	Iteration 44Q: 3 clusters Score -1613445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 50135 members 
Entering Unmasked Estep 
Score: -1613465.125000 Penalty: 986.201782
	Iteration 45Q: 3 clusters Score -1613465 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -1613480.375000 Penalty: 986.201782
	Iteration 46Q: 3 clusters Score -1613480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 50224 members 
Entering Unmasked Estep 
Score: -1613491.000000 Penalty: 986.201782
	Iteration 47Q: 3 clusters Score -1613491 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -1613504.500000 Penalty: 986.201782
	Iteration 48Q: 3 clusters Score -1613504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -1613512.375000 Penalty: 986.201782
	Iteration 49Q: 3 clusters Score -1613512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -1613521.000000 Penalty: 986.201782
	Iteration 50Q: 3 clusters Score -1613521 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 50335 members 
Entering Unmasked Estep 
Score: -1613525.250000 Penalty: 986.201782
	Iteration 51Q: 3 clusters Score -1613525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -1613529.125000 Penalty: 986.201782
	Iteration 52Q: 3 clusters Score -1613529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -1613528.500000 Penalty: 986.201782
	Iteration 53Q: 3 clusters Score -1613528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -1613530.500000 Penalty: 986.201782
	Iteration 54Q: 3 clusters Score -1613530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 50362 members 
Entering Unmasked Estep 
Score: -1613533.250000 Penalty: 986.201782
	Iteration 55Q: 3 clusters Score -1613533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -1613534.250000 Penalty: 986.201782
	Iteration 56Q: 3 clusters Score -1613534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -1613534.000000 Penalty: 986.201782
	Iteration 57Q: 3 clusters Score -1613534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -1613533.250000 Penalty: 986.201782
	Iteration 58Q: 3 clusters Score -1613533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 50379 members 
Entering Unmasked Estep 
Score: -1613533.125000 Penalty: 986.201782
	Iteration 59Q: 3 clusters Score -1613533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 50381 members 
Entering Unmasked Estep 
Score: -1613533.375000 Penalty: 986.201782
	Iteration 60F: 3 clusters Score -1613533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 50385 members 
Entering Unmasked Estep 
Score: -1613534.750000 Penalty: 986.201782
	Iteration 61Q: 3 clusters Score -1613535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -1613533.250000 Penalty: 986.201782
	Iteration 62Q: 3 clusters Score -1613533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -1613535.750000 Penalty: 986.201782
	Iteration 63Q: 3 clusters Score -1613536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 50396 members 
Entering Unmasked Estep 
Score: -1613536.250000 Penalty: 986.201782
	Iteration 64Q: 3 clusters Score -1613536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 50402 members 
Entering Unmasked Estep 
Score: -1613536.000000 Penalty: 986.201782
	Iteration 65Q: 3 clusters Score -1613536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -1613541.000000 Penalty: 986.201782
	Iteration 66Q: 3 clusters Score -1613541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -1613542.875000 Penalty: 986.201782
	Iteration 67Q: 3 clusters Score -1613543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -1613544.750000 Penalty: 986.201782
	Iteration 68Q: 3 clusters Score -1613545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -1613546.500000 Penalty: 986.201782
	Iteration 69Q: 3 clusters Score -1613546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 50441 members 
Entering Unmasked Estep 
Score: -1613550.250000 Penalty: 986.201782
	Iteration 70Q: 3 clusters Score -1613550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 50449 members 
Entering Unmasked Estep 
Score: -1613549.500000 Penalty: 986.201782
	Iteration 71Q: 3 clusters Score -1613550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -1613550.875000 Penalty: 986.201782
	Iteration 72Q: 3 clusters Score -1613551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50459 members 
Entering Unmasked Estep 
Score: -1613551.875000 Penalty: 986.201782
	Iteration 73Q: 3 clusters Score -1613552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -1613553.250000 Penalty: 986.201782
	Iteration 74Q: 3 clusters Score -1613553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -1613555.375000 Penalty: 986.201782
	Iteration 75Q: 3 clusters Score -1613555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 50467 members 
Entering Unmasked Estep 
Score: -1613554.250000 Penalty: 986.201782
	Iteration 76Q: 3 clusters Score -1613554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 50471 members 
Entering Unmasked Estep 
Score: -1613555.375000 Penalty: 986.201782
	Iteration 77Q: 3 clusters Score -1613555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 50475 members 
Entering Unmasked Estep 
Score: -1613558.625000 Penalty: 986.201782
	Iteration 78Q: 3 clusters Score -1613559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50480 members 
Entering Unmasked Estep 
Score: -1613561.000000 Penalty: 986.201782
	Iteration 79Q: 3 clusters Score -1613561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -1613560.250000 Penalty: 986.201782
	Iteration 80F: 3 clusters Score -1613560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 50484 members 
Entering Unmasked Estep 
Score: -1613561.625000 Penalty: 986.201782
	Iteration 81Q: 3 clusters Score -1613562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50486 members 
Entering Unmasked Estep 
Score: -1613560.750000 Penalty: 986.201782
	Iteration 82Q: 3 clusters Score -1613561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 50488 members 
Entering Unmasked Estep 
Score: -1613561.500000 Penalty: 986.201782
	Iteration 83Q: 3 clusters Score -1613562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50489 members 
Entering Unmasked Estep 
Score: -1613561.625000 Penalty: 986.201782
	Iteration 84Q: 3 clusters Score -1613562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -1613563.375000 Penalty: 986.201782
	Iteration 85Q: 3 clusters Score -1613563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50490 members 
Entering Unmasked Estep 
Score: -1613563.375000 Penalty: 986.201782
	Iteration 86F: 3 clusters Score -1613563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Entering Unmasked Estep 
Score: -84415.453125 Penalty: 360.808014
	Iteration 0F: 2 clusters Score -84415.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -82493.234375 Penalty: 721.616028
	Iteration 0F: 3 clusters Score -82493.23 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -83130.835938 Penalty: 721.616028
	Iteration 1F: 3 clusters Score -83130.84 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -83272.773438 Penalty: 721.616028
	Iteration 2F: 3 clusters Score -83272.77 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -83453.523438 Penalty: 721.616028
	Iteration 3F: 3 clusters Score -83453.52 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -83632.312500 Penalty: 721.616028
	Iteration 4F: 3 clusters Score -83632.31 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -83791.492188 Penalty: 721.616028
	Iteration 5F: 3 clusters Score -83791.49 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -83908.656250 Penalty: 721.616028
	Iteration 6F: 3 clusters Score -83908.66 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -83972.000000 Penalty: 721.616028
	Iteration 7Q: 3 clusters Score -83972 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -84018.414062 Penalty: 721.616028
	Iteration 8Q: 3 clusters Score -84018.41 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -84049.343750 Penalty: 721.616028
	Iteration 9Q: 3 clusters Score -84049.34 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -84079.570312 Penalty: 721.616028
	Iteration 10Q: 3 clusters Score -84079.57 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -84106.789062 Penalty: 721.616028
	Iteration 11Q: 3 clusters Score -84106.79 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -84131.757812 Penalty: 721.616028
	Iteration 12Q: 3 clusters Score -84131.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -84162.968750 Penalty: 721.616028
	Iteration 13Q: 3 clusters Score -84162.97 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -84177.304688 Penalty: 721.616028
	Iteration 14Q: 3 clusters Score -84177.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -84190.429688 Penalty: 721.616028
	Iteration 15Q: 3 clusters Score -84190.43 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -84198.375000 Penalty: 721.616028
	Iteration 16Q: 3 clusters Score -84198.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -84206.710938 Penalty: 721.616028
	Iteration 17Q: 3 clusters Score -84206.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -84218.570312 Penalty: 721.616028
	Iteration 18Q: 3 clusters Score -84218.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -84231.726562 Penalty: 721.616028
	Iteration 19Q: 3 clusters Score -84231.73 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -84247.070312 Penalty: 721.616028
	Iteration 20F: 3 clusters Score -84247.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -84264.164062 Penalty: 721.616028
	Iteration 21Q: 3 clusters Score -84264.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -84280.273438 Penalty: 721.616028
	Iteration 22Q: 3 clusters Score -84280.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -84294.078125 Penalty: 721.616028
	Iteration 23Q: 3 clusters Score -84294.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -84306.562500 Penalty: 721.616028
	Iteration 24Q: 3 clusters Score -84306.56 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -84318.085938 Penalty: 721.616028
	Iteration 25Q: 3 clusters Score -84318.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -84325.265625 Penalty: 721.616028
	Iteration 26Q: 3 clusters Score -84325.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -84331.929688 Penalty: 721.616028
	Iteration 27Q: 3 clusters Score -84331.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -84337.898438 Penalty: 721.616028
	Iteration 28Q: 3 clusters Score -84337.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -84345.671875 Penalty: 721.616028
	Iteration 29Q: 3 clusters Score -84345.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -84347.640625 Penalty: 721.616028
	Iteration 30Q: 3 clusters Score -84347.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -84349.328125 Penalty: 721.616028
	Iteration 31Q: 3 clusters Score -84349.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -84350.671875 Penalty: 721.616028
	Iteration 32Q: 3 clusters Score -84350.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84352.367188 Penalty: 721.616028
	Iteration 33Q: 3 clusters Score -84352.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84354.718750 Penalty: 721.616028
	Iteration 34Q: 3 clusters Score -84354.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -84355.617188 Penalty: 721.616028
	Iteration 35Q: 3 clusters Score -84355.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84356.343750 Penalty: 721.616028
	Iteration 36Q: 3 clusters Score -84356.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84356.343750 Penalty: 721.616028
	Iteration 37F: 3 clusters Score -84356.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Entering Unmasked Estep 
Score: -56226.871094 Penalty: 340.717346
	Iteration 0F: 2 clusters Score -56226.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -54888.269531 Penalty: 681.434692
	Iteration 0F: 3 clusters Score -54888.27 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -55370.941406 Penalty: 681.434692
	Iteration 1F: 3 clusters Score -55370.94 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -55495.125000 Penalty: 681.434692
	Iteration 2F: 3 clusters Score -55495.12 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -55582.652344 Penalty: 681.434692
	Iteration 3F: 3 clusters Score -55582.65 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -55639.507812 Penalty: 681.434692
	Iteration 4Q: 3 clusters Score -55639.51 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -55682.230469 Penalty: 681.434692
	Iteration 5Q: 3 clusters Score -55682.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -55728.554688 Penalty: 681.434692
	Iteration 6Q: 3 clusters Score -55728.55 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -55769.613281 Penalty: 681.434692
	Iteration 7Q: 3 clusters Score -55769.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -55804.964844 Penalty: 681.434692
	Iteration 8Q: 3 clusters Score -55804.96 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55835.324219 Penalty: 681.434692
	Iteration 9Q: 3 clusters Score -55835.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -55851.292969 Penalty: 681.434692
	Iteration 10Q: 3 clusters Score -55851.29 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -55872.722656 Penalty: 681.434692
	Iteration 11Q: 3 clusters Score -55872.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -55894.160156 Penalty: 681.434692
	Iteration 12Q: 3 clusters Score -55894.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -55902.996094 Penalty: 681.434692
	Iteration 13Q: 3 clusters Score -55903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -55910.148438 Penalty: 681.434692
	Iteration 14Q: 3 clusters Score -55910.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55915.347656 Penalty: 681.434692
	Iteration 15Q: 3 clusters Score -55915.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55918.921875 Penalty: 681.434692
	Iteration 16Q: 3 clusters Score -55918.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55922.503906 Penalty: 681.434692
	Iteration 17Q: 3 clusters Score -55922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55926.406250 Penalty: 681.434692
	Iteration 18Q: 3 clusters Score -55926.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55928.097656 Penalty: 681.434692
	Iteration 19Q: 3 clusters Score -55928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -55929.058594 Penalty: 681.434692
	Iteration 20F: 3 clusters Score -55929.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -55929.769531 Penalty: 681.434692
	Iteration 21Q: 3 clusters Score -55929.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -55930.519531 Penalty: 681.434692
	Iteration 22Q: 3 clusters Score -55930.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -55932.136719 Penalty: 681.434692
	Iteration 23Q: 3 clusters Score -55932.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -55934.687500 Penalty: 681.434692
	Iteration 24Q: 3 clusters Score -55934.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -55936.367188 Penalty: 681.434692
	Iteration 25Q: 3 clusters Score -55936.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -55938.164062 Penalty: 681.434692
	Iteration 26Q: 3 clusters Score -55938.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55938.542969 Penalty: 681.434692
	Iteration 27Q: 3 clusters Score -55938.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -55939.210938 Penalty: 681.434692
	Iteration 28Q: 3 clusters Score -55939.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55939.484375 Penalty: 681.434692
	Iteration 29Q: 3 clusters Score -55939.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55940.132812 Penalty: 681.434692
	Iteration 30Q: 3 clusters Score -55940.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -55940.593750 Penalty: 681.434692
	Iteration 31Q: 3 clusters Score -55940.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -55942.394531 Penalty: 681.434692
	Iteration 32Q: 3 clusters Score -55942.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55943.851562 Penalty: 681.434692
	Iteration 33Q: 3 clusters Score -55943.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55944.878906 Penalty: 681.434692
	Iteration 34Q: 3 clusters Score -55944.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -55945.398438 Penalty: 681.434692
	Iteration 35Q: 3 clusters Score -55945.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -55945.707031 Penalty: 681.434692
	Iteration 36Q: 3 clusters Score -55945.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55946.535156 Penalty: 681.434692
	Iteration 37Q: 3 clusters Score -55946.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55947.078125 Penalty: 681.434692
	Iteration 38Q: 3 clusters Score -55947.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -55947.078125 Penalty: 681.434692
	Iteration 39F: 3 clusters Score -55947.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 845 members 
Mstep: Class 3 contains 6775 members 
Mstep: Class 6 contains 19689 members 
Mstep: Class 11 contains 1448 members 
Mstep: Class 13 contains 24775 members 
Mstep: Class 14 contains 1058 members 
Mstep: Class 15 contains 23656 members 
Mstep: Class 17 contains 1923 members 
Mstep: Class 18 contains 218547 members 
Mstep: Class 19 contains 683 members 
Mstep: Class 20 contains 50888 members 
Mstep: Class 21 contains 2779 members 
Mstep: Class 22 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488576.000000 Penalty: 10439.538086
Iteration 39Q: 18 clusters Score -2.148858e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 435 members 
Mstep: Class 6 contains 19410 members 
Mstep: Class 7 contains 367540 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 13 contains 24724 members 
Mstep: Class 14 contains 1022 members 
Mstep: Class 15 contains 23649 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 219758 members 
Mstep: Class 19 contains 817 members 
Mstep: Class 20 contains 50538 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 1789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489700.000000 Penalty: 10439.538086
Iteration 40F: 18 clusters Score -2.14897e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 6138 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 684 members 
Mstep: Class 6 contains 19152 members 
Mstep: Class 7 contains 367469 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 13 contains 24536 members 
Mstep: Class 14 contains 988 members 
Mstep: Class 15 contains 23697 members 
Mstep: Class 17 contains 2076 members 
Mstep: Class 18 contains 220699 members 
Mstep: Class 19 contains 954 members 
Mstep: Class 20 contains 50178 members 
Mstep: Class 21 contains 2202 members 
Mstep: Class 22 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490340.000000 Penalty: 10439.538086
Iteration 41Q: 18 clusters Score -2.149034e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 5943 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 921 members 
Mstep: Class 6 contains 18894 members 
Mstep: Class 7 contains 367429 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 13 contains 24344 members 
Mstep: Class 14 contains 969 members 
Mstep: Class 15 contains 23751 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 221550 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 49818 members 
Mstep: Class 21 contains 1975 members 
Mstep: Class 22 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490764.000000 Penalty: 10439.538086
Iteration 42Q: 18 clusters Score -2.149076e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 936 members 
Mstep: Class 3 contains 5769 members 
Mstep: Class 4 contains 2134 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 18645 members 
Mstep: Class 7 contains 367412 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 13 contains 24162 members 
Mstep: Class 14 contains 958 members 
Mstep: Class 15 contains 23791 members 
Mstep: Class 17 contains 2153 members 
Mstep: Class 18 contains 222301 members 
Mstep: Class 19 contains 1184 members 
Mstep: Class 20 contains 49456 members 
Mstep: Class 21 contains 1810 members 
Mstep: Class 22 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491068.000000 Penalty: 10439.538086
Iteration 43Q: 18 clusters Score -2.149107e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 962 members 
Mstep: Class 3 contains 5639 members 
Mstep: Class 4 contains 2135 members 
Mstep: Class 5 contains 1259 members 
Mstep: Class 6 contains 18443 members 
Mstep: Class 7 contains 367368 members 
Mstep: Class 11 contains 1462 members 
Mstep: Class 13 contains 24005 members 
Mstep: Class 14 contains 942 members 
Mstep: Class 15 contains 23850 members 
Mstep: Class 17 contains 2193 members 
Mstep: Class 18 contains 222949 members 
Mstep: Class 19 contains 1294 members 
Mstep: Class 20 contains 49119 members 
Mstep: Class 21 contains 1679 members 
Mstep: Class 22 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 18 clusters Score -2.149123e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 990 members 
Mstep: Class 3 contains 5513 members 
Mstep: Class 4 contains 2138 members 
Mstep: Class 5 contains 1351 members 
Mstep: Class 6 contains 18239 members 
Mstep: Class 7 contains 367335 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 13 contains 23844 members 
Mstep: Class 14 contains 924 members 
Mstep: Class 15 contains 23894 members 
Mstep: Class 17 contains 2224 members 
Mstep: Class 18 contains 223560 members 
Mstep: Class 19 contains 1408 members 
Mstep: Class 20 contains 48826 members 
Mstep: Class 21 contains 1575 members 
Mstep: Class 22 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 18 clusters Score -2.14915e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1034 members 
Mstep: Class 3 contains 5388 members 
Mstep: Class 4 contains 2139 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 18036 members 
Mstep: Class 7 contains 367326 members 
Mstep: Class 11 contains 1461 members 
Mstep: Class 13 contains 23704 members 
Mstep: Class 14 contains 909 members 
Mstep: Class 15 contains 23931 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 224159 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 48546 members 
Mstep: Class 21 contains 1483 members 
Mstep: Class 22 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 18 clusters Score -2.149166e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1080 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 17842 members 
Mstep: Class 7 contains 367280 members 
Mstep: Class 11 contains 1468 members 
Mstep: Class 13 contains 23606 members 
Mstep: Class 14 contains 899 members 
Mstep: Class 15 contains 23962 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 224728 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 48264 members 
Mstep: Class 21 contains 1410 members 
Mstep: Class 22 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 18 clusters Score -2.14918e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 5207 members 
Mstep: Class 4 contains 2141 members 
Mstep: Class 5 contains 1479 members 
Mstep: Class 6 contains 17665 members 
Mstep: Class 7 contains 367233 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 13 contains 23540 members 
Mstep: Class 14 contains 886 members 
Mstep: Class 15 contains 23993 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 225211 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 1364 members 
Mstep: Class 22 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 18 clusters Score -2.149191e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 5132 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 1495 members 
Mstep: Class 6 contains 17511 members 
Mstep: Class 7 contains 367163 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 13 contains 23474 members 
Mstep: Class 14 contains 877 members 
Mstep: Class 15 contains 24021 members 
Mstep: Class 17 contains 2360 members 
Mstep: Class 18 contains 225641 members 
Mstep: Class 19 contains 1678 members 
Mstep: Class 20 contains 47789 members 
Mstep: Class 21 contains 1336 members 
Mstep: Class 22 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 18 clusters Score -2.149207e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 5066 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 17361 members 
Mstep: Class 7 contains 367109 members 
Mstep: Class 11 contains 1472 members 
Mstep: Class 13 contains 23418 members 
Mstep: Class 14 contains 864 members 
Mstep: Class 15 contains 24047 members 
Mstep: Class 17 contains 2395 members 
Mstep: Class 18 contains 226014 members 
Mstep: Class 19 contains 1719 members 
Mstep: Class 20 contains 47611 members 
Mstep: Class 21 contains 1311 members 
Mstep: Class 22 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 18 clusters Score -2.149217e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1198 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 17233 members 
Mstep: Class 7 contains 367031 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 13 contains 23357 members 
Mstep: Class 14 contains 853 members 
Mstep: Class 15 contains 24070 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 226379 members 
Mstep: Class 19 contains 1752 members 
Mstep: Class 20 contains 47442 members 
Mstep: Class 21 contains 1288 members 
Mstep: Class 22 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 18 clusters Score -2.149223e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1206 members 
Mstep: Class 3 contains 4996 members 
Mstep: Class 4 contains 2177 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 17102 members 
Mstep: Class 7 contains 366952 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 13 contains 23306 members 
Mstep: Class 14 contains 841 members 
Mstep: Class 15 contains 24087 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 226761 members 
Mstep: Class 19 contains 1781 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 1269 members 
Mstep: Class 22 contains 1849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 18 clusters Score -2.149225e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 4963 members 
Mstep: Class 4 contains 2183 members 
Mstep: Class 5 contains 1535 members 
Mstep: Class 6 contains 17002 members 
Mstep: Class 7 contains 366909 members 
Mstep: Class 11 contains 1474 members 
Mstep: Class 13 contains 23261 members 
Mstep: Class 14 contains 828 members 
Mstep: Class 15 contains 24110 members 
Mstep: Class 17 contains 2497 members 
Mstep: Class 18 contains 227055 members 
Mstep: Class 19 contains 1805 members 
Mstep: Class 20 contains 47125 members 
Mstep: Class 21 contains 1257 members 
Mstep: Class 22 contains 1857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492262.000000 Penalty: 10439.538086
Iteration 53Q: 18 clusters Score -2.149226e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1230 members 
Mstep: Class 3 contains 4945 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 16909 members 
Mstep: Class 7 contains 366849 members 
Mstep: Class 11 contains 1470 members 
Mstep: Class 13 contains 23218 members 
Mstep: Class 14 contains 818 members 
Mstep: Class 15 contains 24139 members 
Mstep: Class 17 contains 2537 members 
Mstep: Class 18 contains 227310 members 
Mstep: Class 19 contains 1830 members 
Mstep: Class 20 contains 46987 members 
Mstep: Class 21 contains 1246 members 
Mstep: Class 22 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 18 clusters Score -2.149232e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 4928 members 
Mstep: Class 4 contains 2188 members 
Mstep: Class 5 contains 1541 members 
Mstep: Class 6 contains 16826 members 
Mstep: Class 7 contains 366780 members 
Mstep: Class 11 contains 1460 members 
Mstep: Class 13 contains 23175 members 
Mstep: Class 14 contains 809 members 
Mstep: Class 15 contains 24174 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 227564 members 
Mstep: Class 19 contains 1851 members 
Mstep: Class 20 contains 46851 members 
Mstep: Class 21 contains 1234 members 
Mstep: Class 22 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 18 clusters Score -2.149241e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1263 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 2189 members 
Mstep: Class 5 contains 1545 members 
Mstep: Class 6 contains 16756 members 
Mstep: Class 7 contains 366721 members 
Mstep: Class 11 contains 1443 members 
Mstep: Class 13 contains 23133 members 
Mstep: Class 14 contains 801 members 
Mstep: Class 15 contains 24204 members 
Mstep: Class 17 contains 2612 members 
Mstep: Class 18 contains 227794 members 
Mstep: Class 19 contains 1869 members 
Mstep: Class 20 contains 46727 members 
Mstep: Class 21 contains 1229 members 
Mstep: Class 22 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 18 clusters Score -2.149241e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1282 members 
Mstep: Class 3 contains 4885 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 1552 members 
Mstep: Class 6 contains 16689 members 
Mstep: Class 7 contains 366657 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 13 contains 23095 members 
Mstep: Class 14 contains 794 members 
Mstep: Class 15 contains 24231 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 228030 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 20 contains 46616 members 
Mstep: Class 21 contains 1219 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 18 clusters Score -2.149242e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1303 members 
Mstep: Class 3 contains 4867 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 1558 members 
Mstep: Class 6 contains 16633 members 
Mstep: Class 7 contains 366596 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 13 contains 23062 members 
Mstep: Class 14 contains 789 members 
Mstep: Class 15 contains 24261 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 228236 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 46502 members 
Mstep: Class 21 contains 1210 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492446.000000 Penalty: 10439.538086
Iteration 58Q: 18 clusters Score -2.149245e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1317 members 
Mstep: Class 3 contains 4849 members 
Mstep: Class 4 contains 2196 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 16580 members 
Mstep: Class 7 contains 366522 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 13 contains 23040 members 
Mstep: Class 14 contains 784 members 
Mstep: Class 15 contains 24284 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 228439 members 
Mstep: Class 19 contains 1899 members 
Mstep: Class 20 contains 46400 members 
Mstep: Class 21 contains 1200 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 18 clusters Score -2.149248e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 4831 members 
Mstep: Class 4 contains 2198 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 16521 members 
Mstep: Class 7 contains 366450 members 
Mstep: Class 11 contains 1417 members 
Mstep: Class 13 contains 23016 members 
Mstep: Class 14 contains 781 members 
Mstep: Class 15 contains 24301 members 
Mstep: Class 17 contains 2742 members 
Mstep: Class 18 contains 228630 members 
Mstep: Class 19 contains 1911 members 
Mstep: Class 20 contains 46320 members 
Mstep: Class 21 contains 1192 members 
Mstep: Class 22 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 18 clusters Score -2.149244e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1340 members 
Mstep: Class 3 contains 4817 members 
Mstep: Class 4 contains 2200 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 16463 members 
Mstep: Class 7 contains 366397 members 
Mstep: Class 11 contains 1415 members 
Mstep: Class 13 contains 22981 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 15 contains 24311 members 
Mstep: Class 17 contains 2772 members 
Mstep: Class 18 contains 228810 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 46240 members 
Mstep: Class 21 contains 1183 members 
Mstep: Class 22 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 18 clusters Score -2.149245e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1347 members 
Mstep: Class 3 contains 4806 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 16423 members 
Mstep: Class 7 contains 366359 members 
Mstep: Class 11 contains 1414 members 
Mstep: Class 13 contains 22943 members 
Mstep: Class 14 contains 776 members 
Mstep: Class 15 contains 24321 members 
Mstep: Class 17 contains 2795 members 
Mstep: Class 18 contains 228960 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 46174 members 
Mstep: Class 21 contains 1172 members 
Mstep: Class 22 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 18 clusters Score -2.149245e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1354 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 16384 members 
Mstep: Class 7 contains 366325 members 
Mstep: Class 11 contains 1421 members 
Mstep: Class 13 contains 22916 members 
Mstep: Class 14 contains 777 members 
Mstep: Class 15 contains 24325 members 
Mstep: Class 17 contains 2814 members 
Mstep: Class 18 contains 229079 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 46119 members 
Mstep: Class 21 contains 1167 members 
Mstep: Class 22 contains 1881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 18 clusters Score -2.149242e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1375 members 
Mstep: Class 3 contains 4794 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 16362 members 
Mstep: Class 7 contains 366289 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 13 contains 22899 members 
Mstep: Class 14 contains 778 members 
Mstep: Class 15 contains 24332 members 
Mstep: Class 17 contains 2834 members 
Mstep: Class 18 contains 229172 members 
Mstep: Class 19 contains 1963 members 
Mstep: Class 20 contains 46054 members 
Mstep: Class 21 contains 1158 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 18 clusters Score -2.14924e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 4791 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 16345 members 
Mstep: Class 7 contains 366264 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 13 contains 22887 members 
Mstep: Class 14 contains 779 members 
Mstep: Class 15 contains 24341 members 
Mstep: Class 17 contains 2847 members 
Mstep: Class 18 contains 229250 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 45989 members 
Mstep: Class 21 contains 1152 members 
Mstep: Class 22 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 18 clusters Score -2.149248e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1413 members 
Mstep: Class 3 contains 4788 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 1562 members 
Mstep: Class 6 contains 16331 members 
Mstep: Class 7 contains 366255 members 
Mstep: Class 11 contains 1423 members 
Mstep: Class 13 contains 22875 members 
Mstep: Class 14 contains 776 members 
Mstep: Class 15 contains 24353 members 
Mstep: Class 17 contains 2857 members 
Mstep: Class 18 contains 229324 members 
Mstep: Class 19 contains 1974 members 
Mstep: Class 20 contains 45924 members 
Mstep: Class 21 contains 1147 members 
Mstep: Class 22 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 18 clusters Score -2.149249e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1424 members 
Mstep: Class 3 contains 4785 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 16319 members 
Mstep: Class 7 contains 366237 members 
Mstep: Class 11 contains 1412 members 
Mstep: Class 13 contains 22866 members 
Mstep: Class 14 contains 772 members 
Mstep: Class 15 contains 24362 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 229404 members 
Mstep: Class 19 contains 1976 members 
Mstep: Class 20 contains 45862 members 
Mstep: Class 21 contains 1150 members 
Mstep: Class 22 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 18 clusters Score -2.149251e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1428 members 
Mstep: Class 3 contains 4783 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 16306 members 
Mstep: Class 7 contains 366224 members 
Mstep: Class 11 contains 1410 members 
Mstep: Class 13 contains 22855 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 24376 members 
Mstep: Class 17 contains 2884 members 
Mstep: Class 18 contains 229477 members 
Mstep: Class 19 contains 1979 members 
Mstep: Class 20 contains 45809 members 
Mstep: Class 21 contains 1145 members 
Mstep: Class 22 contains 1878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 68Q: 18 clusters Score -2.149252e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1431 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1561 members 
Mstep: Class 6 contains 16290 members 
Mstep: Class 7 contains 366194 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 13 contains 22850 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 24381 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 229572 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 45752 members 
Mstep: Class 21 contains 1140 members 
Mstep: Class 22 contains 1882 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 69Q: 18 clusters Score -2.149251e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 16279 members 
Mstep: Class 7 contains 366179 members 
Mstep: Class 11 contains 1397 members 
Mstep: Class 13 contains 22844 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 24385 members 
Mstep: Class 17 contains 2911 members 
Mstep: Class 18 contains 229633 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 45707 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 1884 members 
Entering Unmasked Estep 
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Iteration 70Q: 18 clusters Score -2.149254e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1436 members 
Mstep: Class 3 contains 4777 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16267 members 
Mstep: Class 7 contains 366172 members 
Mstep: Class 11 contains 1393 members 
Mstep: Class 13 contains 22838 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 24391 members 
Mstep: Class 17 contains 2917 members 
Mstep: Class 18 contains 229698 members 
Mstep: Class 19 contains 1983 members 
Mstep: Class 20 contains 45658 members 
Mstep: Class 21 contains 1134 members 
Mstep: Class 22 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 71Q: 18 clusters Score -2.149255e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1437 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16256 members 
Mstep: Class 7 contains 366164 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 13 contains 22834 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24397 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 229764 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 20 contains 45601 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 72Q: 18 clusters Score -2.149257e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1439 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16238 members 
Mstep: Class 7 contains 366156 members 
Mstep: Class 11 contains 1391 members 
Mstep: Class 13 contains 22832 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 24402 members 
Mstep: Class 17 contains 2935 members 
Mstep: Class 18 contains 229829 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 20 contains 45551 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 1884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 73Q: 18 clusters Score -2.149257e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1445 members 
Mstep: Class 3 contains 4776 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16217 members 
Mstep: Class 7 contains 366148 members 
Mstep: Class 11 contains 1388 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24410 members 
Mstep: Class 17 contains 2940 members 
Mstep: Class 18 contains 229887 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45510 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 1883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 74Q: 18 clusters Score -2.14926e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1451 members 
Mstep: Class 3 contains 4773 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16191 members 
Mstep: Class 7 contains 366139 members 
Mstep: Class 11 contains 1389 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24417 members 
Mstep: Class 17 contains 2947 members 
Mstep: Class 18 contains 229945 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 1885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492598.000000 Penalty: 10439.538086
Iteration 75Q: 18 clusters Score -2.14926e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1452 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16173 members 
Mstep: Class 7 contains 366132 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24422 members 
Mstep: Class 17 contains 2955 members 
Mstep: Class 18 contains 229999 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45429 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492608.000000 Penalty: 10439.538086
Iteration 76Q: 18 clusters Score -2.149261e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16159 members 
Mstep: Class 7 contains 366127 members 
Mstep: Class 11 contains 1393 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24428 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 230037 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45394 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 1892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492566.000000 Penalty: 10439.538086
Iteration 77Q: 18 clusters Score -2.149257e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16147 members 
Mstep: Class 7 contains 366107 members 
Mstep: Class 11 contains 1392 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24430 members 
Mstep: Class 17 contains 2971 members 
Mstep: Class 18 contains 230093 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45358 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 1893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492558.000000 Penalty: 10439.538086
Iteration 78Q: 18 clusters Score -2.149256e+07 nChanged 82
Entering ConstructFrom: 
Score: -21492558.000000 Penalty: 10439.538086
Entering ConstructFrom: 
Trying to split cluster 1 (1736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Entering Unmasked Estep 
Score: -57748.511719 Penalty: 339.399902
	Iteration 0F: 2 clusters Score -57748.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -56469.902344 Penalty: 678.799805
	Iteration 0F: 3 clusters Score -56469.9 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -56860.390625 Penalty: 678.799805
	Iteration 1F: 3 clusters Score -56860.39 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -56911.222656 Penalty: 678.799805
	Iteration 2F: 3 clusters Score -56911.22 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -56958.867188 Penalty: 678.799805
	Iteration 3Q: 3 clusters Score -56958.87 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -56989.335938 Penalty: 678.799805
	Iteration 4Q: 3 clusters Score -56989.34 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -57026.902344 Penalty: 678.799805
	Iteration 5Q: 3 clusters Score -57026.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -57063.355469 Penalty: 678.799805
	Iteration 6Q: 3 clusters Score -57063.36 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -57107.449219 Penalty: 678.799805
	Iteration 7Q: 3 clusters Score -57107.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -57166.312500 Penalty: 678.799805
	Iteration 8Q: 3 clusters Score -57166.31 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -57226.398438 Penalty: 678.799805
	Iteration 9Q: 3 clusters Score -57226.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -57299.660156 Penalty: 678.799805
	Iteration 10Q: 3 clusters Score -57299.66 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -57365.492188 Penalty: 678.799805
	Iteration 11Q: 3 clusters Score -57365.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -57406.332031 Penalty: 678.799805
	Iteration 12Q: 3 clusters Score -57406.33 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -57433.785156 Penalty: 678.799805
	Iteration 13Q: 3 clusters Score -57433.79 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -57448.718750 Penalty: 678.799805
	Iteration 14Q: 3 clusters Score -57448.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -57462.570312 Penalty: 678.799805
	Iteration 15Q: 3 clusters Score -57462.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -57474.460938 Penalty: 678.799805
	Iteration 16Q: 3 clusters Score -57474.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -57484.242188 Penalty: 678.799805
	Iteration 17Q: 3 clusters Score -57484.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -57491.355469 Penalty: 678.799805
	Iteration 18Q: 3 clusters Score -57491.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -57497.980469 Penalty: 678.799805
	Iteration 19Q: 3 clusters Score -57497.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -57502.644531 Penalty: 678.799805
	Iteration 20F: 3 clusters Score -57502.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -57504.871094 Penalty: 678.799805
	Iteration 21Q: 3 clusters Score -57504.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -57506.804688 Penalty: 678.799805
	Iteration 22Q: 3 clusters Score -57506.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -57508.660156 Penalty: 678.799805
	Iteration 23Q: 3 clusters Score -57508.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -57510.851562 Penalty: 678.799805
	Iteration 24Q: 3 clusters Score -57510.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -57511.058594 Penalty: 678.799805
	Iteration 25Q: 3 clusters Score -57511.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -57511.226562 Penalty: 678.799805
	Iteration 26Q: 3 clusters Score -57511.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -57511.226562 Penalty: 678.799805
	Iteration 27F: 3 clusters Score -57511.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -48797.527344 Penalty: 331.584015
	Iteration 0F: 2 clusters Score -48797.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -47697.226562 Penalty: 663.168030
	Iteration 0F: 3 clusters Score -47697.23 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -48020.082031 Penalty: 663.168030
	Iteration 1F: 3 clusters Score -48020.08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -48088.667969 Penalty: 663.168030
	Iteration 2F: 3 clusters Score -48088.67 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -48147.527344 Penalty: 663.168030
	Iteration 3F: 3 clusters Score -48147.53 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -48183.742188 Penalty: 663.168030
	Iteration 4Q: 3 clusters Score -48183.74 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -48223.945312 Penalty: 663.168030
	Iteration 5Q: 3 clusters Score -48223.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -48272.800781 Penalty: 663.168030
	Iteration 6Q: 3 clusters Score -48272.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -48323.714844 Penalty: 663.168030
	Iteration 7Q: 3 clusters Score -48323.71 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48368.230469 Penalty: 663.168030
	Iteration 8Q: 3 clusters Score -48368.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -48411.492188 Penalty: 663.168030
	Iteration 9Q: 3 clusters Score -48411.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -48446.234375 Penalty: 663.168030
	Iteration 10Q: 3 clusters Score -48446.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48465.554688 Penalty: 663.168030
	Iteration 11Q: 3 clusters Score -48465.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -48477.578125 Penalty: 663.168030
	Iteration 12Q: 3 clusters Score -48477.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -48485.417969 Penalty: 663.168030
	Iteration 13Q: 3 clusters Score -48485.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48494.863281 Penalty: 663.168030
	Iteration 14Q: 3 clusters Score -48494.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -48501.503906 Penalty: 663.168030
	Iteration 15Q: 3 clusters Score -48501.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48503.492188 Penalty: 663.168030
	Iteration 16Q: 3 clusters Score -48503.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48503.722656 Penalty: 663.168030
	Iteration 17Q: 3 clusters Score -48503.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48503.722656 Penalty: 663.168030
	Iteration 18F: 3 clusters Score -48503.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Entering Unmasked Estep 
Score: -159778.796875 Penalty: 385.351471
	Iteration 0F: 2 clusters Score -159778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -156541.500000 Penalty: 770.702942
	Iteration 0F: 3 clusters Score -156541.5 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -157750.187500 Penalty: 770.702942
	Iteration 1F: 3 clusters Score -157750.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -157873.625000 Penalty: 770.702942
	Iteration 2F: 3 clusters Score -157873.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -158013.406250 Penalty: 770.702942
	Iteration 3F: 3 clusters Score -158013.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -158178.531250 Penalty: 770.702942
	Iteration 4F: 3 clusters Score -158178.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -158382.156250 Penalty: 770.702942
	Iteration 5F: 3 clusters Score -158382.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -158633.421875 Penalty: 770.702942
	Iteration 6F: 3 clusters Score -158633.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -158897.937500 Penalty: 770.702942
	Iteration 7F: 3 clusters Score -158897.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -159147.875000 Penalty: 770.702942
	Iteration 8Q: 3 clusters Score -159147.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -159279.453125 Penalty: 770.702942
	Iteration 9Q: 3 clusters Score -159279.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -159336.390625 Penalty: 770.702942
	Iteration 10Q: 3 clusters Score -159336.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -159367.359375 Penalty: 770.702942
	Iteration 11Q: 3 clusters Score -159367.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -159388.671875 Penalty: 770.702942
	Iteration 12Q: 3 clusters Score -159388.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -159403.375000 Penalty: 770.702942
	Iteration 13Q: 3 clusters Score -159403.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -159414.218750 Penalty: 770.702942
	Iteration 14Q: 3 clusters Score -159414.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -159424.359375 Penalty: 770.702942
	Iteration 15Q: 3 clusters Score -159424.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -159432.046875 Penalty: 770.702942
	Iteration 16Q: 3 clusters Score -159432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -159439.406250 Penalty: 770.702942
	Iteration 17Q: 3 clusters Score -159439.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -159444.359375 Penalty: 770.702942
	Iteration 18Q: 3 clusters Score -159444.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -159447.453125 Penalty: 770.702942
	Iteration 19Q: 3 clusters Score -159447.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -159451.609375 Penalty: 770.702942
	Iteration 20F: 3 clusters Score -159451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -159452.984375 Penalty: 770.702942
	Iteration 21Q: 3 clusters Score -159453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -159453.781250 Penalty: 770.702942
	Iteration 22Q: 3 clusters Score -159453.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -159453.781250 Penalty: 770.702942
	Iteration 23F: 3 clusters Score -159453.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -70792.593750 Penalty: 350.363434
	Iteration 0F: 2 clusters Score -70792.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -69231.539062 Penalty: 700.726868
	Iteration 0F: 3 clusters Score -69231.54 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -69916.796875 Penalty: 700.726868
	Iteration 1F: 3 clusters Score -69916.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -70103.765625 Penalty: 700.726868
	Iteration 2F: 3 clusters Score -70103.77 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -70276.484375 Penalty: 700.726868
	Iteration 3F: 3 clusters Score -70276.48 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70410.289062 Penalty: 700.726868
	Iteration 4F: 3 clusters Score -70410.29 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -70499.007812 Penalty: 700.726868
	Iteration 5F: 3 clusters Score -70499.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -70546.382812 Penalty: 700.726868
	Iteration 6Q: 3 clusters Score -70546.38 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -70578.078125 Penalty: 700.726868
	Iteration 7Q: 3 clusters Score -70578.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -70602.187500 Penalty: 700.726868
	Iteration 8Q: 3 clusters Score -70602.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70619.992188 Penalty: 700.726868
	Iteration 9Q: 3 clusters Score -70619.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -70629.476562 Penalty: 700.726868
	Iteration 10Q: 3 clusters Score -70629.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -70631.039062 Penalty: 700.726868
	Iteration 11Q: 3 clusters Score -70631.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -70631.656250 Penalty: 700.726868
	Iteration 12Q: 3 clusters Score -70631.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -70631.656250 Penalty: 700.726868
	Iteration 13F: 3 clusters Score -70631.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -41640.753906 Penalty: 334.652588
	Iteration 0F: 2 clusters Score -41640.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -40474.261719 Penalty: 669.305176
	Iteration 0F: 3 clusters Score -40474.26 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -40919.218750 Penalty: 669.305176
	Iteration 1F: 3 clusters Score -40919.22 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -41019.667969 Penalty: 669.305176
	Iteration 2F: 3 clusters Score -41019.67 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -41102.019531 Penalty: 669.305176
	Iteration 3F: 3 clusters Score -41102.02 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -41153.312500 Penalty: 669.305176
	Iteration 4Q: 3 clusters Score -41153.31 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -41178.132812 Penalty: 669.305176
	Iteration 5Q: 3 clusters Score -41178.13 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -41190.683594 Penalty: 669.305176
	Iteration 6Q: 3 clusters Score -41190.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -41199.222656 Penalty: 669.305176
	Iteration 7Q: 3 clusters Score -41199.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -41206.945312 Penalty: 669.305176
	Iteration 8Q: 3 clusters Score -41206.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -41215.144531 Penalty: 669.305176
	Iteration 9Q: 3 clusters Score -41215.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -41225.152344 Penalty: 669.305176
	Iteration 10Q: 3 clusters Score -41225.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -41238.273438 Penalty: 669.305176
	Iteration 11Q: 3 clusters Score -41238.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -41248.957031 Penalty: 669.305176
	Iteration 12Q: 3 clusters Score -41248.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -41259.718750 Penalty: 669.305176
	Iteration 13Q: 3 clusters Score -41259.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -41269.000000 Penalty: 669.305176
	Iteration 14Q: 3 clusters Score -41269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -41275.289062 Penalty: 669.305176
	Iteration 15Q: 3 clusters Score -41275.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -41283.546875 Penalty: 669.305176
	Iteration 16Q: 3 clusters Score -41283.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -41290.718750 Penalty: 669.305176
	Iteration 17Q: 3 clusters Score -41290.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -41294.007812 Penalty: 669.305176
	Iteration 18Q: 3 clusters Score -41294.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -41299.941406 Penalty: 669.305176
	Iteration 19Q: 3 clusters Score -41299.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -41303.136719 Penalty: 669.305176
	Iteration 20F: 3 clusters Score -41303.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -41305.898438 Penalty: 669.305176
	Iteration 21Q: 3 clusters Score -41305.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -41308.703125 Penalty: 669.305176
	Iteration 22Q: 3 clusters Score -41308.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -41312.351562 Penalty: 669.305176
	Iteration 23Q: 3 clusters Score -41312.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -41319.691406 Penalty: 669.305176
	Iteration 24Q: 3 clusters Score -41319.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -41328.539062 Penalty: 669.305176
	Iteration 25Q: 3 clusters Score -41328.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -41336.597656 Penalty: 669.305176
	Iteration 26Q: 3 clusters Score -41336.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -41343.617188 Penalty: 669.305176
	Iteration 27Q: 3 clusters Score -41343.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -41351.714844 Penalty: 669.305176
	Iteration 28Q: 3 clusters Score -41351.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -41360.101562 Penalty: 669.305176
	Iteration 29Q: 3 clusters Score -41360.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -41364.539062 Penalty: 669.305176
	Iteration 30Q: 3 clusters Score -41364.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -41367.851562 Penalty: 669.305176
	Iteration 31Q: 3 clusters Score -41367.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -41370.593750 Penalty: 669.305176
	Iteration 32Q: 3 clusters Score -41370.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -41373.445312 Penalty: 669.305176
	Iteration 33Q: 3 clusters Score -41373.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -41375.949219 Penalty: 669.305176
	Iteration 34Q: 3 clusters Score -41375.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -41378.070312 Penalty: 669.305176
	Iteration 35Q: 3 clusters Score -41378.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -41380.535156 Penalty: 669.305176
	Iteration 36Q: 3 clusters Score -41380.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -41382.207031 Penalty: 669.305176
	Iteration 37Q: 3 clusters Score -41382.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -41387.582031 Penalty: 669.305176
	Iteration 38Q: 3 clusters Score -41387.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -41395.390625 Penalty: 669.305176
	Iteration 39Q: 3 clusters Score -41395.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -41397.625000 Penalty: 669.305176
	Iteration 40F: 3 clusters Score -41397.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -41398.777344 Penalty: 669.305176
	Iteration 41Q: 3 clusters Score -41398.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -41399.136719 Penalty: 669.305176
	Iteration 42Q: 3 clusters Score -41399.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -41399.136719 Penalty: 669.305176
	Iteration 43F: 3 clusters Score -41399.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (16137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Entering Unmasked Estep 
Score: -516918.906250 Penalty: 440.843597
	Iteration 0F: 2 clusters Score -516918.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -506233.500000 Penalty: 881.687195
	Iteration 0F: 3 clusters Score -506233.5 nChanged 7591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -510794.750000 Penalty: 881.687195
	Iteration 1F: 3 clusters Score -510794.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -511280.125000 Penalty: 881.687195
	Iteration 2F: 3 clusters Score -511280.1 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -511936.718750 Penalty: 881.687195
	Iteration 3F: 3 clusters Score -511936.7 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -512685.000000 Penalty: 881.687195
	Iteration 4F: 3 clusters Score -512685 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -513427.781250 Penalty: 881.687195
	Iteration 5F: 3 clusters Score -513427.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -513816.718750 Penalty: 881.687195
	Iteration 6Q: 3 clusters Score -513816.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -513952.687500 Penalty: 881.687195
	Iteration 7Q: 3 clusters Score -513952.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -514016.031250 Penalty: 881.687195
	Iteration 8Q: 3 clusters Score -514016 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -514059.906250 Penalty: 881.687195
	Iteration 9Q: 3 clusters Score -514059.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -514118.593750 Penalty: 881.687195
	Iteration 10Q: 3 clusters Score -514118.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -514182.218750 Penalty: 881.687195
	Iteration 11Q: 3 clusters Score -514182.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -514238.968750 Penalty: 881.687195
	Iteration 12Q: 3 clusters Score -514239 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -514295.625000 Penalty: 881.687195
	Iteration 13Q: 3 clusters Score -514295.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -514357.562500 Penalty: 881.687195
	Iteration 14Q: 3 clusters Score -514357.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -514429.281250 Penalty: 881.687195
	Iteration 15Q: 3 clusters Score -514429.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -514506.781250 Penalty: 881.687195
	Iteration 16Q: 3 clusters Score -514506.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -514581.000000 Penalty: 881.687195
	Iteration 17Q: 3 clusters Score -514581 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -514640.937500 Penalty: 881.687195
	Iteration 18Q: 3 clusters Score -514640.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -514700.000000 Penalty: 881.687195
	Iteration 19Q: 3 clusters Score -514700 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -514753.093750 Penalty: 881.687195
	Iteration 20F: 3 clusters Score -514753.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -514806.000000 Penalty: 881.687195
	Iteration 21Q: 3 clusters Score -514806 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -514856.562500 Penalty: 881.687195
	Iteration 22Q: 3 clusters Score -514856.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -514908.718750 Penalty: 881.687195
	Iteration 23Q: 3 clusters Score -514908.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -514954.281250 Penalty: 881.687195
	Iteration 24Q: 3 clusters Score -514954.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -515004.031250 Penalty: 881.687195
	Iteration 25Q: 3 clusters Score -515004 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -515047.906250 Penalty: 881.687195
	Iteration 26Q: 3 clusters Score -515047.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -515083.906250 Penalty: 881.687195
	Iteration 27Q: 3 clusters Score -515083.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -515111.625000 Penalty: 881.687195
	Iteration 28Q: 3 clusters Score -515111.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -515136.125000 Penalty: 881.687195
	Iteration 29Q: 3 clusters Score -515136.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -515154.843750 Penalty: 881.687195
	Iteration 30Q: 3 clusters Score -515154.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -515169.531250 Penalty: 881.687195
	Iteration 31Q: 3 clusters Score -515169.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -515184.156250 Penalty: 881.687195
	Iteration 32Q: 3 clusters Score -515184.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -515193.531250 Penalty: 881.687195
	Iteration 33Q: 3 clusters Score -515193.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -515203.468750 Penalty: 881.687195
	Iteration 34Q: 3 clusters Score -515203.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -515210.968750 Penalty: 881.687195
	Iteration 35Q: 3 clusters Score -515211 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -515218.968750 Penalty: 881.687195
	Iteration 36Q: 3 clusters Score -515219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -515222.031250 Penalty: 881.687195
	Iteration 37Q: 3 clusters Score -515222 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -515228.281250 Penalty: 881.687195
	Iteration 38Q: 3 clusters Score -515228.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -515231.687500 Penalty: 881.687195
	Iteration 39Q: 3 clusters Score -515231.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -515236.343750 Penalty: 881.687195
	Iteration 40F: 3 clusters Score -515236.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -515242.812500 Penalty: 881.687195
	Iteration 41Q: 3 clusters Score -515242.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -515248.593750 Penalty: 881.687195
	Iteration 42Q: 3 clusters Score -515248.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -515256.250000 Penalty: 881.687195
	Iteration 43Q: 3 clusters Score -515256.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -515265.468750 Penalty: 881.687195
	Iteration 44Q: 3 clusters Score -515265.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -515275.718750 Penalty: 881.687195
	Iteration 45Q: 3 clusters Score -515275.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -515283.406250 Penalty: 881.687195
	Iteration 46Q: 3 clusters Score -515283.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -515291.093750 Penalty: 881.687195
	Iteration 47Q: 3 clusters Score -515291.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -515296.718750 Penalty: 881.687195
	Iteration 48Q: 3 clusters Score -515296.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -515303.000000 Penalty: 881.687195
	Iteration 49Q: 3 clusters Score -515303 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -515308.187500 Penalty: 881.687195
	Iteration 50Q: 3 clusters Score -515308.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -515317.468750 Penalty: 881.687195
	Iteration 51Q: 3 clusters Score -515317.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -515324.281250 Penalty: 881.687195
	Iteration 52Q: 3 clusters Score -515324.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -515330.750000 Penalty: 881.687195
	Iteration 53Q: 3 clusters Score -515330.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -515338.343750 Penalty: 881.687195
	Iteration 54Q: 3 clusters Score -515338.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -515346.156250 Penalty: 881.687195
	Iteration 55Q: 3 clusters Score -515346.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -515351.781250 Penalty: 881.687195
	Iteration 56Q: 3 clusters Score -515351.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -515356.937500 Penalty: 881.687195
	Iteration 57Q: 3 clusters Score -515356.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -515362.250000 Penalty: 881.687195
	Iteration 58Q: 3 clusters Score -515362.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -515363.062500 Penalty: 881.687195
	Iteration 59Q: 3 clusters Score -515363.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -515369.375000 Penalty: 881.687195
	Iteration 60F: 3 clusters Score -515369.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -515375.218750 Penalty: 881.687195
	Iteration 61Q: 3 clusters Score -515375.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -515381.218750 Penalty: 881.687195
	Iteration 62Q: 3 clusters Score -515381.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -515386.656250 Penalty: 881.687195
	Iteration 63Q: 3 clusters Score -515386.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -515395.656250 Penalty: 881.687195
	Iteration 64Q: 3 clusters Score -515395.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -515400.781250 Penalty: 881.687195
	Iteration 65Q: 3 clusters Score -515400.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -515406.781250 Penalty: 881.687195
	Iteration 66Q: 3 clusters Score -515406.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -515413.343750 Penalty: 881.687195
	Iteration 67Q: 3 clusters Score -515413.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -515418.250000 Penalty: 881.687195
	Iteration 68Q: 3 clusters Score -515418.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -515426.187500 Penalty: 881.687195
	Iteration 69Q: 3 clusters Score -515426.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -515435.125000 Penalty: 881.687195
	Iteration 70Q: 3 clusters Score -515435.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -515442.562500 Penalty: 881.687195
	Iteration 71Q: 3 clusters Score -515442.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -515454.031250 Penalty: 881.687195
	Iteration 72Q: 3 clusters Score -515454 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -515466.625000 Penalty: 881.687195
	Iteration 73Q: 3 clusters Score -515466.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -515479.781250 Penalty: 881.687195
	Iteration 74Q: 3 clusters Score -515479.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -515490.437500 Penalty: 881.687195
	Iteration 75Q: 3 clusters Score -515490.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -515499.312500 Penalty: 881.687195
	Iteration 76Q: 3 clusters Score -515499.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -515508.812500 Penalty: 881.687195
	Iteration 77Q: 3 clusters Score -515508.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -515519.593750 Penalty: 881.687195
	Iteration 78Q: 3 clusters Score -515519.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -515529.343750 Penalty: 881.687195
	Iteration 79Q: 3 clusters Score -515529.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -515539.781250 Penalty: 881.687195
	Iteration 80F: 3 clusters Score -515539.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -515550.187500 Penalty: 881.687195
	Iteration 81Q: 3 clusters Score -515550.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -515558.687500 Penalty: 881.687195
	Iteration 82Q: 3 clusters Score -515558.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -515566.312500 Penalty: 881.687195
	Iteration 83Q: 3 clusters Score -515566.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -515569.812500 Penalty: 881.687195
	Iteration 84Q: 3 clusters Score -515569.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -515573.218750 Penalty: 881.687195
	Iteration 85Q: 3 clusters Score -515573.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -515579.093750 Penalty: 881.687195
	Iteration 86Q: 3 clusters Score -515579.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -515583.343750 Penalty: 881.687195
	Iteration 87Q: 3 clusters Score -515583.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -515588.312500 Penalty: 881.687195
	Iteration 88Q: 3 clusters Score -515588.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -515591.437500 Penalty: 881.687195
	Iteration 89Q: 3 clusters Score -515591.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -515593.656250 Penalty: 881.687195
	Iteration 90Q: 3 clusters Score -515593.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -515597.343750 Penalty: 881.687195
	Iteration 91Q: 3 clusters Score -515597.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -515599.593750 Penalty: 881.687195
	Iteration 92Q: 3 clusters Score -515599.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -515606.437500 Penalty: 881.687195
	Iteration 93Q: 3 clusters Score -515606.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -515609.875000 Penalty: 881.687195
	Iteration 94Q: 3 clusters Score -515609.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -515616.312500 Penalty: 881.687195
	Iteration 95Q: 3 clusters Score -515616.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -515626.156250 Penalty: 881.687195
	Iteration 96Q: 3 clusters Score -515626.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -515640.562500 Penalty: 881.687195
	Iteration 97Q: 3 clusters Score -515640.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -515656.656250 Penalty: 881.687195
	Iteration 98Q: 3 clusters Score -515656.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -515676.593750 Penalty: 881.687195
	Iteration 99Q: 3 clusters Score -515676.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -515693.531250 Penalty: 881.687195
	Iteration 100F: 3 clusters Score -515693.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -515714.718750 Penalty: 881.687195
	Iteration 101Q: 3 clusters Score -515714.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -515730.812500 Penalty: 881.687195
	Iteration 102Q: 3 clusters Score -515730.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -515743.875000 Penalty: 881.687195
	Iteration 103Q: 3 clusters Score -515743.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -515755.750000 Penalty: 881.687195
	Iteration 104Q: 3 clusters Score -515755.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -515772.187500 Penalty: 881.687195
	Iteration 105Q: 3 clusters Score -515772.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -515790.593750 Penalty: 881.687195
	Iteration 106Q: 3 clusters Score -515790.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -515818.281250 Penalty: 881.687195
	Iteration 107Q: 3 clusters Score -515818.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -515844.531250 Penalty: 881.687195
	Iteration 108Q: 3 clusters Score -515844.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -515871.156250 Penalty: 881.687195
	Iteration 109Q: 3 clusters Score -515871.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -515903.531250 Penalty: 881.687195
	Iteration 110Q: 3 clusters Score -515903.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -515924.750000 Penalty: 881.687195
	Iteration 111Q: 3 clusters Score -515924.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -515942.062500 Penalty: 881.687195
	Iteration 112Q: 3 clusters Score -515942.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -515963.437500 Penalty: 881.687195
	Iteration 113Q: 3 clusters Score -515963.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -515990.250000 Penalty: 881.687195
	Iteration 114Q: 3 clusters Score -515990.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -516014.593750 Penalty: 881.687195
	Iteration 115Q: 3 clusters Score -516014.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -516029.312500 Penalty: 881.687195
	Iteration 116Q: 3 clusters Score -516029.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -516049.156250 Penalty: 881.687195
	Iteration 117Q: 3 clusters Score -516049.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -516072.000000 Penalty: 881.687195
	Iteration 118Q: 3 clusters Score -516072 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -516095.937500 Penalty: 881.687195
	Iteration 119Q: 3 clusters Score -516095.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -516116.031250 Penalty: 881.687195
	Iteration 120F: 3 clusters Score -516116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -516135.531250 Penalty: 881.687195
	Iteration 121Q: 3 clusters Score -516135.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -516154.156250 Penalty: 881.687195
	Iteration 122Q: 3 clusters Score -516154.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -516174.187500 Penalty: 881.687195
	Iteration 123Q: 3 clusters Score -516174.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -516196.843750 Penalty: 881.687195
	Iteration 124Q: 3 clusters Score -516196.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -516218.343750 Penalty: 881.687195
	Iteration 125Q: 3 clusters Score -516218.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -516237.281250 Penalty: 881.687195
	Iteration 126Q: 3 clusters Score -516237.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -516267.156250 Penalty: 881.687195
	Iteration 127Q: 3 clusters Score -516267.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -516294.812500 Penalty: 881.687195
	Iteration 128Q: 3 clusters Score -516294.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -516326.281250 Penalty: 881.687195
	Iteration 129Q: 3 clusters Score -516326.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -516355.187500 Penalty: 881.687195
	Iteration 130Q: 3 clusters Score -516355.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -516373.937500 Penalty: 881.687195
	Iteration 131Q: 3 clusters Score -516373.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -516391.968750 Penalty: 881.687195
	Iteration 132Q: 3 clusters Score -516392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -516400.562500 Penalty: 881.687195
	Iteration 133Q: 3 clusters Score -516400.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -516410.687500 Penalty: 881.687195
	Iteration 134Q: 3 clusters Score -516410.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -516417.937500 Penalty: 881.687195
	Iteration 135Q: 3 clusters Score -516417.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -516426.281250 Penalty: 881.687195
	Iteration 136Q: 3 clusters Score -516426.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -516439.718750 Penalty: 881.687195
	Iteration 137Q: 3 clusters Score -516439.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -516453.843750 Penalty: 881.687195
	Iteration 138Q: 3 clusters Score -516453.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -516462.781250 Penalty: 881.687195
	Iteration 139Q: 3 clusters Score -516462.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -516473.062500 Penalty: 881.687195
	Iteration 140F: 3 clusters Score -516473.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -516481.093750 Penalty: 881.687195
	Iteration 141Q: 3 clusters Score -516481.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -516487.718750 Penalty: 881.687195
	Iteration 142Q: 3 clusters Score -516487.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -516493.937500 Penalty: 881.687195
	Iteration 143Q: 3 clusters Score -516493.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -516503.031250 Penalty: 881.687195
	Iteration 144Q: 3 clusters Score -516503 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -516513.906250 Penalty: 881.687195
	Iteration 145Q: 3 clusters Score -516513.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -516521.375000 Penalty: 881.687195
	Iteration 146Q: 3 clusters Score -516521.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 15256 members 
Entering Unmasked Estep 
Score: -516532.968750 Penalty: 881.687195
	Iteration 147Q: 3 clusters Score -516533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -516541.437500 Penalty: 881.687195
	Iteration 148Q: 3 clusters Score -516541.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -516550.156250 Penalty: 881.687195
	Iteration 149Q: 3 clusters Score -516550.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -516553.750000 Penalty: 881.687195
	Iteration 150Q: 3 clusters Score -516553.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -516557.093750 Penalty: 881.687195
	Iteration 151Q: 3 clusters Score -516557.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -516559.500000 Penalty: 881.687195
	Iteration 152Q: 3 clusters Score -516559.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -516560.437500 Penalty: 881.687195
	Iteration 153Q: 3 clusters Score -516560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -516561.000000 Penalty: 881.687195
	Iteration 154Q: 3 clusters Score -516561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -516562.312500 Penalty: 881.687195
	Iteration 155Q: 3 clusters Score -516562.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -516563.781250 Penalty: 881.687195
	Iteration 156Q: 3 clusters Score -516563.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -516567.343750 Penalty: 881.687195
	Iteration 157Q: 3 clusters Score -516567.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -516570.562500 Penalty: 881.687195
	Iteration 158Q: 3 clusters Score -516570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -516573.531250 Penalty: 881.687195
	Iteration 159Q: 3 clusters Score -516573.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -516574.718750 Penalty: 881.687195
	Iteration 160F: 3 clusters Score -516574.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -516574.500000 Penalty: 881.687195
	Iteration 161Q: 3 clusters Score -516574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -516574.281250 Penalty: 881.687195
	Iteration 162Q: 3 clusters Score -516574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -516575.875000 Penalty: 881.687195
	Iteration 163Q: 3 clusters Score -516575.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -516577.156250 Penalty: 881.687195
	Iteration 164Q: 3 clusters Score -516577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -516577.343750 Penalty: 881.687195
	Iteration 165Q: 3 clusters Score -516577.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -516577.218750 Penalty: 881.687195
	Iteration 166Q: 3 clusters Score -516577.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -516578.031250 Penalty: 881.687195
	Iteration 167Q: 3 clusters Score -516578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -516577.562500 Penalty: 881.687195
	Iteration 168Q: 3 clusters Score -516577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -516577.343750 Penalty: 881.687195
	Iteration 169Q: 3 clusters Score -516577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -516579.250000 Penalty: 881.687195
	Iteration 170Q: 3 clusters Score -516579.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -516579.687500 Penalty: 881.687195
	Iteration 171Q: 3 clusters Score -516579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -516582.656250 Penalty: 881.687195
	Iteration 172Q: 3 clusters Score -516582.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -516583.312500 Penalty: 881.687195
	Iteration 173Q: 3 clusters Score -516583.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -516584.500000 Penalty: 881.687195
	Iteration 174Q: 3 clusters Score -516584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -516585.218750 Penalty: 881.687195
	Iteration 175Q: 3 clusters Score -516585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -516585.031250 Penalty: 881.687195
	Iteration 176Q: 3 clusters Score -516585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -516584.718750 Penalty: 881.687195
	Iteration 177Q: 3 clusters Score -516584.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -516585.218750 Penalty: 881.687195
	Iteration 178Q: 3 clusters Score -516585.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -516585.218750 Penalty: 881.687195
	Iteration 179F: 3 clusters Score -516585.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (366091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366091 members 
Entering Unmasked Estep 
Score: -11555203.000000 Penalty: 582.884033
	Iteration 0F: 2 clusters Score -1.15552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183325 members 
Mstep: Class 2 contains 182766 members 
Entering Unmasked Estep 
Score: -11305946.000000 Penalty: 1165.768066
	Iteration 0F: 3 clusters Score -1.130595e+07 nChanged 180811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198502 members 
Mstep: Class 2 contains 167589 members 
Entering Unmasked Estep 
Score: -11414184.000000 Penalty: 1165.768066
	Iteration 1F: 3 clusters Score -1.141418e+07 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207771 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -11417795.000000 Penalty: 1165.768066
	Iteration 2Q: 3 clusters Score -1.14178e+07 nChanged 16351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222984 members 
Mstep: Class 2 contains 143107 members 
Entering Unmasked Estep 
Score: -11425046.000000 Penalty: 1165.768066
	Iteration 3Q: 3 clusters Score -1.142505e+07 nChanged 24375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246951 members 
Mstep: Class 2 contains 119140 members 
Entering Unmasked Estep 
Score: -11440642.000000 Penalty: 1165.768066
	Iteration 4F: 3 clusters Score -1.144064e+07 nChanged 33058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279819 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -11468544.000000 Penalty: 1165.768066
	Iteration 5F: 3 clusters Score -1.146854e+07 nChanged 35420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315197 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -11504107.000000 Penalty: 1165.768066
	Iteration 6F: 3 clusters Score -1.150411e+07 nChanged 26683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341876 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -11532011.000000 Penalty: 1165.768066
	Iteration 7F: 3 clusters Score -1.153201e+07 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355767 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -11545987.000000 Penalty: 1165.768066
	Iteration 8Q: 3 clusters Score -1.154599e+07 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361268 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -11551397.000000 Penalty: 1165.768066
	Iteration 9Q: 3 clusters Score -1.15514e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363296 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -11553380.000000 Penalty: 1165.768066
	Iteration 10Q: 3 clusters Score -1.155338e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364082 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -11554090.000000 Penalty: 1165.768066
	Iteration 11Q: 3 clusters Score -1.155409e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364463 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11554461.000000 Penalty: 1165.768066
	Iteration 12Q: 3 clusters Score -1.155446e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364659 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -11554617.000000 Penalty: 1165.768066
	Iteration 13Q: 3 clusters Score -1.155462e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364765 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11554687.000000 Penalty: 1165.768066
	Iteration 14Q: 3 clusters Score -1.155469e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364828 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -11554755.000000 Penalty: 1165.768066
	Iteration 15Q: 3 clusters Score -1.155476e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364860 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -11554804.000000 Penalty: 1165.768066
	Iteration 16Q: 3 clusters Score -1.15548e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364868 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -11554842.000000 Penalty: 1165.768066
	Iteration 17Q: 3 clusters Score -1.155484e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364884 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -11554882.000000 Penalty: 1165.768066
	Iteration 18Q: 3 clusters Score -1.155488e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364885 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -11554937.000000 Penalty: 1165.768066
	Iteration 19Q: 3 clusters Score -1.155494e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364886 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -11554962.000000 Penalty: 1165.768066
	Iteration 20F: 3 clusters Score -1.155496e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364883 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -11554984.000000 Penalty: 1165.768066
	Iteration 21Q: 3 clusters Score -1.155498e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364861 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -11555011.000000 Penalty: 1165.768066
	Iteration 22Q: 3 clusters Score -1.155501e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364849 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11555027.000000 Penalty: 1165.768066
	Iteration 23Q: 3 clusters Score -1.155503e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364835 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11555028.000000 Penalty: 1165.768066
	Iteration 24Q: 3 clusters Score -1.155503e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364835 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -11555045.000000 Penalty: 1165.768066
	Iteration 25Q: 3 clusters Score -1.155504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364821 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -11555040.000000 Penalty: 1165.768066
	Iteration 26Q: 3 clusters Score -1.155504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364811 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -11555044.000000 Penalty: 1165.768066
	Iteration 27Q: 3 clusters Score -1.155504e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364804 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11555046.000000 Penalty: 1165.768066
	Iteration 28Q: 3 clusters Score -1.155505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364796 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -11555045.000000 Penalty: 1165.768066
	Iteration 29Q: 3 clusters Score -1.155504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364785 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -11555039.000000 Penalty: 1165.768066
	Iteration 30Q: 3 clusters Score -1.155504e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364775 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11555034.000000 Penalty: 1165.768066
	Iteration 31Q: 3 clusters Score -1.155503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364758 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11555039.000000 Penalty: 1165.768066
	Iteration 32Q: 3 clusters Score -1.155504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364735 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -11555052.000000 Penalty: 1165.768066
	Iteration 33Q: 3 clusters Score -1.155505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364724 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -11555054.000000 Penalty: 1165.768066
	Iteration 34Q: 3 clusters Score -1.155505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364714 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -11555068.000000 Penalty: 1165.768066
	Iteration 35Q: 3 clusters Score -1.155507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364698 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -11555082.000000 Penalty: 1165.768066
	Iteration 36Q: 3 clusters Score -1.155508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364682 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -11555084.000000 Penalty: 1165.768066
	Iteration 37Q: 3 clusters Score -1.155508e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364664 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -11555087.000000 Penalty: 1165.768066
	Iteration 38Q: 3 clusters Score -1.155509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364645 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -11555089.000000 Penalty: 1165.768066
	Iteration 39Q: 3 clusters Score -1.155509e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364619 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -11555103.000000 Penalty: 1165.768066
	Iteration 40F: 3 clusters Score -1.15551e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364588 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -11555087.000000 Penalty: 1165.768066
	Iteration 41Q: 3 clusters Score -1.155509e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364562 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -11555079.000000 Penalty: 1165.768066
	Iteration 42Q: 3 clusters Score -1.155508e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364531 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -11555102.000000 Penalty: 1165.768066
	Iteration 43Q: 3 clusters Score -1.15551e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364491 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -11555103.000000 Penalty: 1165.768066
	Iteration 44Q: 3 clusters Score -1.15551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364455 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11555128.000000 Penalty: 1165.768066
	Iteration 45Q: 3 clusters Score -1.155513e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364426 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11555133.000000 Penalty: 1165.768066
	Iteration 46Q: 3 clusters Score -1.155513e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364397 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -11555142.000000 Penalty: 1165.768066
	Iteration 47Q: 3 clusters Score -1.155514e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364364 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -11555144.000000 Penalty: 1165.768066
	Iteration 48Q: 3 clusters Score -1.155514e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364324 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11555170.000000 Penalty: 1165.768066
	Iteration 49Q: 3 clusters Score -1.155517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364292 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -11555175.000000 Penalty: 1165.768066
	Iteration 50Q: 3 clusters Score -1.155518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364272 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -11555173.000000 Penalty: 1165.768066
	Iteration 51Q: 3 clusters Score -1.155517e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364249 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -11555173.000000 Penalty: 1165.768066
	Iteration 52Q: 3 clusters Score -1.155517e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364220 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -11555198.000000 Penalty: 1165.768066
	Iteration 53Q: 3 clusters Score -1.15552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364190 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -11555211.000000 Penalty: 1165.768066
	Iteration 54Q: 3 clusters Score -1.155521e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364160 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -11555206.000000 Penalty: 1165.768066
	Iteration 55Q: 3 clusters Score -1.155521e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364146 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -11555214.000000 Penalty: 1165.768066
	Iteration 56Q: 3 clusters Score -1.155521e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364138 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11555211.000000 Penalty: 1165.768066
	Iteration 57Q: 3 clusters Score -1.155521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364127 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11555212.000000 Penalty: 1165.768066
	Iteration 58Q: 3 clusters Score -1.155521e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364123 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11555208.000000 Penalty: 1165.768066
	Iteration 59Q: 3 clusters Score -1.155521e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364116 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -11555215.000000 Penalty: 1165.768066
	Iteration 60F: 3 clusters Score -1.155522e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364111 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11555214.000000 Penalty: 1165.768066
	Iteration 61Q: 3 clusters Score -1.155521e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364094 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -11555213.000000 Penalty: 1165.768066
	Iteration 62Q: 3 clusters Score -1.155521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364076 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -11555215.000000 Penalty: 1165.768066
	Iteration 63Q: 3 clusters Score -1.155522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364066 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -11555213.000000 Penalty: 1165.768066
	Iteration 64Q: 3 clusters Score -1.155521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364053 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -11555215.000000 Penalty: 1165.768066
	Iteration 65Q: 3 clusters Score -1.155522e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364043 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -11555217.000000 Penalty: 1165.768066
	Iteration 66Q: 3 clusters Score -1.155522e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364030 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -11555225.000000 Penalty: 1165.768066
	Iteration 67Q: 3 clusters Score -1.155522e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364023 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -11555217.000000 Penalty: 1165.768066
	Iteration 68Q: 3 clusters Score -1.155522e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364007 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -11555212.000000 Penalty: 1165.768066
	Iteration 69Q: 3 clusters Score -1.155521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363992 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -11555214.000000 Penalty: 1165.768066
	Iteration 70Q: 3 clusters Score -1.155521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363988 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -11555223.000000 Penalty: 1165.768066
	Iteration 71Q: 3 clusters Score -1.155522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363983 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -11555223.000000 Penalty: 1165.768066
	Iteration 72Q: 3 clusters Score -1.155522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363976 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -11555230.000000 Penalty: 1165.768066
	Iteration 73Q: 3 clusters Score -1.155523e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363969 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -11555236.000000 Penalty: 1165.768066
	Iteration 74Q: 3 clusters Score -1.155524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363963 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -11555239.000000 Penalty: 1165.768066
	Iteration 75Q: 3 clusters Score -1.155524e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363954 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11555242.000000 Penalty: 1165.768066
	Iteration 76Q: 3 clusters Score -1.155524e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363946 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -11555243.000000 Penalty: 1165.768066
	Iteration 77Q: 3 clusters Score -1.155524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363940 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -11555257.000000 Penalty: 1165.768066
	Iteration 78Q: 3 clusters Score -1.155526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363934 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -11555258.000000 Penalty: 1165.768066
	Iteration 79Q: 3 clusters Score -1.155526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363929 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -11555254.000000 Penalty: 1165.768066
	Iteration 80F: 3 clusters Score -1.155525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363922 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -11555245.000000 Penalty: 1165.768066
	Iteration 81Q: 3 clusters Score -1.155524e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363918 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -11555252.000000 Penalty: 1165.768066
	Iteration 82Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363914 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -11555253.000000 Penalty: 1165.768066
	Iteration 83Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363912 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -11555254.000000 Penalty: 1165.768066
	Iteration 84Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363908 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -11555253.000000 Penalty: 1165.768066
	Iteration 85Q: 3 clusters Score -1.155525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363903 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -11555250.000000 Penalty: 1165.768066
	Iteration 86Q: 3 clusters Score -1.155525e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363897 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -11555252.000000 Penalty: 1165.768066
	Iteration 87Q: 3 clusters Score -1.155525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363895 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -11555249.000000 Penalty: 1165.768066
	Iteration 88Q: 3 clusters Score -1.155525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363892 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -11555245.000000 Penalty: 1165.768066
	Iteration 89Q: 3 clusters Score -1.155524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363889 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -11555245.000000 Penalty: 1165.768066
	Iteration 90Q: 3 clusters Score -1.155524e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363883 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -11555246.000000 Penalty: 1165.768066
	Iteration 91Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363879 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -11555243.000000 Penalty: 1165.768066
	Iteration 92Q: 3 clusters Score -1.155524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363877 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -11555251.000000 Penalty: 1165.768066
	Iteration 93Q: 3 clusters Score -1.155525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363875 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -11555249.000000 Penalty: 1165.768066
	Iteration 94Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363871 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -11555248.000000 Penalty: 1165.768066
	Iteration 95Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363867 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -11555234.000000 Penalty: 1165.768066
	Iteration 96Q: 3 clusters Score -1.155523e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363859 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11555246.000000 Penalty: 1165.768066
	Iteration 97Q: 3 clusters Score -1.155525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363851 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -11555249.000000 Penalty: 1165.768066
	Iteration 98Q: 3 clusters Score -1.155525e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363848 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -11555254.000000 Penalty: 1165.768066
	Iteration 99Q: 3 clusters Score -1.155525e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363840 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -11555260.000000 Penalty: 1165.768066
	Iteration 100F: 3 clusters Score -1.155526e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363832 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -11555255.000000 Penalty: 1165.768066
	Iteration 101Q: 3 clusters Score -1.155526e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363825 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -11555253.000000 Penalty: 1165.768066
	Iteration 102Q: 3 clusters Score -1.155525e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363818 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -11555251.000000 Penalty: 1165.768066
	Iteration 103Q: 3 clusters Score -1.155525e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363816 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -11555257.000000 Penalty: 1165.768066
	Iteration 104Q: 3 clusters Score -1.155526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363815 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -11555257.000000 Penalty: 1165.768066
	Iteration 105Q: 3 clusters Score -1.155526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363813 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11555250.000000 Penalty: 1165.768066
	Iteration 106Q: 3 clusters Score -1.155525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363812 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11555253.000000 Penalty: 1165.768066
	Iteration 107Q: 3 clusters Score -1.155525e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363813 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11555255.000000 Penalty: 1165.768066
	Iteration 108Q: 3 clusters Score -1.155526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363814 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -11555262.000000 Penalty: 1165.768066
	Iteration 109Q: 3 clusters Score -1.155526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363813 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -11555260.000000 Penalty: 1165.768066
	Iteration 110Q: 3 clusters Score -1.155526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363812 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11555260.000000 Penalty: 1165.768066
	Iteration 111Q: 3 clusters Score -1.155526e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363811 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -11555255.000000 Penalty: 1165.768066
	Iteration 112Q: 3 clusters Score -1.155526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363808 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11555260.000000 Penalty: 1165.768066
	Iteration 113Q: 3 clusters Score -1.155526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363807 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -11555264.000000 Penalty: 1165.768066
	Iteration 114Q: 3 clusters Score -1.155526e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363804 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -11555253.000000 Penalty: 1165.768066
	Iteration 115Q: 3 clusters Score -1.155525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363803 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -11555252.000000 Penalty: 1165.768066
	Iteration 116Q: 3 clusters Score -1.155525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363805 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11555255.000000 Penalty: 1165.768066
	Iteration 117Q: 3 clusters Score -1.155526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363805 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -11555255.000000 Penalty: 1165.768066
	Iteration 118F: 3 clusters Score -1.155526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 363805 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24433 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 230135 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45327 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 1895 members 
Entering Unmasked Estep 
Score: -21492762.000000 Penalty: 11053.628906
Splitting cluster 7 changes total score from -21492558.000000 to -21492762.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -46285.867188 Penalty: 329.416931
	Iteration 0F: 2 clusters Score -46285.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -45212.578125 Penalty: 658.833862
	Iteration 0F: 3 clusters Score -45212.58 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -45503.320312 Penalty: 658.833862
	Iteration 1F: 3 clusters Score -45503.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -45552.652344 Penalty: 658.833862
	Iteration 2F: 3 clusters Score -45552.65 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -45589.578125 Penalty: 658.833862
	Iteration 3Q: 3 clusters Score -45589.58 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -45634.703125 Penalty: 658.833862
	Iteration 4Q: 3 clusters Score -45634.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -45683.867188 Penalty: 658.833862
	Iteration 5F: 3 clusters Score -45683.87 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -45734.292969 Penalty: 658.833862
	Iteration 6F: 3 clusters Score -45734.29 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -45779.425781 Penalty: 658.833862
	Iteration 7Q: 3 clusters Score -45779.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -45820.812500 Penalty: 658.833862
	Iteration 8Q: 3 clusters Score -45820.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -45853.730469 Penalty: 658.833862
	Iteration 9Q: 3 clusters Score -45853.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -45879.175781 Penalty: 658.833862
	Iteration 10Q: 3 clusters Score -45879.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -45900.988281 Penalty: 658.833862
	Iteration 11Q: 3 clusters Score -45900.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -45924.460938 Penalty: 658.833862
	Iteration 12Q: 3 clusters Score -45924.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -45943.148438 Penalty: 658.833862
	Iteration 13Q: 3 clusters Score -45943.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -45953.074219 Penalty: 658.833862
	Iteration 14Q: 3 clusters Score -45953.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -45959.585938 Penalty: 658.833862
	Iteration 15Q: 3 clusters Score -45959.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -45962.109375 Penalty: 658.833862
	Iteration 16Q: 3 clusters Score -45962.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -45963.746094 Penalty: 658.833862
	Iteration 17Q: 3 clusters Score -45963.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -45965.738281 Penalty: 658.833862
	Iteration 18Q: 3 clusters Score -45965.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -45965.738281 Penalty: 658.833862
	Iteration 19F: 3 clusters Score -45965.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Entering Unmasked Estep 
Score: -734414.562500 Penalty: 456.636261
	Iteration 0F: 2 clusters Score -734414.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -719185.000000 Penalty: 913.272522
	Iteration 0F: 3 clusters Score -719185 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -725944.812500 Penalty: 913.272522
	Iteration 1F: 3 clusters Score -725944.8 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -726984.937500 Penalty: 913.272522
	Iteration 2F: 3 clusters Score -726984.9 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -728435.937500 Penalty: 913.272522
	Iteration 3F: 3 clusters Score -728435.9 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -730239.687500 Penalty: 913.272522
	Iteration 4F: 3 clusters Score -730239.7 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -731909.812500 Penalty: 913.272522
	Iteration 5F: 3 clusters Score -731909.8 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -732863.312500 Penalty: 913.272522
	Iteration 6Q: 3 clusters Score -732863.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -733323.000000 Penalty: 913.272522
	Iteration 7Q: 3 clusters Score -733323 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -733590.812500 Penalty: 913.272522
	Iteration 8Q: 3 clusters Score -733590.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -733777.062500 Penalty: 913.272522
	Iteration 9Q: 3 clusters Score -733777.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -733916.875000 Penalty: 913.272522
	Iteration 10Q: 3 clusters Score -733916.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -733984.750000 Penalty: 913.272522
	Iteration 11Q: 3 clusters Score -733984.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -734040.125000 Penalty: 913.272522
	Iteration 12Q: 3 clusters Score -734040.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -734085.000000 Penalty: 913.272522
	Iteration 13Q: 3 clusters Score -734085 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -734122.437500 Penalty: 913.272522
	Iteration 14Q: 3 clusters Score -734122.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -734146.312500 Penalty: 913.272522
	Iteration 15Q: 3 clusters Score -734146.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -734159.250000 Penalty: 913.272522
	Iteration 16Q: 3 clusters Score -734159.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -734172.312500 Penalty: 913.272522
	Iteration 17Q: 3 clusters Score -734172.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -734180.250000 Penalty: 913.272522
	Iteration 18Q: 3 clusters Score -734180.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -734186.187500 Penalty: 913.272522
	Iteration 19Q: 3 clusters Score -734186.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -734190.562500 Penalty: 913.272522
	Iteration 20F: 3 clusters Score -734190.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 22161 members 
Entering Unmasked Estep 
Score: -734196.187500 Penalty: 913.272522
	Iteration 21Q: 3 clusters Score -734196.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -734202.562500 Penalty: 913.272522
	Iteration 22Q: 3 clusters Score -734202.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -734207.750000 Penalty: 913.272522
	Iteration 23Q: 3 clusters Score -734207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -734208.312500 Penalty: 913.272522
	Iteration 24Q: 3 clusters Score -734208.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -734209.437500 Penalty: 913.272522
	Iteration 25Q: 3 clusters Score -734209.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -734208.500000 Penalty: 913.272522
	Iteration 26Q: 3 clusters Score -734208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -734208.500000 Penalty: 913.272522
	Iteration 27Q: 3 clusters Score -734208.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -734208.500000 Penalty: 913.272522
	Iteration 28F: 3 clusters Score -734208.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -26975.271484 Penalty: 302.114349
	Iteration 0F: 2 clusters Score -26975.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -26316.369141 Penalty: 604.228699
	Iteration 0F: 3 clusters Score -26316.37 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26471.935547 Penalty: 604.228699
	Iteration 1F: 3 clusters Score -26471.94 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -26497.851562 Penalty: 604.228699
	Iteration 2F: 3 clusters Score -26497.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -26507.126953 Penalty: 604.228699
	Iteration 3Q: 3 clusters Score -26507.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -26517.640625 Penalty: 604.228699
	Iteration 4Q: 3 clusters Score -26517.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -26525.431641 Penalty: 604.228699
	Iteration 5Q: 3 clusters Score -26525.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -26531.847656 Penalty: 604.228699
	Iteration 6Q: 3 clusters Score -26531.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -26537.703125 Penalty: 604.228699
	Iteration 7Q: 3 clusters Score -26537.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -26540.767578 Penalty: 604.228699
	Iteration 8Q: 3 clusters Score -26540.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -26545.621094 Penalty: 604.228699
	Iteration 9Q: 3 clusters Score -26545.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26552.781250 Penalty: 604.228699
	Iteration 10Q: 3 clusters Score -26552.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -26559.546875 Penalty: 604.228699
	Iteration 11Q: 3 clusters Score -26559.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -26568.402344 Penalty: 604.228699
	Iteration 12Q: 3 clusters Score -26568.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -26579.078125 Penalty: 604.228699
	Iteration 13Q: 3 clusters Score -26579.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -26586.921875 Penalty: 604.228699
	Iteration 14Q: 3 clusters Score -26586.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -26591.378906 Penalty: 604.228699
	Iteration 15Q: 3 clusters Score -26591.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -26597.871094 Penalty: 604.228699
	Iteration 16Q: 3 clusters Score -26597.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26607.900391 Penalty: 604.228699
	Iteration 17Q: 3 clusters Score -26607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -26615.572266 Penalty: 604.228699
	Iteration 18Q: 3 clusters Score -26615.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -26623.408203 Penalty: 604.228699
	Iteration 19Q: 3 clusters Score -26623.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26625.992188 Penalty: 604.228699
	Iteration 20F: 3 clusters Score -26625.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -26627.371094 Penalty: 604.228699
	Iteration 21Q: 3 clusters Score -26627.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -26630.224609 Penalty: 604.228699
	Iteration 22Q: 3 clusters Score -26630.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -26631.871094 Penalty: 604.228699
	Iteration 23Q: 3 clusters Score -26631.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -26634.378906 Penalty: 604.228699
	Iteration 24Q: 3 clusters Score -26634.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26638.296875 Penalty: 604.228699
	Iteration 25Q: 3 clusters Score -26638.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -26645.005859 Penalty: 604.228699
	Iteration 26Q: 3 clusters Score -26645.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -26652.855469 Penalty: 604.228699
	Iteration 27Q: 3 clusters Score -26652.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -26658.292969 Penalty: 604.228699
	Iteration 28Q: 3 clusters Score -26658.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -26664.091797 Penalty: 604.228699
	Iteration 29Q: 3 clusters Score -26664.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26666.074219 Penalty: 604.228699
	Iteration 30Q: 3 clusters Score -26666.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26667.929688 Penalty: 604.228699
	Iteration 31Q: 3 clusters Score -26667.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26669.808594 Penalty: 604.228699
	Iteration 32Q: 3 clusters Score -26669.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26671.931641 Penalty: 604.228699
	Iteration 33Q: 3 clusters Score -26671.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26673.570312 Penalty: 604.228699
	Iteration 34Q: 3 clusters Score -26673.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26674.160156 Penalty: 604.228699
	Iteration 35Q: 3 clusters Score -26674.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26674.941406 Penalty: 604.228699
	Iteration 36Q: 3 clusters Score -26674.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26675.326172 Penalty: 604.228699
	Iteration 37Q: 3 clusters Score -26675.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -26675.326172 Penalty: 604.228699
	Iteration 38F: 3 clusters Score -26675.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (24433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Entering Unmasked Estep 
Score: -683409.625000 Penalty: 459.717896
	Iteration 0F: 2 clusters Score -683409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -667067.375000 Penalty: 919.435791
	Iteration 0F: 3 clusters Score -667067.4 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -675729.562500 Penalty: 919.435791
	Iteration 1F: 3 clusters Score -675729.6 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -678690.125000 Penalty: 919.435791
	Iteration 2F: 3 clusters Score -678690.1 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -682253.562500 Penalty: 919.435791
	Iteration 3F: 3 clusters Score -682253.6 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -684412.812500 Penalty: 919.435791
	Iteration 4F: 3 clusters Score -684412.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -685329.250000 Penalty: 919.435791
	Iteration 5Q: 3 clusters Score -685329.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -685713.937500 Penalty: 919.435791
	Iteration 6Q: 3 clusters Score -685713.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -685821.687500 Penalty: 919.435791
	Iteration 7Q: 3 clusters Score -685821.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -685856.000000 Penalty: 919.435791
	Iteration 8Q: 3 clusters Score -685856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -685879.687500 Penalty: 919.435791
	Iteration 9Q: 3 clusters Score -685879.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -685894.250000 Penalty: 919.435791
	Iteration 10Q: 3 clusters Score -685894.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -685902.875000 Penalty: 919.435791
	Iteration 11Q: 3 clusters Score -685902.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -685908.312500 Penalty: 919.435791
	Iteration 12Q: 3 clusters Score -685908.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -685909.375000 Penalty: 919.435791
	Iteration 13Q: 3 clusters Score -685909.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -685910.125000 Penalty: 919.435791
	Iteration 14Q: 3 clusters Score -685910.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -685911.500000 Penalty: 919.435791
	Iteration 15Q: 3 clusters Score -685911.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -685912.250000 Penalty: 919.435791
	Iteration 16Q: 3 clusters Score -685912.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -685916.062500 Penalty: 919.435791
	Iteration 17Q: 3 clusters Score -685916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -685914.312500 Penalty: 919.435791
	Iteration 18Q: 3 clusters Score -685914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -685914.625000 Penalty: 919.435791
	Iteration 19Q: 3 clusters Score -685914.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -685913.500000 Penalty: 919.435791
	Iteration 20F: 3 clusters Score -685913.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -685914.812500 Penalty: 919.435791
	Iteration 21Q: 3 clusters Score -685914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -685913.750000 Penalty: 919.435791
	Iteration 22Q: 3 clusters Score -685913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -685914.812500 Penalty: 919.435791
	Iteration 23Q: 3 clusters Score -685914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -685915.062500 Penalty: 919.435791
	Iteration 24Q: 3 clusters Score -685915.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -685915.187500 Penalty: 919.435791
	Iteration 25Q: 3 clusters Score -685915.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -685915.125000 Penalty: 919.435791
	Iteration 26Q: 3 clusters Score -685915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -685915.125000 Penalty: 919.435791
	Iteration 27F: 3 clusters Score -685915.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 363805 members 
Mstep: Class 8 contains 2286 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 22743 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 230135 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45327 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 1895 members 
Entering Unmasked Estep 
Score: -21495042.000000 Penalty: 11667.719727
Splitting cluster 15 changes total score from -21492558.000000 to -21495042.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 17 (2975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Entering Unmasked Estep 
Score: -99742.710938 Penalty: 363.908966
	Iteration 0F: 2 clusters Score -99742.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -97703.734375 Penalty: 727.817932
	Iteration 0F: 3 clusters Score -97703.73 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -98438.250000 Penalty: 727.817932
	Iteration 1F: 3 clusters Score -98438.25 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -98550.140625 Penalty: 727.817932
	Iteration 2F: 3 clusters Score -98550.14 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -98679.812500 Penalty: 727.817932
	Iteration 3F: 3 clusters Score -98679.81 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98830.585938 Penalty: 727.817932
	Iteration 4F: 3 clusters Score -98830.59 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -98973.304688 Penalty: 727.817932
	Iteration 5F: 3 clusters Score -98973.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -99091.437500 Penalty: 727.817932
	Iteration 6F: 3 clusters Score -99091.44 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -99171.507812 Penalty: 727.817932
	Iteration 7Q: 3 clusters Score -99171.51 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -99230.609375 Penalty: 727.817932
	Iteration 8Q: 3 clusters Score -99230.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -99284.453125 Penalty: 727.817932
	Iteration 9Q: 3 clusters Score -99284.45 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -99334.460938 Penalty: 727.817932
	Iteration 10Q: 3 clusters Score -99334.46 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -99369.078125 Penalty: 727.817932
	Iteration 11Q: 3 clusters Score -99369.08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -99403.273438 Penalty: 727.817932
	Iteration 12Q: 3 clusters Score -99403.27 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -99425.648438 Penalty: 727.817932
	Iteration 13Q: 3 clusters Score -99425.65 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -99438.460938 Penalty: 727.817932
	Iteration 14Q: 3 clusters Score -99438.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -99444.304688 Penalty: 727.817932
	Iteration 15Q: 3 clusters Score -99444.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99452.132812 Penalty: 727.817932
	Iteration 16Q: 3 clusters Score -99452.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99462.437500 Penalty: 727.817932
	Iteration 17Q: 3 clusters Score -99462.44 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99472.546875 Penalty: 727.817932
	Iteration 18Q: 3 clusters Score -99472.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -99482.570312 Penalty: 727.817932
	Iteration 19Q: 3 clusters Score -99482.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -99492.140625 Penalty: 727.817932
	Iteration 20F: 3 clusters Score -99492.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -99501.984375 Penalty: 727.817932
	Iteration 21Q: 3 clusters Score -99501.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -99510.703125 Penalty: 727.817932
	Iteration 22Q: 3 clusters Score -99510.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -99513.507812 Penalty: 727.817932
	Iteration 23Q: 3 clusters Score -99513.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -99517.171875 Penalty: 727.817932
	Iteration 24Q: 3 clusters Score -99517.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -99521.414062 Penalty: 727.817932
	Iteration 25Q: 3 clusters Score -99521.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -99524.546875 Penalty: 727.817932
	Iteration 26Q: 3 clusters Score -99524.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -99527.078125 Penalty: 727.817932
	Iteration 27Q: 3 clusters Score -99527.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99529.367188 Penalty: 727.817932
	Iteration 28Q: 3 clusters Score -99529.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -99529.742188 Penalty: 727.817932
	Iteration 29Q: 3 clusters Score -99529.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -99530.273438 Penalty: 727.817932
	Iteration 30Q: 3 clusters Score -99530.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -99530.351562 Penalty: 727.817932
	Iteration 31Q: 3 clusters Score -99530.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -99530.242188 Penalty: 727.817932
	Iteration 32Q: 3 clusters Score -99530.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99530.562500 Penalty: 727.817932
	Iteration 33Q: 3 clusters Score -99530.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -99530.562500 Penalty: 727.817932
	Iteration 34F: 3 clusters Score -99530.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (230135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230135 members 
Entering Unmasked Estep 
Score: -6840905.000000 Penalty: 561.762146
	Iteration 0F: 2 clusters Score -6840905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114824 members 
Mstep: Class 2 contains 115311 members 
Entering Unmasked Estep 
Score: -6684336.500000 Penalty: 1123.524292
	Iteration 0F: 3 clusters Score -6684336 nChanged 113232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97700 members 
Mstep: Class 2 contains 132435 members 
Entering Unmasked Estep 
Score: -6756889.500000 Penalty: 1123.524292
	Iteration 1F: 3 clusters Score -6756890 nChanged 11845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87907 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -6762603.500000 Penalty: 1123.524292
	Iteration 2F: 3 clusters Score -6762604 nChanged 14770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74713 members 
Mstep: Class 2 contains 155422 members 
Entering Unmasked Estep 
Score: -6772396.500000 Penalty: 1123.524292
	Iteration 3F: 3 clusters Score -6772396 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 171460 members 
Entering Unmasked Estep 
Score: -6787002.500000 Penalty: 1123.524292
	Iteration 4F: 3 clusters Score -6787002 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 187681 members 
Entering Unmasked Estep 
Score: -6803628.500000 Penalty: 1123.524292
	Iteration 5F: 3 clusters Score -6803628 nChanged 13437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 200308 members 
Entering Unmasked Estep 
Score: -6816847.000000 Penalty: 1123.524292
	Iteration 6F: 3 clusters Score -6816847 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 208570 members 
Entering Unmasked Estep 
Score: -6824848.500000 Penalty: 1123.524292
	Iteration 7Q: 3 clusters Score -6824848 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 214030 members 
Entering Unmasked Estep 
Score: -6829509.500000 Penalty: 1123.524292
	Iteration 8Q: 3 clusters Score -6829510 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 218142 members 
Entering Unmasked Estep 
Score: -6832687.500000 Penalty: 1123.524292
	Iteration 9Q: 3 clusters Score -6832688 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 221319 members 
Entering Unmasked Estep 
Score: -6835043.000000 Penalty: 1123.524292
	Iteration 10Q: 3 clusters Score -6835043 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 223756 members 
Entering Unmasked Estep 
Score: -6836685.500000 Penalty: 1123.524292
	Iteration 11Q: 3 clusters Score -6836686 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 225561 members 
Entering Unmasked Estep 
Score: -6837850.000000 Penalty: 1123.524292
	Iteration 12Q: 3 clusters Score -6837850 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 226927 members 
Entering Unmasked Estep 
Score: -6838745.500000 Penalty: 1123.524292
	Iteration 13Q: 3 clusters Score -6838746 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 227912 members 
Entering Unmasked Estep 
Score: -6839353.000000 Penalty: 1123.524292
	Iteration 14Q: 3 clusters Score -6839353 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 228587 members 
Entering Unmasked Estep 
Score: -6839819.500000 Penalty: 1123.524292
	Iteration 15Q: 3 clusters Score -6839820 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 229010 members 
Entering Unmasked Estep 
Score: -6840042.500000 Penalty: 1123.524292
	Iteration 16Q: 3 clusters Score -6840042 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 229292 members 
Entering Unmasked Estep 
Score: -6840179.000000 Penalty: 1123.524292
	Iteration 17Q: 3 clusters Score -6840179 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 229457 members 
Entering Unmasked Estep 
Score: -6840274.000000 Penalty: 1123.524292
	Iteration 18Q: 3 clusters Score -6840274 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 229556 members 
Entering Unmasked Estep 
Score: -6840343.500000 Penalty: 1123.524292
	Iteration 19Q: 3 clusters Score -6840344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 229613 members 
Entering Unmasked Estep 
Score: -6840394.000000 Penalty: 1123.524292
	Iteration 20F: 3 clusters Score -6840394 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 229652 members 
Entering Unmasked Estep 
Score: -6840429.500000 Penalty: 1123.524292
	Iteration 21Q: 3 clusters Score -6840430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 229681 members 
Entering Unmasked Estep 
Score: -6840439.500000 Penalty: 1123.524292
	Iteration 22Q: 3 clusters Score -6840440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 229696 members 
Entering Unmasked Estep 
Score: -6840439.500000 Penalty: 1123.524292
	Iteration 23Q: 3 clusters Score -6840440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 229708 members 
Entering Unmasked Estep 
Score: -6840447.000000 Penalty: 1123.524292
	Iteration 24Q: 3 clusters Score -6840447 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 229715 members 
Entering Unmasked Estep 
Score: -6840456.500000 Penalty: 1123.524292
	Iteration 25Q: 3 clusters Score -6840456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 229719 members 
Entering Unmasked Estep 
Score: -6840467.000000 Penalty: 1123.524292
	Iteration 26Q: 3 clusters Score -6840467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 229723 members 
Entering Unmasked Estep 
Score: -6840472.500000 Penalty: 1123.524292
	Iteration 27Q: 3 clusters Score -6840472 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229722 members 
Entering Unmasked Estep 
Score: -6840470.000000 Penalty: 1123.524292
	Iteration 28Q: 3 clusters Score -6840470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 229724 members 
Entering Unmasked Estep 
Score: -6840473.000000 Penalty: 1123.524292
	Iteration 29Q: 3 clusters Score -6840473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 229727 members 
Entering Unmasked Estep 
Score: -6840471.500000 Penalty: 1123.524292
	Iteration 30Q: 3 clusters Score -6840472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 229729 members 
Entering Unmasked Estep 
Score: -6840486.500000 Penalty: 1123.524292
	Iteration 31Q: 3 clusters Score -6840486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 229732 members 
Entering Unmasked Estep 
Score: -6840487.000000 Penalty: 1123.524292
	Iteration 32Q: 3 clusters Score -6840487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 229740 members 
Entering Unmasked Estep 
Score: -6840488.000000 Penalty: 1123.524292
	Iteration 33Q: 3 clusters Score -6840488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 229751 members 
Entering Unmasked Estep 
Score: -6840493.000000 Penalty: 1123.524292
	Iteration 34Q: 3 clusters Score -6840493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 229762 members 
Entering Unmasked Estep 
Score: -6840491.500000 Penalty: 1123.524292
	Iteration 35Q: 3 clusters Score -6840492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 229768 members 
Entering Unmasked Estep 
Score: -6840490.500000 Penalty: 1123.524292
	Iteration 36Q: 3 clusters Score -6840490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 229770 members 
Entering Unmasked Estep 
Score: -6840491.000000 Penalty: 1123.524292
	Iteration 37Q: 3 clusters Score -6840491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229769 members 
Entering Unmasked Estep 
Score: -6840496.000000 Penalty: 1123.524292
	Iteration 38Q: 3 clusters Score -6840496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 229769 members 
Entering Unmasked Estep 
Score: -6840495.000000 Penalty: 1123.524292
	Iteration 39Q: 3 clusters Score -6840495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 229771 members 
Entering Unmasked Estep 
Score: -6840499.500000 Penalty: 1123.524292
	Iteration 40F: 3 clusters Score -6840500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 229773 members 
Entering Unmasked Estep 
Score: -6840500.500000 Penalty: 1123.524292
	Iteration 41Q: 3 clusters Score -6840500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 229774 members 
Entering Unmasked Estep 
Score: -6840500.500000 Penalty: 1123.524292
	Iteration 42Q: 3 clusters Score -6840500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 229774 members 
Entering Unmasked Estep 
Score: -6840500.500000 Penalty: 1123.524292
	Iteration 43F: 3 clusters Score -6840500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Entering Unmasked Estep 
Score: -64934.230469 Penalty: 345.544342
	Iteration 0F: 2 clusters Score -64934.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -63487.503906 Penalty: 691.088684
	Iteration 0F: 3 clusters Score -63487.5 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -63994.656250 Penalty: 691.088684
	Iteration 1F: 3 clusters Score -63994.66 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -64121.695312 Penalty: 691.088684
	Iteration 2F: 3 clusters Score -64121.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -64268.125000 Penalty: 691.088684
	Iteration 3F: 3 clusters Score -64268.12 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -64451.917969 Penalty: 691.088684
	Iteration 4F: 3 clusters Score -64451.92 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -64606.570312 Penalty: 691.088684
	Iteration 5F: 3 clusters Score -64606.57 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -64716.546875 Penalty: 691.088684
	Iteration 6Q: 3 clusters Score -64716.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -64758.824219 Penalty: 691.088684
	Iteration 7Q: 3 clusters Score -64758.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -64778.105469 Penalty: 691.088684
	Iteration 8Q: 3 clusters Score -64778.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -64786.886719 Penalty: 691.088684
	Iteration 9Q: 3 clusters Score -64786.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -64789.996094 Penalty: 691.088684
	Iteration 10Q: 3 clusters Score -64790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -64790.710938 Penalty: 691.088684
	Iteration 11Q: 3 clusters Score -64790.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -64791.289062 Penalty: 691.088684
	Iteration 12Q: 3 clusters Score -64791.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -64792.234375 Penalty: 691.088684
	Iteration 13Q: 3 clusters Score -64792.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -64792.910156 Penalty: 691.088684
	Iteration 14Q: 3 clusters Score -64792.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -64795.136719 Penalty: 691.088684
	Iteration 15Q: 3 clusters Score -64795.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -64795.542969 Penalty: 691.088684
	Iteration 16Q: 3 clusters Score -64795.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -64795.613281 Penalty: 691.088684
	Iteration 17Q: 3 clusters Score -64795.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -64795.613281 Penalty: 691.088684
	Iteration 18F: 3 clusters Score -64795.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Entering Unmasked Estep 
Score: -1446588.125000 Penalty: 487.835419
	Iteration 0F: 2 clusters Score -1446588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -1416027.250000 Penalty: 975.670837
	Iteration 0F: 3 clusters Score -1416027 nChanged 21913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -1429363.125000 Penalty: 975.670837
	Iteration 1F: 3 clusters Score -1429363 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1430366.750000 Penalty: 975.670837
	Iteration 2Q: 3 clusters Score -1430367 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -1431935.500000 Penalty: 975.670837
	Iteration 3F: 3 clusters Score -1431936 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1434155.750000 Penalty: 975.670837
	Iteration 4F: 3 clusters Score -1434156 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1436748.625000 Penalty: 975.670837
	Iteration 5F: 3 clusters Score -1436749 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1439001.125000 Penalty: 975.670837
	Iteration 6F: 3 clusters Score -1439001 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1440507.125000 Penalty: 975.670837
	Iteration 7Q: 3 clusters Score -1440507 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1441523.375000 Penalty: 975.670837
	Iteration 8Q: 3 clusters Score -1441523 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1442335.500000 Penalty: 975.670837
	Iteration 9Q: 3 clusters Score -1442336 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1443038.500000 Penalty: 975.670837
	Iteration 10Q: 3 clusters Score -1443038 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1443634.375000 Penalty: 975.670837
	Iteration 11Q: 3 clusters Score -1443634 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1444151.125000 Penalty: 975.670837
	Iteration 12Q: 3 clusters Score -1444151 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42656 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1444586.375000 Penalty: 975.670837
	Iteration 13Q: 3 clusters Score -1444586 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1444951.875000 Penalty: 975.670837
	Iteration 14Q: 3 clusters Score -1444952 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1445257.500000 Penalty: 975.670837
	Iteration 15Q: 3 clusters Score -1445258 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1445501.625000 Penalty: 975.670837
	Iteration 16Q: 3 clusters Score -1445502 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1445676.250000 Penalty: 975.670837
	Iteration 17Q: 3 clusters Score -1445676 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1445799.250000 Penalty: 975.670837
	Iteration 18Q: 3 clusters Score -1445799 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1445897.375000 Penalty: 975.670837
	Iteration 19Q: 3 clusters Score -1445897 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1445964.875000 Penalty: 975.670837
	Iteration 20F: 3 clusters Score -1445965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1446019.250000 Penalty: 975.670837
	Iteration 21Q: 3 clusters Score -1446019 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1446057.000000 Penalty: 975.670837
	Iteration 22Q: 3 clusters Score -1446057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1446082.375000 Penalty: 975.670837
	Iteration 23Q: 3 clusters Score -1446082 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1446100.500000 Penalty: 975.670837
	Iteration 24Q: 3 clusters Score -1446100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1446113.375000 Penalty: 975.670837
	Iteration 25Q: 3 clusters Score -1446113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1446127.250000 Penalty: 975.670837
	Iteration 26Q: 3 clusters Score -1446127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1446142.750000 Penalty: 975.670837
	Iteration 27Q: 3 clusters Score -1446143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1446151.375000 Penalty: 975.670837
	Iteration 28Q: 3 clusters Score -1446151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1446154.125000 Penalty: 975.670837
	Iteration 29Q: 3 clusters Score -1446154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1446158.500000 Penalty: 975.670837
	Iteration 30Q: 3 clusters Score -1446158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1446161.500000 Penalty: 975.670837
	Iteration 31Q: 3 clusters Score -1446162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1446161.375000 Penalty: 975.670837
	Iteration 32Q: 3 clusters Score -1446161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -1446161.250000 Penalty: 975.670837
	Iteration 33Q: 3 clusters Score -1446161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1446161.625000 Penalty: 975.670837
	Iteration 34Q: 3 clusters Score -1446162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45160 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1446161.625000 Penalty: 975.670837
	Iteration 35F: 3 clusters Score -1446162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -34107.761719 Penalty: 319.377991
	Iteration 0F: 2 clusters Score -34107.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -33199.878906 Penalty: 638.755981
	Iteration 0F: 3 clusters Score -33199.88 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -33485.964844 Penalty: 638.755981
	Iteration 1F: 3 clusters Score -33485.96 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -33536.742188 Penalty: 638.755981
	Iteration 2F: 3 clusters Score -33536.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -33563.593750 Penalty: 638.755981
	Iteration 3Q: 3 clusters Score -33563.59 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -33586.371094 Penalty: 638.755981
	Iteration 4Q: 3 clusters Score -33586.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -33603.210938 Penalty: 638.755981
	Iteration 5Q: 3 clusters Score -33603.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -33618.593750 Penalty: 638.755981
	Iteration 6Q: 3 clusters Score -33618.59 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -33634.902344 Penalty: 638.755981
	Iteration 7Q: 3 clusters Score -33634.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -33657.230469 Penalty: 638.755981
	Iteration 8Q: 3 clusters Score -33657.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -33674.308594 Penalty: 638.755981
	Iteration 9Q: 3 clusters Score -33674.31 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -33691.277344 Penalty: 638.755981
	Iteration 10Q: 3 clusters Score -33691.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -33707.113281 Penalty: 638.755981
	Iteration 11Q: 3 clusters Score -33707.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -33721.671875 Penalty: 638.755981
	Iteration 12Q: 3 clusters Score -33721.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -33732.871094 Penalty: 638.755981
	Iteration 13Q: 3 clusters Score -33732.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33739.839844 Penalty: 638.755981
	Iteration 14Q: 3 clusters Score -33739.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -33743.160156 Penalty: 638.755981
	Iteration 15Q: 3 clusters Score -33743.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -33745.632812 Penalty: 638.755981
	Iteration 16Q: 3 clusters Score -33745.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -33747.117188 Penalty: 638.755981
	Iteration 17Q: 3 clusters Score -33747.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -33747.835938 Penalty: 638.755981
	Iteration 18Q: 3 clusters Score -33747.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33748.089844 Penalty: 638.755981
	Iteration 19Q: 3 clusters Score -33748.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -33748.238281 Penalty: 638.755981
	Iteration 20F: 3 clusters Score -33748.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -33748.742188 Penalty: 638.755981
	Iteration 21Q: 3 clusters Score -33748.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -33749.265625 Penalty: 638.755981
	Iteration 22Q: 3 clusters Score -33749.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33749.515625 Penalty: 638.755981
	Iteration 23Q: 3 clusters Score -33749.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33749.515625 Penalty: 638.755981
	Iteration 24F: 3 clusters Score -33749.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -60124.687500 Penalty: 343.387329
	Iteration 0F: 2 clusters Score -60124.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -58756.812500 Penalty: 686.774658
	Iteration 0F: 3 clusters Score -58756.81 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -59284.054688 Penalty: 686.774658
	Iteration 1F: 3 clusters Score -59284.05 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -59422.644531 Penalty: 686.774658
	Iteration 2F: 3 clusters Score -59422.64 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -59537.398438 Penalty: 686.774658
	Iteration 3F: 3 clusters Score -59537.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -59646.000000 Penalty: 686.774658
	Iteration 4F: 3 clusters Score -59646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -59711.472656 Penalty: 686.774658
	Iteration 5Q: 3 clusters Score -59711.47 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -59747.003906 Penalty: 686.774658
	Iteration 6Q: 3 clusters Score -59747 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -59779.824219 Penalty: 686.774658
	Iteration 7Q: 3 clusters Score -59779.82 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -59799.339844 Penalty: 686.774658
	Iteration 8Q: 3 clusters Score -59799.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -59809.960938 Penalty: 686.774658
	Iteration 9Q: 3 clusters Score -59809.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -59823.453125 Penalty: 686.774658
	Iteration 10Q: 3 clusters Score -59823.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -59835.574219 Penalty: 686.774658
	Iteration 11Q: 3 clusters Score -59835.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -59851.664062 Penalty: 686.774658
	Iteration 12Q: 3 clusters Score -59851.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -59860.804688 Penalty: 686.774658
	Iteration 13Q: 3 clusters Score -59860.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -59870.496094 Penalty: 686.774658
	Iteration 14Q: 3 clusters Score -59870.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -59880.640625 Penalty: 686.774658
	Iteration 15Q: 3 clusters Score -59880.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -59889.050781 Penalty: 686.774658
	Iteration 16Q: 3 clusters Score -59889.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -59892.980469 Penalty: 686.774658
	Iteration 17Q: 3 clusters Score -59892.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -59896.980469 Penalty: 686.774658
	Iteration 18Q: 3 clusters Score -59896.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -59898.109375 Penalty: 686.774658
	Iteration 19Q: 3 clusters Score -59898.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -59899.937500 Penalty: 686.774658
	Iteration 20F: 3 clusters Score -59899.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -59903.882812 Penalty: 686.774658
	Iteration 21Q: 3 clusters Score -59903.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -59906.156250 Penalty: 686.774658
	Iteration 22Q: 3 clusters Score -59906.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -59907.945312 Penalty: 686.774658
	Iteration 23Q: 3 clusters Score -59907.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -59909.234375 Penalty: 686.774658
	Iteration 24Q: 3 clusters Score -59909.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -59911.925781 Penalty: 686.774658
	Iteration 25Q: 3 clusters Score -59911.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -59914.238281 Penalty: 686.774658
	Iteration 26Q: 3 clusters Score -59914.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -59916.464844 Penalty: 686.774658
	Iteration 27Q: 3 clusters Score -59916.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -59917.421875 Penalty: 686.774658
	Iteration 28Q: 3 clusters Score -59917.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -59917.988281 Penalty: 686.774658
	Iteration 29Q: 3 clusters Score -59917.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -59919.375000 Penalty: 686.774658
	Iteration 30Q: 3 clusters Score -59919.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -59919.613281 Penalty: 686.774658
	Iteration 31Q: 3 clusters Score -59919.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -59919.757812 Penalty: 686.774658
	Iteration 32Q: 3 clusters Score -59919.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -59919.933594 Penalty: 686.774658
	Iteration 33Q: 3 clusters Score -59919.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -59920.339844 Penalty: 686.774658
	Iteration 34Q: 3 clusters Score -59920.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -59920.417969 Penalty: 686.774658
	Iteration 35Q: 3 clusters Score -59920.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -59920.585938 Penalty: 686.774658
	Iteration 36Q: 3 clusters Score -59920.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -59920.734375 Penalty: 686.774658
	Iteration 37Q: 3 clusters Score -59920.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -59920.863281 Penalty: 686.774658
	Iteration 38Q: 3 clusters Score -59920.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -59920.863281 Penalty: 686.774658
	Iteration 39F: 3 clusters Score -59920.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1462 members 
Mstep: Class 3 contains 4766 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 16137 members 
Mstep: Class 7 contains 363805 members 
Mstep: Class 11 contains 1394 members 
Mstep: Class 13 contains 22833 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 22743 members 
Mstep: Class 17 contains 2975 members 
Mstep: Class 18 contains 230135 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 20 contains 45327 members 
Mstep: Class 21 contains 1118 members 
Mstep: Class 22 contains 1895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495366.000000 Penalty: 11667.719727
Iteration 79Q: 20 clusters Score -2.149537e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1471 members 
Mstep: Class 3 contains 4755 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 16133 members 
Mstep: Class 7 contains 363553 members 
Mstep: Class 8 contains 2288 members 
Mstep: Class 9 contains 1690 members 
Mstep: Class 11 contains 1422 members 
Mstep: Class 13 contains 22954 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 23427 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 229536 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 20 contains 45299 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 1900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495720.000000 Penalty: 11667.719727
Iteration 80F: 20 clusters Score -2.149572e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1478 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 2208 members 
Mstep: Class 5 contains 1583 members 
Mstep: Class 6 contains 16116 members 
Mstep: Class 7 contains 363357 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 1743 members 
Mstep: Class 11 contains 1345 members 
Mstep: Class 13 contains 22996 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 23816 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 229214 members 
Mstep: Class 19 contains 2045 members 
Mstep: Class 20 contains 45236 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495766.000000 Penalty: 11667.719727
Iteration 81Q: 20 clusters Score -2.149577e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 4729 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1585 members 
Mstep: Class 6 contains 16084 members 
Mstep: Class 7 contains 363203 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 1796 members 
Mstep: Class 11 contains 1323 members 
Mstep: Class 13 contains 23027 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24132 members 
Mstep: Class 17 contains 2985 members 
Mstep: Class 18 contains 228988 members 
Mstep: Class 19 contains 2066 members 
Mstep: Class 20 contains 45162 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 1912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495858.000000 Penalty: 11667.719727
Iteration 82Q: 20 clusters Score -2.149586e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 16061 members 
Mstep: Class 7 contains 363061 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 1845 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 13 contains 23048 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24353 members 
Mstep: Class 17 contains 2988 members 
Mstep: Class 18 contains 228881 members 
Mstep: Class 19 contains 2086 members 
Mstep: Class 20 contains 45066 members 
Mstep: Class 21 contains 1128 members 
Mstep: Class 22 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495922.000000 Penalty: 11667.719727
Iteration 83Q: 20 clusters Score -2.149592e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1499 members 
Mstep: Class 3 contains 4692 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 1598 members 
Mstep: Class 6 contains 16044 members 
Mstep: Class 7 contains 362931 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 1886 members 
Mstep: Class 11 contains 1283 members 
Mstep: Class 13 contains 23056 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24520 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228835 members 
Mstep: Class 19 contains 2105 members 
Mstep: Class 20 contains 44965 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 1917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496036.000000 Penalty: 11667.719727
Iteration 84Q: 20 clusters Score -2.149604e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 4678 members 
Mstep: Class 4 contains 2210 members 
Mstep: Class 5 contains 1601 members 
Mstep: Class 6 contains 16027 members 
Mstep: Class 7 contains 362810 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 1920 members 
Mstep: Class 11 contains 1265 members 
Mstep: Class 13 contains 23053 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 24666 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 228804 members 
Mstep: Class 19 contains 2125 members 
Mstep: Class 20 contains 44866 members 
Mstep: Class 21 contains 1132 members 
Mstep: Class 22 contains 1922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496104.000000 Penalty: 11667.719727
Iteration 85Q: 20 clusters Score -2.14961e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 4668 members 
Mstep: Class 4 contains 2211 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 16006 members 
Mstep: Class 7 contains 362695 members 
Mstep: Class 8 contains 2826 members 
Mstep: Class 9 contains 1957 members 
Mstep: Class 11 contains 1257 members 
Mstep: Class 13 contains 23053 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 24791 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 228777 members 
Mstep: Class 19 contains 2135 members 
Mstep: Class 20 contains 44782 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 1926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496100.000000 Penalty: 11667.719727
Iteration 86Q: 20 clusters Score -2.14961e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 2213 members 
Mstep: Class 5 contains 1610 members 
Mstep: Class 6 contains 15989 members 
Mstep: Class 7 contains 362576 members 
Mstep: Class 8 contains 2910 members 
Mstep: Class 9 contains 1995 members 
Mstep: Class 11 contains 1240 members 
Mstep: Class 13 contains 23051 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 24903 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 228761 members 
Mstep: Class 19 contains 2142 members 
Mstep: Class 20 contains 44691 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496152.000000 Penalty: 11667.719727
Iteration 87Q: 20 clusters Score -2.149615e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1517 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 2215 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 15976 members 
Mstep: Class 7 contains 362468 members 
Mstep: Class 8 contains 2979 members 
Mstep: Class 9 contains 2026 members 
Mstep: Class 11 contains 1225 members 
Mstep: Class 13 contains 23047 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 25028 members 
Mstep: Class 17 contains 2997 members 
Mstep: Class 18 contains 228738 members 
Mstep: Class 19 contains 2150 members 
Mstep: Class 20 contains 44614 members 
Mstep: Class 21 contains 1141 members 
Mstep: Class 22 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496112.000000 Penalty: 11667.719727
Iteration 88Q: 20 clusters Score -2.149611e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 4645 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 15961 members 
Mstep: Class 7 contains 362364 members 
Mstep: Class 8 contains 3054 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 11 contains 1210 members 
Mstep: Class 13 contains 23042 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 25108 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 228754 members 
Mstep: Class 19 contains 2159 members 
Mstep: Class 20 contains 44529 members 
Mstep: Class 21 contains 1139 members 
Mstep: Class 22 contains 1947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496218.000000 Penalty: 11667.719727
Iteration 89Q: 20 clusters Score -2.149622e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1532 members 
Mstep: Class 3 contains 4635 members 
Mstep: Class 4 contains 2217 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 15949 members 
Mstep: Class 7 contains 362278 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 2111 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 13 contains 23028 members 
Mstep: Class 14 contains 761 members 
Mstep: Class 15 contains 25153 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 228776 members 
Mstep: Class 19 contains 2164 members 
Mstep: Class 20 contains 44443 members 
Mstep: Class 21 contains 1137 members 
Mstep: Class 22 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496320.000000 Penalty: 11667.719727
Iteration 90Q: 20 clusters Score -2.149632e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1542 members 
Mstep: Class 3 contains 4627 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 15939 members 
Mstep: Class 7 contains 362178 members 
Mstep: Class 8 contains 3237 members 
Mstep: Class 9 contains 2173 members 
Mstep: Class 11 contains 1184 members 
Mstep: Class 13 contains 23019 members 
Mstep: Class 14 contains 760 members 
Mstep: Class 15 contains 25180 members 
Mstep: Class 17 contains 2999 members 
Mstep: Class 18 contains 228786 members 
Mstep: Class 19 contains 2169 members 
Mstep: Class 20 contains 44370 members 
Mstep: Class 21 contains 1135 members 
Mstep: Class 22 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496364.000000 Penalty: 11667.719727
Iteration 91Q: 20 clusters Score -2.149636e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1552 members 
Mstep: Class 3 contains 4623 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 15923 members 
Mstep: Class 7 contains 362076 members 
Mstep: Class 8 contains 3334 members 
Mstep: Class 9 contains 2209 members 
Mstep: Class 11 contains 1165 members 
Mstep: Class 13 contains 23007 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 25238 members 
Mstep: Class 17 contains 3000 members 
Mstep: Class 18 contains 228791 members 
Mstep: Class 19 contains 2175 members 
Mstep: Class 20 contains 44304 members 
Mstep: Class 21 contains 1133 members 
Mstep: Class 22 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496422.000000 Penalty: 11667.719727
Iteration 92Q: 20 clusters Score -2.149642e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1560 members 
Mstep: Class 3 contains 4615 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 15911 members 
Mstep: Class 7 contains 361987 members 
Mstep: Class 8 contains 3402 members 
Mstep: Class 9 contains 2234 members 
Mstep: Class 11 contains 1159 members 
Mstep: Class 13 contains 23005 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 25293 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 228794 members 
Mstep: Class 19 contains 2180 members 
Mstep: Class 20 contains 44253 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496360.000000 Penalty: 11667.719727
Iteration 93Q: 20 clusters Score -2.149636e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 3 contains 4606 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 15903 members 
Mstep: Class 7 contains 361906 members 
Mstep: Class 8 contains 3463 members 
Mstep: Class 9 contains 2263 members 
Mstep: Class 11 contains 1151 members 
Mstep: Class 13 contains 23001 members 
Mstep: Class 14 contains 753 members 
Mstep: Class 15 contains 25335 members 
Mstep: Class 17 contains 3002 members 
Mstep: Class 18 contains 228809 members 
Mstep: Class 19 contains 2187 members 
Mstep: Class 20 contains 44206 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 1950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496388.000000 Penalty: 11667.719727
Iteration 94Q: 20 clusters Score -2.149639e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 4596 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1635 members 
Mstep: Class 6 contains 15897 members 
Mstep: Class 7 contains 361830 members 
Mstep: Class 8 contains 3527 members 
Mstep: Class 9 contains 2285 members 
Mstep: Class 11 contains 1144 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 25375 members 
Mstep: Class 17 contains 3001 members 
Mstep: Class 18 contains 228822 members 
Mstep: Class 19 contains 2191 members 
Mstep: Class 20 contains 44166 members 
Mstep: Class 21 contains 1124 members 
Mstep: Class 22 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496378.000000 Penalty: 11667.719727
Iteration 95Q: 20 clusters Score -2.149638e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 4585 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 15894 members 
Mstep: Class 7 contains 361760 members 
Mstep: Class 8 contains 3590 members 
Mstep: Class 9 contains 2305 members 
Mstep: Class 11 contains 1132 members 
Mstep: Class 13 contains 22994 members 
Mstep: Class 14 contains 754 members 
Mstep: Class 15 contains 25410 members 
Mstep: Class 17 contains 2998 members 
Mstep: Class 18 contains 228845 members 
Mstep: Class 19 contains 2197 members 
Mstep: Class 20 contains 44131 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496386.000000 Penalty: 11667.719727
Iteration 96Q: 20 clusters Score -2.149639e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 15892 members 
Mstep: Class 7 contains 361722 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 2328 members 
Mstep: Class 11 contains 1117 members 
Mstep: Class 13 contains 22996 members 
Mstep: Class 14 contains 755 members 
Mstep: Class 15 contains 25424 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 228871 members 
Mstep: Class 19 contains 2201 members 
Mstep: Class 20 contains 44094 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 1934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496406.000000 Penalty: 11667.719727
Iteration 97Q: 20 clusters Score -2.149641e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1575 members 
Mstep: Class 3 contains 4557 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 1636 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 361692 members 
Mstep: Class 8 contains 3674 members 
Mstep: Class 9 contains 2341 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 25438 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 228898 members 
Mstep: Class 19 contains 2206 members 
Mstep: Class 20 contains 44058 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 1923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496446.000000 Penalty: 11667.719727
Iteration 98Q: 20 clusters Score -2.149645e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1584 members 
Mstep: Class 3 contains 4543 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 361666 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 2353 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22994 members 
Mstep: Class 14 contains 756 members 
Mstep: Class 15 contains 25456 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 228916 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 44017 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496428.000000 Penalty: 11667.719727
Iteration 99Q: 20 clusters Score -2.149643e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1597 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 361632 members 
Mstep: Class 8 contains 3727 members 
Mstep: Class 9 contains 2369 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 13 contains 22996 members 
Mstep: Class 14 contains 757 members 
Mstep: Class 15 contains 25470 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228925 members 
Mstep: Class 19 contains 2211 members 
Mstep: Class 20 contains 43976 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 1920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496468.000000 Penalty: 11667.719727
Iteration 100F: 20 clusters Score -2.149647e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 4532 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 15888 members 
Mstep: Class 7 contains 361594 members 
Mstep: Class 8 contains 3748 members 
Mstep: Class 9 contains 2386 members 
Mstep: Class 11 contains 1110 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 759 members 
Mstep: Class 15 contains 25477 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228937 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 20 contains 43944 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 1919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496466.000000 Penalty: 11667.719727
Iteration 101Q: 20 clusters Score -2.149647e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 2220 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 361560 members 
Mstep: Class 8 contains 3769 members 
Mstep: Class 9 contains 2404 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23003 members 
Mstep: Class 14 contains 762 members 
Mstep: Class 15 contains 25485 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 228933 members 
Mstep: Class 19 contains 2215 members 
Mstep: Class 20 contains 43918 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496494.000000 Penalty: 11667.719727
Iteration 102Q: 20 clusters Score -2.149649e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 2221 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 15890 members 
Mstep: Class 7 contains 361532 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 2423 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23005 members 
Mstep: Class 14 contains 763 members 
Mstep: Class 15 contains 25498 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 228932 members 
Mstep: Class 19 contains 2216 members 
Mstep: Class 20 contains 43884 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496492.000000 Penalty: 11667.719727
Iteration 103Q: 20 clusters Score -2.149649e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 3 contains 4513 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1634 members 
Mstep: Class 6 contains 15889 members 
Mstep: Class 7 contains 361499 members 
Mstep: Class 8 contains 3802 members 
Mstep: Class 9 contains 2445 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23002 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25500 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 18 contains 228946 members 
Mstep: Class 19 contains 2217 members 
Mstep: Class 20 contains 43851 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496478.000000 Penalty: 11667.719727
Iteration 104Q: 20 clusters Score -2.149648e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 15888 members 
Mstep: Class 7 contains 361476 members 
Mstep: Class 8 contains 3816 members 
Mstep: Class 9 contains 2464 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23004 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25506 members 
Mstep: Class 17 contains 2993 members 
Mstep: Class 18 contains 228954 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 43824 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496538.000000 Penalty: 11667.719727
Iteration 105Q: 20 clusters Score -2.149654e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1656 members 
Mstep: Class 3 contains 4496 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1637 members 
Mstep: Class 6 contains 15887 members 
Mstep: Class 7 contains 361461 members 
Mstep: Class 8 contains 3829 members 
Mstep: Class 9 contains 2479 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23001 members 
Mstep: Class 14 contains 766 members 
Mstep: Class 15 contains 25515 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228973 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 43792 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496562.000000 Penalty: 11667.719727
Iteration 106Q: 20 clusters Score -2.149656e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1657 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 15887 members 
Mstep: Class 7 contains 361446 members 
Mstep: Class 8 contains 3844 members 
Mstep: Class 9 contains 2493 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25528 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228988 members 
Mstep: Class 19 contains 2220 members 
Mstep: Class 20 contains 43756 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496572.000000 Penalty: 11667.719727
Iteration 107Q: 20 clusters Score -2.149657e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1660 members 
Mstep: Class 3 contains 4475 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1639 members 
Mstep: Class 6 contains 15887 members 
Mstep: Class 7 contains 361433 members 
Mstep: Class 8 contains 3855 members 
Mstep: Class 9 contains 2505 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 23000 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229001 members 
Mstep: Class 19 contains 2221 members 
Mstep: Class 20 contains 43729 members 
Mstep: Class 21 contains 1123 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496566.000000 Penalty: 11667.719727
Iteration 108Q: 20 clusters Score -2.149657e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1664 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 15888 members 
Mstep: Class 7 contains 361429 members 
Mstep: Class 8 contains 3868 members 
Mstep: Class 9 contains 2517 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22998 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 229001 members 
Mstep: Class 19 contains 2222 members 
Mstep: Class 20 contains 43710 members 
Mstep: Class 21 contains 1121 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496550.000000 Penalty: 11667.719727
Iteration 109Q: 20 clusters Score -2.149655e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 4450 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1642 members 
Mstep: Class 6 contains 15888 members 
Mstep: Class 7 contains 361430 members 
Mstep: Class 8 contains 3877 members 
Mstep: Class 9 contains 2521 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22995 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25562 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 228999 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43701 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496526.000000 Penalty: 11667.719727
Iteration 110Q: 20 clusters Score -2.149653e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15886 members 
Mstep: Class 7 contains 361430 members 
Mstep: Class 8 contains 3887 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22994 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25575 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 228992 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43696 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496516.000000 Penalty: 11667.719727
Iteration 111Q: 20 clusters Score -2.149652e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1660 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15885 members 
Mstep: Class 7 contains 361431 members 
Mstep: Class 8 contains 3893 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22994 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25583 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228998 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43688 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496506.000000 Penalty: 11667.719727
Iteration 112Q: 20 clusters Score -2.149651e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1660 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 2224 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 361428 members 
Mstep: Class 8 contains 3901 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22993 members 
Mstep: Class 14 contains 765 members 
Mstep: Class 15 contains 25594 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228999 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43680 members 
Mstep: Class 21 contains 1114 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496502.000000 Penalty: 11667.719727
Iteration 113Q: 20 clusters Score -2.14965e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1662 members 
Mstep: Class 3 contains 4423 members 
Mstep: Class 4 contains 2225 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15883 members 
Mstep: Class 7 contains 361424 members 
Mstep: Class 8 contains 3912 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22990 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25603 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228999 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43672 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496514.000000 Penalty: 11667.719727
Iteration 114Q: 20 clusters Score -2.149651e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1664 members 
Mstep: Class 3 contains 4419 members 
Mstep: Class 4 contains 2226 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15883 members 
Mstep: Class 7 contains 361416 members 
Mstep: Class 8 contains 3925 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22989 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25609 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228999 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43664 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496514.000000 Penalty: 11667.719727
Iteration 115Q: 20 clusters Score -2.149651e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1664 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15884 members 
Mstep: Class 7 contains 361409 members 
Mstep: Class 8 contains 3931 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22987 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25618 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229003 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43656 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496500.000000 Penalty: 11667.719727
Iteration 116Q: 20 clusters Score -2.14965e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15883 members 
Mstep: Class 7 contains 361403 members 
Mstep: Class 8 contains 3935 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25626 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229005 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43651 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496516.000000 Penalty: 11667.719727
Iteration 117Q: 20 clusters Score -2.149652e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15881 members 
Mstep: Class 7 contains 361398 members 
Mstep: Class 8 contains 3939 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25630 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229006 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43649 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496504.000000 Penalty: 11667.719727
Iteration 118Q: 20 clusters Score -2.14965e+07 nChanged 14
Entering ConstructFrom: 
Score: -21496504.000000 Penalty: 11667.719727
Entering ConstructFrom: 
Trying to split cluster 1 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -58412.125000 Penalty: 339.947021
	Iteration 0F: 2 clusters Score -58412.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -57101.710938 Penalty: 679.894043
	Iteration 0F: 3 clusters Score -57101.71 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -57495.613281 Penalty: 679.894043
	Iteration 1F: 3 clusters Score -57495.61 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -57537.515625 Penalty: 679.894043
	Iteration 2F: 3 clusters Score -57537.52 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -57591.765625 Penalty: 679.894043
	Iteration 3F: 3 clusters Score -57591.77 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -57648.046875 Penalty: 679.894043
	Iteration 4F: 3 clusters Score -57648.05 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -57718.644531 Penalty: 679.894043
	Iteration 5F: 3 clusters Score -57718.64 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -57799.164062 Penalty: 679.894043
	Iteration 6F: 3 clusters Score -57799.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -57877.140625 Penalty: 679.894043
	Iteration 7F: 3 clusters Score -57877.14 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -57963.554688 Penalty: 679.894043
	Iteration 8Q: 3 clusters Score -57963.55 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -58039.359375 Penalty: 679.894043
	Iteration 9Q: 3 clusters Score -58039.36 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -58090.710938 Penalty: 679.894043
	Iteration 10Q: 3 clusters Score -58090.71 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -58117.925781 Penalty: 679.894043
	Iteration 11Q: 3 clusters Score -58117.93 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -58138.042969 Penalty: 679.894043
	Iteration 12Q: 3 clusters Score -58138.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -58150.019531 Penalty: 679.894043
	Iteration 13Q: 3 clusters Score -58150.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -58160.777344 Penalty: 679.894043
	Iteration 14Q: 3 clusters Score -58160.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -58166.839844 Penalty: 679.894043
	Iteration 15Q: 3 clusters Score -58166.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -58172.074219 Penalty: 679.894043
	Iteration 16Q: 3 clusters Score -58172.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -58175.582031 Penalty: 679.894043
	Iteration 17Q: 3 clusters Score -58175.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -58179.070312 Penalty: 679.894043
	Iteration 18Q: 3 clusters Score -58179.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -58182.417969 Penalty: 679.894043
	Iteration 19Q: 3 clusters Score -58182.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -58186.816406 Penalty: 679.894043
	Iteration 20F: 3 clusters Score -58186.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -58190.214844 Penalty: 679.894043
	Iteration 21Q: 3 clusters Score -58190.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -58190.773438 Penalty: 679.894043
	Iteration 22Q: 3 clusters Score -58190.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -58191.121094 Penalty: 679.894043
	Iteration 23Q: 3 clusters Score -58191.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -58191.914062 Penalty: 679.894043
	Iteration 24Q: 3 clusters Score -58191.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -58192.371094 Penalty: 679.894043
	Iteration 25Q: 3 clusters Score -58192.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -58193.820312 Penalty: 679.894043
	Iteration 26Q: 3 clusters Score -58193.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -58194.695312 Penalty: 679.894043
	Iteration 27Q: 3 clusters Score -58194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -58194.906250 Penalty: 679.894043
	Iteration 28Q: 3 clusters Score -58194.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -58194.906250 Penalty: 679.894043
	Iteration 29F: 3 clusters Score -58194.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Entering Unmasked Estep 
Score: -55509.632812 Penalty: 337.499908
	Iteration 0F: 2 clusters Score -55509.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -54250.238281 Penalty: 674.999817
	Iteration 0F: 3 clusters Score -54250.24 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -54681.113281 Penalty: 674.999817
	Iteration 1F: 3 clusters Score -54681.11 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -54780.363281 Penalty: 674.999817
	Iteration 2F: 3 clusters Score -54780.36 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -54849.917969 Penalty: 674.999817
	Iteration 3F: 3 clusters Score -54849.92 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -54921.160156 Penalty: 674.999817
	Iteration 4Q: 3 clusters Score -54921.16 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -54991.394531 Penalty: 674.999817
	Iteration 5Q: 3 clusters Score -54991.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -55049.214844 Penalty: 674.999817
	Iteration 6Q: 3 clusters Score -55049.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -55080.832031 Penalty: 674.999817
	Iteration 7Q: 3 clusters Score -55080.83 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -55099.222656 Penalty: 674.999817
	Iteration 8Q: 3 clusters Score -55099.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -55104.929688 Penalty: 674.999817
	Iteration 9Q: 3 clusters Score -55104.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -55107.179688 Penalty: 674.999817
	Iteration 10Q: 3 clusters Score -55107.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -55108.667969 Penalty: 674.999817
	Iteration 11Q: 3 clusters Score -55108.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -55111.070312 Penalty: 674.999817
	Iteration 12Q: 3 clusters Score -55111.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -55114.871094 Penalty: 674.999817
	Iteration 13Q: 3 clusters Score -55114.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -55117.933594 Penalty: 674.999817
	Iteration 14Q: 3 clusters Score -55117.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -55119.824219 Penalty: 674.999817
	Iteration 15Q: 3 clusters Score -55119.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -55120.339844 Penalty: 674.999817
	Iteration 16Q: 3 clusters Score -55120.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -55120.800781 Penalty: 674.999817
	Iteration 17Q: 3 clusters Score -55120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -55121.308594 Penalty: 674.999817
	Iteration 18Q: 3 clusters Score -55121.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -55121.441406 Penalty: 674.999817
	Iteration 19Q: 3 clusters Score -55121.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -55122.136719 Penalty: 674.999817
	Iteration 20F: 3 clusters Score -55122.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -55122.441406 Penalty: 674.999817
	Iteration 21Q: 3 clusters Score -55122.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -55123.144531 Penalty: 674.999817
	Iteration 22Q: 3 clusters Score -55123.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -55123.285156 Penalty: 674.999817
	Iteration 23Q: 3 clusters Score -55123.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -55123.285156 Penalty: 674.999817
	Iteration 24F: 3 clusters Score -55123.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -147770.031250 Penalty: 381.808838
	Iteration 0F: 2 clusters Score -147770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -144796.093750 Penalty: 763.617676
	Iteration 0F: 3 clusters Score -144796.1 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -145850.953125 Penalty: 763.617676
	Iteration 1F: 3 clusters Score -145851 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -146012.750000 Penalty: 763.617676
	Iteration 2F: 3 clusters Score -146012.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -146237.812500 Penalty: 763.617676
	Iteration 3F: 3 clusters Score -146237.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146526.421875 Penalty: 763.617676
	Iteration 4F: 3 clusters Score -146526.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -146829.578125 Penalty: 763.617676
	Iteration 5F: 3 clusters Score -146829.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -147068.015625 Penalty: 763.617676
	Iteration 6F: 3 clusters Score -147068 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -147228.828125 Penalty: 763.617676
	Iteration 7Q: 3 clusters Score -147228.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -147336.421875 Penalty: 763.617676
	Iteration 8Q: 3 clusters Score -147336.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -147375.484375 Penalty: 763.617676
	Iteration 9Q: 3 clusters Score -147375.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -147393.125000 Penalty: 763.617676
	Iteration 10Q: 3 clusters Score -147393.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -147414.062500 Penalty: 763.617676
	Iteration 11Q: 3 clusters Score -147414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -147420.031250 Penalty: 763.617676
	Iteration 12Q: 3 clusters Score -147420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -147422.125000 Penalty: 763.617676
	Iteration 13Q: 3 clusters Score -147422.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -147423.015625 Penalty: 763.617676
	Iteration 14Q: 3 clusters Score -147423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -147423.015625 Penalty: 763.617676
	Iteration 15F: 3 clusters Score -147423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -71420.851562 Penalty: 350.753113
	Iteration 0F: 2 clusters Score -71420.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -69811.593750 Penalty: 701.506226
	Iteration 0F: 3 clusters Score -69811.59 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -70335.890625 Penalty: 701.506226
	Iteration 1F: 3 clusters Score -70335.89 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -70450.210938 Penalty: 701.506226
	Iteration 2F: 3 clusters Score -70450.21 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -70597.007812 Penalty: 701.506226
	Iteration 3F: 3 clusters Score -70597.01 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -70761.171875 Penalty: 701.506226
	Iteration 4F: 3 clusters Score -70761.17 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -70935.765625 Penalty: 701.506226
	Iteration 5F: 3 clusters Score -70935.77 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -71061.492188 Penalty: 701.506226
	Iteration 6F: 3 clusters Score -71061.49 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -71128.367188 Penalty: 701.506226
	Iteration 7Q: 3 clusters Score -71128.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -71166.179688 Penalty: 701.506226
	Iteration 8Q: 3 clusters Score -71166.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -71187.804688 Penalty: 701.506226
	Iteration 9Q: 3 clusters Score -71187.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -71205.734375 Penalty: 701.506226
	Iteration 10Q: 3 clusters Score -71205.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -71216.015625 Penalty: 701.506226
	Iteration 11Q: 3 clusters Score -71216.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -71231.796875 Penalty: 701.506226
	Iteration 12Q: 3 clusters Score -71231.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -71247.140625 Penalty: 701.506226
	Iteration 13Q: 3 clusters Score -71247.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -71255.765625 Penalty: 701.506226
	Iteration 14Q: 3 clusters Score -71255.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -71258.023438 Penalty: 701.506226
	Iteration 15Q: 3 clusters Score -71258.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -71259.890625 Penalty: 701.506226
	Iteration 16Q: 3 clusters Score -71259.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -71261.648438 Penalty: 701.506226
	Iteration 17Q: 3 clusters Score -71261.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -71262.062500 Penalty: 701.506226
	Iteration 18Q: 3 clusters Score -71262.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -71262.679688 Penalty: 701.506226
	Iteration 19Q: 3 clusters Score -71262.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -71263.070312 Penalty: 701.506226
	Iteration 20F: 3 clusters Score -71263.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -43674.917969 Penalty: 336.894714
	Iteration 0F: 2 clusters Score -43674.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -42445.308594 Penalty: 673.789429
	Iteration 0F: 3 clusters Score -42445.31 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -42835.535156 Penalty: 673.789429
	Iteration 1F: 3 clusters Score -42835.54 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -42908.417969 Penalty: 673.789429
	Iteration 2F: 3 clusters Score -42908.42 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -42948.851562 Penalty: 673.789429
	Iteration 3Q: 3 clusters Score -42948.85 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -42980.210938 Penalty: 673.789429
	Iteration 4Q: 3 clusters Score -42980.21 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -43015.976562 Penalty: 673.789429
	Iteration 5Q: 3 clusters Score -43015.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -43044.664062 Penalty: 673.789429
	Iteration 6Q: 3 clusters Score -43044.66 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -43068.386719 Penalty: 673.789429
	Iteration 7Q: 3 clusters Score -43068.39 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -43091.898438 Penalty: 673.789429
	Iteration 8Q: 3 clusters Score -43091.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -43118.160156 Penalty: 673.789429
	Iteration 9Q: 3 clusters Score -43118.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -43141.859375 Penalty: 673.789429
	Iteration 10Q: 3 clusters Score -43141.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -43163.203125 Penalty: 673.789429
	Iteration 11Q: 3 clusters Score -43163.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -43185.101562 Penalty: 673.789429
	Iteration 12Q: 3 clusters Score -43185.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -43196.828125 Penalty: 673.789429
	Iteration 13Q: 3 clusters Score -43196.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -43210.402344 Penalty: 673.789429
	Iteration 14Q: 3 clusters Score -43210.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -43226.031250 Penalty: 673.789429
	Iteration 15Q: 3 clusters Score -43226.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -43244.472656 Penalty: 673.789429
	Iteration 16Q: 3 clusters Score -43244.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -43256.332031 Penalty: 673.789429
	Iteration 17Q: 3 clusters Score -43256.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -43269.316406 Penalty: 673.789429
	Iteration 18Q: 3 clusters Score -43269.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -43279.398438 Penalty: 673.789429
	Iteration 19Q: 3 clusters Score -43279.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -43287.996094 Penalty: 673.789429
	Iteration 20F: 3 clusters Score -43288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -43299.636719 Penalty: 673.789429
	Iteration 21Q: 3 clusters Score -43299.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -43316.347656 Penalty: 673.789429
	Iteration 22Q: 3 clusters Score -43316.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -43339.277344 Penalty: 673.789429
	Iteration 23Q: 3 clusters Score -43339.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -43352.820312 Penalty: 673.789429
	Iteration 24Q: 3 clusters Score -43352.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -43363.523438 Penalty: 673.789429
	Iteration 25Q: 3 clusters Score -43363.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -43368.976562 Penalty: 673.789429
	Iteration 26Q: 3 clusters Score -43368.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -43370.566406 Penalty: 673.789429
	Iteration 27Q: 3 clusters Score -43370.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -43371.179688 Penalty: 673.789429
	Iteration 28Q: 3 clusters Score -43371.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -43375.324219 Penalty: 673.789429
	Iteration 29Q: 3 clusters Score -43375.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -43382.539062 Penalty: 673.789429
	Iteration 30Q: 3 clusters Score -43382.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -43389.167969 Penalty: 673.789429
	Iteration 31Q: 3 clusters Score -43389.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -43393.324219 Penalty: 673.789429
	Iteration 32Q: 3 clusters Score -43393.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -43396.414062 Penalty: 673.789429
	Iteration 33Q: 3 clusters Score -43396.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -43397.042969 Penalty: 673.789429
	Iteration 34Q: 3 clusters Score -43397.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -43399.382812 Penalty: 673.789429
	Iteration 35Q: 3 clusters Score -43399.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -43401.824219 Penalty: 673.789429
	Iteration 36Q: 3 clusters Score -43401.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -43403.093750 Penalty: 673.789429
	Iteration 37Q: 3 clusters Score -43403.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -43403.093750 Penalty: 673.789429
	Iteration 38F: 3 clusters Score -43403.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (15880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Entering Unmasked Estep 
Score: -508669.250000 Penalty: 440.113098
	Iteration 0F: 2 clusters Score -508669.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -498121.468750 Penalty: 880.226196
	Iteration 0F: 3 clusters Score -498121.5 nChanged 7492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -502421.437500 Penalty: 880.226196
	Iteration 1F: 3 clusters Score -502421.4 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -502732.437500 Penalty: 880.226196
	Iteration 2F: 3 clusters Score -502732.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -503034.031250 Penalty: 880.226196
	Iteration 3Q: 3 clusters Score -503034 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -503415.437500 Penalty: 880.226196
	Iteration 4F: 3 clusters Score -503415.4 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -503971.031250 Penalty: 880.226196
	Iteration 5F: 3 clusters Score -503971 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -504710.312500 Penalty: 880.226196
	Iteration 6F: 3 clusters Score -504710.3 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -505565.718750 Penalty: 880.226196
	Iteration 7F: 3 clusters Score -505565.7 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -506406.250000 Penalty: 880.226196
	Iteration 8F: 3 clusters Score -506406.2 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -507079.875000 Penalty: 880.226196
	Iteration 9Q: 3 clusters Score -507079.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -507562.625000 Penalty: 880.226196
	Iteration 10Q: 3 clusters Score -507562.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -507850.500000 Penalty: 880.226196
	Iteration 11Q: 3 clusters Score -507850.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -508015.218750 Penalty: 880.226196
	Iteration 12Q: 3 clusters Score -508015.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -508099.093750 Penalty: 880.226196
	Iteration 13Q: 3 clusters Score -508099.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -508159.531250 Penalty: 880.226196
	Iteration 14Q: 3 clusters Score -508159.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -508214.250000 Penalty: 880.226196
	Iteration 15Q: 3 clusters Score -508214.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -508256.312500 Penalty: 880.226196
	Iteration 16Q: 3 clusters Score -508256.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -508285.437500 Penalty: 880.226196
	Iteration 17Q: 3 clusters Score -508285.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -508314.406250 Penalty: 880.226196
	Iteration 18Q: 3 clusters Score -508314.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -508327.625000 Penalty: 880.226196
	Iteration 19Q: 3 clusters Score -508327.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -508336.437500 Penalty: 880.226196
	Iteration 20F: 3 clusters Score -508336.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -508343.281250 Penalty: 880.226196
	Iteration 21Q: 3 clusters Score -508343.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -508349.406250 Penalty: 880.226196
	Iteration 22Q: 3 clusters Score -508349.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -508354.156250 Penalty: 880.226196
	Iteration 23Q: 3 clusters Score -508354.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -508360.656250 Penalty: 880.226196
	Iteration 24Q: 3 clusters Score -508360.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -508366.062500 Penalty: 880.226196
	Iteration 25Q: 3 clusters Score -508366.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -508370.375000 Penalty: 880.226196
	Iteration 26Q: 3 clusters Score -508370.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -508376.562500 Penalty: 880.226196
	Iteration 27Q: 3 clusters Score -508376.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -508382.750000 Penalty: 880.226196
	Iteration 28Q: 3 clusters Score -508382.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -508387.593750 Penalty: 880.226196
	Iteration 29Q: 3 clusters Score -508387.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -508390.843750 Penalty: 880.226196
	Iteration 30Q: 3 clusters Score -508390.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -508392.375000 Penalty: 880.226196
	Iteration 31Q: 3 clusters Score -508392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -508393.312500 Penalty: 880.226196
	Iteration 32Q: 3 clusters Score -508393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -508394.562500 Penalty: 880.226196
	Iteration 33Q: 3 clusters Score -508394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -508395.750000 Penalty: 880.226196
	Iteration 34Q: 3 clusters Score -508395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -508396.406250 Penalty: 880.226196
	Iteration 35Q: 3 clusters Score -508396.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -508396.406250 Penalty: 880.226196
	Iteration 36Q: 3 clusters Score -508396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -508396.593750 Penalty: 880.226196
	Iteration 37Q: 3 clusters Score -508396.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -508396.125000 Penalty: 880.226196
	Iteration 38Q: 3 clusters Score -508396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -508396.968750 Penalty: 880.226196
	Iteration 39Q: 3 clusters Score -508397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -508397.531250 Penalty: 880.226196
	Iteration 40F: 3 clusters Score -508397.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -508397.625000 Penalty: 880.226196
	Iteration 41Q: 3 clusters Score -508397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -508397.312500 Penalty: 880.226196
	Iteration 42Q: 3 clusters Score -508397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -508398.937500 Penalty: 880.226196
	Iteration 43Q: 3 clusters Score -508398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -508399.750000 Penalty: 880.226196
	Iteration 44Q: 3 clusters Score -508399.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -508400.062500 Penalty: 880.226196
	Iteration 45Q: 3 clusters Score -508400.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -508401.281250 Penalty: 880.226196
	Iteration 46Q: 3 clusters Score -508401.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -508400.031250 Penalty: 880.226196
	Iteration 47Q: 3 clusters Score -508400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -508400.031250 Penalty: 880.226196
	Iteration 48F: 3 clusters Score -508400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361395 members 
Entering Unmasked Estep 
Score: -11418466.000000 Penalty: 582.296570
	Iteration 0F: 2 clusters Score -1.141847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180995 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -11171985.000000 Penalty: 1164.593140
	Iteration 0F: 3 clusters Score -1.117198e+07 nChanged 178717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200974 members 
Mstep: Class 2 contains 160421 members 
Entering Unmasked Estep 
Score: -11283814.000000 Penalty: 1164.593140
	Iteration 1F: 3 clusters Score -1.128381e+07 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215646 members 
Mstep: Class 2 contains 145749 members 
Entering Unmasked Estep 
Score: -11291223.000000 Penalty: 1164.593140
	Iteration 2Q: 3 clusters Score -1.129122e+07 nChanged 23740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237368 members 
Mstep: Class 2 contains 124027 members 
Entering Unmasked Estep 
Score: -11304875.000000 Penalty: 1164.593140
	Iteration 3F: 3 clusters Score -1.130488e+07 nChanged 29634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265916 members 
Mstep: Class 2 contains 95479 members 
Entering Unmasked Estep 
Score: -11326915.000000 Penalty: 1164.593140
	Iteration 4F: 3 clusters Score -1.132692e+07 nChanged 32363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297895 members 
Mstep: Class 2 contains 63500 members 
Entering Unmasked Estep 
Score: -11356235.000000 Penalty: 1164.593140
	Iteration 5F: 3 clusters Score -1.135624e+07 nChanged 28680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326533 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -11384534.000000 Penalty: 1164.593140
	Iteration 6F: 3 clusters Score -1.138453e+07 nChanged 19273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345802 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -11403922.000000 Penalty: 1164.593140
	Iteration 7F: 3 clusters Score -1.140392e+07 nChanged 9807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355609 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -11413333.000000 Penalty: 1164.593140
	Iteration 8Q: 3 clusters Score -1.141333e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359337 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -11416602.000000 Penalty: 1164.593140
	Iteration 9Q: 3 clusters Score -1.14166e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360461 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -11417513.000000 Penalty: 1164.593140
	Iteration 10Q: 3 clusters Score -1.141751e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360831 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11417800.000000 Penalty: 1164.593140
	Iteration 11Q: 3 clusters Score -1.14178e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360946 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11417898.000000 Penalty: 1164.593140
	Iteration 12Q: 3 clusters Score -1.14179e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361004 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -11417943.000000 Penalty: 1164.593140
	Iteration 13Q: 3 clusters Score -1.141794e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361026 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11417993.000000 Penalty: 1164.593140
	Iteration 14Q: 3 clusters Score -1.141799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361034 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11418007.000000 Penalty: 1164.593140
	Iteration 15Q: 3 clusters Score -1.141801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361046 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11418032.000000 Penalty: 1164.593140
	Iteration 16Q: 3 clusters Score -1.141803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361041 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11418053.000000 Penalty: 1164.593140
	Iteration 17Q: 3 clusters Score -1.141805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361053 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11418080.000000 Penalty: 1164.593140
	Iteration 18Q: 3 clusters Score -1.141808e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361058 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -11418111.000000 Penalty: 1164.593140
	Iteration 19Q: 3 clusters Score -1.141811e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361064 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11418143.000000 Penalty: 1164.593140
	Iteration 20F: 3 clusters Score -1.141814e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361062 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11418143.000000 Penalty: 1164.593140
	Iteration 21Q: 3 clusters Score -1.141814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361065 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11418171.000000 Penalty: 1164.593140
	Iteration 22Q: 3 clusters Score -1.141817e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361066 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11418212.000000 Penalty: 1164.593140
	Iteration 23Q: 3 clusters Score -1.141821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361053 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11418262.000000 Penalty: 1164.593140
	Iteration 24Q: 3 clusters Score -1.141826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361034 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11418304.000000 Penalty: 1164.593140
	Iteration 25Q: 3 clusters Score -1.14183e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360998 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -11418335.000000 Penalty: 1164.593140
	Iteration 26Q: 3 clusters Score -1.141834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360970 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -11418363.000000 Penalty: 1164.593140
	Iteration 27Q: 3 clusters Score -1.141836e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360940 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -11418390.000000 Penalty: 1164.593140
	Iteration 28Q: 3 clusters Score -1.141839e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360909 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -11418404.000000 Penalty: 1164.593140
	Iteration 29Q: 3 clusters Score -1.14184e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360889 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -11418417.000000 Penalty: 1164.593140
	Iteration 30Q: 3 clusters Score -1.141842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360865 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -11418410.000000 Penalty: 1164.593140
	Iteration 31Q: 3 clusters Score -1.141841e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360847 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11418423.000000 Penalty: 1164.593140
	Iteration 32Q: 3 clusters Score -1.141842e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360834 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -11418440.000000 Penalty: 1164.593140
	Iteration 33Q: 3 clusters Score -1.141844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360826 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -11418443.000000 Penalty: 1164.593140
	Iteration 34Q: 3 clusters Score -1.141844e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360823 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11418445.000000 Penalty: 1164.593140
	Iteration 35Q: 3 clusters Score -1.141844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360820 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -11418433.000000 Penalty: 1164.593140
	Iteration 36Q: 3 clusters Score -1.141843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360818 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11418434.000000 Penalty: 1164.593140
	Iteration 37Q: 3 clusters Score -1.141843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360816 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11418434.000000 Penalty: 1164.593140
	Iteration 38Q: 3 clusters Score -1.141843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360816 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11418450.000000 Penalty: 1164.593140
	Iteration 39F: 3 clusters Score -1.141845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360784 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -11418486.000000 Penalty: 1164.593140
	Iteration 40F: 3 clusters Score -1.141849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360765 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11418484.000000 Penalty: 1164.593140
	Iteration 41Q: 3 clusters Score -1.141848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360750 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -11418489.000000 Penalty: 1164.593140
	Iteration 42Q: 3 clusters Score -1.141849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360734 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11418509.000000 Penalty: 1164.593140
	Iteration 43Q: 3 clusters Score -1.141851e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360718 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -11418502.000000 Penalty: 1164.593140
	Iteration 44Q: 3 clusters Score -1.14185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360707 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -11418515.000000 Penalty: 1164.593140
	Iteration 45Q: 3 clusters Score -1.141852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360700 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -11418517.000000 Penalty: 1164.593140
	Iteration 46Q: 3 clusters Score -1.141852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360694 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11418524.000000 Penalty: 1164.593140
	Iteration 47Q: 3 clusters Score -1.141852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360686 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -11418525.000000 Penalty: 1164.593140
	Iteration 48Q: 3 clusters Score -1.141852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360677 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -11418523.000000 Penalty: 1164.593140
	Iteration 49Q: 3 clusters Score -1.141852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360669 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -11418526.000000 Penalty: 1164.593140
	Iteration 50Q: 3 clusters Score -1.141853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360665 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11418528.000000 Penalty: 1164.593140
	Iteration 51Q: 3 clusters Score -1.141853e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360663 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11418531.000000 Penalty: 1164.593140
	Iteration 52Q: 3 clusters Score -1.141853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360662 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11418534.000000 Penalty: 1164.593140
	Iteration 53Q: 3 clusters Score -1.141853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360662 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -11418520.000000 Penalty: 1164.593140
	Iteration 54Q: 3 clusters Score -1.141852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11418521.000000 Penalty: 1164.593140
	Iteration 55Q: 3 clusters Score -1.141852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360661 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11418521.000000 Penalty: 1164.593140
	Iteration 56F: 3 clusters Score -1.141852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 360661 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25636 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229003 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43647 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
Score: -21496504.000000 Penalty: 12281.809570
Splitting cluster 7 changes total score from -21496504.000000 to -21496504.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (3942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Entering Unmasked Estep 
Score: -137548.171875 Penalty: 376.714691
	Iteration 0F: 2 clusters Score -137548.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -134814.640625 Penalty: 753.429382
	Iteration 0F: 3 clusters Score -134814.6 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -135837.062500 Penalty: 753.429382
	Iteration 1F: 3 clusters Score -135837.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -136023.062500 Penalty: 753.429382
	Iteration 2F: 3 clusters Score -136023.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -136223.281250 Penalty: 753.429382
	Iteration 3F: 3 clusters Score -136223.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -136459.718750 Penalty: 753.429382
	Iteration 4F: 3 clusters Score -136459.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -136698.046875 Penalty: 753.429382
	Iteration 5F: 3 clusters Score -136698 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -136874.375000 Penalty: 753.429382
	Iteration 6Q: 3 clusters Score -136874.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -136985.718750 Penalty: 753.429382
	Iteration 7Q: 3 clusters Score -136985.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -137050.343750 Penalty: 753.429382
	Iteration 8Q: 3 clusters Score -137050.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -137108.906250 Penalty: 753.429382
	Iteration 9Q: 3 clusters Score -137108.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -137154.937500 Penalty: 753.429382
	Iteration 10Q: 3 clusters Score -137154.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -137178.250000 Penalty: 753.429382
	Iteration 11Q: 3 clusters Score -137178.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -137197.890625 Penalty: 753.429382
	Iteration 12Q: 3 clusters Score -137197.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -137204.140625 Penalty: 753.429382
	Iteration 13Q: 3 clusters Score -137204.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -137212.312500 Penalty: 753.429382
	Iteration 14Q: 3 clusters Score -137212.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -137218.484375 Penalty: 753.429382
	Iteration 15Q: 3 clusters Score -137218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -137221.437500 Penalty: 753.429382
	Iteration 16Q: 3 clusters Score -137221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -137223.921875 Penalty: 753.429382
	Iteration 17Q: 3 clusters Score -137223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -137224.562500 Penalty: 753.429382
	Iteration 18Q: 3 clusters Score -137224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -137224.562500 Penalty: 753.429382
	Iteration 19F: 3 clusters Score -137224.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -68571.742188 Penalty: 356.392731
	Iteration 0F: 2 clusters Score -68571.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -66785.929688 Penalty: 712.785461
	Iteration 0F: 3 clusters Score -66785.93 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -67504.390625 Penalty: 712.785461
	Iteration 1F: 3 clusters Score -67504.39 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -67854.921875 Penalty: 712.785461
	Iteration 2F: 3 clusters Score -67854.92 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -68177.921875 Penalty: 712.785461
	Iteration 3F: 3 clusters Score -68177.92 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -68411.046875 Penalty: 712.785461
	Iteration 4F: 3 clusters Score -68411.05 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -68551.210938 Penalty: 712.785461
	Iteration 5F: 3 clusters Score -68551.21 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -68626.742188 Penalty: 712.785461
	Iteration 6Q: 3 clusters Score -68626.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -68663.640625 Penalty: 712.785461
	Iteration 7Q: 3 clusters Score -68663.64 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68685.703125 Penalty: 712.785461
	Iteration 8Q: 3 clusters Score -68685.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -68704.296875 Penalty: 712.785461
	Iteration 9Q: 3 clusters Score -68704.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -68716.242188 Penalty: 712.785461
	Iteration 10Q: 3 clusters Score -68716.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -68725.179688 Penalty: 712.785461
	Iteration 11Q: 3 clusters Score -68725.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -68728.882812 Penalty: 712.785461
	Iteration 12Q: 3 clusters Score -68728.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -68731.515625 Penalty: 712.785461
	Iteration 13Q: 3 clusters Score -68731.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -68733.476562 Penalty: 712.785461
	Iteration 14Q: 3 clusters Score -68733.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -68734.789062 Penalty: 712.785461
	Iteration 15Q: 3 clusters Score -68734.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -68735.351562 Penalty: 712.785461
	Iteration 16Q: 3 clusters Score -68735.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68735.414062 Penalty: 712.785461
	Iteration 17Q: 3 clusters Score -68735.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -68735.523438 Penalty: 712.785461
	Iteration 18Q: 3 clusters Score -68735.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -68735.695312 Penalty: 712.785461
	Iteration 19Q: 3 clusters Score -68735.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -68737.523438 Penalty: 712.785461
	Iteration 20F: 3 clusters Score -68737.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -68737.875000 Penalty: 712.785461
	Iteration 21Q: 3 clusters Score -68737.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -68738.523438 Penalty: 712.785461
	Iteration 22Q: 3 clusters Score -68738.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68739.039062 Penalty: 712.785461
	Iteration 23Q: 3 clusters Score -68739.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -68739.195312 Penalty: 712.785461
	Iteration 24Q: 3 clusters Score -68739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -68740.140625 Penalty: 712.785461
	Iteration 25Q: 3 clusters Score -68740.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -68740.648438 Penalty: 712.785461
	Iteration 26Q: 3 clusters Score -68740.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68740.859375 Penalty: 712.785461
	Iteration 27Q: 3 clusters Score -68740.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -68740.859375 Penalty: 712.785461
	Iteration 28F: 3 clusters Score -68740.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 361395 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 2119 members 
Mstep: Class 10 contains 403 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25636 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229003 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43647 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
Score: -21496386.000000 Penalty: 12281.809570
Splitting cluster 9 changes total score from -21496504.000000 to -21496386.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -36300.917969 Penalty: 319.010223
	Iteration 0F: 2 clusters Score -36300.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35422.445312 Penalty: 638.020447
	Iteration 0F: 3 clusters Score -35422.45 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -35718.917969 Penalty: 638.020447
	Iteration 1F: 3 clusters Score -35718.92 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -35790.460938 Penalty: 638.020447
	Iteration 2F: 3 clusters Score -35790.46 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -35839.085938 Penalty: 638.020447
	Iteration 3F: 3 clusters Score -35839.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35891.105469 Penalty: 638.020447
	Iteration 4F: 3 clusters Score -35891.11 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -35927.785156 Penalty: 638.020447
	Iteration 5Q: 3 clusters Score -35927.79 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -35957.968750 Penalty: 638.020447
	Iteration 6Q: 3 clusters Score -35957.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -35970.875000 Penalty: 638.020447
	Iteration 7Q: 3 clusters Score -35970.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -35976.234375 Penalty: 638.020447
	Iteration 8Q: 3 clusters Score -35976.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35979.226562 Penalty: 638.020447
	Iteration 9Q: 3 clusters Score -35979.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -35980.511719 Penalty: 638.020447
	Iteration 10Q: 3 clusters Score -35980.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35981.101562 Penalty: 638.020447
	Iteration 11Q: 3 clusters Score -35981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35982.300781 Penalty: 638.020447
	Iteration 12Q: 3 clusters Score -35982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35983.042969 Penalty: 638.020447
	Iteration 13Q: 3 clusters Score -35983.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -35983.214844 Penalty: 638.020447
	Iteration 14Q: 3 clusters Score -35983.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -35983.214844 Penalty: 638.020447
	Iteration 15F: 3 clusters Score -35983.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Entering Unmasked Estep 
Score: -739346.250000 Penalty: 456.944092
	Iteration 0F: 2 clusters Score -739346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -724053.250000 Penalty: 913.888184
	Iteration 0F: 3 clusters Score -724053.2 nChanged 10963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -730503.562500 Penalty: 913.888184
	Iteration 1F: 3 clusters Score -730503.6 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -731117.062500 Penalty: 913.888184
	Iteration 2F: 3 clusters Score -731117.1 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -732019.125000 Penalty: 913.888184
	Iteration 3F: 3 clusters Score -732019.1 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -733040.750000 Penalty: 913.888184
	Iteration 4F: 3 clusters Score -733040.8 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -734095.312500 Penalty: 913.888184
	Iteration 5F: 3 clusters Score -734095.3 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -735117.312500 Penalty: 913.888184
	Iteration 6F: 3 clusters Score -735117.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -736053.125000 Penalty: 913.888184
	Iteration 7F: 3 clusters Score -736053.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -736878.312500 Penalty: 913.888184
	Iteration 8Q: 3 clusters Score -736878.3 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -737486.625000 Penalty: 913.888184
	Iteration 9Q: 3 clusters Score -737486.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -737875.312500 Penalty: 913.888184
	Iteration 10Q: 3 clusters Score -737875.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -738130.062500 Penalty: 913.888184
	Iteration 11Q: 3 clusters Score -738130.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -738323.687500 Penalty: 913.888184
	Iteration 12Q: 3 clusters Score -738323.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -738525.750000 Penalty: 913.888184
	Iteration 13Q: 3 clusters Score -738525.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -738655.437500 Penalty: 913.888184
	Iteration 14Q: 3 clusters Score -738655.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -738783.000000 Penalty: 913.888184
	Iteration 15Q: 3 clusters Score -738783 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -738889.312500 Penalty: 913.888184
	Iteration 16Q: 3 clusters Score -738889.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -738965.062500 Penalty: 913.888184
	Iteration 17Q: 3 clusters Score -738965.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -739037.000000 Penalty: 913.888184
	Iteration 18Q: 3 clusters Score -739037 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -739076.250000 Penalty: 913.888184
	Iteration 19Q: 3 clusters Score -739076.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -739103.625000 Penalty: 913.888184
	Iteration 20F: 3 clusters Score -739103.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -739121.125000 Penalty: 913.888184
	Iteration 21Q: 3 clusters Score -739121.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -739131.687500 Penalty: 913.888184
	Iteration 22Q: 3 clusters Score -739131.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -739142.687500 Penalty: 913.888184
	Iteration 23Q: 3 clusters Score -739142.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -739147.312500 Penalty: 913.888184
	Iteration 24Q: 3 clusters Score -739147.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -739150.437500 Penalty: 913.888184
	Iteration 25Q: 3 clusters Score -739150.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -739153.875000 Penalty: 913.888184
	Iteration 26Q: 3 clusters Score -739153.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -739154.875000 Penalty: 913.888184
	Iteration 27Q: 3 clusters Score -739154.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -739155.375000 Penalty: 913.888184
	Iteration 28Q: 3 clusters Score -739155.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -739155.937500 Penalty: 913.888184
	Iteration 29Q: 3 clusters Score -739155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -739156.500000 Penalty: 913.888184
	Iteration 30Q: 3 clusters Score -739156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -739157.750000 Penalty: 913.888184
	Iteration 31Q: 3 clusters Score -739157.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -739156.562500 Penalty: 913.888184
	Iteration 32Q: 3 clusters Score -739156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -739157.312500 Penalty: 913.888184
	Iteration 33Q: 3 clusters Score -739157.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -739159.937500 Penalty: 913.888184
	Iteration 34Q: 3 clusters Score -739159.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -739161.062500 Penalty: 913.888184
	Iteration 35Q: 3 clusters Score -739161.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -739159.062500 Penalty: 913.888184
	Iteration 36Q: 3 clusters Score -739159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -739160.250000 Penalty: 913.888184
	Iteration 37Q: 3 clusters Score -739160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -739162.437500 Penalty: 913.888184
	Iteration 38Q: 3 clusters Score -739162.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22395 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -739165.187500 Penalty: 913.888184
	Iteration 39Q: 3 clusters Score -739165.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -739165.000000 Penalty: 913.888184
	Iteration 40F: 3 clusters Score -739165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -739165.437500 Penalty: 913.888184
	Iteration 41Q: 3 clusters Score -739165.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -739167.125000 Penalty: 913.888184
	Iteration 42Q: 3 clusters Score -739167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -739167.562500 Penalty: 913.888184
	Iteration 43Q: 3 clusters Score -739167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -739166.562500 Penalty: 913.888184
	Iteration 44Q: 3 clusters Score -739166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -739169.312500 Penalty: 913.888184
	Iteration 45Q: 3 clusters Score -739169.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -739168.937500 Penalty: 913.888184
	Iteration 46Q: 3 clusters Score -739168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22426 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -739168.812500 Penalty: 913.888184
	Iteration 47Q: 3 clusters Score -739168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -739169.562500 Penalty: 913.888184
	Iteration 48Q: 3 clusters Score -739169.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -739170.062500 Penalty: 913.888184
	Iteration 49Q: 3 clusters Score -739170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -739170.375000 Penalty: 913.888184
	Iteration 50Q: 3 clusters Score -739170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -739169.687500 Penalty: 913.888184
	Iteration 51Q: 3 clusters Score -739169.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -739170.000000 Penalty: 913.888184
	Iteration 52Q: 3 clusters Score -739170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -739170.625000 Penalty: 913.888184
	Iteration 53Q: 3 clusters Score -739170.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -739171.250000 Penalty: 913.888184
	Iteration 54Q: 3 clusters Score -739171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -739173.312500 Penalty: 913.888184
	Iteration 55Q: 3 clusters Score -739173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -739173.687500 Penalty: 913.888184
	Iteration 56Q: 3 clusters Score -739173.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -739173.687500 Penalty: 913.888184
	Iteration 57F: 3 clusters Score -739173.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -26908.484375 Penalty: 302.054840
	Iteration 0F: 2 clusters Score -26908.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26216.951172 Penalty: 604.109680
	Iteration 0F: 3 clusters Score -26216.95 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -26379.929688 Penalty: 604.109680
	Iteration 1F: 3 clusters Score -26379.93 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26407.744141 Penalty: 604.109680
	Iteration 2F: 3 clusters Score -26407.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -26423.339844 Penalty: 604.109680
	Iteration 3Q: 3 clusters Score -26423.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -26432.525391 Penalty: 604.109680
	Iteration 4Q: 3 clusters Score -26432.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -26436.257812 Penalty: 604.109680
	Iteration 5Q: 3 clusters Score -26436.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -26442.521484 Penalty: 604.109680
	Iteration 6Q: 3 clusters Score -26442.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -26448.171875 Penalty: 604.109680
	Iteration 7Q: 3 clusters Score -26448.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -26450.916016 Penalty: 604.109680
	Iteration 8Q: 3 clusters Score -26450.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -26452.689453 Penalty: 604.109680
	Iteration 9Q: 3 clusters Score -26452.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -26454.359375 Penalty: 604.109680
	Iteration 10Q: 3 clusters Score -26454.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -26456.556641 Penalty: 604.109680
	Iteration 11Q: 3 clusters Score -26456.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -26458.609375 Penalty: 604.109680
	Iteration 12Q: 3 clusters Score -26458.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26460.705078 Penalty: 604.109680
	Iteration 13Q: 3 clusters Score -26460.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26463.591797 Penalty: 604.109680
	Iteration 14Q: 3 clusters Score -26463.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -26466.554688 Penalty: 604.109680
	Iteration 15Q: 3 clusters Score -26466.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -26472.820312 Penalty: 604.109680
	Iteration 16Q: 3 clusters Score -26472.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26478.851562 Penalty: 604.109680
	Iteration 17Q: 3 clusters Score -26478.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -26483.658203 Penalty: 604.109680
	Iteration 18Q: 3 clusters Score -26483.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26487.103516 Penalty: 604.109680
	Iteration 19Q: 3 clusters Score -26487.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -26488.871094 Penalty: 604.109680
	Iteration 20F: 3 clusters Score -26488.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -26492.033203 Penalty: 604.109680
	Iteration 21Q: 3 clusters Score -26492.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -26496.693359 Penalty: 604.109680
	Iteration 22Q: 3 clusters Score -26496.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -26503.716797 Penalty: 604.109680
	Iteration 23Q: 3 clusters Score -26503.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -26509.546875 Penalty: 604.109680
	Iteration 24Q: 3 clusters Score -26509.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -26515.314453 Penalty: 604.109680
	Iteration 25Q: 3 clusters Score -26515.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -26522.605469 Penalty: 604.109680
	Iteration 26Q: 3 clusters Score -26522.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -26525.132812 Penalty: 604.109680
	Iteration 27Q: 3 clusters Score -26525.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -26529.369141 Penalty: 604.109680
	Iteration 28Q: 3 clusters Score -26529.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -26536.558594 Penalty: 604.109680
	Iteration 29Q: 3 clusters Score -26536.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -26543.363281 Penalty: 604.109680
	Iteration 30Q: 3 clusters Score -26543.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -26550.082031 Penalty: 604.109680
	Iteration 31Q: 3 clusters Score -26550.08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -26557.031250 Penalty: 604.109680
	Iteration 32Q: 3 clusters Score -26557.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -26563.972656 Penalty: 604.109680
	Iteration 33Q: 3 clusters Score -26563.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -26570.884766 Penalty: 604.109680
	Iteration 34Q: 3 clusters Score -26570.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -26579.466797 Penalty: 604.109680
	Iteration 35Q: 3 clusters Score -26579.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -26586.050781 Penalty: 604.109680
	Iteration 36Q: 3 clusters Score -26586.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -26596.744141 Penalty: 604.109680
	Iteration 37Q: 3 clusters Score -26596.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -26607.898438 Penalty: 604.109680
	Iteration 38Q: 3 clusters Score -26607.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -26614.548828 Penalty: 604.109680
	Iteration 39Q: 3 clusters Score -26614.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -26616.179688 Penalty: 604.109680
	Iteration 40F: 3 clusters Score -26616.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -26616.830078 Penalty: 604.109680
	Iteration 41Q: 3 clusters Score -26616.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -26616.830078 Penalty: 604.109680
	Iteration 42F: 3 clusters Score -26616.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Entering Unmasked Estep 
Score: -736277.625000 Penalty: 461.904724
	Iteration 0F: 2 clusters Score -736277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -719156.875000 Penalty: 923.809448
	Iteration 0F: 3 clusters Score -719156.9 nChanged 12224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -726194.812500 Penalty: 923.809448
	Iteration 1F: 3 clusters Score -726194.8 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -726434.625000 Penalty: 923.809448
	Iteration 2Q: 3 clusters Score -726434.6 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -726748.750000 Penalty: 923.809448
	Iteration 3Q: 3 clusters Score -726748.8 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -727232.937500 Penalty: 923.809448
	Iteration 4Q: 3 clusters Score -727232.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -727969.187500 Penalty: 923.809448
	Iteration 5Q: 3 clusters Score -727969.2 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -728982.000000 Penalty: 923.809448
	Iteration 6F: 3 clusters Score -728982 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -730151.187500 Penalty: 923.809448
	Iteration 7F: 3 clusters Score -730151.2 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -731206.187500 Penalty: 923.809448
	Iteration 8F: 3 clusters Score -731206.2 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -732011.375000 Penalty: 923.809448
	Iteration 9Q: 3 clusters Score -732011.4 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -732446.625000 Penalty: 923.809448
	Iteration 10Q: 3 clusters Score -732446.6 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -732693.125000 Penalty: 923.809448
	Iteration 11Q: 3 clusters Score -732693.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -732923.000000 Penalty: 923.809448
	Iteration 12Q: 3 clusters Score -732923 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -733153.125000 Penalty: 923.809448
	Iteration 13Q: 3 clusters Score -733153.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -733392.250000 Penalty: 923.809448
	Iteration 14Q: 3 clusters Score -733392.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -733651.312500 Penalty: 923.809448
	Iteration 15Q: 3 clusters Score -733651.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -733916.687500 Penalty: 923.809448
	Iteration 16Q: 3 clusters Score -733916.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -734190.812500 Penalty: 923.809448
	Iteration 17Q: 3 clusters Score -734190.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -734433.937500 Penalty: 923.809448
	Iteration 18Q: 3 clusters Score -734433.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -734666.062500 Penalty: 923.809448
	Iteration 19Q: 3 clusters Score -734666.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 23774 members 
Entering Unmasked Estep 
Score: -734890.437500 Penalty: 923.809448
	Iteration 20F: 3 clusters Score -734890.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -735076.750000 Penalty: 923.809448
	Iteration 21Q: 3 clusters Score -735076.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -735238.125000 Penalty: 923.809448
	Iteration 22Q: 3 clusters Score -735238.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -735387.312500 Penalty: 923.809448
	Iteration 23Q: 3 clusters Score -735387.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -735522.875000 Penalty: 923.809448
	Iteration 24Q: 3 clusters Score -735522.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -735638.875000 Penalty: 923.809448
	Iteration 25Q: 3 clusters Score -735638.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -735719.437500 Penalty: 923.809448
	Iteration 26Q: 3 clusters Score -735719.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -735781.312500 Penalty: 923.809448
	Iteration 27Q: 3 clusters Score -735781.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -735809.750000 Penalty: 923.809448
	Iteration 28Q: 3 clusters Score -735809.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -735835.562500 Penalty: 923.809448
	Iteration 29Q: 3 clusters Score -735835.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -735860.312500 Penalty: 923.809448
	Iteration 30Q: 3 clusters Score -735860.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -735880.437500 Penalty: 923.809448
	Iteration 31Q: 3 clusters Score -735880.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -735886.187500 Penalty: 923.809448
	Iteration 32Q: 3 clusters Score -735886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -735891.375000 Penalty: 923.809448
	Iteration 33Q: 3 clusters Score -735891.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -735901.312500 Penalty: 923.809448
	Iteration 34Q: 3 clusters Score -735901.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -735904.375000 Penalty: 923.809448
	Iteration 35Q: 3 clusters Score -735904.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -735907.750000 Penalty: 923.809448
	Iteration 36Q: 3 clusters Score -735907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -735913.000000 Penalty: 923.809448
	Iteration 37Q: 3 clusters Score -735913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -735914.000000 Penalty: 923.809448
	Iteration 38Q: 3 clusters Score -735914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -735914.875000 Penalty: 923.809448
	Iteration 39Q: 3 clusters Score -735914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -735915.625000 Penalty: 923.809448
	Iteration 40F: 3 clusters Score -735915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -735916.062500 Penalty: 923.809448
	Iteration 41Q: 3 clusters Score -735916.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -735916.062500 Penalty: 923.809448
	Iteration 42F: 3 clusters Score -735916.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -100304.578125 Penalty: 364.168243
	Iteration 0F: 2 clusters Score -100304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -98202.203125 Penalty: 728.336487
	Iteration 0F: 3 clusters Score -98202.2 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -99040.828125 Penalty: 728.336487
	Iteration 1F: 3 clusters Score -99040.83 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -99265.210938 Penalty: 728.336487
	Iteration 2F: 3 clusters Score -99265.21 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -99568.992188 Penalty: 728.336487
	Iteration 3F: 3 clusters Score -99568.99 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -99821.570312 Penalty: 728.336487
	Iteration 4F: 3 clusters Score -99821.57 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -99945.812500 Penalty: 728.336487
	Iteration 5F: 3 clusters Score -99945.81 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -99991.234375 Penalty: 728.336487
	Iteration 6Q: 3 clusters Score -99991.23 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -100018.500000 Penalty: 728.336487
	Iteration 7Q: 3 clusters Score -100018.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100032.992188 Penalty: 728.336487
	Iteration 8Q: 3 clusters Score -100033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100042.132812 Penalty: 728.336487
	Iteration 9Q: 3 clusters Score -100042.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -100049.632812 Penalty: 728.336487
	Iteration 10Q: 3 clusters Score -100049.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -100057.117188 Penalty: 728.336487
	Iteration 11Q: 3 clusters Score -100057.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -100060.906250 Penalty: 728.336487
	Iteration 12Q: 3 clusters Score -100060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -100062.507812 Penalty: 728.336487
	Iteration 13Q: 3 clusters Score -100062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -100064.937500 Penalty: 728.336487
	Iteration 14Q: 3 clusters Score -100064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -100065.921875 Penalty: 728.336487
	Iteration 15Q: 3 clusters Score -100065.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -100066.132812 Penalty: 728.336487
	Iteration 16Q: 3 clusters Score -100066.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -100066.406250 Penalty: 728.336487
	Iteration 17Q: 3 clusters Score -100066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -100066.710938 Penalty: 728.336487
	Iteration 18Q: 3 clusters Score -100066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -100067.195312 Penalty: 728.336487
	Iteration 19Q: 3 clusters Score -100067.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -100068.062500 Penalty: 728.336487
	Iteration 20F: 3 clusters Score -100068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -100068.523438 Penalty: 728.336487
	Iteration 21Q: 3 clusters Score -100068.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -100069.203125 Penalty: 728.336487
	Iteration 22Q: 3 clusters Score -100069.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -100070.203125 Penalty: 728.336487
	Iteration 23Q: 3 clusters Score -100070.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -100070.742188 Penalty: 728.336487
	Iteration 24Q: 3 clusters Score -100070.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -100071.453125 Penalty: 728.336487
	Iteration 25Q: 3 clusters Score -100071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -100072.570312 Penalty: 728.336487
	Iteration 26Q: 3 clusters Score -100072.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -100073.921875 Penalty: 728.336487
	Iteration 27Q: 3 clusters Score -100073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -100074.570312 Penalty: 728.336487
	Iteration 28Q: 3 clusters Score -100074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -100075.210938 Penalty: 728.336487
	Iteration 29Q: 3 clusters Score -100075.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -100076.257812 Penalty: 728.336487
	Iteration 30Q: 3 clusters Score -100076.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -100076.875000 Penalty: 728.336487
	Iteration 31Q: 3 clusters Score -100076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -100077.570312 Penalty: 728.336487
	Iteration 32Q: 3 clusters Score -100077.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -100078.406250 Penalty: 728.336487
	Iteration 33Q: 3 clusters Score -100078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -100079.625000 Penalty: 728.336487
	Iteration 34Q: 3 clusters Score -100079.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100080.554688 Penalty: 728.336487
	Iteration 35Q: 3 clusters Score -100080.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -100081.828125 Penalty: 728.336487
	Iteration 36Q: 3 clusters Score -100081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100083.000000 Penalty: 728.336487
	Iteration 37Q: 3 clusters Score -100083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -100083.484375 Penalty: 728.336487
	Iteration 38Q: 3 clusters Score -100083.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -100084.453125 Penalty: 728.336487
	Iteration 39Q: 3 clusters Score -100084.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100084.742188 Penalty: 728.336487
	Iteration 40F: 3 clusters Score -100084.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100085.187500 Penalty: 728.336487
	Iteration 41Q: 3 clusters Score -100085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100085.484375 Penalty: 728.336487
	Iteration 42Q: 3 clusters Score -100085.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -100085.484375 Penalty: 728.336487
	Iteration 43F: 3 clusters Score -100085.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (229003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229003 members 
Entering Unmasked Estep 
Score: -6816778.000000 Penalty: 561.537842
	Iteration 0F: 2 clusters Score -6816778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114370 members 
Mstep: Class 2 contains 114633 members 
Entering Unmasked Estep 
Score: -6660563.000000 Penalty: 1123.075684
	Iteration 0F: 3 clusters Score -6660563 nChanged 112931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105853 members 
Mstep: Class 2 contains 123150 members 
Entering Unmasked Estep 
Score: -6730537.000000 Penalty: 1123.075684
	Iteration 1F: 3 clusters Score -6730537 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100830 members 
Mstep: Class 2 contains 128173 members 
Entering Unmasked Estep 
Score: -6733580.500000 Penalty: 1123.075684
	Iteration 2Q: 3 clusters Score -6733580 nChanged 10404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93360 members 
Mstep: Class 2 contains 135643 members 
Entering Unmasked Estep 
Score: -6738165.000000 Penalty: 1123.075684
	Iteration 3Q: 3 clusters Score -6738165 nChanged 12767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82463 members 
Mstep: Class 2 contains 146540 members 
Entering Unmasked Estep 
Score: -6745432.000000 Penalty: 1123.075684
	Iteration 4F: 3 clusters Score -6745432 nChanged 15523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67838 members 
Mstep: Class 2 contains 161165 members 
Entering Unmasked Estep 
Score: -6756456.000000 Penalty: 1123.075684
	Iteration 5F: 3 clusters Score -6756456 nChanged 17656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50466 members 
Mstep: Class 2 contains 178537 members 
Entering Unmasked Estep 
Score: -6771544.500000 Penalty: 1123.075684
	Iteration 6F: 3 clusters Score -6771544 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 195289 members 
Entering Unmasked Estep 
Score: -6787654.500000 Penalty: 1123.075684
	Iteration 7F: 3 clusters Score -6787654 nChanged 12641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 207906 members 
Entering Unmasked Estep 
Score: -6800172.500000 Penalty: 1123.075684
	Iteration 8F: 3 clusters Score -6800172 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 215388 members 
Entering Unmasked Estep 
Score: -6807249.000000 Penalty: 1123.075684
	Iteration 9Q: 3 clusters Score -6807249 nChanged 4475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 219819 members 
Entering Unmasked Estep 
Score: -6811064.500000 Penalty: 1123.075684
	Iteration 10Q: 3 clusters Score -6811064 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 222585 members 
Entering Unmasked Estep 
Score: -6813266.000000 Penalty: 1123.075684
	Iteration 11Q: 3 clusters Score -6813266 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 224370 members 
Entering Unmasked Estep 
Score: -6814583.500000 Penalty: 1123.075684
	Iteration 12Q: 3 clusters Score -6814584 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 225513 members 
Entering Unmasked Estep 
Score: -6815311.500000 Penalty: 1123.075684
	Iteration 13Q: 3 clusters Score -6815312 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 226271 members 
Entering Unmasked Estep 
Score: -6815749.500000 Penalty: 1123.075684
	Iteration 14Q: 3 clusters Score -6815750 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 226760 members 
Entering Unmasked Estep 
Score: -6816028.500000 Penalty: 1123.075684
	Iteration 15Q: 3 clusters Score -6816028 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 227101 members 
Entering Unmasked Estep 
Score: -6816210.500000 Penalty: 1123.075684
	Iteration 16Q: 3 clusters Score -6816210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 227342 members 
Entering Unmasked Estep 
Score: -6816336.500000 Penalty: 1123.075684
	Iteration 17Q: 3 clusters Score -6816336 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 227512 members 
Entering Unmasked Estep 
Score: -6816408.000000 Penalty: 1123.075684
	Iteration 18Q: 3 clusters Score -6816408 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 227656 members 
Entering Unmasked Estep 
Score: -6816480.500000 Penalty: 1123.075684
	Iteration 19Q: 3 clusters Score -6816480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 227752 members 
Entering Unmasked Estep 
Score: -6816524.000000 Penalty: 1123.075684
	Iteration 20F: 3 clusters Score -6816524 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 227826 members 
Entering Unmasked Estep 
Score: -6816537.000000 Penalty: 1123.075684
	Iteration 21Q: 3 clusters Score -6816537 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 227878 members 
Entering Unmasked Estep 
Score: -6816563.000000 Penalty: 1123.075684
	Iteration 22Q: 3 clusters Score -6816563 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 227929 members 
Entering Unmasked Estep 
Score: -6816588.500000 Penalty: 1123.075684
	Iteration 23Q: 3 clusters Score -6816588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 227972 members 
Entering Unmasked Estep 
Score: -6816614.500000 Penalty: 1123.075684
	Iteration 24Q: 3 clusters Score -6816614 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 228002 members 
Entering Unmasked Estep 
Score: -6816647.000000 Penalty: 1123.075684
	Iteration 25Q: 3 clusters Score -6816647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 228023 members 
Entering Unmasked Estep 
Score: -6816649.500000 Penalty: 1123.075684
	Iteration 26Q: 3 clusters Score -6816650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -6816641.000000 Penalty: 1123.075684
	Iteration 27Q: 3 clusters Score -6816641 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 228066 members 
Entering Unmasked Estep 
Score: -6816646.500000 Penalty: 1123.075684
	Iteration 28Q: 3 clusters Score -6816646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 228077 members 
Entering Unmasked Estep 
Score: -6816647.500000 Penalty: 1123.075684
	Iteration 29Q: 3 clusters Score -6816648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 228088 members 
Entering Unmasked Estep 
Score: -6816636.000000 Penalty: 1123.075684
	Iteration 30Q: 3 clusters Score -6816636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 228095 members 
Entering Unmasked Estep 
Score: -6816640.500000 Penalty: 1123.075684
	Iteration 31Q: 3 clusters Score -6816640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 228099 members 
Entering Unmasked Estep 
Score: -6816652.500000 Penalty: 1123.075684
	Iteration 32Q: 3 clusters Score -6816652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 228105 members 
Entering Unmasked Estep 
Score: -6816646.000000 Penalty: 1123.075684
	Iteration 33Q: 3 clusters Score -6816646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -6816657.500000 Penalty: 1123.075684
	Iteration 34Q: 3 clusters Score -6816658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -6816655.500000 Penalty: 1123.075684
	Iteration 35Q: 3 clusters Score -6816656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 228115 members 
Entering Unmasked Estep 
Score: -6816652.500000 Penalty: 1123.075684
	Iteration 36Q: 3 clusters Score -6816652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 228116 members 
Entering Unmasked Estep 
Score: -6816654.000000 Penalty: 1123.075684
	Iteration 37Q: 3 clusters Score -6816654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 228115 members 
Entering Unmasked Estep 
Score: -6816648.000000 Penalty: 1123.075684
	Iteration 38Q: 3 clusters Score -6816648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -6816650.500000 Penalty: 1123.075684
	Iteration 39Q: 3 clusters Score -6816650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 228114 members 
Entering Unmasked Estep 
Score: -6816650.500000 Penalty: 1123.075684
	Iteration 40F: 3 clusters Score -6816650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -72612.296875 Penalty: 350.671356
	Iteration 0F: 2 clusters Score -72612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -71031.671875 Penalty: 701.342712
	Iteration 0F: 3 clusters Score -71031.67 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -71539.671875 Penalty: 701.342712
	Iteration 1F: 3 clusters Score -71539.67 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -71613.601562 Penalty: 701.342712
	Iteration 2Q: 3 clusters Score -71613.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -71711.265625 Penalty: 701.342712
	Iteration 3F: 3 clusters Score -71711.27 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -71824.296875 Penalty: 701.342712
	Iteration 4F: 3 clusters Score -71824.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -71967.945312 Penalty: 701.342712
	Iteration 5F: 3 clusters Score -71967.95 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -72117.109375 Penalty: 701.342712
	Iteration 6F: 3 clusters Score -72117.11 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -72235.992188 Penalty: 701.342712
	Iteration 7F: 3 clusters Score -72235.99 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -72312.710938 Penalty: 701.342712
	Iteration 8Q: 3 clusters Score -72312.71 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -72362.570312 Penalty: 701.342712
	Iteration 9Q: 3 clusters Score -72362.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -72383.320312 Penalty: 701.342712
	Iteration 10Q: 3 clusters Score -72383.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -72392.507812 Penalty: 701.342712
	Iteration 11Q: 3 clusters Score -72392.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72398.390625 Penalty: 701.342712
	Iteration 12Q: 3 clusters Score -72398.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -72405.335938 Penalty: 701.342712
	Iteration 13Q: 3 clusters Score -72405.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -72417.250000 Penalty: 701.342712
	Iteration 14Q: 3 clusters Score -72417.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -72423.515625 Penalty: 701.342712
	Iteration 15Q: 3 clusters Score -72423.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -72428.976562 Penalty: 701.342712
	Iteration 16Q: 3 clusters Score -72428.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -72434.898438 Penalty: 701.342712
	Iteration 17Q: 3 clusters Score -72434.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -72441.601562 Penalty: 701.342712
	Iteration 18Q: 3 clusters Score -72441.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -72451.960938 Penalty: 701.342712
	Iteration 19Q: 3 clusters Score -72451.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -72461.507812 Penalty: 701.342712
	Iteration 20F: 3 clusters Score -72461.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -72466.906250 Penalty: 701.342712
	Iteration 21Q: 3 clusters Score -72466.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -72474.257812 Penalty: 701.342712
	Iteration 22Q: 3 clusters Score -72474.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -72476.367188 Penalty: 701.342712
	Iteration 23Q: 3 clusters Score -72476.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72477.359375 Penalty: 701.342712
	Iteration 24Q: 3 clusters Score -72477.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -72478.398438 Penalty: 701.342712
	Iteration 25Q: 3 clusters Score -72478.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -72478.765625 Penalty: 701.342712
	Iteration 26Q: 3 clusters Score -72478.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -72479.492188 Penalty: 701.342712
	Iteration 27Q: 3 clusters Score -72479.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72479.593750 Penalty: 701.342712
	Iteration 28Q: 3 clusters Score -72479.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -72479.640625 Penalty: 701.342712
	Iteration 29Q: 3 clusters Score -72479.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -72479.843750 Penalty: 701.342712
	Iteration 30Q: 3 clusters Score -72479.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72479.882812 Penalty: 701.342712
	Iteration 31Q: 3 clusters Score -72479.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -72479.882812 Penalty: 701.342712
	Iteration 32F: 3 clusters Score -72479.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Entering Unmasked Estep 
Score: -1394793.625000 Penalty: 486.116974
	Iteration 0F: 2 clusters Score -1394794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -1365521.500000 Penalty: 972.233948
	Iteration 0F: 3 clusters Score -1365522 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -1377715.625000 Penalty: 972.233948
	Iteration 1F: 3 clusters Score -1377716 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -1378183.625000 Penalty: 972.233948
	Iteration 2Q: 3 clusters Score -1378184 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -1378989.375000 Penalty: 972.233948
	Iteration 3Q: 3 clusters Score -1378989 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -1380360.375000 Penalty: 972.233948
	Iteration 4F: 3 clusters Score -1380360 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -1382540.375000 Penalty: 972.233948
	Iteration 5F: 3 clusters Score -1382540 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -1385166.500000 Penalty: 972.233948
	Iteration 6F: 3 clusters Score -1385166 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -1387021.625000 Penalty: 972.233948
	Iteration 7F: 3 clusters Score -1387022 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -1387701.750000 Penalty: 972.233948
	Iteration 8Q: 3 clusters Score -1387702 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -1387939.875000 Penalty: 972.233948
	Iteration 9Q: 3 clusters Score -1387940 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -1388092.750000 Penalty: 972.233948
	Iteration 10Q: 3 clusters Score -1388093 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -1388228.875000 Penalty: 972.233948
	Iteration 11Q: 3 clusters Score -1388229 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -1388347.000000 Penalty: 972.233948
	Iteration 12Q: 3 clusters Score -1388347 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -1388456.875000 Penalty: 972.233948
	Iteration 13Q: 3 clusters Score -1388457 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -1388556.750000 Penalty: 972.233948
	Iteration 14Q: 3 clusters Score -1388557 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -1388641.875000 Penalty: 972.233948
	Iteration 15Q: 3 clusters Score -1388642 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -1388727.000000 Penalty: 972.233948
	Iteration 16Q: 3 clusters Score -1388727 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -1388807.375000 Penalty: 972.233948
	Iteration 17Q: 3 clusters Score -1388807 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1388899.625000 Penalty: 972.233948
	Iteration 18Q: 3 clusters Score -1388900 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -1389014.500000 Penalty: 972.233948
	Iteration 19Q: 3 clusters Score -1389014 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -1389143.875000 Penalty: 972.233948
	Iteration 20F: 3 clusters Score -1389144 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -1389263.625000 Penalty: 972.233948
	Iteration 21Q: 3 clusters Score -1389264 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1389413.875000 Penalty: 972.233948
	Iteration 22Q: 3 clusters Score -1389414 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -1389538.625000 Penalty: 972.233948
	Iteration 23Q: 3 clusters Score -1389539 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -1389679.250000 Penalty: 972.233948
	Iteration 24Q: 3 clusters Score -1389679 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -1389800.000000 Penalty: 972.233948
	Iteration 25Q: 3 clusters Score -1389800 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -1389904.000000 Penalty: 972.233948
	Iteration 26Q: 3 clusters Score -1389904 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1390015.250000 Penalty: 972.233948
	Iteration 27Q: 3 clusters Score -1390015 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -1390104.500000 Penalty: 972.233948
	Iteration 28Q: 3 clusters Score -1390104 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -1390178.375000 Penalty: 972.233948
	Iteration 29Q: 3 clusters Score -1390178 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -1390241.625000 Penalty: 972.233948
	Iteration 30Q: 3 clusters Score -1390242 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1390307.875000 Penalty: 972.233948
	Iteration 31Q: 3 clusters Score -1390308 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -1390369.875000 Penalty: 972.233948
	Iteration 32Q: 3 clusters Score -1390370 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -1390421.625000 Penalty: 972.233948
	Iteration 33Q: 3 clusters Score -1390422 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1390464.000000 Penalty: 972.233948
	Iteration 34Q: 3 clusters Score -1390464 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -1390510.750000 Penalty: 972.233948
	Iteration 35Q: 3 clusters Score -1390511 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -1390554.750000 Penalty: 972.233948
	Iteration 36Q: 3 clusters Score -1390555 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -1390611.875000 Penalty: 972.233948
	Iteration 37Q: 3 clusters Score -1390612 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -1390657.875000 Penalty: 972.233948
	Iteration 38Q: 3 clusters Score -1390658 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -1390707.375000 Penalty: 972.233948
	Iteration 39Q: 3 clusters Score -1390707 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -1390739.625000 Penalty: 972.233948
	Iteration 40F: 3 clusters Score -1390740 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -1390799.875000 Penalty: 972.233948
	Iteration 41Q: 3 clusters Score -1390800 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1390856.625000 Penalty: 972.233948
	Iteration 42Q: 3 clusters Score -1390857 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1390913.500000 Penalty: 972.233948
	Iteration 43Q: 3 clusters Score -1390914 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1390973.625000 Penalty: 972.233948
	Iteration 44Q: 3 clusters Score -1390974 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1391027.625000 Penalty: 972.233948
	Iteration 45Q: 3 clusters Score -1391028 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1391084.000000 Penalty: 972.233948
	Iteration 46Q: 3 clusters Score -1391084 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1391138.375000 Penalty: 972.233948
	Iteration 47Q: 3 clusters Score -1391138 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1391204.250000 Penalty: 972.233948
	Iteration 48Q: 3 clusters Score -1391204 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1391272.000000 Penalty: 972.233948
	Iteration 49Q: 3 clusters Score -1391272 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1391329.125000 Penalty: 972.233948
	Iteration 50Q: 3 clusters Score -1391329 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1391395.000000 Penalty: 972.233948
	Iteration 51Q: 3 clusters Score -1391395 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1391446.750000 Penalty: 972.233948
	Iteration 52Q: 3 clusters Score -1391447 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1391513.875000 Penalty: 972.233948
	Iteration 53Q: 3 clusters Score -1391514 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -1391581.000000 Penalty: 972.233948
	Iteration 54Q: 3 clusters Score -1391581 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1391650.250000 Penalty: 972.233948
	Iteration 55Q: 3 clusters Score -1391650 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -1391715.000000 Penalty: 972.233948
	Iteration 56Q: 3 clusters Score -1391715 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1391793.125000 Penalty: 972.233948
	Iteration 57Q: 3 clusters Score -1391793 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1391898.250000 Penalty: 972.233948
	Iteration 58Q: 3 clusters Score -1391898 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1391984.875000 Penalty: 972.233948
	Iteration 59Q: 3 clusters Score -1391985 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1392081.250000 Penalty: 972.233948
	Iteration 60F: 3 clusters Score -1392081 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1392193.000000 Penalty: 972.233948
	Iteration 61Q: 3 clusters Score -1392193 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1392325.625000 Penalty: 972.233948
	Iteration 62Q: 3 clusters Score -1392326 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1392447.000000 Penalty: 972.233948
	Iteration 63Q: 3 clusters Score -1392447 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1392597.375000 Penalty: 972.233948
	Iteration 64Q: 3 clusters Score -1392597 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1392744.250000 Penalty: 972.233948
	Iteration 65Q: 3 clusters Score -1392744 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1392892.125000 Penalty: 972.233948
	Iteration 66Q: 3 clusters Score -1392892 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1393050.125000 Penalty: 972.233948
	Iteration 67Q: 3 clusters Score -1393050 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1393168.375000 Penalty: 972.233948
	Iteration 68Q: 3 clusters Score -1393168 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1393266.750000 Penalty: 972.233948
	Iteration 69Q: 3 clusters Score -1393267 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1393355.625000 Penalty: 972.233948
	Iteration 70Q: 3 clusters Score -1393356 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1393451.125000 Penalty: 972.233948
	Iteration 71Q: 3 clusters Score -1393451 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1393541.000000 Penalty: 972.233948
	Iteration 72Q: 3 clusters Score -1393541 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1393633.250000 Penalty: 972.233948
	Iteration 73Q: 3 clusters Score -1393633 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1393718.500000 Penalty: 972.233948
	Iteration 74Q: 3 clusters Score -1393718 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1393789.250000 Penalty: 972.233948
	Iteration 75Q: 3 clusters Score -1393789 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1393852.625000 Penalty: 972.233948
	Iteration 76Q: 3 clusters Score -1393853 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1393904.000000 Penalty: 972.233948
	Iteration 77Q: 3 clusters Score -1393904 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1393965.375000 Penalty: 972.233948
	Iteration 78Q: 3 clusters Score -1393965 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1394030.875000 Penalty: 972.233948
	Iteration 79Q: 3 clusters Score -1394031 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1394082.500000 Penalty: 972.233948
	Iteration 80F: 3 clusters Score -1394082 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1394132.500000 Penalty: 972.233948
	Iteration 81Q: 3 clusters Score -1394132 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1394176.250000 Penalty: 972.233948
	Iteration 82Q: 3 clusters Score -1394176 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42458 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1394211.500000 Penalty: 972.233948
	Iteration 83Q: 3 clusters Score -1394212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1394239.375000 Penalty: 972.233948
	Iteration 84Q: 3 clusters Score -1394239 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1394267.000000 Penalty: 972.233948
	Iteration 85Q: 3 clusters Score -1394267 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1394299.875000 Penalty: 972.233948
	Iteration 86Q: 3 clusters Score -1394300 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1394325.750000 Penalty: 972.233948
	Iteration 87Q: 3 clusters Score -1394326 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1394344.000000 Penalty: 972.233948
	Iteration 88Q: 3 clusters Score -1394344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1394349.875000 Penalty: 972.233948
	Iteration 89Q: 3 clusters Score -1394350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1394359.625000 Penalty: 972.233948
	Iteration 90Q: 3 clusters Score -1394360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1394371.875000 Penalty: 972.233948
	Iteration 91Q: 3 clusters Score -1394372 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1394379.250000 Penalty: 972.233948
	Iteration 92Q: 3 clusters Score -1394379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1394389.375000 Penalty: 972.233948
	Iteration 93Q: 3 clusters Score -1394389 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1394396.875000 Penalty: 972.233948
	Iteration 94Q: 3 clusters Score -1394397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1394401.500000 Penalty: 972.233948
	Iteration 95Q: 3 clusters Score -1394402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1394400.625000 Penalty: 972.233948
	Iteration 96Q: 3 clusters Score -1394401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1394403.125000 Penalty: 972.233948
	Iteration 97Q: 3 clusters Score -1394403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1394402.125000 Penalty: 972.233948
	Iteration 98Q: 3 clusters Score -1394402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1394403.000000 Penalty: 972.233948
	Iteration 99Q: 3 clusters Score -1394403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1394402.250000 Penalty: 972.233948
	Iteration 100F: 3 clusters Score -1394402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1394403.000000 Penalty: 972.233948
	Iteration 101Q: 3 clusters Score -1394403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1394403.125000 Penalty: 972.233948
	Iteration 102Q: 3 clusters Score -1394403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1394405.125000 Penalty: 972.233948
	Iteration 103Q: 3 clusters Score -1394405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1394406.500000 Penalty: 972.233948
	Iteration 104Q: 3 clusters Score -1394406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1394407.375000 Penalty: 972.233948
	Iteration 105Q: 3 clusters Score -1394407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1394406.000000 Penalty: 972.233948
	Iteration 106Q: 3 clusters Score -1394406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1394407.750000 Penalty: 972.233948
	Iteration 107Q: 3 clusters Score -1394408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1394407.750000 Penalty: 972.233948
	Iteration 108Q: 3 clusters Score -1394408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1394409.500000 Penalty: 972.233948
	Iteration 109Q: 3 clusters Score -1394410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1394408.750000 Penalty: 972.233948
	Iteration 110Q: 3 clusters Score -1394409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1394408.125000 Penalty: 972.233948
	Iteration 111Q: 3 clusters Score -1394408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1394408.875000 Penalty: 972.233948
	Iteration 112Q: 3 clusters Score -1394409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1394408.625000 Penalty: 972.233948
	Iteration 113Q: 3 clusters Score -1394409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1394409.125000 Penalty: 972.233948
	Iteration 114Q: 3 clusters Score -1394409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1394410.000000 Penalty: 972.233948
	Iteration 115Q: 3 clusters Score -1394410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1394410.250000 Penalty: 972.233948
	Iteration 116Q: 3 clusters Score -1394410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1394410.250000 Penalty: 972.233948
	Iteration 117F: 3 clusters Score -1394410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -33800.890625 Penalty: 319.133148
	Iteration 0F: 2 clusters Score -33800.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -32937.585938 Penalty: 638.266296
	Iteration 0F: 3 clusters Score -32937.59 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -33196.667969 Penalty: 638.266296
	Iteration 1F: 3 clusters Score -33196.67 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -33253.109375 Penalty: 638.266296
	Iteration 2F: 3 clusters Score -33253.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -33292.859375 Penalty: 638.266296
	Iteration 3F: 3 clusters Score -33292.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -33327.066406 Penalty: 638.266296
	Iteration 4Q: 3 clusters Score -33327.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -33356.320312 Penalty: 638.266296
	Iteration 5Q: 3 clusters Score -33356.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -33375.203125 Penalty: 638.266296
	Iteration 6Q: 3 clusters Score -33375.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -33387.921875 Penalty: 638.266296
	Iteration 7Q: 3 clusters Score -33387.92 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -33399.164062 Penalty: 638.266296
	Iteration 8Q: 3 clusters Score -33399.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -33407.207031 Penalty: 638.266296
	Iteration 9Q: 3 clusters Score -33407.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -33412.355469 Penalty: 638.266296
	Iteration 10Q: 3 clusters Score -33412.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -33417.246094 Penalty: 638.266296
	Iteration 11Q: 3 clusters Score -33417.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -33420.921875 Penalty: 638.266296
	Iteration 12Q: 3 clusters Score -33420.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -33425.675781 Penalty: 638.266296
	Iteration 13Q: 3 clusters Score -33425.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -33431.082031 Penalty: 638.266296
	Iteration 14Q: 3 clusters Score -33431.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -33434.457031 Penalty: 638.266296
	Iteration 15Q: 3 clusters Score -33434.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -33436.410156 Penalty: 638.266296
	Iteration 16Q: 3 clusters Score -33436.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -33437.273438 Penalty: 638.266296
	Iteration 17Q: 3 clusters Score -33437.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -33437.347656 Penalty: 638.266296
	Iteration 18Q: 3 clusters Score -33437.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -33437.347656 Penalty: 638.266296
	Iteration 19F: 3 clusters Score -33437.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -60910.617188 Penalty: 343.936249
	Iteration 0F: 2 clusters Score -60910.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -59533.363281 Penalty: 687.872498
	Iteration 0F: 3 clusters Score -59533.36 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -60062.464844 Penalty: 687.872498
	Iteration 1F: 3 clusters Score -60062.46 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -60145.453125 Penalty: 687.872498
	Iteration 2F: 3 clusters Score -60145.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -60201.101562 Penalty: 687.872498
	Iteration 3F: 3 clusters Score -60201.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -60233.066406 Penalty: 687.872498
	Iteration 4Q: 3 clusters Score -60233.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -60268.785156 Penalty: 687.872498
	Iteration 5Q: 3 clusters Score -60268.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -60302.003906 Penalty: 687.872498
	Iteration 6Q: 3 clusters Score -60302 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -60332.769531 Penalty: 687.872498
	Iteration 7Q: 3 clusters Score -60332.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -60364.136719 Penalty: 687.872498
	Iteration 8Q: 3 clusters Score -60364.14 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -60396.667969 Penalty: 687.872498
	Iteration 9Q: 3 clusters Score -60396.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -60419.488281 Penalty: 687.872498
	Iteration 10Q: 3 clusters Score -60419.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -60433.363281 Penalty: 687.872498
	Iteration 11Q: 3 clusters Score -60433.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -60443.601562 Penalty: 687.872498
	Iteration 12Q: 3 clusters Score -60443.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60451.695312 Penalty: 687.872498
	Iteration 13Q: 3 clusters Score -60451.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -60462.921875 Penalty: 687.872498
	Iteration 14Q: 3 clusters Score -60462.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -60475.898438 Penalty: 687.872498
	Iteration 15Q: 3 clusters Score -60475.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -60498.281250 Penalty: 687.872498
	Iteration 16Q: 3 clusters Score -60498.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -60519.363281 Penalty: 687.872498
	Iteration 17Q: 3 clusters Score -60519.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -60535.171875 Penalty: 687.872498
	Iteration 18Q: 3 clusters Score -60535.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -60549.937500 Penalty: 687.872498
	Iteration 19Q: 3 clusters Score -60549.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -60563.519531 Penalty: 687.872498
	Iteration 20F: 3 clusters Score -60563.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -60573.152344 Penalty: 687.872498
	Iteration 21Q: 3 clusters Score -60573.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -60578.527344 Penalty: 687.872498
	Iteration 22Q: 3 clusters Score -60578.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -60586.613281 Penalty: 687.872498
	Iteration 23Q: 3 clusters Score -60586.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -60592.082031 Penalty: 687.872498
	Iteration 24Q: 3 clusters Score -60592.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -60598.558594 Penalty: 687.872498
	Iteration 25Q: 3 clusters Score -60598.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -60601.921875 Penalty: 687.872498
	Iteration 26Q: 3 clusters Score -60601.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -60603.199219 Penalty: 687.872498
	Iteration 27Q: 3 clusters Score -60603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -60603.632812 Penalty: 687.872498
	Iteration 28Q: 3 clusters Score -60603.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -60603.707031 Penalty: 687.872498
	Iteration 29Q: 3 clusters Score -60603.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -60603.875000 Penalty: 687.872498
	Iteration 30Q: 3 clusters Score -60603.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60603.835938 Penalty: 687.872498
	Iteration 31Q: 3 clusters Score -60603.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -60603.835938 Penalty: 687.872498
	Iteration 32F: 3 clusters Score -60603.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 361395 members 
Mstep: Class 8 contains 3942 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25636 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 229003 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43647 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496502.000000 Penalty: 11667.719727
Iteration 119Q: 20 clusters Score -2.14965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 361391 members 
Mstep: Class 8 contains 3945 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22988 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25643 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228998 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43646 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496492.000000 Penalty: 11667.719727
Iteration 120F: 20 clusters Score -2.149649e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1665 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 361387 members 
Mstep: Class 8 contains 3948 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22987 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25651 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228993 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43645 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496488.000000 Penalty: 11667.719727
Iteration 121Q: 20 clusters Score -2.149649e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 361381 members 
Mstep: Class 8 contains 3953 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25658 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228987 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43645 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496500.000000 Penalty: 11667.719727
Iteration 122Q: 20 clusters Score -2.14965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15881 members 
Mstep: Class 7 contains 361373 members 
Mstep: Class 8 contains 3960 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25663 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228982 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43645 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496490.000000 Penalty: 11667.719727
Iteration 123Q: 20 clusters Score -2.149649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15881 members 
Mstep: Class 7 contains 361369 members 
Mstep: Class 8 contains 3964 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25668 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228977 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43645 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496492.000000 Penalty: 11667.719727
Iteration 124Q: 20 clusters Score -2.149649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15881 members 
Mstep: Class 7 contains 361365 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 2522 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25672 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228972 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43645 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496496.000000 Penalty: 11667.719727
Iteration 125Q: 20 clusters Score -2.14965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15881 members 
Mstep: Class 7 contains 361364 members 
Mstep: Class 8 contains 3970 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25674 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228970 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43644 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496492.000000 Penalty: 11667.719727
Iteration 126Q: 20 clusters Score -2.149649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15880 members 
Mstep: Class 7 contains 361362 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25679 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228968 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43643 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496484.000000 Penalty: 11667.719727
Iteration 127Q: 20 clusters Score -2.149648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15878 members 
Mstep: Class 7 contains 361360 members 
Mstep: Class 8 contains 3972 members 
Mstep: Class 9 contains 2523 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22986 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25686 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228966 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43641 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496458.000000 Penalty: 11667.719727
Iteration 128Q: 20 clusters Score -2.149646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15877 members 
Mstep: Class 7 contains 361359 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25689 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228965 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43639 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496454.000000 Penalty: 11667.719727
Iteration 129Q: 20 clusters Score -2.149645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15876 members 
Mstep: Class 7 contains 361357 members 
Mstep: Class 8 contains 3975 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25691 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228967 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43637 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496460.000000 Penalty: 11667.719727
Iteration 130Q: 20 clusters Score -2.149646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15875 members 
Mstep: Class 7 contains 361352 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25693 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228971 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43634 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496454.000000 Penalty: 11667.719727
Iteration 131Q: 20 clusters Score -2.149645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15873 members 
Mstep: Class 7 contains 361348 members 
Mstep: Class 8 contains 3980 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25693 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228977 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43631 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496458.000000 Penalty: 11667.719727
Iteration 132Q: 20 clusters Score -2.149646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361345 members 
Mstep: Class 8 contains 3979 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25693 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228984 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43626 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496458.000000 Penalty: 11667.719727
Iteration 133Q: 20 clusters Score -2.149646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361344 members 
Mstep: Class 8 contains 3978 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25693 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 228990 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43620 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496462.000000 Penalty: 11667.719727
Iteration 134Q: 20 clusters Score -2.149646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361343 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2991 members 
Mstep: Class 18 contains 228994 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43616 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496480.000000 Penalty: 11667.719727
Iteration 135Q: 20 clusters Score -2.149648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361344 members 
Mstep: Class 8 contains 3976 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2990 members 
Mstep: Class 18 contains 228996 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43614 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496470.000000 Penalty: 11667.719727
Iteration 136Q: 20 clusters Score -2.149647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361346 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 228997 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43613 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496466.000000 Penalty: 11667.719727
Iteration 137Q: 20 clusters Score -2.149647e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361346 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 228996 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43612 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496464.000000 Penalty: 11667.719727
Iteration 138Q: 20 clusters Score -2.149646e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361346 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 228996 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43611 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496466.000000 Penalty: 11667.719727
Iteration 139Q: 20 clusters Score -2.149647e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361346 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 2524 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 228996 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43611 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496466.000000 Penalty: 11667.719727
Iteration 140F: 20 clusters Score -2.149647e+07 nChanged 0
Entering ConstructFrom: 
Score: -21496466.000000 Penalty: 11667.719727
Entering ConstructFrom: 
Trying to split cluster 1 (1770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Entering Unmasked Estep 
Score: -58845.785156 Penalty: 340.282440
	Iteration 0F: 2 clusters Score -58845.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -57570.531250 Penalty: 680.564880
	Iteration 0F: 3 clusters Score -57570.53 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -57992.652344 Penalty: 680.564880
	Iteration 1F: 3 clusters Score -57992.65 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -58068.214844 Penalty: 680.564880
	Iteration 2F: 3 clusters Score -58068.21 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -58141.191406 Penalty: 680.564880
	Iteration 3F: 3 clusters Score -58141.19 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -58205.867188 Penalty: 680.564880
	Iteration 4F: 3 clusters Score -58205.87 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -58260.914062 Penalty: 680.564880
	Iteration 5Q: 3 clusters Score -58260.91 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -58299.878906 Penalty: 680.564880
	Iteration 6Q: 3 clusters Score -58299.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -58334.429688 Penalty: 680.564880
	Iteration 7Q: 3 clusters Score -58334.43 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -58371.007812 Penalty: 680.564880
	Iteration 8Q: 3 clusters Score -58371.01 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -58403.953125 Penalty: 680.564880
	Iteration 9Q: 3 clusters Score -58403.95 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -58424.128906 Penalty: 680.564880
	Iteration 10Q: 3 clusters Score -58424.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -58435.589844 Penalty: 680.564880
	Iteration 11Q: 3 clusters Score -58435.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -58453.664062 Penalty: 680.564880
	Iteration 12Q: 3 clusters Score -58453.66 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -58476.687500 Penalty: 680.564880
	Iteration 13Q: 3 clusters Score -58476.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -58487.343750 Penalty: 680.564880
	Iteration 14Q: 3 clusters Score -58487.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -58494.953125 Penalty: 680.564880
	Iteration 15Q: 3 clusters Score -58494.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -58498.660156 Penalty: 680.564880
	Iteration 16Q: 3 clusters Score -58498.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -58501.695312 Penalty: 680.564880
	Iteration 17Q: 3 clusters Score -58501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -58502.824219 Penalty: 680.564880
	Iteration 18Q: 3 clusters Score -58502.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -58504.289062 Penalty: 680.564880
	Iteration 19Q: 3 clusters Score -58504.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -58506.515625 Penalty: 680.564880
	Iteration 20F: 3 clusters Score -58506.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -58507.355469 Penalty: 680.564880
	Iteration 21Q: 3 clusters Score -58507.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -58507.800781 Penalty: 680.564880
	Iteration 22Q: 3 clusters Score -58507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -58508.136719 Penalty: 680.564880
	Iteration 23Q: 3 clusters Score -58508.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -58508.472656 Penalty: 680.564880
	Iteration 24Q: 3 clusters Score -58508.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -58509.265625 Penalty: 680.564880
	Iteration 25Q: 3 clusters Score -58509.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -58510.191406 Penalty: 680.564880
	Iteration 26Q: 3 clusters Score -58510.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -58510.515625 Penalty: 680.564880
	Iteration 27Q: 3 clusters Score -58510.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -58510.945312 Penalty: 680.564880
	Iteration 28Q: 3 clusters Score -58510.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -58510.945312 Penalty: 680.564880
	Iteration 29F: 3 clusters Score -58510.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Entering Unmasked Estep 
Score: -55542.371094 Penalty: 337.527222
	Iteration 0F: 2 clusters Score -55542.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -54294.226562 Penalty: 675.054443
	Iteration 0F: 3 clusters Score -54294.23 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -54739.601562 Penalty: 675.054443
	Iteration 1F: 3 clusters Score -54739.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -54787.394531 Penalty: 675.054443
	Iteration 2F: 3 clusters Score -54787.39 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -54814.707031 Penalty: 675.054443
	Iteration 3Q: 3 clusters Score -54814.71 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -54843.847656 Penalty: 675.054443
	Iteration 4Q: 3 clusters Score -54843.85 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -54880.960938 Penalty: 675.054443
	Iteration 5Q: 3 clusters Score -54880.96 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -54923.136719 Penalty: 675.054443
	Iteration 6Q: 3 clusters Score -54923.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -54957.039062 Penalty: 675.054443
	Iteration 7Q: 3 clusters Score -54957.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -55001.347656 Penalty: 675.054443
	Iteration 8Q: 3 clusters Score -55001.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -55042.222656 Penalty: 675.054443
	Iteration 9Q: 3 clusters Score -55042.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -55083.132812 Penalty: 675.054443
	Iteration 10Q: 3 clusters Score -55083.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -55106.082031 Penalty: 675.054443
	Iteration 11Q: 3 clusters Score -55106.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -55120.718750 Penalty: 675.054443
	Iteration 12Q: 3 clusters Score -55120.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -55127.992188 Penalty: 675.054443
	Iteration 13Q: 3 clusters Score -55127.99 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -55133.070312 Penalty: 675.054443
	Iteration 14Q: 3 clusters Score -55133.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -55137.750000 Penalty: 675.054443
	Iteration 15Q: 3 clusters Score -55137.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -55142.046875 Penalty: 675.054443
	Iteration 16Q: 3 clusters Score -55142.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55144.265625 Penalty: 675.054443
	Iteration 17Q: 3 clusters Score -55144.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55145.972656 Penalty: 675.054443
	Iteration 18Q: 3 clusters Score -55145.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55146.675781 Penalty: 675.054443
	Iteration 19Q: 3 clusters Score -55146.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55147.453125 Penalty: 675.054443
	Iteration 20F: 3 clusters Score -55147.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55147.914062 Penalty: 675.054443
	Iteration 21Q: 3 clusters Score -55147.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -55147.914062 Penalty: 675.054443
	Iteration 22F: 3 clusters Score -55147.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Entering Unmasked Estep 
Score: -147770.031250 Penalty: 381.808838
	Iteration 0F: 2 clusters Score -147770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -144748.781250 Penalty: 763.617676
	Iteration 0F: 3 clusters Score -144748.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -145809.781250 Penalty: 763.617676
	Iteration 1F: 3 clusters Score -145809.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -145900.406250 Penalty: 763.617676
	Iteration 2F: 3 clusters Score -145900.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -145982.171875 Penalty: 763.617676
	Iteration 3F: 3 clusters Score -145982.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -146073.156250 Penalty: 763.617676
	Iteration 4Q: 3 clusters Score -146073.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -146197.406250 Penalty: 763.617676
	Iteration 5F: 3 clusters Score -146197.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -146347.515625 Penalty: 763.617676
	Iteration 6F: 3 clusters Score -146347.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -146530.859375 Penalty: 763.617676
	Iteration 7F: 3 clusters Score -146530.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -146756.109375 Penalty: 763.617676
	Iteration 8F: 3 clusters Score -146756.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -146943.875000 Penalty: 763.617676
	Iteration 9F: 3 clusters Score -146943.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -147062.656250 Penalty: 763.617676
	Iteration 10Q: 3 clusters Score -147062.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -147121.453125 Penalty: 763.617676
	Iteration 11Q: 3 clusters Score -147121.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -147158.703125 Penalty: 763.617676
	Iteration 12Q: 3 clusters Score -147158.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -147191.093750 Penalty: 763.617676
	Iteration 13Q: 3 clusters Score -147191.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -147218.468750 Penalty: 763.617676
	Iteration 14Q: 3 clusters Score -147218.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -147240.187500 Penalty: 763.617676
	Iteration 15Q: 3 clusters Score -147240.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -147259.843750 Penalty: 763.617676
	Iteration 16Q: 3 clusters Score -147259.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -147275.406250 Penalty: 763.617676
	Iteration 17Q: 3 clusters Score -147275.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -147286.765625 Penalty: 763.617676
	Iteration 18Q: 3 clusters Score -147286.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -147296.234375 Penalty: 763.617676
	Iteration 19Q: 3 clusters Score -147296.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -147307.703125 Penalty: 763.617676
	Iteration 20F: 3 clusters Score -147307.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -147321.500000 Penalty: 763.617676
	Iteration 21Q: 3 clusters Score -147321.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147340.031250 Penalty: 763.617676
	Iteration 22Q: 3 clusters Score -147340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -147351.296875 Penalty: 763.617676
	Iteration 23Q: 3 clusters Score -147351.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -147359.812500 Penalty: 763.617676
	Iteration 24Q: 3 clusters Score -147359.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -147369.890625 Penalty: 763.617676
	Iteration 25Q: 3 clusters Score -147369.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -147379.531250 Penalty: 763.617676
	Iteration 26Q: 3 clusters Score -147379.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -147386.437500 Penalty: 763.617676
	Iteration 27Q: 3 clusters Score -147386.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -147393.156250 Penalty: 763.617676
	Iteration 28Q: 3 clusters Score -147393.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -147403.875000 Penalty: 763.617676
	Iteration 29Q: 3 clusters Score -147403.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -147410.281250 Penalty: 763.617676
	Iteration 30Q: 3 clusters Score -147410.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -147413.921875 Penalty: 763.617676
	Iteration 31Q: 3 clusters Score -147413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -147415.281250 Penalty: 763.617676
	Iteration 32Q: 3 clusters Score -147415.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -147416.890625 Penalty: 763.617676
	Iteration 33Q: 3 clusters Score -147416.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147418.015625 Penalty: 763.617676
	Iteration 34Q: 3 clusters Score -147418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147418.734375 Penalty: 763.617676
	Iteration 35Q: 3 clusters Score -147418.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -147419.312500 Penalty: 763.617676
	Iteration 36Q: 3 clusters Score -147419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -147419.484375 Penalty: 763.617676
	Iteration 37Q: 3 clusters Score -147419.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147419.859375 Penalty: 763.617676
	Iteration 38Q: 3 clusters Score -147419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -147419.843750 Penalty: 763.617676
	Iteration 39Q: 3 clusters Score -147419.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -147420.171875 Penalty: 763.617676
	Iteration 40F: 3 clusters Score -147420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -147421.406250 Penalty: 763.617676
	Iteration 41Q: 3 clusters Score -147421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147422.125000 Penalty: 763.617676
	Iteration 42Q: 3 clusters Score -147422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147422.375000 Penalty: 763.617676
	Iteration 43Q: 3 clusters Score -147422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147422.500000 Penalty: 763.617676
	Iteration 44Q: 3 clusters Score -147422.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -147422.500000 Penalty: 763.617676
	Iteration 45F: 3 clusters Score -147422.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Entering Unmasked Estep 
Score: -71420.851562 Penalty: 350.753113
	Iteration 0F: 2 clusters Score -71420.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -69816.007812 Penalty: 701.506226
	Iteration 0F: 3 clusters Score -69816.01 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -70369.640625 Penalty: 701.506226
	Iteration 1F: 3 clusters Score -70369.64 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -70478.445312 Penalty: 701.506226
	Iteration 2F: 3 clusters Score -70478.45 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -70580.265625 Penalty: 701.506226
	Iteration 3F: 3 clusters Score -70580.27 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -70704.710938 Penalty: 701.506226
	Iteration 4F: 3 clusters Score -70704.71 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -70839.460938 Penalty: 701.506226
	Iteration 5F: 3 clusters Score -70839.46 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -70955.414062 Penalty: 701.506226
	Iteration 6F: 3 clusters Score -70955.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -71019.726562 Penalty: 701.506226
	Iteration 7Q: 3 clusters Score -71019.73 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -71060.335938 Penalty: 701.506226
	Iteration 8Q: 3 clusters Score -71060.34 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -71088.929688 Penalty: 701.506226
	Iteration 9Q: 3 clusters Score -71088.93 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -71109.140625 Penalty: 701.506226
	Iteration 10Q: 3 clusters Score -71109.14 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -71125.312500 Penalty: 701.506226
	Iteration 11Q: 3 clusters Score -71125.31 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -71141.390625 Penalty: 701.506226
	Iteration 12Q: 3 clusters Score -71141.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -71159.281250 Penalty: 701.506226
	Iteration 13Q: 3 clusters Score -71159.28 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -71181.937500 Penalty: 701.506226
	Iteration 14Q: 3 clusters Score -71181.94 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -71202.273438 Penalty: 701.506226
	Iteration 15Q: 3 clusters Score -71202.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -71227.257812 Penalty: 701.506226
	Iteration 16Q: 3 clusters Score -71227.26 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -71251.171875 Penalty: 701.506226
	Iteration 17Q: 3 clusters Score -71251.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -71261.429688 Penalty: 701.506226
	Iteration 18Q: 3 clusters Score -71261.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -71266.906250 Penalty: 701.506226
	Iteration 19Q: 3 clusters Score -71266.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -71269.703125 Penalty: 701.506226
	Iteration 20F: 3 clusters Score -71269.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71271.843750 Penalty: 701.506226
	Iteration 21Q: 3 clusters Score -71271.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71272.101562 Penalty: 701.506226
	Iteration 22Q: 3 clusters Score -71272.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -71272.101562 Penalty: 701.506226
	Iteration 23F: 3 clusters Score -71272.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Entering Unmasked Estep 
Score: -43674.917969 Penalty: 336.894714
	Iteration 0F: 2 clusters Score -43674.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -42515.085938 Penalty: 673.789429
	Iteration 0F: 3 clusters Score -42515.09 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -42911.140625 Penalty: 673.789429
	Iteration 1F: 3 clusters Score -42911.14 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -42989.316406 Penalty: 673.789429
	Iteration 2F: 3 clusters Score -42989.32 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -43047.031250 Penalty: 673.789429
	Iteration 3F: 3 clusters Score -43047.03 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -43095.320312 Penalty: 673.789429
	Iteration 4Q: 3 clusters Score -43095.32 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -43138.500000 Penalty: 673.789429
	Iteration 5Q: 3 clusters Score -43138.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -43172.714844 Penalty: 673.789429
	Iteration 6Q: 3 clusters Score -43172.71 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43199.593750 Penalty: 673.789429
	Iteration 7Q: 3 clusters Score -43199.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43229.101562 Penalty: 673.789429
	Iteration 8Q: 3 clusters Score -43229.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -43253.992188 Penalty: 673.789429
	Iteration 9Q: 3 clusters Score -43253.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -43283.230469 Penalty: 673.789429
	Iteration 10Q: 3 clusters Score -43283.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43309.824219 Penalty: 673.789429
	Iteration 11Q: 3 clusters Score -43309.82 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -43341.507812 Penalty: 673.789429
	Iteration 12Q: 3 clusters Score -43341.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -43362.804688 Penalty: 673.789429
	Iteration 13Q: 3 clusters Score -43362.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -43384.441406 Penalty: 673.789429
	Iteration 14Q: 3 clusters Score -43384.44 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -43407.621094 Penalty: 673.789429
	Iteration 15Q: 3 clusters Score -43407.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -43424.160156 Penalty: 673.789429
	Iteration 16Q: 3 clusters Score -43424.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43429.750000 Penalty: 673.789429
	Iteration 17Q: 3 clusters Score -43429.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -43436.433594 Penalty: 673.789429
	Iteration 18Q: 3 clusters Score -43436.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -43446.117188 Penalty: 673.789429
	Iteration 19Q: 3 clusters Score -43446.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43455.167969 Penalty: 673.789429
	Iteration 20F: 3 clusters Score -43455.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -43459.988281 Penalty: 673.789429
	Iteration 21Q: 3 clusters Score -43459.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -43465.429688 Penalty: 673.789429
	Iteration 22Q: 3 clusters Score -43465.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -43467.621094 Penalty: 673.789429
	Iteration 23Q: 3 clusters Score -43467.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -43469.113281 Penalty: 673.789429
	Iteration 24Q: 3 clusters Score -43469.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -43470.437500 Penalty: 673.789429
	Iteration 25Q: 3 clusters Score -43470.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -43470.742188 Penalty: 673.789429
	Iteration 26Q: 3 clusters Score -43470.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43470.906250 Penalty: 673.789429
	Iteration 27Q: 3 clusters Score -43470.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -43470.906250 Penalty: 673.789429
	Iteration 28F: 3 clusters Score -43470.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -508422.062500 Penalty: 440.090179
	Iteration 0F: 2 clusters Score -508422.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -497780.531250 Penalty: 880.180359
	Iteration 0F: 3 clusters Score -497780.5 nChanged 7503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -502154.625000 Penalty: 880.180359
	Iteration 1F: 3 clusters Score -502154.6 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -502633.375000 Penalty: 880.180359
	Iteration 2F: 3 clusters Score -502633.4 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -503409.562500 Penalty: 880.180359
	Iteration 3F: 3 clusters Score -503409.6 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -504470.093750 Penalty: 880.180359
	Iteration 4F: 3 clusters Score -504470.1 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -505644.156250 Penalty: 880.180359
	Iteration 5F: 3 clusters Score -505644.2 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -506686.406250 Penalty: 880.180359
	Iteration 6F: 3 clusters Score -506686.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -507407.750000 Penalty: 880.180359
	Iteration 7Q: 3 clusters Score -507407.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -507809.812500 Penalty: 880.180359
	Iteration 8Q: 3 clusters Score -507809.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -507993.875000 Penalty: 880.180359
	Iteration 9Q: 3 clusters Score -507993.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -508068.437500 Penalty: 880.180359
	Iteration 10Q: 3 clusters Score -508068.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -508102.531250 Penalty: 880.180359
	Iteration 11Q: 3 clusters Score -508102.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -508128.625000 Penalty: 880.180359
	Iteration 12Q: 3 clusters Score -508128.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -508143.281250 Penalty: 880.180359
	Iteration 13Q: 3 clusters Score -508143.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -508153.562500 Penalty: 880.180359
	Iteration 14Q: 3 clusters Score -508153.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -508159.062500 Penalty: 880.180359
	Iteration 15Q: 3 clusters Score -508159.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -508161.375000 Penalty: 880.180359
	Iteration 16Q: 3 clusters Score -508161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -508162.000000 Penalty: 880.180359
	Iteration 17Q: 3 clusters Score -508162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -508163.000000 Penalty: 880.180359
	Iteration 18Q: 3 clusters Score -508163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -508162.906250 Penalty: 880.180359
	Iteration 19Q: 3 clusters Score -508162.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -508163.718750 Penalty: 880.180359
	Iteration 20F: 3 clusters Score -508163.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -508163.656250 Penalty: 880.180359
	Iteration 21Q: 3 clusters Score -508163.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -508164.187500 Penalty: 880.180359
	Iteration 22Q: 3 clusters Score -508164.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -508163.812500 Penalty: 880.180359
	Iteration 23Q: 3 clusters Score -508163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -508163.812500 Penalty: 880.180359
	Iteration 24F: 3 clusters Score -508163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (361346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361346 members 
Entering Unmasked Estep 
Score: -11417048.000000 Penalty: 582.290405
	Iteration 0F: 2 clusters Score -1.141705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180665 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -11170676.000000 Penalty: 1164.580811
	Iteration 0F: 3 clusters Score -1.117068e+07 nChanged 178483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179316 members 
Mstep: Class 2 contains 182030 members 
Entering Unmasked Estep 
Score: -11280350.000000 Penalty: 1164.580811
	Iteration 1F: 3 clusters Score -1.128035e+07 nChanged 13681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179005 members 
Mstep: Class 2 contains 182341 members 
Entering Unmasked Estep 
Score: -11286145.000000 Penalty: 1164.580811
	Iteration 2Q: 3 clusters Score -1.128614e+07 nChanged 17372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178369 members 
Mstep: Class 2 contains 182977 members 
Entering Unmasked Estep 
Score: -11296132.000000 Penalty: 1164.580811
	Iteration 3Q: 3 clusters Score -1.129613e+07 nChanged 21730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177143 members 
Mstep: Class 2 contains 184203 members 
Entering Unmasked Estep 
Score: -11312050.000000 Penalty: 1164.580811
	Iteration 4F: 3 clusters Score -1.131205e+07 nChanged 25565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175386 members 
Mstep: Class 2 contains 185960 members 
Entering Unmasked Estep 
Score: -11333836.000000 Penalty: 1164.580811
	Iteration 5F: 3 clusters Score -1.133384e+07 nChanged 24193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173469 members 
Mstep: Class 2 contains 187877 members 
Entering Unmasked Estep 
Score: -11350058.000000 Penalty: 1164.580811
	Iteration 6F: 3 clusters Score -1.135006e+07 nChanged 16143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -11355523.000000 Penalty: 1164.580811
	Iteration 7Q: 3 clusters Score -1.135552e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169869 members 
Mstep: Class 2 contains 191477 members 
Entering Unmasked Estep 
Score: -11356958.000000 Penalty: 1164.580811
	Iteration 8Q: 3 clusters Score -1.135696e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167984 members 
Mstep: Class 2 contains 193362 members 
Entering Unmasked Estep 
Score: -11357563.000000 Penalty: 1164.580811
	Iteration 9Q: 3 clusters Score -1.135756e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165815 members 
Mstep: Class 2 contains 195531 members 
Entering Unmasked Estep 
Score: -11358266.000000 Penalty: 1164.580811
	Iteration 10Q: 3 clusters Score -1.135827e+07 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163455 members 
Mstep: Class 2 contains 197891 members 
Entering Unmasked Estep 
Score: -11358841.000000 Penalty: 1164.580811
	Iteration 11Q: 3 clusters Score -1.135884e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160957 members 
Mstep: Class 2 contains 200389 members 
Entering Unmasked Estep 
Score: -11359522.000000 Penalty: 1164.580811
	Iteration 12Q: 3 clusters Score -1.135952e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158243 members 
Mstep: Class 2 contains 203103 members 
Entering Unmasked Estep 
Score: -11360137.000000 Penalty: 1164.580811
	Iteration 13Q: 3 clusters Score -1.136014e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 206071 members 
Entering Unmasked Estep 
Score: -11360882.000000 Penalty: 1164.580811
	Iteration 14Q: 3 clusters Score -1.136088e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152048 members 
Mstep: Class 2 contains 209298 members 
Entering Unmasked Estep 
Score: -11361649.000000 Penalty: 1164.580811
	Iteration 15Q: 3 clusters Score -1.136165e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148475 members 
Mstep: Class 2 contains 212871 members 
Entering Unmasked Estep 
Score: -11362506.000000 Penalty: 1164.580811
	Iteration 16Q: 3 clusters Score -1.136251e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144587 members 
Mstep: Class 2 contains 216759 members 
Entering Unmasked Estep 
Score: -11363481.000000 Penalty: 1164.580811
	Iteration 17Q: 3 clusters Score -1.136348e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140391 members 
Mstep: Class 2 contains 220955 members 
Entering Unmasked Estep 
Score: -11364470.000000 Penalty: 1164.580811
	Iteration 18Q: 3 clusters Score -1.136447e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 225450 members 
Entering Unmasked Estep 
Score: -11365735.000000 Penalty: 1164.580811
	Iteration 19Q: 3 clusters Score -1.136574e+07 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131125 members 
Mstep: Class 2 contains 230221 members 
Entering Unmasked Estep 
Score: -11366958.000000 Penalty: 1164.580811
	Iteration 20F: 3 clusters Score -1.136696e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125948 members 
Mstep: Class 2 contains 235398 members 
Entering Unmasked Estep 
Score: -11368356.000000 Penalty: 1164.580811
	Iteration 21Q: 3 clusters Score -1.136836e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120445 members 
Mstep: Class 2 contains 240901 members 
Entering Unmasked Estep 
Score: -11370051.000000 Penalty: 1164.580811
	Iteration 22Q: 3 clusters Score -1.137005e+07 nChanged 5939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 246710 members 
Entering Unmasked Estep 
Score: -11371892.000000 Penalty: 1164.580811
	Iteration 23Q: 3 clusters Score -1.137189e+07 nChanged 6364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108386 members 
Mstep: Class 2 contains 252960 members 
Entering Unmasked Estep 
Score: -11374077.000000 Penalty: 1164.580811
	Iteration 24Q: 3 clusters Score -1.137408e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 259425 members 
Entering Unmasked Estep 
Score: -11376341.000000 Penalty: 1164.580811
	Iteration 25Q: 3 clusters Score -1.137634e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95171 members 
Mstep: Class 2 contains 266175 members 
Entering Unmasked Estep 
Score: -11379034.000000 Penalty: 1164.580811
	Iteration 26Q: 3 clusters Score -1.137903e+07 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88325 members 
Mstep: Class 2 contains 273021 members 
Entering Unmasked Estep 
Score: -11381650.000000 Penalty: 1164.580811
	Iteration 27Q: 3 clusters Score -1.138165e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81419 members 
Mstep: Class 2 contains 279927 members 
Entering Unmasked Estep 
Score: -11384520.000000 Penalty: 1164.580811
	Iteration 28Q: 3 clusters Score -1.138452e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74423 members 
Mstep: Class 2 contains 286923 members 
Entering Unmasked Estep 
Score: -11387660.000000 Penalty: 1164.580811
	Iteration 29Q: 3 clusters Score -1.138766e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 293748 members 
Entering Unmasked Estep 
Score: -11390520.000000 Penalty: 1164.580811
	Iteration 30Q: 3 clusters Score -1.139052e+07 nChanged 6445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61155 members 
Mstep: Class 2 contains 300191 members 
Entering Unmasked Estep 
Score: -11393311.000000 Penalty: 1164.580811
	Iteration 31Q: 3 clusters Score -1.139331e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 306284 members 
Entering Unmasked Estep 
Score: -11395892.000000 Penalty: 1164.580811
	Iteration 32Q: 3 clusters Score -1.139589e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 311889 members 
Entering Unmasked Estep 
Score: -11398168.000000 Penalty: 1164.580811
	Iteration 33Q: 3 clusters Score -1.139817e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 317038 members 
Entering Unmasked Estep 
Score: -11400437.000000 Penalty: 1164.580811
	Iteration 34Q: 3 clusters Score -1.140044e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 321634 members 
Entering Unmasked Estep 
Score: -11402394.000000 Penalty: 1164.580811
	Iteration 35Q: 3 clusters Score -1.140239e+07 nChanged 4044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 325678 members 
Entering Unmasked Estep 
Score: -11403778.000000 Penalty: 1164.580811
	Iteration 36Q: 3 clusters Score -1.140378e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 329344 members 
Entering Unmasked Estep 
Score: -11405188.000000 Penalty: 1164.580811
	Iteration 37Q: 3 clusters Score -1.140519e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 332590 members 
Entering Unmasked Estep 
Score: -11406402.000000 Penalty: 1164.580811
	Iteration 38Q: 3 clusters Score -1.14064e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 335531 members 
Entering Unmasked Estep 
Score: -11407471.000000 Penalty: 1164.580811
	Iteration 39Q: 3 clusters Score -1.140747e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 338122 members 
Entering Unmasked Estep 
Score: -11408747.000000 Penalty: 1164.580811
	Iteration 40F: 3 clusters Score -1.140875e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 340764 members 
Entering Unmasked Estep 
Score: -11410053.000000 Penalty: 1164.580811
	Iteration 41Q: 3 clusters Score -1.141005e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 343108 members 
Entering Unmasked Estep 
Score: -11410995.000000 Penalty: 1164.580811
	Iteration 42Q: 3 clusters Score -1.1411e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 345244 members 
Entering Unmasked Estep 
Score: -11411834.000000 Penalty: 1164.580811
	Iteration 43Q: 3 clusters Score -1.141183e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 347052 members 
Entering Unmasked Estep 
Score: -11412547.000000 Penalty: 1164.580811
	Iteration 44Q: 3 clusters Score -1.141255e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 348666 members 
Entering Unmasked Estep 
Score: -11413281.000000 Penalty: 1164.580811
	Iteration 45Q: 3 clusters Score -1.141328e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 350096 members 
Entering Unmasked Estep 
Score: -11413752.000000 Penalty: 1164.580811
	Iteration 46Q: 3 clusters Score -1.141375e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 351372 members 
Entering Unmasked Estep 
Score: -11414230.000000 Penalty: 1164.580811
	Iteration 47Q: 3 clusters Score -1.141423e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 352480 members 
Entering Unmasked Estep 
Score: -11414461.000000 Penalty: 1164.580811
	Iteration 48Q: 3 clusters Score -1.141446e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 353479 members 
Entering Unmasked Estep 
Score: -11414779.000000 Penalty: 1164.580811
	Iteration 49Q: 3 clusters Score -1.141478e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 354372 members 
Entering Unmasked Estep 
Score: -11414997.000000 Penalty: 1164.580811
	Iteration 50Q: 3 clusters Score -1.1415e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 355123 members 
Entering Unmasked Estep 
Score: -11415206.000000 Penalty: 1164.580811
	Iteration 51Q: 3 clusters Score -1.141521e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 355779 members 
Entering Unmasked Estep 
Score: -11415411.000000 Penalty: 1164.580811
	Iteration 52Q: 3 clusters Score -1.141541e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 356343 members 
Entering Unmasked Estep 
Score: -11415555.000000 Penalty: 1164.580811
	Iteration 53Q: 3 clusters Score -1.141556e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 356860 members 
Entering Unmasked Estep 
Score: -11415703.000000 Penalty: 1164.580811
	Iteration 54Q: 3 clusters Score -1.14157e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 357304 members 
Entering Unmasked Estep 
Score: -11415833.000000 Penalty: 1164.580811
	Iteration 55Q: 3 clusters Score -1.141583e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 357706 members 
Entering Unmasked Estep 
Score: -11415917.000000 Penalty: 1164.580811
	Iteration 56Q: 3 clusters Score -1.141592e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 358056 members 
Entering Unmasked Estep 
Score: -11416023.000000 Penalty: 1164.580811
	Iteration 57Q: 3 clusters Score -1.141602e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 358355 members 
Entering Unmasked Estep 
Score: -11416063.000000 Penalty: 1164.580811
	Iteration 58Q: 3 clusters Score -1.141606e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 358616 members 
Entering Unmasked Estep 
Score: -11416116.000000 Penalty: 1164.580811
	Iteration 59Q: 3 clusters Score -1.141612e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 358836 members 
Entering Unmasked Estep 
Score: -11416174.000000 Penalty: 1164.580811
	Iteration 60F: 3 clusters Score -1.141617e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 358998 members 
Entering Unmasked Estep 
Score: -11416215.000000 Penalty: 1164.580811
	Iteration 61Q: 3 clusters Score -1.141622e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 359149 members 
Entering Unmasked Estep 
Score: -11416269.000000 Penalty: 1164.580811
	Iteration 62Q: 3 clusters Score -1.141627e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 359306 members 
Entering Unmasked Estep 
Score: -11416325.000000 Penalty: 1164.580811
	Iteration 63Q: 3 clusters Score -1.141632e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 359450 members 
Entering Unmasked Estep 
Score: -11416344.000000 Penalty: 1164.580811
	Iteration 64Q: 3 clusters Score -1.141634e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 359585 members 
Entering Unmasked Estep 
Score: -11416366.000000 Penalty: 1164.580811
	Iteration 65Q: 3 clusters Score -1.141637e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 359707 members 
Entering Unmasked Estep 
Score: -11416388.000000 Penalty: 1164.580811
	Iteration 66Q: 3 clusters Score -1.141639e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 359799 members 
Entering Unmasked Estep 
Score: -11416432.000000 Penalty: 1164.580811
	Iteration 67Q: 3 clusters Score -1.141643e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 359875 members 
Entering Unmasked Estep 
Score: -11416436.000000 Penalty: 1164.580811
	Iteration 68Q: 3 clusters Score -1.141644e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 359944 members 
Entering Unmasked Estep 
Score: -11416469.000000 Penalty: 1164.580811
	Iteration 69Q: 3 clusters Score -1.141647e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 360001 members 
Entering Unmasked Estep 
Score: -11416491.000000 Penalty: 1164.580811
	Iteration 70Q: 3 clusters Score -1.141649e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 360056 members 
Entering Unmasked Estep 
Score: -11416498.000000 Penalty: 1164.580811
	Iteration 71Q: 3 clusters Score -1.14165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 360099 members 
Entering Unmasked Estep 
Score: -11416506.000000 Penalty: 1164.580811
	Iteration 72Q: 3 clusters Score -1.141651e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 360136 members 
Entering Unmasked Estep 
Score: -11416508.000000 Penalty: 1164.580811
	Iteration 73Q: 3 clusters Score -1.141651e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 360185 members 
Entering Unmasked Estep 
Score: -11416536.000000 Penalty: 1164.580811
	Iteration 74Q: 3 clusters Score -1.141654e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 360232 members 
Entering Unmasked Estep 
Score: -11416545.000000 Penalty: 1164.580811
	Iteration 75Q: 3 clusters Score -1.141654e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 360273 members 
Entering Unmasked Estep 
Score: -11416569.000000 Penalty: 1164.580811
	Iteration 76Q: 3 clusters Score -1.141657e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 360306 members 
Entering Unmasked Estep 
Score: -11416557.000000 Penalty: 1164.580811
	Iteration 77Q: 3 clusters Score -1.141656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 360337 members 
Entering Unmasked Estep 
Score: -11416565.000000 Penalty: 1164.580811
	Iteration 78Q: 3 clusters Score -1.141656e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 360364 members 
Entering Unmasked Estep 
Score: -11416578.000000 Penalty: 1164.580811
	Iteration 79Q: 3 clusters Score -1.141658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 360405 members 
Entering Unmasked Estep 
Score: -11416590.000000 Penalty: 1164.580811
	Iteration 80F: 3 clusters Score -1.141659e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 360429 members 
Entering Unmasked Estep 
Score: -11416586.000000 Penalty: 1164.580811
	Iteration 81Q: 3 clusters Score -1.141659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 360449 members 
Entering Unmasked Estep 
Score: -11416588.000000 Penalty: 1164.580811
	Iteration 82Q: 3 clusters Score -1.141659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 360468 members 
Entering Unmasked Estep 
Score: -11416592.000000 Penalty: 1164.580811
	Iteration 83Q: 3 clusters Score -1.141659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 360486 members 
Entering Unmasked Estep 
Score: -11416587.000000 Penalty: 1164.580811
	Iteration 84Q: 3 clusters Score -1.141659e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 360504 members 
Entering Unmasked Estep 
Score: -11416577.000000 Penalty: 1164.580811
	Iteration 85Q: 3 clusters Score -1.141658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 360521 members 
Entering Unmasked Estep 
Score: -11416573.000000 Penalty: 1164.580811
	Iteration 86Q: 3 clusters Score -1.141657e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 360535 members 
Entering Unmasked Estep 
Score: -11416585.000000 Penalty: 1164.580811
	Iteration 87Q: 3 clusters Score -1.141658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 360548 members 
Entering Unmasked Estep 
Score: -11416578.000000 Penalty: 1164.580811
	Iteration 88Q: 3 clusters Score -1.141658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 360558 members 
Entering Unmasked Estep 
Score: -11416585.000000 Penalty: 1164.580811
	Iteration 89Q: 3 clusters Score -1.141658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 360566 members 
Entering Unmasked Estep 
Score: -11416586.000000 Penalty: 1164.580811
	Iteration 90Q: 3 clusters Score -1.141659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 360572 members 
Entering Unmasked Estep 
Score: -11416580.000000 Penalty: 1164.580811
	Iteration 91Q: 3 clusters Score -1.141658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 360578 members 
Entering Unmasked Estep 
Score: -11416584.000000 Penalty: 1164.580811
	Iteration 92Q: 3 clusters Score -1.141658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 360582 members 
Entering Unmasked Estep 
Score: -11416591.000000 Penalty: 1164.580811
	Iteration 93Q: 3 clusters Score -1.141659e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 360583 members 
Entering Unmasked Estep 
Score: -11416592.000000 Penalty: 1164.580811
	Iteration 94Q: 3 clusters Score -1.141659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 360585 members 
Entering Unmasked Estep 
Score: -11416597.000000 Penalty: 1164.580811
	Iteration 95Q: 3 clusters Score -1.14166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 360587 members 
Entering Unmasked Estep 
Score: -11416592.000000 Penalty: 1164.580811
	Iteration 96Q: 3 clusters Score -1.141659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 360586 members 
Entering Unmasked Estep 
Score: -11416594.000000 Penalty: 1164.580811
	Iteration 97Q: 3 clusters Score -1.141659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 360588 members 
Entering Unmasked Estep 
Score: -11416593.000000 Penalty: 1164.580811
	Iteration 98Q: 3 clusters Score -1.141659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 360590 members 
Entering Unmasked Estep 
Score: -11416592.000000 Penalty: 1164.580811
	Iteration 99Q: 3 clusters Score -1.141659e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 360590 members 
Entering Unmasked Estep 
Score: -11416592.000000 Penalty: 1164.580811
	Iteration 100F: 3 clusters Score -1.141659e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Entering Unmasked Estep 
Score: -138617.156250 Penalty: 377.082520
	Iteration 0F: 2 clusters Score -138617.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -135881.406250 Penalty: 754.165039
	Iteration 0F: 3 clusters Score -135881.4 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -136891.406250 Penalty: 754.165039
	Iteration 1F: 3 clusters Score -136891.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -136991.843750 Penalty: 754.165039
	Iteration 2F: 3 clusters Score -136991.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -137069.250000 Penalty: 754.165039
	Iteration 3Q: 3 clusters Score -137069.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -137140.828125 Penalty: 754.165039
	Iteration 4Q: 3 clusters Score -137140.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -137204.171875 Penalty: 754.165039
	Iteration 5Q: 3 clusters Score -137204.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -137285.765625 Penalty: 754.165039
	Iteration 6Q: 3 clusters Score -137285.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -137387.828125 Penalty: 754.165039
	Iteration 7Q: 3 clusters Score -137387.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -137510.968750 Penalty: 754.165039
	Iteration 8Q: 3 clusters Score -137511 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -137628.796875 Penalty: 754.165039
	Iteration 9Q: 3 clusters Score -137628.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -137718.171875 Penalty: 754.165039
	Iteration 10Q: 3 clusters Score -137718.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -137770.500000 Penalty: 754.165039
	Iteration 11Q: 3 clusters Score -137770.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -137800.015625 Penalty: 754.165039
	Iteration 12Q: 3 clusters Score -137800 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -137817.453125 Penalty: 754.165039
	Iteration 13Q: 3 clusters Score -137817.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -137833.968750 Penalty: 754.165039
	Iteration 14Q: 3 clusters Score -137834 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -137850.125000 Penalty: 754.165039
	Iteration 15Q: 3 clusters Score -137850.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -137858.296875 Penalty: 754.165039
	Iteration 16Q: 3 clusters Score -137858.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -137864.078125 Penalty: 754.165039
	Iteration 17Q: 3 clusters Score -137864.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -137872.578125 Penalty: 754.165039
	Iteration 18Q: 3 clusters Score -137872.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -137882.562500 Penalty: 754.165039
	Iteration 19Q: 3 clusters Score -137882.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -137893.796875 Penalty: 754.165039
	Iteration 20F: 3 clusters Score -137893.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -137901.828125 Penalty: 754.165039
	Iteration 21Q: 3 clusters Score -137901.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -137911.390625 Penalty: 754.165039
	Iteration 22Q: 3 clusters Score -137911.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -137922.093750 Penalty: 754.165039
	Iteration 23Q: 3 clusters Score -137922.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -137931.265625 Penalty: 754.165039
	Iteration 24Q: 3 clusters Score -137931.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137940.671875 Penalty: 754.165039
	Iteration 25Q: 3 clusters Score -137940.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -137952.000000 Penalty: 754.165039
	Iteration 26Q: 3 clusters Score -137952 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -137967.406250 Penalty: 754.165039
	Iteration 27Q: 3 clusters Score -137967.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -137980.562500 Penalty: 754.165039
	Iteration 28Q: 3 clusters Score -137980.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -137993.500000 Penalty: 754.165039
	Iteration 29Q: 3 clusters Score -137993.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -138006.078125 Penalty: 754.165039
	Iteration 30Q: 3 clusters Score -138006.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -138022.578125 Penalty: 754.165039
	Iteration 31Q: 3 clusters Score -138022.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -138040.875000 Penalty: 754.165039
	Iteration 32Q: 3 clusters Score -138040.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -138057.640625 Penalty: 754.165039
	Iteration 33Q: 3 clusters Score -138057.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -138072.984375 Penalty: 754.165039
	Iteration 34Q: 3 clusters Score -138073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -138084.515625 Penalty: 754.165039
	Iteration 35Q: 3 clusters Score -138084.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -138095.421875 Penalty: 754.165039
	Iteration 36Q: 3 clusters Score -138095.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -138106.828125 Penalty: 754.165039
	Iteration 37Q: 3 clusters Score -138106.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -138115.937500 Penalty: 754.165039
	Iteration 38Q: 3 clusters Score -138115.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -138126.046875 Penalty: 754.165039
	Iteration 39Q: 3 clusters Score -138126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -138135.093750 Penalty: 754.165039
	Iteration 40F: 3 clusters Score -138135.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -138144.062500 Penalty: 754.165039
	Iteration 41Q: 3 clusters Score -138144.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -138152.593750 Penalty: 754.165039
	Iteration 42Q: 3 clusters Score -138152.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -138166.218750 Penalty: 754.165039
	Iteration 43Q: 3 clusters Score -138166.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -138186.937500 Penalty: 754.165039
	Iteration 44Q: 3 clusters Score -138186.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -138196.609375 Penalty: 754.165039
	Iteration 45Q: 3 clusters Score -138196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -138199.406250 Penalty: 754.165039
	Iteration 46Q: 3 clusters Score -138199.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -138203.562500 Penalty: 754.165039
	Iteration 47Q: 3 clusters Score -138203.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -138209.187500 Penalty: 754.165039
	Iteration 48Q: 3 clusters Score -138209.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -138216.640625 Penalty: 754.165039
	Iteration 49Q: 3 clusters Score -138216.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -138223.359375 Penalty: 754.165039
	Iteration 50Q: 3 clusters Score -138223.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -138226.453125 Penalty: 754.165039
	Iteration 51Q: 3 clusters Score -138226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -138228.703125 Penalty: 754.165039
	Iteration 52Q: 3 clusters Score -138228.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -138232.218750 Penalty: 754.165039
	Iteration 53Q: 3 clusters Score -138232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -138234.640625 Penalty: 754.165039
	Iteration 54Q: 3 clusters Score -138234.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -138237.187500 Penalty: 754.165039
	Iteration 55Q: 3 clusters Score -138237.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -138243.734375 Penalty: 754.165039
	Iteration 56Q: 3 clusters Score -138243.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -138247.765625 Penalty: 754.165039
	Iteration 57Q: 3 clusters Score -138247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -138252.734375 Penalty: 754.165039
	Iteration 58Q: 3 clusters Score -138252.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -138255.656250 Penalty: 754.165039
	Iteration 59Q: 3 clusters Score -138255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -138257.296875 Penalty: 754.165039
	Iteration 60F: 3 clusters Score -138257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -138259.671875 Penalty: 754.165039
	Iteration 61Q: 3 clusters Score -138259.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -138261.671875 Penalty: 754.165039
	Iteration 62Q: 3 clusters Score -138261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -138264.156250 Penalty: 754.165039
	Iteration 63Q: 3 clusters Score -138264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -138264.640625 Penalty: 754.165039
	Iteration 64Q: 3 clusters Score -138264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -138264.953125 Penalty: 754.165039
	Iteration 65Q: 3 clusters Score -138265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -138265.593750 Penalty: 754.165039
	Iteration 66Q: 3 clusters Score -138265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -138265.656250 Penalty: 754.165039
	Iteration 67Q: 3 clusters Score -138265.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -138265.656250 Penalty: 754.165039
	Iteration 68F: 3 clusters Score -138265.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -68620.906250 Penalty: 356.428802
	Iteration 0F: 2 clusters Score -68620.91 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 1298 members 
Entering Unmasked Estep 
Score: -66855.500000 Penalty: 712.857605
	Iteration 0F: 3 clusters Score -66855.5 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -67805.320312 Penalty: 712.857605
	Iteration 1F: 3 clusters Score -67805.32 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -68273.460938 Penalty: 712.857605
	Iteration 2F: 3 clusters Score -68273.46 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -68592.578125 Penalty: 712.857605
	Iteration 3F: 3 clusters Score -68592.58 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -68715.875000 Penalty: 712.857605
	Iteration 4F: 3 clusters Score -68715.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -68761.328125 Penalty: 712.857605
	Iteration 5Q: 3 clusters Score -68761.33 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -68777.945312 Penalty: 712.857605
	Iteration 6Q: 3 clusters Score -68777.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -68784.179688 Penalty: 712.857605
	Iteration 7Q: 3 clusters Score -68784.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -68787.601562 Penalty: 712.857605
	Iteration 8Q: 3 clusters Score -68787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -68788.859375 Penalty: 712.857605
	Iteration 9Q: 3 clusters Score -68788.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -68788.906250 Penalty: 712.857605
	Iteration 10Q: 3 clusters Score -68788.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -68788.828125 Penalty: 712.857605
	Iteration 11Q: 3 clusters Score -68788.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -68788.828125 Penalty: 712.857605
	Iteration 12F: 3 clusters Score -68788.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2228 members 
Mstep: Class 5 contains 1643 members 
Mstep: Class 6 contains 15872 members 
Mstep: Class 7 contains 361346 members 
Mstep: Class 8 contains 3974 members 
Mstep: Class 9 contains 398 members 
Mstep: Class 10 contains 2126 members 
Mstep: Class 11 contains 1109 members 
Mstep: Class 13 contains 22985 members 
Mstep: Class 14 contains 764 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 228996 members 
Mstep: Class 19 contains 2224 members 
Mstep: Class 20 contains 43611 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 1918 members 
Entering Unmasked Estep 
Score: -21496346.000000 Penalty: 12281.809570
Splitting cluster 9 changes total score from -21496466.000000 to -21496346.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Entering Unmasked Estep 
Score: -36300.917969 Penalty: 319.010223
	Iteration 0F: 2 clusters Score -36300.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -35425.390625 Penalty: 638.020447
	Iteration 0F: 3 clusters Score -35425.39 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35706.152344 Penalty: 638.020447
	Iteration 1F: 3 clusters Score -35706.15 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -35740.929688 Penalty: 638.020447
	Iteration 2F: 3 clusters Score -35740.93 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -35757.550781 Penalty: 638.020447
	Iteration 3Q: 3 clusters Score -35757.55 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35773.691406 Penalty: 638.020447
	Iteration 4Q: 3 clusters Score -35773.69 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -35791.292969 Penalty: 638.020447
	Iteration 5Q: 3 clusters Score -35791.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -35805.148438 Penalty: 638.020447
	Iteration 6Q: 3 clusters Score -35805.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35816.019531 Penalty: 638.020447
	Iteration 7Q: 3 clusters Score -35816.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35832.472656 Penalty: 638.020447
	Iteration 8Q: 3 clusters Score -35832.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -35852.546875 Penalty: 638.020447
	Iteration 9Q: 3 clusters Score -35852.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -35871.441406 Penalty: 638.020447
	Iteration 10Q: 3 clusters Score -35871.44 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -35882.500000 Penalty: 638.020447
	Iteration 11Q: 3 clusters Score -35882.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -35888.164062 Penalty: 638.020447
	Iteration 12Q: 3 clusters Score -35888.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -35891.453125 Penalty: 638.020447
	Iteration 13Q: 3 clusters Score -35891.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -35894.230469 Penalty: 638.020447
	Iteration 14Q: 3 clusters Score -35894.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -35896.656250 Penalty: 638.020447
	Iteration 15Q: 3 clusters Score -35896.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35896.863281 Penalty: 638.020447
	Iteration 16Q: 3 clusters Score -35896.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -35896.863281 Penalty: 638.020447
	Iteration 17F: 3 clusters Score -35896.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Entering Unmasked Estep 
Score: -739255.937500 Penalty: 456.938141
	Iteration 0F: 2 clusters Score -739255.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -723967.437500 Penalty: 913.876282
	Iteration 0F: 3 clusters Score -723967.4 nChanged 10942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -730804.500000 Penalty: 913.876282
	Iteration 1F: 3 clusters Score -730804.5 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -732015.500000 Penalty: 913.876282
	Iteration 2F: 3 clusters Score -732015.5 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -733971.250000 Penalty: 913.876282
	Iteration 3F: 3 clusters Score -733971.2 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -736124.812500 Penalty: 913.876282
	Iteration 4F: 3 clusters Score -736124.8 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -737324.187500 Penalty: 913.876282
	Iteration 5F: 3 clusters Score -737324.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -737715.937500 Penalty: 913.876282
	Iteration 6Q: 3 clusters Score -737715.9 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -737886.187500 Penalty: 913.876282
	Iteration 7Q: 3 clusters Score -737886.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -738001.812500 Penalty: 913.876282
	Iteration 8Q: 3 clusters Score -738001.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -738083.750000 Penalty: 913.876282
	Iteration 9Q: 3 clusters Score -738083.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -738142.000000 Penalty: 913.876282
	Iteration 10Q: 3 clusters Score -738142 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -738181.437500 Penalty: 913.876282
	Iteration 11Q: 3 clusters Score -738181.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -738208.375000 Penalty: 913.876282
	Iteration 12Q: 3 clusters Score -738208.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -738231.250000 Penalty: 913.876282
	Iteration 13Q: 3 clusters Score -738231.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -738250.937500 Penalty: 913.876282
	Iteration 14Q: 3 clusters Score -738250.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -738268.500000 Penalty: 913.876282
	Iteration 15Q: 3 clusters Score -738268.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -738286.562500 Penalty: 913.876282
	Iteration 16Q: 3 clusters Score -738286.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -738300.250000 Penalty: 913.876282
	Iteration 17Q: 3 clusters Score -738300.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -738314.750000 Penalty: 913.876282
	Iteration 18Q: 3 clusters Score -738314.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -738325.375000 Penalty: 913.876282
	Iteration 19Q: 3 clusters Score -738325.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -738330.187500 Penalty: 913.876282
	Iteration 20F: 3 clusters Score -738330.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -738334.937500 Penalty: 913.876282
	Iteration 21Q: 3 clusters Score -738334.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -738343.250000 Penalty: 913.876282
	Iteration 22Q: 3 clusters Score -738343.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -738345.187500 Penalty: 913.876282
	Iteration 23Q: 3 clusters Score -738345.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -738354.562500 Penalty: 913.876282
	Iteration 24Q: 3 clusters Score -738354.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -738361.562500 Penalty: 913.876282
	Iteration 25Q: 3 clusters Score -738361.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -738371.375000 Penalty: 913.876282
	Iteration 26Q: 3 clusters Score -738371.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -738378.687500 Penalty: 913.876282
	Iteration 27Q: 3 clusters Score -738378.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -738389.187500 Penalty: 913.876282
	Iteration 28Q: 3 clusters Score -738389.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -738398.500000 Penalty: 913.876282
	Iteration 29Q: 3 clusters Score -738398.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -738404.500000 Penalty: 913.876282
	Iteration 30Q: 3 clusters Score -738404.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -738415.625000 Penalty: 913.876282
	Iteration 31Q: 3 clusters Score -738415.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -738426.000000 Penalty: 913.876282
	Iteration 32Q: 3 clusters Score -738426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -738433.125000 Penalty: 913.876282
	Iteration 33Q: 3 clusters Score -738433.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -738438.000000 Penalty: 913.876282
	Iteration 34Q: 3 clusters Score -738438 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -738445.375000 Penalty: 913.876282
	Iteration 35Q: 3 clusters Score -738445.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -738455.812500 Penalty: 913.876282
	Iteration 36Q: 3 clusters Score -738455.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -738460.625000 Penalty: 913.876282
	Iteration 37Q: 3 clusters Score -738460.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -738465.750000 Penalty: 913.876282
	Iteration 38Q: 3 clusters Score -738465.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -738470.250000 Penalty: 913.876282
	Iteration 39Q: 3 clusters Score -738470.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -738473.937500 Penalty: 913.876282
	Iteration 40F: 3 clusters Score -738473.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -738479.875000 Penalty: 913.876282
	Iteration 41Q: 3 clusters Score -738479.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -738480.750000 Penalty: 913.876282
	Iteration 42Q: 3 clusters Score -738480.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -738481.812500 Penalty: 913.876282
	Iteration 43Q: 3 clusters Score -738481.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -738482.000000 Penalty: 913.876282
	Iteration 44Q: 3 clusters Score -738482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -738485.375000 Penalty: 913.876282
	Iteration 45Q: 3 clusters Score -738485.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -738485.750000 Penalty: 913.876282
	Iteration 46Q: 3 clusters Score -738485.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -738488.187500 Penalty: 913.876282
	Iteration 47Q: 3 clusters Score -738488.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -738490.500000 Penalty: 913.876282
	Iteration 48Q: 3 clusters Score -738490.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -738493.750000 Penalty: 913.876282
	Iteration 49Q: 3 clusters Score -738493.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -738496.562500 Penalty: 913.876282
	Iteration 50Q: 3 clusters Score -738496.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -738497.875000 Penalty: 913.876282
	Iteration 51Q: 3 clusters Score -738497.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -738498.937500 Penalty: 913.876282
	Iteration 52Q: 3 clusters Score -738498.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -738499.062500 Penalty: 913.876282
	Iteration 53Q: 3 clusters Score -738499.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -738502.500000 Penalty: 913.876282
	Iteration 54Q: 3 clusters Score -738502.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -738507.312500 Penalty: 913.876282
	Iteration 55Q: 3 clusters Score -738507.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -738510.125000 Penalty: 913.876282
	Iteration 56Q: 3 clusters Score -738510.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -738514.375000 Penalty: 913.876282
	Iteration 57Q: 3 clusters Score -738514.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -738519.687500 Penalty: 913.876282
	Iteration 58Q: 3 clusters Score -738519.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -738524.000000 Penalty: 913.876282
	Iteration 59Q: 3 clusters Score -738524 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -738530.500000 Penalty: 913.876282
	Iteration 60F: 3 clusters Score -738530.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -738531.375000 Penalty: 913.876282
	Iteration 61Q: 3 clusters Score -738531.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -738531.687500 Penalty: 913.876282
	Iteration 62Q: 3 clusters Score -738531.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -738537.312500 Penalty: 913.876282
	Iteration 63Q: 3 clusters Score -738537.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -738538.875000 Penalty: 913.876282
	Iteration 64Q: 3 clusters Score -738538.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -738543.312500 Penalty: 913.876282
	Iteration 65Q: 3 clusters Score -738543.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -738546.250000 Penalty: 913.876282
	Iteration 66Q: 3 clusters Score -738546.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -738549.125000 Penalty: 913.876282
	Iteration 67Q: 3 clusters Score -738549.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -738550.812500 Penalty: 913.876282
	Iteration 68Q: 3 clusters Score -738550.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -738554.562500 Penalty: 913.876282
	Iteration 69Q: 3 clusters Score -738554.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -738556.937500 Penalty: 913.876282
	Iteration 70Q: 3 clusters Score -738556.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -738557.937500 Penalty: 913.876282
	Iteration 71Q: 3 clusters Score -738557.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -738557.500000 Penalty: 913.876282
	Iteration 72Q: 3 clusters Score -738557.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -738561.312500 Penalty: 913.876282
	Iteration 73Q: 3 clusters Score -738561.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -738566.625000 Penalty: 913.876282
	Iteration 74Q: 3 clusters Score -738566.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -738567.187500 Penalty: 913.876282
	Iteration 75Q: 3 clusters Score -738567.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -738567.625000 Penalty: 913.876282
	Iteration 76Q: 3 clusters Score -738567.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -738570.187500 Penalty: 913.876282
	Iteration 77Q: 3 clusters Score -738570.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -738573.937500 Penalty: 913.876282
	Iteration 78Q: 3 clusters Score -738573.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -738577.000000 Penalty: 913.876282
	Iteration 79Q: 3 clusters Score -738577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -738581.437500 Penalty: 913.876282
	Iteration 80F: 3 clusters Score -738581.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -738585.937500 Penalty: 913.876282
	Iteration 81Q: 3 clusters Score -738585.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -738585.062500 Penalty: 913.876282
	Iteration 82Q: 3 clusters Score -738585.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -738587.062500 Penalty: 913.876282
	Iteration 83Q: 3 clusters Score -738587.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -738587.312500 Penalty: 913.876282
	Iteration 84Q: 3 clusters Score -738587.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -738588.125000 Penalty: 913.876282
	Iteration 85Q: 3 clusters Score -738588.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -738590.375000 Penalty: 913.876282
	Iteration 86Q: 3 clusters Score -738590.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -738593.437500 Penalty: 913.876282
	Iteration 87Q: 3 clusters Score -738593.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -738597.187500 Penalty: 913.876282
	Iteration 88Q: 3 clusters Score -738597.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -738600.250000 Penalty: 913.876282
	Iteration 89Q: 3 clusters Score -738600.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -738604.312500 Penalty: 913.876282
	Iteration 90Q: 3 clusters Score -738604.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -738605.562500 Penalty: 913.876282
	Iteration 91Q: 3 clusters Score -738605.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -738611.125000 Penalty: 913.876282
	Iteration 92Q: 3 clusters Score -738611.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -738611.937500 Penalty: 913.876282
	Iteration 93Q: 3 clusters Score -738611.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -738615.750000 Penalty: 913.876282
	Iteration 94Q: 3 clusters Score -738615.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -738614.875000 Penalty: 913.876282
	Iteration 95Q: 3 clusters Score -738614.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -738617.062500 Penalty: 913.876282
	Iteration 96Q: 3 clusters Score -738617.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -738617.687500 Penalty: 913.876282
	Iteration 97Q: 3 clusters Score -738617.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -738622.000000 Penalty: 913.876282
	Iteration 98Q: 3 clusters Score -738622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -738624.937500 Penalty: 913.876282
	Iteration 99Q: 3 clusters Score -738624.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -738627.437500 Penalty: 913.876282
	Iteration 100F: 3 clusters Score -738627.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -738625.625000 Penalty: 913.876282
	Iteration 101Q: 3 clusters Score -738625.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -738627.875000 Penalty: 913.876282
	Iteration 102Q: 3 clusters Score -738627.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -738629.750000 Penalty: 913.876282
	Iteration 103Q: 3 clusters Score -738629.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -738630.812500 Penalty: 913.876282
	Iteration 104Q: 3 clusters Score -738630.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -738630.812500 Penalty: 913.876282
	Iteration 105Q: 3 clusters Score -738630.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -738632.875000 Penalty: 913.876282
	Iteration 106Q: 3 clusters Score -738632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -738634.375000 Penalty: 913.876282
	Iteration 107Q: 3 clusters Score -738634.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -738635.125000 Penalty: 913.876282
	Iteration 108Q: 3 clusters Score -738635.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -738636.750000 Penalty: 913.876282
	Iteration 109Q: 3 clusters Score -738636.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -738637.562500 Penalty: 913.876282
	Iteration 110Q: 3 clusters Score -738637.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -738638.437500 Penalty: 913.876282
	Iteration 111Q: 3 clusters Score -738638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -738638.437500 Penalty: 913.876282
	Iteration 112Q: 3 clusters Score -738638.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -738639.750000 Penalty: 913.876282
	Iteration 113Q: 3 clusters Score -738639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -738641.750000 Penalty: 913.876282
	Iteration 114Q: 3 clusters Score -738641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -738641.312500 Penalty: 913.876282
	Iteration 115Q: 3 clusters Score -738641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -738641.375000 Penalty: 913.876282
	Iteration 116Q: 3 clusters Score -738641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -738641.437500 Penalty: 913.876282
	Iteration 117Q: 3 clusters Score -738641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -738641.437500 Penalty: 913.876282
	Iteration 118F: 3 clusters Score -738641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -26908.484375 Penalty: 302.054840
	Iteration 0F: 2 clusters Score -26908.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26249.232422 Penalty: 604.109680
	Iteration 0F: 3 clusters Score -26249.23 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -26406.019531 Penalty: 604.109680
	Iteration 1F: 3 clusters Score -26406.02 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -26436.357422 Penalty: 604.109680
	Iteration 2F: 3 clusters Score -26436.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -26448.955078 Penalty: 604.109680
	Iteration 3Q: 3 clusters Score -26448.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26455.943359 Penalty: 604.109680
	Iteration 4Q: 3 clusters Score -26455.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26459.599609 Penalty: 604.109680
	Iteration 5Q: 3 clusters Score -26459.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26462.744141 Penalty: 604.109680
	Iteration 6Q: 3 clusters Score -26462.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26465.255859 Penalty: 604.109680
	Iteration 7Q: 3 clusters Score -26465.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26467.093750 Penalty: 604.109680
	Iteration 8Q: 3 clusters Score -26467.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26468.388672 Penalty: 604.109680
	Iteration 9Q: 3 clusters Score -26468.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26470.404297 Penalty: 604.109680
	Iteration 10Q: 3 clusters Score -26470.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26474.457031 Penalty: 604.109680
	Iteration 11Q: 3 clusters Score -26474.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26477.080078 Penalty: 604.109680
	Iteration 12Q: 3 clusters Score -26477.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -26482.603516 Penalty: 604.109680
	Iteration 13Q: 3 clusters Score -26482.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26494.222656 Penalty: 604.109680
	Iteration 14Q: 3 clusters Score -26494.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26504.021484 Penalty: 604.109680
	Iteration 15Q: 3 clusters Score -26504.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26517.603516 Penalty: 604.109680
	Iteration 16Q: 3 clusters Score -26517.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -26533.177734 Penalty: 604.109680
	Iteration 17Q: 3 clusters Score -26533.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26551.208984 Penalty: 604.109680
	Iteration 18Q: 3 clusters Score -26551.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26563.546875 Penalty: 604.109680
	Iteration 19Q: 3 clusters Score -26563.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26579.003906 Penalty: 604.109680
	Iteration 20F: 3 clusters Score -26579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26592.486328 Penalty: 604.109680
	Iteration 21Q: 3 clusters Score -26592.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -26599.082031 Penalty: 604.109680
	Iteration 22Q: 3 clusters Score -26599.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26601.083984 Penalty: 604.109680
	Iteration 23Q: 3 clusters Score -26601.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -26601.824219 Penalty: 604.109680
	Iteration 24Q: 3 clusters Score -26601.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -26603.246094 Penalty: 604.109680
	Iteration 25Q: 3 clusters Score -26603.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -26603.828125 Penalty: 604.109680
	Iteration 26Q: 3 clusters Score -26603.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -26604.507812 Penalty: 604.109680
	Iteration 27Q: 3 clusters Score -26604.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -26605.646484 Penalty: 604.109680
	Iteration 28Q: 3 clusters Score -26605.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -26605.964844 Penalty: 604.109680
	Iteration 29Q: 3 clusters Score -26605.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -26606.605469 Penalty: 604.109680
	Iteration 30Q: 3 clusters Score -26606.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -26608.812500 Penalty: 604.109680
	Iteration 31Q: 3 clusters Score -26608.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26609.054688 Penalty: 604.109680
	Iteration 32Q: 3 clusters Score -26609.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -26609.054688 Penalty: 604.109680
	Iteration 33F: 3 clusters Score -26609.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Entering Unmasked Estep 
Score: -738028.437500 Penalty: 462.007568
	Iteration 0F: 2 clusters Score -738028.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -720893.437500 Penalty: 924.015137
	Iteration 0F: 3 clusters Score -720893.4 nChanged 12321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -728181.812500 Penalty: 924.015137
	Iteration 1F: 3 clusters Score -728181.8 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -728801.250000 Penalty: 924.015137
	Iteration 2Q: 3 clusters Score -728801.2 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -729780.562500 Penalty: 924.015137
	Iteration 3F: 3 clusters Score -729780.6 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -731304.125000 Penalty: 924.015137
	Iteration 4F: 3 clusters Score -731304.1 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -733298.375000 Penalty: 924.015137
	Iteration 5F: 3 clusters Score -733298.4 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -734955.500000 Penalty: 924.015137
	Iteration 6F: 3 clusters Score -734955.5 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -735977.562500 Penalty: 924.015137
	Iteration 7Q: 3 clusters Score -735977.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 23979 members 
Entering Unmasked Estep 
Score: -736546.812500 Penalty: 924.015137
	Iteration 8Q: 3 clusters Score -736546.8 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -736942.625000 Penalty: 924.015137
	Iteration 9Q: 3 clusters Score -736942.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -737194.625000 Penalty: 924.015137
	Iteration 10Q: 3 clusters Score -737194.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -737353.250000 Penalty: 924.015137
	Iteration 11Q: 3 clusters Score -737353.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -737450.000000 Penalty: 924.015137
	Iteration 12Q: 3 clusters Score -737450 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -737511.500000 Penalty: 924.015137
	Iteration 13Q: 3 clusters Score -737511.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -737546.937500 Penalty: 924.015137
	Iteration 14Q: 3 clusters Score -737546.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -737573.687500 Penalty: 924.015137
	Iteration 15Q: 3 clusters Score -737573.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -737587.125000 Penalty: 924.015137
	Iteration 16Q: 3 clusters Score -737587.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -737600.000000 Penalty: 924.015137
	Iteration 17Q: 3 clusters Score -737600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -737612.125000 Penalty: 924.015137
	Iteration 18Q: 3 clusters Score -737612.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -737620.062500 Penalty: 924.015137
	Iteration 19Q: 3 clusters Score -737620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -737628.250000 Penalty: 924.015137
	Iteration 20F: 3 clusters Score -737628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -737636.437500 Penalty: 924.015137
	Iteration 21Q: 3 clusters Score -737636.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -737643.437500 Penalty: 924.015137
	Iteration 22Q: 3 clusters Score -737643.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -737653.437500 Penalty: 924.015137
	Iteration 23Q: 3 clusters Score -737653.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -737661.312500 Penalty: 924.015137
	Iteration 24Q: 3 clusters Score -737661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -737666.312500 Penalty: 924.015137
	Iteration 25Q: 3 clusters Score -737666.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -737676.875000 Penalty: 924.015137
	Iteration 26Q: 3 clusters Score -737676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -737682.000000 Penalty: 924.015137
	Iteration 27Q: 3 clusters Score -737682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -737686.437500 Penalty: 924.015137
	Iteration 28Q: 3 clusters Score -737686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -737688.375000 Penalty: 924.015137
	Iteration 29Q: 3 clusters Score -737688.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -737688.875000 Penalty: 924.015137
	Iteration 30Q: 3 clusters Score -737688.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -737690.500000 Penalty: 924.015137
	Iteration 31Q: 3 clusters Score -737690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -737690.937500 Penalty: 924.015137
	Iteration 32Q: 3 clusters Score -737690.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -737695.000000 Penalty: 924.015137
	Iteration 33Q: 3 clusters Score -737695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -737695.375000 Penalty: 924.015137
	Iteration 34Q: 3 clusters Score -737695.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -737697.187500 Penalty: 924.015137
	Iteration 35Q: 3 clusters Score -737697.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -737698.562500 Penalty: 924.015137
	Iteration 36Q: 3 clusters Score -737698.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -737699.125000 Penalty: 924.015137
	Iteration 37Q: 3 clusters Score -737699.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -737701.187500 Penalty: 924.015137
	Iteration 38Q: 3 clusters Score -737701.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -737703.625000 Penalty: 924.015137
	Iteration 39Q: 3 clusters Score -737703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -737704.062500 Penalty: 924.015137
	Iteration 40F: 3 clusters Score -737704.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -737704.062500 Penalty: 924.015137
	Iteration 41Q: 3 clusters Score -737704.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -737704.062500 Penalty: 924.015137
	Iteration 42F: 3 clusters Score -737704.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Entering Unmasked Estep 
Score: -100207.992188 Penalty: 364.122589
	Iteration 0F: 2 clusters Score -100208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -98148.578125 Penalty: 728.245178
	Iteration 0F: 3 clusters Score -98148.58 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -98797.375000 Penalty: 728.245178
	Iteration 1F: 3 clusters Score -98797.38 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -98868.804688 Penalty: 728.245178
	Iteration 2F: 3 clusters Score -98868.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -98933.921875 Penalty: 728.245178
	Iteration 3F: 3 clusters Score -98933.92 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -98996.625000 Penalty: 728.245178
	Iteration 4Q: 3 clusters Score -98996.62 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -99063.156250 Penalty: 728.245178
	Iteration 5Q: 3 clusters Score -99063.16 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -99127.625000 Penalty: 728.245178
	Iteration 6Q: 3 clusters Score -99127.62 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -99187.328125 Penalty: 728.245178
	Iteration 7Q: 3 clusters Score -99187.33 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -99251.125000 Penalty: 728.245178
	Iteration 8Q: 3 clusters Score -99251.12 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -99317.734375 Penalty: 728.245178
	Iteration 9Q: 3 clusters Score -99317.73 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -99394.921875 Penalty: 728.245178
	Iteration 10Q: 3 clusters Score -99394.92 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -99494.062500 Penalty: 728.245178
	Iteration 11Q: 3 clusters Score -99494.06 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -99599.210938 Penalty: 728.245178
	Iteration 12Q: 3 clusters Score -99599.21 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -99683.851562 Penalty: 728.245178
	Iteration 13Q: 3 clusters Score -99683.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -99736.367188 Penalty: 728.245178
	Iteration 14Q: 3 clusters Score -99736.37 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -99769.421875 Penalty: 728.245178
	Iteration 15Q: 3 clusters Score -99769.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -99795.398438 Penalty: 728.245178
	Iteration 16Q: 3 clusters Score -99795.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -99814.250000 Penalty: 728.245178
	Iteration 17Q: 3 clusters Score -99814.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -99823.398438 Penalty: 728.245178
	Iteration 18Q: 3 clusters Score -99823.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -99828.882812 Penalty: 728.245178
	Iteration 19Q: 3 clusters Score -99828.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -99833.312500 Penalty: 728.245178
	Iteration 20F: 3 clusters Score -99833.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -99837.835938 Penalty: 728.245178
	Iteration 21Q: 3 clusters Score -99837.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -99842.304688 Penalty: 728.245178
	Iteration 22Q: 3 clusters Score -99842.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -99846.578125 Penalty: 728.245178
	Iteration 23Q: 3 clusters Score -99846.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -99850.281250 Penalty: 728.245178
	Iteration 24Q: 3 clusters Score -99850.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -99853.984375 Penalty: 728.245178
	Iteration 25Q: 3 clusters Score -99853.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -99857.203125 Penalty: 728.245178
	Iteration 26Q: 3 clusters Score -99857.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -99859.171875 Penalty: 728.245178
	Iteration 27Q: 3 clusters Score -99859.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -99861.171875 Penalty: 728.245178
	Iteration 28Q: 3 clusters Score -99861.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -99862.617188 Penalty: 728.245178
	Iteration 29Q: 3 clusters Score -99862.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -99863.906250 Penalty: 728.245178
	Iteration 30Q: 3 clusters Score -99863.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -99864.468750 Penalty: 728.245178
	Iteration 31Q: 3 clusters Score -99864.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -99864.890625 Penalty: 728.245178
	Iteration 32Q: 3 clusters Score -99864.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -99865.359375 Penalty: 728.245178
	Iteration 33Q: 3 clusters Score -99865.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -99865.890625 Penalty: 728.245178
	Iteration 34Q: 3 clusters Score -99865.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -99867.187500 Penalty: 728.245178
	Iteration 35Q: 3 clusters Score -99867.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -99869.257812 Penalty: 728.245178
	Iteration 36Q: 3 clusters Score -99869.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -99870.273438 Penalty: 728.245178
	Iteration 37Q: 3 clusters Score -99870.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -99870.726562 Penalty: 728.245178
	Iteration 38Q: 3 clusters Score -99870.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -99871.054688 Penalty: 728.245178
	Iteration 39Q: 3 clusters Score -99871.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -99871.406250 Penalty: 728.245178
	Iteration 40F: 3 clusters Score -99871.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -99871.960938 Penalty: 728.245178
	Iteration 41Q: 3 clusters Score -99871.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -99873.039062 Penalty: 728.245178
	Iteration 42Q: 3 clusters Score -99873.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -99873.593750 Penalty: 728.245178
	Iteration 43Q: 3 clusters Score -99873.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -99874.210938 Penalty: 728.245178
	Iteration 44Q: 3 clusters Score -99874.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -99874.492188 Penalty: 728.245178
	Iteration 45Q: 3 clusters Score -99874.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -99874.656250 Penalty: 728.245178
	Iteration 46Q: 3 clusters Score -99874.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -99875.078125 Penalty: 728.245178
	Iteration 47Q: 3 clusters Score -99875.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -99874.992188 Penalty: 728.245178
	Iteration 48Q: 3 clusters Score -99874.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -99874.992188 Penalty: 728.245178
	Iteration 49F: 3 clusters Score -99874.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (228996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228996 members 
Entering Unmasked Estep 
Score: -6816673.000000 Penalty: 561.536438
	Iteration 0F: 2 clusters Score -6816673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114668 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -6660940.500000 Penalty: 1123.072876
	Iteration 0F: 3 clusters Score -6660940 nChanged 112705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120449 members 
Mstep: Class 2 contains 108547 members 
Entering Unmasked Estep 
Score: -6729655.500000 Penalty: 1123.072876
	Iteration 1F: 3 clusters Score -6729656 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124335 members 
Mstep: Class 2 contains 104661 members 
Entering Unmasked Estep 
Score: -6731724.500000 Penalty: 1123.072876
	Iteration 2Q: 3 clusters Score -6731724 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130578 members 
Mstep: Class 2 contains 98418 members 
Entering Unmasked Estep 
Score: -6734974.500000 Penalty: 1123.072876
	Iteration 3Q: 3 clusters Score -6734974 nChanged 11413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139979 members 
Mstep: Class 2 contains 89017 members 
Entering Unmasked Estep 
Score: -6740425.000000 Penalty: 1123.072876
	Iteration 4Q: 3 clusters Score -6740425 nChanged 14508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153189 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -6749644.500000 Penalty: 1123.072876
	Iteration 5F: 3 clusters Score -6749644 nChanged 17002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -6762687.000000 Penalty: 1123.072876
	Iteration 6F: 3 clusters Score -6762687 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186731 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -6778333.000000 Penalty: 1123.072876
	Iteration 7F: 3 clusters Score -6778333 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201862 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -6792317.500000 Penalty: 1123.072876
	Iteration 8F: 3 clusters Score -6792318 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212988 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -6803015.500000 Penalty: 1123.072876
	Iteration 9Q: 3 clusters Score -6803016 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220120 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -6809574.000000 Penalty: 1123.072876
	Iteration 10Q: 3 clusters Score -6809574 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224167 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -6813154.500000 Penalty: 1123.072876
	Iteration 11Q: 3 clusters Score -6813154 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226159 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -6814945.500000 Penalty: 1123.072876
	Iteration 12Q: 3 clusters Score -6814946 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227070 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6815721.000000 Penalty: 1123.072876
	Iteration 13Q: 3 clusters Score -6815721 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227523 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -6816067.000000 Penalty: 1123.072876
	Iteration 14Q: 3 clusters Score -6816067 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227763 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6816232.000000 Penalty: 1123.072876
	Iteration 15Q: 3 clusters Score -6816232 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227899 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -6816347.500000 Penalty: 1123.072876
	Iteration 16Q: 3 clusters Score -6816348 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227983 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -6816412.500000 Penalty: 1123.072876
	Iteration 17Q: 3 clusters Score -6816412 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228034 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -6816449.000000 Penalty: 1123.072876
	Iteration 18Q: 3 clusters Score -6816449 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228055 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6816482.500000 Penalty: 1123.072876
	Iteration 19Q: 3 clusters Score -6816482 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228075 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6816494.000000 Penalty: 1123.072876
	Iteration 20F: 3 clusters Score -6816494 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228075 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -6816520.500000 Penalty: 1123.072876
	Iteration 21Q: 3 clusters Score -6816520 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228072 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6816521.500000 Penalty: 1123.072876
	Iteration 22Q: 3 clusters Score -6816522 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228072 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -6816542.000000 Penalty: 1123.072876
	Iteration 23Q: 3 clusters Score -6816542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6816550.000000 Penalty: 1123.072876
	Iteration 24Q: 3 clusters Score -6816550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228066 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -6816547.500000 Penalty: 1123.072876
	Iteration 25Q: 3 clusters Score -6816548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228073 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6816555.500000 Penalty: 1123.072876
	Iteration 26Q: 3 clusters Score -6816556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228076 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -6816555.500000 Penalty: 1123.072876
	Iteration 27Q: 3 clusters Score -6816556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228081 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6816562.000000 Penalty: 1123.072876
	Iteration 28Q: 3 clusters Score -6816562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228086 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -6816558.000000 Penalty: 1123.072876
	Iteration 29Q: 3 clusters Score -6816558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228091 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -6816558.000000 Penalty: 1123.072876
	Iteration 30Q: 3 clusters Score -6816558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6816556.000000 Penalty: 1123.072876
	Iteration 31Q: 3 clusters Score -6816556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228105 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -6816562.500000 Penalty: 1123.072876
	Iteration 32Q: 3 clusters Score -6816562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228109 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6816562.500000 Penalty: 1123.072876
	Iteration 33Q: 3 clusters Score -6816562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228107 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -6816566.000000 Penalty: 1123.072876
	Iteration 34Q: 3 clusters Score -6816566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228104 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6816566.000000 Penalty: 1123.072876
	Iteration 35Q: 3 clusters Score -6816566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816569.500000 Penalty: 1123.072876
	Iteration 36Q: 3 clusters Score -6816570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816570.000000 Penalty: 1123.072876
	Iteration 37Q: 3 clusters Score -6816570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816574.000000 Penalty: 1123.072876
	Iteration 38Q: 3 clusters Score -6816574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228104 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6816570.500000 Penalty: 1123.072876
	Iteration 39Q: 3 clusters Score -6816570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816576.500000 Penalty: 1123.072876
	Iteration 40F: 3 clusters Score -6816576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816574.500000 Penalty: 1123.072876
	Iteration 41Q: 3 clusters Score -6816574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816576.000000 Penalty: 1123.072876
	Iteration 42Q: 3 clusters Score -6816576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -6816576.000000 Penalty: 1123.072876
	Iteration 43F: 3 clusters Score -6816576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Entering Unmasked Estep 
Score: -72612.296875 Penalty: 350.671356
	Iteration 0F: 2 clusters Score -72612.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -71044.945312 Penalty: 701.342712
	Iteration 0F: 3 clusters Score -71044.95 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -71633.867188 Penalty: 701.342712
	Iteration 1F: 3 clusters Score -71633.87 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -71739.015625 Penalty: 701.342712
	Iteration 2F: 3 clusters Score -71739.02 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -71837.742188 Penalty: 701.342712
	Iteration 3F: 3 clusters Score -71837.74 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -71932.046875 Penalty: 701.342712
	Iteration 4F: 3 clusters Score -71932.05 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -72033.492188 Penalty: 701.342712
	Iteration 5Q: 3 clusters Score -72033.49 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -72092.476562 Penalty: 701.342712
	Iteration 6Q: 3 clusters Score -72092.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -72152.125000 Penalty: 701.342712
	Iteration 7Q: 3 clusters Score -72152.12 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72196.757812 Penalty: 701.342712
	Iteration 8Q: 3 clusters Score -72196.76 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72220.320312 Penalty: 701.342712
	Iteration 9Q: 3 clusters Score -72220.32 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72236.867188 Penalty: 701.342712
	Iteration 10Q: 3 clusters Score -72236.87 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -72246.460938 Penalty: 701.342712
	Iteration 11Q: 3 clusters Score -72246.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72259.007812 Penalty: 701.342712
	Iteration 12Q: 3 clusters Score -72259.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -72267.585938 Penalty: 701.342712
	Iteration 13Q: 3 clusters Score -72267.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72273.617188 Penalty: 701.342712
	Iteration 14Q: 3 clusters Score -72273.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -72277.890625 Penalty: 701.342712
	Iteration 15Q: 3 clusters Score -72277.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -72282.000000 Penalty: 701.342712
	Iteration 16Q: 3 clusters Score -72282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -72284.421875 Penalty: 701.342712
	Iteration 17Q: 3 clusters Score -72284.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -72286.640625 Penalty: 701.342712
	Iteration 18Q: 3 clusters Score -72286.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -72287.812500 Penalty: 701.342712
	Iteration 19Q: 3 clusters Score -72287.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -72292.210938 Penalty: 701.342712
	Iteration 20F: 3 clusters Score -72292.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -72295.226562 Penalty: 701.342712
	Iteration 21Q: 3 clusters Score -72295.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -72299.382812 Penalty: 701.342712
	Iteration 22Q: 3 clusters Score -72299.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -72305.554688 Penalty: 701.342712
	Iteration 23Q: 3 clusters Score -72305.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -72308.320312 Penalty: 701.342712
	Iteration 24Q: 3 clusters Score -72308.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -72309.507812 Penalty: 701.342712
	Iteration 25Q: 3 clusters Score -72309.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -72309.507812 Penalty: 701.342712
	Iteration 26F: 3 clusters Score -72309.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Entering Unmasked Estep 
Score: -1393673.125000 Penalty: 486.079437
	Iteration 0F: 2 clusters Score -1393673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -1364554.500000 Penalty: 972.158875
	Iteration 0F: 3 clusters Score -1364554 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -1378792.000000 Penalty: 972.158875
	Iteration 1F: 3 clusters Score -1378792 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -1380731.000000 Penalty: 972.158875
	Iteration 2F: 3 clusters Score -1380731 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -1383016.875000 Penalty: 972.158875
	Iteration 3F: 3 clusters Score -1383017 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -1385380.000000 Penalty: 972.158875
	Iteration 4F: 3 clusters Score -1385380 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -1387162.000000 Penalty: 972.158875
	Iteration 5F: 3 clusters Score -1387162 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -1387989.750000 Penalty: 972.158875
	Iteration 6Q: 3 clusters Score -1387990 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -1388272.625000 Penalty: 972.158875
	Iteration 7Q: 3 clusters Score -1388273 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -1388424.500000 Penalty: 972.158875
	Iteration 8Q: 3 clusters Score -1388424 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -1388535.875000 Penalty: 972.158875
	Iteration 9Q: 3 clusters Score -1388536 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19216 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -1388630.000000 Penalty: 972.158875
	Iteration 10Q: 3 clusters Score -1388630 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -1388717.125000 Penalty: 972.158875
	Iteration 11Q: 3 clusters Score -1388717 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -1388791.500000 Penalty: 972.158875
	Iteration 12Q: 3 clusters Score -1388792 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -1388847.375000 Penalty: 972.158875
	Iteration 13Q: 3 clusters Score -1388847 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -1388898.750000 Penalty: 972.158875
	Iteration 14Q: 3 clusters Score -1388899 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -1388954.875000 Penalty: 972.158875
	Iteration 15Q: 3 clusters Score -1388955 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -1388996.000000 Penalty: 972.158875
	Iteration 16Q: 3 clusters Score -1388996 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19466 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -1389035.875000 Penalty: 972.158875
	Iteration 17Q: 3 clusters Score -1389036 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -1389054.625000 Penalty: 972.158875
	Iteration 18Q: 3 clusters Score -1389055 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -1389080.375000 Penalty: 972.158875
	Iteration 19Q: 3 clusters Score -1389080 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -1389095.875000 Penalty: 972.158875
	Iteration 20F: 3 clusters Score -1389096 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -1389117.125000 Penalty: 972.158875
	Iteration 21Q: 3 clusters Score -1389117 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -1389124.250000 Penalty: 972.158875
	Iteration 22Q: 3 clusters Score -1389124 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -1389132.375000 Penalty: 972.158875
	Iteration 23Q: 3 clusters Score -1389132 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19868 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -1389147.625000 Penalty: 972.158875
	Iteration 24Q: 3 clusters Score -1389148 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -1389150.125000 Penalty: 972.158875
	Iteration 25Q: 3 clusters Score -1389150 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -1389156.375000 Penalty: 972.158875
	Iteration 26Q: 3 clusters Score -1389156 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -1389164.500000 Penalty: 972.158875
	Iteration 27Q: 3 clusters Score -1389164 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -1389169.875000 Penalty: 972.158875
	Iteration 28Q: 3 clusters Score -1389170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -1389172.250000 Penalty: 972.158875
	Iteration 29Q: 3 clusters Score -1389172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -1389178.750000 Penalty: 972.158875
	Iteration 30Q: 3 clusters Score -1389179 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -1389180.375000 Penalty: 972.158875
	Iteration 31Q: 3 clusters Score -1389180 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1389187.875000 Penalty: 972.158875
	Iteration 32Q: 3 clusters Score -1389188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -1389198.250000 Penalty: 972.158875
	Iteration 33Q: 3 clusters Score -1389198 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -1389203.250000 Penalty: 972.158875
	Iteration 34Q: 3 clusters Score -1389203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -1389214.375000 Penalty: 972.158875
	Iteration 35Q: 3 clusters Score -1389214 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -1389218.500000 Penalty: 972.158875
	Iteration 36Q: 3 clusters Score -1389218 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1389222.750000 Penalty: 972.158875
	Iteration 37Q: 3 clusters Score -1389223 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -1389223.750000 Penalty: 972.158875
	Iteration 38Q: 3 clusters Score -1389224 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -1389228.500000 Penalty: 972.158875
	Iteration 39Q: 3 clusters Score -1389228 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -1389229.875000 Penalty: 972.158875
	Iteration 40F: 3 clusters Score -1389230 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -1389235.750000 Penalty: 972.158875
	Iteration 41Q: 3 clusters Score -1389236 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -1389235.000000 Penalty: 972.158875
	Iteration 42Q: 3 clusters Score -1389235 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -1389244.375000 Penalty: 972.158875
	Iteration 43Q: 3 clusters Score -1389244 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -1389254.750000 Penalty: 972.158875
	Iteration 44Q: 3 clusters Score -1389255 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -1389255.625000 Penalty: 972.158875
	Iteration 45Q: 3 clusters Score -1389256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -1389256.500000 Penalty: 972.158875
	Iteration 46Q: 3 clusters Score -1389256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -1389257.500000 Penalty: 972.158875
	Iteration 47Q: 3 clusters Score -1389258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -1389259.750000 Penalty: 972.158875
	Iteration 48Q: 3 clusters Score -1389260 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -1389262.875000 Penalty: 972.158875
	Iteration 49Q: 3 clusters Score -1389263 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -1389262.750000 Penalty: 972.158875
	Iteration 50Q: 3 clusters Score -1389263 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -1389264.750000 Penalty: 972.158875
	Iteration 51Q: 3 clusters Score -1389265 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -1389269.750000 Penalty: 972.158875
	Iteration 52Q: 3 clusters Score -1389270 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -1389267.000000 Penalty: 972.158875
	Iteration 53Q: 3 clusters Score -1389267 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1389270.250000 Penalty: 972.158875
	Iteration 54Q: 3 clusters Score -1389270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -1389277.500000 Penalty: 972.158875
	Iteration 55Q: 3 clusters Score -1389278 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -1389277.500000 Penalty: 972.158875
	Iteration 56Q: 3 clusters Score -1389278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -1389276.375000 Penalty: 972.158875
	Iteration 57Q: 3 clusters Score -1389276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -1389277.750000 Penalty: 972.158875
	Iteration 58Q: 3 clusters Score -1389278 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -1389282.500000 Penalty: 972.158875
	Iteration 59Q: 3 clusters Score -1389282 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -1389279.750000 Penalty: 972.158875
	Iteration 60F: 3 clusters Score -1389280 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -1389286.875000 Penalty: 972.158875
	Iteration 61Q: 3 clusters Score -1389287 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -1389294.250000 Penalty: 972.158875
	Iteration 62Q: 3 clusters Score -1389294 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -1389299.250000 Penalty: 972.158875
	Iteration 63Q: 3 clusters Score -1389299 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -1389303.000000 Penalty: 972.158875
	Iteration 64Q: 3 clusters Score -1389303 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -1389305.750000 Penalty: 972.158875
	Iteration 65Q: 3 clusters Score -1389306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -1389316.125000 Penalty: 972.158875
	Iteration 66Q: 3 clusters Score -1389316 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -1389319.125000 Penalty: 972.158875
	Iteration 67Q: 3 clusters Score -1389319 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -1389317.875000 Penalty: 972.158875
	Iteration 68Q: 3 clusters Score -1389318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -1389322.375000 Penalty: 972.158875
	Iteration 69Q: 3 clusters Score -1389322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -1389325.875000 Penalty: 972.158875
	Iteration 70Q: 3 clusters Score -1389326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -1389331.750000 Penalty: 972.158875
	Iteration 71Q: 3 clusters Score -1389332 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -1389332.500000 Penalty: 972.158875
	Iteration 72Q: 3 clusters Score -1389332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -1389338.750000 Penalty: 972.158875
	Iteration 73Q: 3 clusters Score -1389339 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -1389340.500000 Penalty: 972.158875
	Iteration 74Q: 3 clusters Score -1389340 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -1389345.625000 Penalty: 972.158875
	Iteration 75Q: 3 clusters Score -1389346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -1389348.375000 Penalty: 972.158875
	Iteration 76Q: 3 clusters Score -1389348 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1389357.625000 Penalty: 972.158875
	Iteration 77Q: 3 clusters Score -1389358 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1389364.500000 Penalty: 972.158875
	Iteration 78Q: 3 clusters Score -1389364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1389371.375000 Penalty: 972.158875
	Iteration 79Q: 3 clusters Score -1389371 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -1389377.125000 Penalty: 972.158875
	Iteration 80F: 3 clusters Score -1389377 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1389378.375000 Penalty: 972.158875
	Iteration 81Q: 3 clusters Score -1389378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
Score: -1389383.750000 Penalty: 972.158875
	Iteration 82Q: 3 clusters Score -1389384 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1389389.125000 Penalty: 972.158875
	Iteration 83Q: 3 clusters Score -1389389 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1389399.625000 Penalty: 972.158875
	Iteration 84Q: 3 clusters Score -1389400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1389396.250000 Penalty: 972.158875
	Iteration 85Q: 3 clusters Score -1389396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -1389409.500000 Penalty: 972.158875
	Iteration 86Q: 3 clusters Score -1389410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1389408.000000 Penalty: 972.158875
	Iteration 87Q: 3 clusters Score -1389408 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1389414.625000 Penalty: 972.158875
	Iteration 88Q: 3 clusters Score -1389415 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -1389419.875000 Penalty: 972.158875
	Iteration 89Q: 3 clusters Score -1389420 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -1389426.250000 Penalty: 972.158875
	Iteration 90Q: 3 clusters Score -1389426 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1389430.000000 Penalty: 972.158875
	Iteration 91Q: 3 clusters Score -1389430 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -1389451.000000 Penalty: 972.158875
	Iteration 92Q: 3 clusters Score -1389451 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1389461.875000 Penalty: 972.158875
	Iteration 93Q: 3 clusters Score -1389462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1389466.750000 Penalty: 972.158875
	Iteration 94Q: 3 clusters Score -1389467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -1389475.875000 Penalty: 972.158875
	Iteration 95Q: 3 clusters Score -1389476 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -1389484.750000 Penalty: 972.158875
	Iteration 96Q: 3 clusters Score -1389485 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26511 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1389508.875000 Penalty: 972.158875
	Iteration 97Q: 3 clusters Score -1389509 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -1389526.000000 Penalty: 972.158875
	Iteration 98Q: 3 clusters Score -1389526 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -1389549.875000 Penalty: 972.158875
	Iteration 99Q: 3 clusters Score -1389550 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1389558.000000 Penalty: 972.158875
	Iteration 100F: 3 clusters Score -1389558 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -1389577.500000 Penalty: 972.158875
	Iteration 101Q: 3 clusters Score -1389578 nChanged 268
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1389620.500000 Penalty: 972.158875
	Iteration 102Q: 3 clusters Score -1389620 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -1389648.000000 Penalty: 972.158875
	Iteration 103Q: 3 clusters Score -1389648 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -1389671.500000 Penalty: 972.158875
	Iteration 104Q: 3 clusters Score -1389672 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1389711.125000 Penalty: 972.158875
	Iteration 105Q: 3 clusters Score -1389711 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1389764.125000 Penalty: 972.158875
	Iteration 106Q: 3 clusters Score -1389764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -1389816.500000 Penalty: 972.158875
	Iteration 107Q: 3 clusters Score -1389816 nChanged 362
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1389875.250000 Penalty: 972.158875
	Iteration 108Q: 3 clusters Score -1389875 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1389943.000000 Penalty: 972.158875
	Iteration 109Q: 3 clusters Score -1389943 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -1389999.125000 Penalty: 972.158875
	Iteration 110Q: 3 clusters Score -1389999 nChanged 353
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1390051.250000 Penalty: 972.158875
	Iteration 111Q: 3 clusters Score -1390051 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1390103.375000 Penalty: 972.158875
	Iteration 112Q: 3 clusters Score -1390103 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -1390155.375000 Penalty: 972.158875
	Iteration 113Q: 3 clusters Score -1390155 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1390207.250000 Penalty: 972.158875
	Iteration 114Q: 3 clusters Score -1390207 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1390261.750000 Penalty: 972.158875
	Iteration 115Q: 3 clusters Score -1390262 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1390326.000000 Penalty: 972.158875
	Iteration 116Q: 3 clusters Score -1390326 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1390383.500000 Penalty: 972.158875
	Iteration 117Q: 3 clusters Score -1390384 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -1390447.500000 Penalty: 972.158875
	Iteration 118Q: 3 clusters Score -1390448 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33405 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1390516.750000 Penalty: 972.158875
	Iteration 119Q: 3 clusters Score -1390517 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1390584.000000 Penalty: 972.158875
	Iteration 120F: 3 clusters Score -1390584 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1390661.125000 Penalty: 972.158875
	Iteration 121Q: 3 clusters Score -1390661 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1390764.250000 Penalty: 972.158875
	Iteration 122Q: 3 clusters Score -1390764 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1390855.875000 Penalty: 972.158875
	Iteration 123Q: 3 clusters Score -1390856 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35467 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1390970.750000 Penalty: 972.158875
	Iteration 124Q: 3 clusters Score -1390971 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1391083.250000 Penalty: 972.158875
	Iteration 125Q: 3 clusters Score -1391083 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1391202.000000 Penalty: 972.158875
	Iteration 126Q: 3 clusters Score -1391202 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1391330.250000 Penalty: 972.158875
	Iteration 127Q: 3 clusters Score -1391330 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1391474.875000 Penalty: 972.158875
	Iteration 128Q: 3 clusters Score -1391475 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1391623.500000 Penalty: 972.158875
	Iteration 129Q: 3 clusters Score -1391624 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1391766.625000 Penalty: 972.158875
	Iteration 130Q: 3 clusters Score -1391767 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38626 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1391921.750000 Penalty: 972.158875
	Iteration 131Q: 3 clusters Score -1391922 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1392036.125000 Penalty: 972.158875
	Iteration 132Q: 3 clusters Score -1392036 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1392142.375000 Penalty: 972.158875
	Iteration 133Q: 3 clusters Score -1392142 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1392235.875000 Penalty: 972.158875
	Iteration 134Q: 3 clusters Score -1392236 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1392324.500000 Penalty: 972.158875
	Iteration 135Q: 3 clusters Score -1392324 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1392416.875000 Penalty: 972.158875
	Iteration 136Q: 3 clusters Score -1392417 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1392504.250000 Penalty: 972.158875
	Iteration 137Q: 3 clusters Score -1392504 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1392594.375000 Penalty: 972.158875
	Iteration 138Q: 3 clusters Score -1392594 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1392655.375000 Penalty: 972.158875
	Iteration 139Q: 3 clusters Score -1392655 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1392720.000000 Penalty: 972.158875
	Iteration 140F: 3 clusters Score -1392720 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1392778.500000 Penalty: 972.158875
	Iteration 141Q: 3 clusters Score -1392778 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1392839.250000 Penalty: 972.158875
	Iteration 142Q: 3 clusters Score -1392839 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1392898.875000 Penalty: 972.158875
	Iteration 143Q: 3 clusters Score -1392899 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1392947.000000 Penalty: 972.158875
	Iteration 144Q: 3 clusters Score -1392947 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1392992.250000 Penalty: 972.158875
	Iteration 145Q: 3 clusters Score -1392992 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -1393042.875000 Penalty: 972.158875
	Iteration 146Q: 3 clusters Score -1393043 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1393076.375000 Penalty: 972.158875
	Iteration 147Q: 3 clusters Score -1393076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1393108.000000 Penalty: 972.158875
	Iteration 148Q: 3 clusters Score -1393108 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1393137.250000 Penalty: 972.158875
	Iteration 149Q: 3 clusters Score -1393137 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1393164.750000 Penalty: 972.158875
	Iteration 150Q: 3 clusters Score -1393165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1393188.750000 Penalty: 972.158875
	Iteration 151Q: 3 clusters Score -1393189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1393213.125000 Penalty: 972.158875
	Iteration 152Q: 3 clusters Score -1393213 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1393223.375000 Penalty: 972.158875
	Iteration 153Q: 3 clusters Score -1393223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1393230.375000 Penalty: 972.158875
	Iteration 154Q: 3 clusters Score -1393230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1393243.875000 Penalty: 972.158875
	Iteration 155Q: 3 clusters Score -1393244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1393252.750000 Penalty: 972.158875
	Iteration 156Q: 3 clusters Score -1393253 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1393258.750000 Penalty: 972.158875
	Iteration 157Q: 3 clusters Score -1393259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1393269.625000 Penalty: 972.158875
	Iteration 158Q: 3 clusters Score -1393270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1393273.000000 Penalty: 972.158875
	Iteration 159Q: 3 clusters Score -1393273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -1393273.625000 Penalty: 972.158875
	Iteration 160F: 3 clusters Score -1393274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1393276.500000 Penalty: 972.158875
	Iteration 161Q: 3 clusters Score -1393276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1393275.250000 Penalty: 972.158875
	Iteration 162Q: 3 clusters Score -1393275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1393276.750000 Penalty: 972.158875
	Iteration 163Q: 3 clusters Score -1393277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1393276.250000 Penalty: 972.158875
	Iteration 164Q: 3 clusters Score -1393276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1393275.125000 Penalty: 972.158875
	Iteration 165Q: 3 clusters Score -1393275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1393276.625000 Penalty: 972.158875
	Iteration 166Q: 3 clusters Score -1393277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1393277.750000 Penalty: 972.158875
	Iteration 167Q: 3 clusters Score -1393278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1393279.625000 Penalty: 972.158875
	Iteration 168Q: 3 clusters Score -1393280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1393280.250000 Penalty: 972.158875
	Iteration 169Q: 3 clusters Score -1393280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1393281.875000 Penalty: 972.158875
	Iteration 170Q: 3 clusters Score -1393282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1393282.750000 Penalty: 972.158875
	Iteration 171Q: 3 clusters Score -1393283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1393286.875000 Penalty: 972.158875
	Iteration 172Q: 3 clusters Score -1393287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1393285.625000 Penalty: 972.158875
	Iteration 173Q: 3 clusters Score -1393286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1393285.875000 Penalty: 972.158875
	Iteration 174Q: 3 clusters Score -1393286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1393286.250000 Penalty: 972.158875
	Iteration 175Q: 3 clusters Score -1393286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1393286.875000 Penalty: 972.158875
	Iteration 176Q: 3 clusters Score -1393287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1393287.125000 Penalty: 972.158875
	Iteration 177Q: 3 clusters Score -1393287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1393288.125000 Penalty: 972.158875
	Iteration 178Q: 3 clusters Score -1393288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1393288.000000 Penalty: 972.158875
	Iteration 179Q: 3 clusters Score -1393288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1393288.625000 Penalty: 972.158875
	Iteration 180F: 3 clusters Score -1393289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1393288.125000 Penalty: 972.158875
	Iteration 181Q: 3 clusters Score -1393288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1393286.250000 Penalty: 972.158875
	Iteration 182Q: 3 clusters Score -1393286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1393286.250000 Penalty: 972.158875
	Iteration 183F: 3 clusters Score -1393286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Entering Unmasked Estep 
Score: -33800.890625 Penalty: 319.133148
	Iteration 0F: 2 clusters Score -33800.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -32903.679688 Penalty: 638.266296
	Iteration 0F: 3 clusters Score -32903.68 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -33117.585938 Penalty: 638.266296
	Iteration 1F: 3 clusters Score -33117.59 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -33169.179688 Penalty: 638.266296
	Iteration 2F: 3 clusters Score -33169.18 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -33212.527344 Penalty: 638.266296
	Iteration 3F: 3 clusters Score -33212.53 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -33237.058594 Penalty: 638.266296
	Iteration 4Q: 3 clusters Score -33237.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -33256.406250 Penalty: 638.266296
	Iteration 5Q: 3 clusters Score -33256.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -33278.515625 Penalty: 638.266296
	Iteration 6Q: 3 clusters Score -33278.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -33303.312500 Penalty: 638.266296
	Iteration 7Q: 3 clusters Score -33303.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -33328.722656 Penalty: 638.266296
	Iteration 8Q: 3 clusters Score -33328.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -33355.167969 Penalty: 638.266296
	Iteration 9Q: 3 clusters Score -33355.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -33379.835938 Penalty: 638.266296
	Iteration 10Q: 3 clusters Score -33379.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -33396.718750 Penalty: 638.266296
	Iteration 11Q: 3 clusters Score -33396.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -33414.671875 Penalty: 638.266296
	Iteration 12Q: 3 clusters Score -33414.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -33426.656250 Penalty: 638.266296
	Iteration 13Q: 3 clusters Score -33426.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -33444.792969 Penalty: 638.266296
	Iteration 14Q: 3 clusters Score -33444.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -33477.738281 Penalty: 638.266296
	Iteration 15Q: 3 clusters Score -33477.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33496.542969 Penalty: 638.266296
	Iteration 16Q: 3 clusters Score -33496.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33509.429688 Penalty: 638.266296
	Iteration 17Q: 3 clusters Score -33509.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33521.003906 Penalty: 638.266296
	Iteration 18Q: 3 clusters Score -33521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33527.261719 Penalty: 638.266296
	Iteration 19Q: 3 clusters Score -33527.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -33532.937500 Penalty: 638.266296
	Iteration 20F: 3 clusters Score -33532.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -33539.089844 Penalty: 638.266296
	Iteration 21Q: 3 clusters Score -33539.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -33547.589844 Penalty: 638.266296
	Iteration 22Q: 3 clusters Score -33547.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33556.710938 Penalty: 638.266296
	Iteration 23Q: 3 clusters Score -33556.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33563.167969 Penalty: 638.266296
	Iteration 24Q: 3 clusters Score -33563.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -33566.234375 Penalty: 638.266296
	Iteration 25Q: 3 clusters Score -33566.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -33568.199219 Penalty: 638.266296
	Iteration 26Q: 3 clusters Score -33568.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33570.410156 Penalty: 638.266296
	Iteration 27Q: 3 clusters Score -33570.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -33570.410156 Penalty: 638.266296
	Iteration 28F: 3 clusters Score -33570.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Entering Unmasked Estep 
Score: -60910.617188 Penalty: 343.936249
	Iteration 0F: 2 clusters Score -60910.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -59510.421875 Penalty: 687.872498
	Iteration 0F: 3 clusters Score -59510.42 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -59987.289062 Penalty: 687.872498
	Iteration 1F: 3 clusters Score -59987.29 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -60099.199219 Penalty: 687.872498
	Iteration 2F: 3 clusters Score -60099.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -60174.648438 Penalty: 687.872498
	Iteration 3F: 3 clusters Score -60174.65 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -60226.265625 Penalty: 687.872498
	Iteration 4Q: 3 clusters Score -60226.27 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -60264.378906 Penalty: 687.872498
	Iteration 5Q: 3 clusters Score -60264.38 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -60287.574219 Penalty: 687.872498
	Iteration 6Q: 3 clusters Score -60287.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -60307.863281 Penalty: 687.872498
	Iteration 7Q: 3 clusters Score -60307.86 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -60338.535156 Penalty: 687.872498
	Iteration 8Q: 3 clusters Score -60338.54 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -60366.230469 Penalty: 687.872498
	Iteration 9Q: 3 clusters Score -60366.23 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -60396.171875 Penalty: 687.872498
	Iteration 10Q: 3 clusters Score -60396.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -60412.000000 Penalty: 687.872498
	Iteration 11Q: 3 clusters Score -60412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -60423.339844 Penalty: 687.872498
	Iteration 12Q: 3 clusters Score -60423.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -60437.402344 Penalty: 687.872498
	Iteration 13Q: 3 clusters Score -60437.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -60448.199219 Penalty: 687.872498
	Iteration 14Q: 3 clusters Score -60448.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -60467.058594 Penalty: 687.872498
	Iteration 15Q: 3 clusters Score -60467.06 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60482.960938 Penalty: 687.872498
	Iteration 16Q: 3 clusters Score -60482.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -60502.195312 Penalty: 687.872498
	Iteration 17Q: 3 clusters Score -60502.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -60521.050781 Penalty: 687.872498
	Iteration 18Q: 3 clusters Score -60521.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -60535.187500 Penalty: 687.872498
	Iteration 19Q: 3 clusters Score -60535.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -60550.933594 Penalty: 687.872498
	Iteration 20F: 3 clusters Score -60550.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -60561.546875 Penalty: 687.872498
	Iteration 21Q: 3 clusters Score -60561.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60572.101562 Penalty: 687.872498
	Iteration 22Q: 3 clusters Score -60572.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -60582.808594 Penalty: 687.872498
	Iteration 23Q: 3 clusters Score -60582.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -60592.664062 Penalty: 687.872498
	Iteration 24Q: 3 clusters Score -60592.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -60609.714844 Penalty: 687.872498
	Iteration 25Q: 3 clusters Score -60609.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60620.101562 Penalty: 687.872498
	Iteration 26Q: 3 clusters Score -60620.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60629.976562 Penalty: 687.872498
	Iteration 27Q: 3 clusters Score -60629.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -60642.285156 Penalty: 687.872498
	Iteration 28Q: 3 clusters Score -60642.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -60646.207031 Penalty: 687.872498
	Iteration 29Q: 3 clusters Score -60646.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -60649.777344 Penalty: 687.872498
	Iteration 30Q: 3 clusters Score -60649.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -60651.699219 Penalty: 687.872498
	Iteration 31Q: 3 clusters Score -60651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -60653.042969 Penalty: 687.872498
	Iteration 32Q: 3 clusters Score -60653.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60653.558594 Penalty: 687.872498
	Iteration 33Q: 3 clusters Score -60653.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -60653.742188 Penalty: 687.872498
	Iteration 34Q: 3 clusters Score -60653.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60653.757812 Penalty: 687.872498
	Iteration 35Q: 3 clusters Score -60653.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -60653.757812 Penalty: 687.872498
	Iteration 36F: 3 clusters Score -60653.76 nChanged 0
23->20 Clusters: Score -21496466.000000, best is -21497426.000000

Starting from 24 clusters...
--- Clustering full data set of 726864 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 31570 members 
Mstep: Class 3 contains 31246 members 
Mstep: Class 4 contains 31363 members 
Mstep: Class 5 contains 31743 members 
Mstep: Class 6 contains 31741 members 
Mstep: Class 7 contains 31660 members 
Mstep: Class 8 contains 31716 members 
Mstep: Class 9 contains 31852 members 
Mstep: Class 10 contains 31558 members 
Mstep: Class 11 contains 31605 members 
Mstep: Class 12 contains 31777 members 
Mstep: Class 13 contains 31398 members 
Mstep: Class 14 contains 31331 members 
Mstep: Class 15 contains 31350 members 
Mstep: Class 16 contains 31597 members 
Mstep: Class 17 contains 31592 members 
Mstep: Class 18 contains 31731 members 
Mstep: Class 19 contains 31497 members 
Mstep: Class 20 contains 31685 members 
Mstep: Class 21 contains 31964 members 
Mstep: Class 22 contains 31647 members 
Mstep: Class 23 contains 31443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 117.753922 but Gain 614.089844
Score: -18793778.000000 Penalty: 13509.991211
Iteration 0F: 23 clusters Score -1.879378e+07 nChanged 693147
Entering Unmasked Mstep 
Mstep: Class 0 contains 483 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 60577 members 
Mstep: Class 5 contains 74998 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 17858 members 
Mstep: Class 8 contains 30390 members 
Mstep: Class 9 contains 29425 members 
Mstep: Class 10 contains 12512 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 26699 members 
Mstep: Class 13 contains 18934 members 
Mstep: Class 14 contains 78380 members 
Mstep: Class 15 contains 18008 members 
Mstep: Class 16 contains 29851 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 30444 members 
Mstep: Class 19 contains 51770 members 
Mstep: Class 20 contains 20989 members 
Mstep: Class 21 contains 60396 members 
Mstep: Class 22 contains 23017 members 
Mstep: Class 23 contains 56658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20554898.000000 Penalty: 13509.991211
Iteration 1F: 23 clusters Score -2.05549e+07 nChanged 227266
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 7915 members 
Mstep: Class 3 contains 78225 members 
Mstep: Class 5 contains 71604 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 13996 members 
Mstep: Class 8 contains 24592 members 
Mstep: Class 9 contains 27635 members 
Mstep: Class 10 contains 12718 members 
Mstep: Class 11 contains 11494 members 
Mstep: Class 12 contains 22776 members 
Mstep: Class 13 contains 15726 members 
Mstep: Class 14 contains 92422 members 
Mstep: Class 15 contains 13112 members 
Mstep: Class 16 contains 28138 members 
Mstep: Class 17 contains 7338 members 
Mstep: Class 18 contains 26795 members 
Mstep: Class 19 contains 61862 members 
Mstep: Class 20 contains 14245 members 
Mstep: Class 21 contains 74044 members 
Mstep: Class 22 contains 18119 members 
Mstep: Class 23 contains 67801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20797398.000000 Penalty: 13509.991211
Iteration 2F: 23 clusters Score -2.07974e+07 nChanged 155178
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 4557 members 
Mstep: Class 3 contains 90524 members 
Mstep: Class 5 contains 68870 members 
Mstep: Class 6 contains 9933 members 
Mstep: Class 7 contains 11810 members 
Mstep: Class 8 contains 19413 members 
Mstep: Class 9 contains 22331 members 
Mstep: Class 10 contains 13814 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 19651 members 
Mstep: Class 13 contains 11968 members 
Mstep: Class 14 contains 114607 members 
Mstep: Class 15 contains 8910 members 
Mstep: Class 16 contains 26525 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 25332 members 
Mstep: Class 19 contains 69090 members 
Mstep: Class 20 contains 9537 members 
Mstep: Class 21 contains 78283 members 
Mstep: Class 22 contains 17041 members 
Mstep: Class 23 contains 72010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20965430.000000 Penalty: 13509.991211
Iteration 3F: 23 clusters Score -2.096543e+07 nChanged 127522
Entering Unmasked Mstep 
Mstep: Class 0 contains 51 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 2533 members 
Mstep: Class 3 contains 107452 members 
Mstep: Class 5 contains 65920 members 
Mstep: Class 6 contains 6663 members 
Mstep: Class 7 contains 10229 members 
Mstep: Class 8 contains 13499 members 
Mstep: Class 9 contains 16138 members 
Mstep: Class 10 contains 14107 members 
Mstep: Class 11 contains 5564 members 
Mstep: Class 12 contains 15594 members 
Mstep: Class 13 contains 7811 members 
Mstep: Class 14 contains 139608 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 23802 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 25038 members 
Mstep: Class 19 contains 76437 members 
Mstep: Class 20 contains 6101 members 
Mstep: Class 21 contains 75529 members 
Mstep: Class 22 contains 18302 members 
Mstep: Class 23 contains 70734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21085962.000000 Penalty: 13509.991211
Iteration 4F: 23 clusters Score -2.108596e+07 nChanged 106449
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 1385 members 
Mstep: Class 3 contains 126195 members 
Mstep: Class 5 contains 63239 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 8922 members 
Mstep: Class 8 contains 8674 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 10 contains 13769 members 
Mstep: Class 11 contains 3463 members 
Mstep: Class 12 contains 11071 members 
Mstep: Class 13 contains 4272 members 
Mstep: Class 14 contains 163124 members 
Mstep: Class 15 contains 3620 members 
Mstep: Class 16 contains 20564 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 24174 members 
Mstep: Class 19 contains 82560 members 
Mstep: Class 20 contains 3857 members 
Mstep: Class 21 contains 70255 members 
Mstep: Class 22 contains 19599 members 
Mstep: Class 23 contains 66401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21178752.000000 Penalty: 13509.991211
Iteration 5F: 23 clusters Score -2.117875e+07 nChanged 85120
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 892 members 
Mstep: Class 3 contains 144792 members 
Mstep: Class 5 contains 61019 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 7993 members 
Mstep: Class 8 contains 5877 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 13064 members 
Mstep: Class 11 contains 1997 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 181492 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 17226 members 
Mstep: Class 17 contains 1858 members 
Mstep: Class 18 contains 22087 members 
Mstep: Class 19 contains 86485 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 64347 members 
Mstep: Class 22 contains 20581 members 
Mstep: Class 23 contains 61586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21246804.000000 Penalty: 13509.991211
Iteration 6F: 23 clusters Score -2.12468e+07 nChanged 66830
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 162565 members 
Mstep: Class 5 contains 59707 members 
Mstep: Class 6 contains 1312 members 
Mstep: Class 7 contains 7405 members 
Mstep: Class 8 contains 4526 members 
Mstep: Class 9 contains 3947 members 
Mstep: Class 10 contains 12173 members 
Mstep: Class 11 contains 1065 members 
Mstep: Class 12 contains 4288 members 
Mstep: Class 13 contains 947 members 
Mstep: Class 14 contains 194093 members 
Mstep: Class 15 contains 1495 members 
Mstep: Class 16 contains 14007 members 
Mstep: Class 17 contains 1290 members 
Mstep: Class 18 contains 19217 members 
Mstep: Class 19 contains 88059 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 59034 members 
Mstep: Class 22 contains 21177 members 
Mstep: Class 23 contains 56635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 375.760651 but Gain 614.090820
Score: -21294476.000000 Penalty: 12895.900391
Iteration 7F: 22 clusters Score -2.129448e+07 nChanged 52430
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 570 members 
Mstep: Class 3 contains 179513 members 
Mstep: Class 5 contains 59028 members 
Mstep: Class 6 contains 1129 members 
Mstep: Class 7 contains 6983 members 
Mstep: Class 8 contains 3622 members 
Mstep: Class 9 contains 2487 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 589 members 
Mstep: Class 12 contains 2551 members 
Mstep: Class 14 contains 202681 members 
Mstep: Class 15 contains 1054 members 
Mstep: Class 16 contains 11295 members 
Mstep: Class 17 contains 913 members 
Mstep: Class 18 contains 16341 members 
Mstep: Class 19 contains 87973 members 
Mstep: Class 20 contains 1204 members 
Mstep: Class 21 contains 54335 members 
Mstep: Class 22 contains 21515 members 
Mstep: Class 23 contains 51151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 354.428497 but Gain 614.090820
Score: -21328518.000000 Penalty: 12281.809570
Iteration 8F: 21 clusters Score -2.132852e+07 nChanged 42072
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 536 members 
Mstep: Class 3 contains 195765 members 
Mstep: Class 5 contains 58452 members 
Mstep: Class 6 contains 1220 members 
Mstep: Class 7 contains 6631 members 
Mstep: Class 8 contains 2973 members 
Mstep: Class 9 contains 1661 members 
Mstep: Class 10 contains 10446 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 14 contains 208831 members 
Mstep: Class 15 contains 818 members 
Mstep: Class 16 contains 9096 members 
Mstep: Class 17 contains 676 members 
Mstep: Class 18 contains 13631 members 
Mstep: Class 19 contains 86549 members 
Mstep: Class 20 contains 891 members 
Mstep: Class 21 contains 49864 members 
Mstep: Class 22 contains 21601 members 
Mstep: Class 23 contains 45686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 583.087219 but Gain 614.089844
Score: -21353834.000000 Penalty: 11667.719727
Iteration 9F: 20 clusters Score -2.135383e+07 nChanged 34817
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 530 members 
Mstep: Class 3 contains 210783 members 
Mstep: Class 5 contains 57894 members 
Mstep: Class 6 contains 1370 members 
Mstep: Class 7 contains 6343 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 1197 members 
Mstep: Class 10 contains 9722 members 
Mstep: Class 12 contains 1075 members 
Mstep: Class 14 contains 213795 members 
Mstep: Class 15 contains 659 members 
Mstep: Class 16 contains 7332 members 
Mstep: Class 18 contains 11268 members 
Mstep: Class 19 contains 84170 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 45856 members 
Mstep: Class 22 contains 21603 members 
Mstep: Class 23 contains 40797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 581.586914 but Gain 614.090820
Score: -21373036.000000 Penalty: 11053.628906
Iteration 10Q: 19 clusters Score -2.137304e+07 nChanged 29321
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 546 members 
Mstep: Class 3 contains 224043 members 
Mstep: Class 5 contains 57042 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 6035 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 9 contains 893 members 
Mstep: Class 10 contains 9150 members 
Mstep: Class 12 contains 859 members 
Mstep: Class 14 contains 218451 members 
Mstep: Class 15 contains 539 members 
Mstep: Class 16 contains 6020 members 
Mstep: Class 18 contains 9209 members 
Mstep: Class 19 contains 81011 members 
Mstep: Class 21 contains 42036 members 
Mstep: Class 22 contains 21523 members 
Mstep: Class 23 contains 37046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21388302.000000 Penalty: 11053.628906
Iteration 11Q: 19 clusters Score -2.13883e+07 nChanged 24610
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 574 members 
Mstep: Class 3 contains 235380 members 
Mstep: Class 5 contains 55576 members 
Mstep: Class 6 contains 1622 members 
Mstep: Class 7 contains 5692 members 
Mstep: Class 8 contains 1687 members 
Mstep: Class 9 contains 718 members 
Mstep: Class 10 contains 8677 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 14 contains 222531 members 
Mstep: Class 15 contains 466 members 
Mstep: Class 16 contains 5151 members 
Mstep: Class 18 contains 7557 members 
Mstep: Class 19 contains 77465 members 
Mstep: Class 21 contains 38613 members 
Mstep: Class 22 contains 21343 members 
Mstep: Class 23 contains 34303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 613.660828 but Gain 614.090820
Score: -21399728.000000 Penalty: 10439.538086
Iteration 12Q: 18 clusters Score -2.139973e+07 nChanged 21813
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 601 members 
Mstep: Class 3 contains 245159 members 
Mstep: Class 5 contains 53887 members 
Mstep: Class 6 contains 1809 members 
Mstep: Class 7 contains 5254 members 
Mstep: Class 8 contains 1406 members 
Mstep: Class 9 contains 606 members 
Mstep: Class 10 contains 8323 members 
Mstep: Class 12 contains 1008 members 
Mstep: Class 14 contains 226675 members 
Mstep: Class 16 contains 4679 members 
Mstep: Class 18 contains 6236 members 
Mstep: Class 19 contains 73807 members 
Mstep: Class 21 contains 35430 members 
Mstep: Class 22 contains 21129 members 
Mstep: Class 23 contains 32371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 576.411682 but Gain 614.089844
Score: -21408884.000000 Penalty: 9825.448242
Iteration 13Q: 17 clusters Score -2.140888e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 253566 members 
Mstep: Class 5 contains 51986 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 4752 members 
Mstep: Class 8 contains 1176 members 
Mstep: Class 10 contains 7974 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 14 contains 230897 members 
Mstep: Class 16 contains 4369 members 
Mstep: Class 18 contains 5132 members 
Mstep: Class 19 contains 70426 members 
Mstep: Class 21 contains 32578 members 
Mstep: Class 22 contains 20902 members 
Mstep: Class 23 contains 30842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21416742.000000 Penalty: 9825.448242
Iteration 14Q: 17 clusters Score -2.141674e+07 nChanged 17376
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 679 members 
Mstep: Class 3 contains 260797 members 
Mstep: Class 5 contains 49865 members 
Mstep: Class 6 contains 2054 members 
Mstep: Class 7 contains 4309 members 
Mstep: Class 8 contains 987 members 
Mstep: Class 10 contains 7628 members 
Mstep: Class 12 contains 1354 members 
Mstep: Class 14 contains 234988 members 
Mstep: Class 16 contains 4184 members 
Mstep: Class 18 contains 4313 members 
Mstep: Class 19 contains 66907 members 
Mstep: Class 21 contains 29902 members 
Mstep: Class 22 contains 20608 members 
Mstep: Class 23 contains 29750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21423252.000000 Penalty: 9825.448242
Iteration 15Q: 17 clusters Score -2.142325e+07 nChanged 15959
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 705 members 
Mstep: Class 3 contains 267163 members 
Mstep: Class 5 contains 47435 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 3921 members 
Mstep: Class 8 contains 885 members 
Mstep: Class 10 contains 7274 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 14 contains 239291 members 
Mstep: Class 16 contains 4039 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 63491 members 
Mstep: Class 21 contains 27405 members 
Mstep: Class 22 contains 20293 members 
Mstep: Class 23 contains 28987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21429016.000000 Penalty: 9825.448242
Iteration 16Q: 17 clusters Score -2.142902e+07 nChanged 14711
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 748 members 
Mstep: Class 3 contains 272760 members 
Mstep: Class 5 contains 44826 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 10 contains 6930 members 
Mstep: Class 12 contains 1674 members 
Mstep: Class 14 contains 243722 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 18 contains 3035 members 
Mstep: Class 19 contains 60190 members 
Mstep: Class 21 contains 25110 members 
Mstep: Class 22 contains 19957 members 
Mstep: Class 23 contains 28492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21434050.000000 Penalty: 9825.448242
Iteration 17Q: 17 clusters Score -2.143405e+07 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 781 members 
Mstep: Class 3 contains 277683 members 
Mstep: Class 5 contains 42180 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 3420 members 
Mstep: Class 8 contains 780 members 
Mstep: Class 10 contains 6585 members 
Mstep: Class 12 contains 1822 members 
Mstep: Class 14 contains 248246 members 
Mstep: Class 16 contains 3806 members 
Mstep: Class 18 contains 2523 members 
Mstep: Class 19 contains 57041 members 
Mstep: Class 21 contains 23018 members 
Mstep: Class 22 contains 19592 members 
Mstep: Class 23 contains 28145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21438630.000000 Penalty: 9825.448242
Iteration 18Q: 17 clusters Score -2.143863e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 281891 members 
Mstep: Class 5 contains 39609 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 3296 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 10 contains 6217 members 
Mstep: Class 12 contains 1941 members 
Mstep: Class 14 contains 252712 members 
Mstep: Class 16 contains 3683 members 
Mstep: Class 18 contains 2099 members 
Mstep: Class 19 contains 54190 members 
Mstep: Class 21 contains 21186 members 
Mstep: Class 22 contains 19162 members 
Mstep: Class 23 contains 27924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21442898.000000 Penalty: 9825.448242
Iteration 19Q: 17 clusters Score -2.14429e+07 nChanged 11452
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 877 members 
Mstep: Class 3 contains 285701 members 
Mstep: Class 5 contains 37188 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 3211 members 
Mstep: Class 8 contains 740 members 
Mstep: Class 10 contains 5898 members 
Mstep: Class 12 contains 2057 members 
Mstep: Class 14 contains 256964 members 
Mstep: Class 16 contains 3535 members 
Mstep: Class 18 contains 1739 members 
Mstep: Class 19 contains 51443 members 
Mstep: Class 21 contains 19543 members 
Mstep: Class 22 contains 18725 members 
Mstep: Class 23 contains 27824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21447030.000000 Penalty: 9825.448242
Iteration 20F: 17 clusters Score -2.144703e+07 nChanged 10576
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 999 members 
Mstep: Class 3 contains 289138 members 
Mstep: Class 5 contains 35084 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 3124 members 
Mstep: Class 8 contains 729 members 
Mstep: Class 10 contains 5593 members 
Mstep: Class 12 contains 2211 members 
Mstep: Class 14 contains 260798 members 
Mstep: Class 16 contains 3422 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 48763 members 
Mstep: Class 21 contains 18054 members 
Mstep: Class 22 contains 18286 members 
Mstep: Class 23 contains 27805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21450434.000000 Penalty: 9825.448242
Iteration 21Q: 17 clusters Score -2.145043e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1084 members 
Mstep: Class 3 contains 292370 members 
Mstep: Class 5 contains 33380 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 3058 members 
Mstep: Class 8 contains 720 members 
Mstep: Class 10 contains 5294 members 
Mstep: Class 12 contains 2353 members 
Mstep: Class 14 contains 264105 members 
Mstep: Class 16 contains 3330 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 19 contains 46230 members 
Mstep: Class 21 contains 16696 members 
Mstep: Class 22 contains 17869 members 
Mstep: Class 23 contains 27791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21453270.000000 Penalty: 9825.448242
Iteration 22Q: 17 clusters Score -2.145327e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1166 members 
Mstep: Class 3 contains 295412 members 
Mstep: Class 5 contains 31958 members 
Mstep: Class 6 contains 2265 members 
Mstep: Class 7 contains 2997 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 10 contains 5011 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 14 contains 266864 members 
Mstep: Class 16 contains 3208 members 
Mstep: Class 18 contains 1019 members 
Mstep: Class 19 contains 43859 members 
Mstep: Class 21 contains 15472 members 
Mstep: Class 22 contains 17464 members 
Mstep: Class 23 contains 27836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21455750.000000 Penalty: 9825.448242
Iteration 23Q: 17 clusters Score -2.145575e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 298169 members 
Mstep: Class 5 contains 30815 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 2946 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 10 contains 4735 members 
Mstep: Class 12 contains 2593 members 
Mstep: Class 14 contains 269165 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 18 contains 902 members 
Mstep: Class 19 contains 41569 members 
Mstep: Class 21 contains 14395 members 
Mstep: Class 22 contains 17137 members 
Mstep: Class 23 contains 27971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21457618.000000 Penalty: 9825.448242
Iteration 24Q: 17 clusters Score -2.145762e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 300826 members 
Mstep: Class 5 contains 29822 members 
Mstep: Class 6 contains 2296 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 710 members 
Mstep: Class 10 contains 4486 members 
Mstep: Class 12 contains 2687 members 
Mstep: Class 14 contains 270988 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 18 contains 803 members 
Mstep: Class 19 contains 39404 members 
Mstep: Class 21 contains 13431 members 
Mstep: Class 22 contains 16875 members 
Mstep: Class 23 contains 28151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21459492.000000 Penalty: 9825.448242
Iteration 25Q: 17 clusters Score -2.145949e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 1370 members 
Mstep: Class 3 contains 303378 members 
Mstep: Class 5 contains 29070 members 
Mstep: Class 6 contains 2289 members 
Mstep: Class 7 contains 2843 members 
Mstep: Class 8 contains 723 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 12 contains 2767 members 
Mstep: Class 14 contains 272398 members 
Mstep: Class 16 contains 2978 members 
Mstep: Class 18 contains 733 members 
Mstep: Class 19 contains 37372 members 
Mstep: Class 21 contains 12545 members 
Mstep: Class 22 contains 16669 members 
Mstep: Class 23 contains 28344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21460958.000000 Penalty: 9825.448242
Iteration 26Q: 17 clusters Score -2.146096e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1441 members 
Mstep: Class 3 contains 305935 members 
Mstep: Class 5 contains 28429 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 2779 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 12 contains 2818 members 
Mstep: Class 14 contains 273485 members 
Mstep: Class 16 contains 2910 members 
Mstep: Class 18 contains 679 members 
Mstep: Class 19 contains 35432 members 
Mstep: Class 21 contains 11736 members 
Mstep: Class 22 contains 16516 members 
Mstep: Class 23 contains 28508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21462442.000000 Penalty: 9825.448242
Iteration 27Q: 17 clusters Score -2.146244e+07 nChanged 5623
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1486 members 
Mstep: Class 3 contains 308535 members 
Mstep: Class 5 contains 27887 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 2733 members 
Mstep: Class 8 contains 733 members 
Mstep: Class 10 contains 3949 members 
Mstep: Class 12 contains 2859 members 
Mstep: Class 14 contains 274299 members 
Mstep: Class 16 contains 2844 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 33596 members 
Mstep: Class 21 contains 11016 members 
Mstep: Class 22 contains 16413 members 
Mstep: Class 23 contains 28549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21463512.000000 Penalty: 9825.448242
Iteration 28Q: 17 clusters Score -2.146351e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1538 members 
Mstep: Class 3 contains 311111 members 
Mstep: Class 5 contains 27420 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 2690 members 
Mstep: Class 8 contains 732 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 12 contains 2875 members 
Mstep: Class 14 contains 274926 members 
Mstep: Class 16 contains 2798 members 
Mstep: Class 18 contains 579 members 
Mstep: Class 19 contains 31859 members 
Mstep: Class 21 contains 10293 members 
Mstep: Class 22 contains 16325 members 
Mstep: Class 23 contains 28553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21464702.000000 Penalty: 9825.448242
Iteration 29Q: 17 clusters Score -2.14647e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 1591 members 
Mstep: Class 3 contains 313664 members 
Mstep: Class 5 contains 27033 members 
Mstep: Class 6 contains 2338 members 
Mstep: Class 7 contains 2637 members 
Mstep: Class 8 contains 736 members 
Mstep: Class 10 contains 3703 members 
Mstep: Class 12 contains 2883 members 
Mstep: Class 14 contains 275327 members 
Mstep: Class 16 contains 2767 members 
Mstep: Class 18 contains 554 members 
Mstep: Class 19 contains 30227 members 
Mstep: Class 21 contains 9621 members 
Mstep: Class 22 contains 16274 members 
Mstep: Class 23 contains 28476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21465902.000000 Penalty: 9825.448242
Iteration 30Q: 17 clusters Score -2.14659e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 316197 members 
Mstep: Class 5 contains 26762 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 2591 members 
Mstep: Class 8 contains 739 members 
Mstep: Class 10 contains 3592 members 
Mstep: Class 12 contains 2909 members 
Mstep: Class 14 contains 275547 members 
Mstep: Class 16 contains 2746 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 28630 members 
Mstep: Class 21 contains 9022 members 
Mstep: Class 22 contains 16242 members 
Mstep: Class 23 contains 28378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21466912.000000 Penalty: 9825.448242
Iteration 31Q: 17 clusters Score -2.146691e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 3 contains 318740 members 
Mstep: Class 5 contains 26516 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 745 members 
Mstep: Class 10 contains 3512 members 
Mstep: Class 12 contains 2933 members 
Mstep: Class 14 contains 275720 members 
Mstep: Class 16 contains 2719 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 27052 members 
Mstep: Class 21 contains 8446 members 
Mstep: Class 22 contains 16223 members 
Mstep: Class 23 contains 28230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 608.095642 but Gain 614.090820
Score: -21467780.000000 Penalty: 9211.357422
Iteration 32Q: 16 clusters Score -2.146778e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1664 members 
Mstep: Class 3 contains 321285 members 
Mstep: Class 5 contains 26289 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 2488 members 
Mstep: Class 8 contains 744 members 
Mstep: Class 10 contains 3458 members 
Mstep: Class 12 contains 2974 members 
Mstep: Class 14 contains 276057 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 19 contains 25519 members 
Mstep: Class 21 contains 7896 members 
Mstep: Class 22 contains 16390 members 
Mstep: Class 23 contains 28046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468992.000000 Penalty: 9211.357422
Iteration 33Q: 16 clusters Score -2.146899e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1668 members 
Mstep: Class 3 contains 323835 members 
Mstep: Class 5 contains 26137 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 2431 members 
Mstep: Class 8 contains 748 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 12 contains 3007 members 
Mstep: Class 14 contains 276050 members 
Mstep: Class 16 contains 2697 members 
Mstep: Class 19 contains 23966 members 
Mstep: Class 21 contains 7354 members 
Mstep: Class 22 contains 16431 members 
Mstep: Class 23 contains 27806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21469946.000000 Penalty: 9211.357422
Iteration 34Q: 16 clusters Score -2.146995e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1669 members 
Mstep: Class 3 contains 326374 members 
Mstep: Class 5 contains 26010 members 
Mstep: Class 6 contains 2361 members 
Mstep: Class 7 contains 2386 members 
Mstep: Class 8 contains 752 members 
Mstep: Class 10 contains 3357 members 
Mstep: Class 12 contains 3040 members 
Mstep: Class 14 contains 275963 members 
Mstep: Class 16 contains 2692 members 
Mstep: Class 19 contains 22487 members 
Mstep: Class 21 contains 6814 members 
Mstep: Class 22 contains 16464 members 
Mstep: Class 23 contains 27561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21470830.000000 Penalty: 9211.357422
Iteration 35Q: 16 clusters Score -2.147083e+07 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1674 members 
Mstep: Class 3 contains 328838 members 
Mstep: Class 5 contains 25888 members 
Mstep: Class 6 contains 2355 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 756 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 12 contains 3083 members 
Mstep: Class 14 contains 275802 members 
Mstep: Class 16 contains 2686 members 
Mstep: Class 19 contains 21150 members 
Mstep: Class 21 contains 6310 members 
Mstep: Class 22 contains 16484 members 
Mstep: Class 23 contains 27272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471576.000000 Penalty: 9211.357422
Iteration 36Q: 16 clusters Score -2.147158e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 331282 members 
Mstep: Class 5 contains 25833 members 
Mstep: Class 6 contains 2346 members 
Mstep: Class 7 contains 2283 members 
Mstep: Class 8 contains 764 members 
Mstep: Class 10 contains 3294 members 
Mstep: Class 12 contains 3105 members 
Mstep: Class 14 contains 275526 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 19 contains 19838 members 
Mstep: Class 21 contains 5837 members 
Mstep: Class 22 contains 16509 members 
Mstep: Class 23 contains 27012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21472538.000000 Penalty: 9211.357422
Iteration 37Q: 16 clusters Score -2.147254e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 333645 members 
Mstep: Class 5 contains 25778 members 
Mstep: Class 6 contains 2340 members 
Mstep: Class 7 contains 2247 members 
Mstep: Class 8 contains 766 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 12 contains 3127 members 
Mstep: Class 14 contains 275269 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 19 contains 18595 members 
Mstep: Class 21 contains 5369 members 
Mstep: Class 22 contains 16552 members 
Mstep: Class 23 contains 26729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21473016.000000 Penalty: 9211.357422
Iteration 38Q: 16 clusters Score -2.147302e+07 nChanged 3136
Entering ConstructFrom: 
Score: -21473016.000000 Penalty: 9211.357422
Entering ConstructFrom: 
Trying to split cluster 1 (8751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Entering Unmasked Estep 
Score: -253240.281250 Penalty: 413.000000
	Iteration 0F: 2 clusters Score -253240.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -247420.468750 Penalty: 826.000000
	Iteration 0F: 3 clusters Score -247420.5 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -249677.828125 Penalty: 826.000000
	Iteration 1F: 3 clusters Score -249677.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -249800.578125 Penalty: 826.000000
	Iteration 2Q: 3 clusters Score -249800.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -249936.468750 Penalty: 826.000000
	Iteration 3Q: 3 clusters Score -249936.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -250089.546875 Penalty: 826.000000
	Iteration 4Q: 3 clusters Score -250089.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -250299.734375 Penalty: 826.000000
	Iteration 5Q: 3 clusters Score -250299.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -250563.125000 Penalty: 826.000000
	Iteration 6F: 3 clusters Score -250563.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -250883.656250 Penalty: 826.000000
	Iteration 7F: 3 clusters Score -250883.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -251232.937500 Penalty: 826.000000
	Iteration 8F: 3 clusters Score -251232.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -251564.843750 Penalty: 826.000000
	Iteration 9F: 3 clusters Score -251564.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -251817.406250 Penalty: 826.000000
	Iteration 10Q: 3 clusters Score -251817.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -251976.703125 Penalty: 826.000000
	Iteration 11Q: 3 clusters Score -251976.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -252070.390625 Penalty: 826.000000
	Iteration 12Q: 3 clusters Score -252070.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -252134.765625 Penalty: 826.000000
	Iteration 13Q: 3 clusters Score -252134.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -252197.718750 Penalty: 826.000000
	Iteration 14Q: 3 clusters Score -252197.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -252280.562500 Penalty: 826.000000
	Iteration 15Q: 3 clusters Score -252280.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -252376.953125 Penalty: 826.000000
	Iteration 16Q: 3 clusters Score -252377 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -252475.843750 Penalty: 826.000000
	Iteration 17Q: 3 clusters Score -252475.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -252569.375000 Penalty: 826.000000
	Iteration 18Q: 3 clusters Score -252569.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -252657.859375 Penalty: 826.000000
	Iteration 19Q: 3 clusters Score -252657.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -252760.203125 Penalty: 826.000000
	Iteration 20F: 3 clusters Score -252760.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -252843.953125 Penalty: 826.000000
	Iteration 21Q: 3 clusters Score -252844 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -252902.515625 Penalty: 826.000000
	Iteration 22Q: 3 clusters Score -252902.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -252939.531250 Penalty: 826.000000
	Iteration 23Q: 3 clusters Score -252939.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -252964.046875 Penalty: 826.000000
	Iteration 24Q: 3 clusters Score -252964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -252982.500000 Penalty: 826.000000
	Iteration 25Q: 3 clusters Score -252982.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -252996.250000 Penalty: 826.000000
	Iteration 26Q: 3 clusters Score -252996.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -253013.687500 Penalty: 826.000000
	Iteration 27Q: 3 clusters Score -253013.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -253025.687500 Penalty: 826.000000
	Iteration 28Q: 3 clusters Score -253025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -253028.531250 Penalty: 826.000000
	Iteration 29Q: 3 clusters Score -253028.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -253031.171875 Penalty: 826.000000
	Iteration 30Q: 3 clusters Score -253031.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -253032.734375 Penalty: 826.000000
	Iteration 31Q: 3 clusters Score -253032.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -253034.343750 Penalty: 826.000000
	Iteration 32Q: 3 clusters Score -253034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -253034.609375 Penalty: 826.000000
	Iteration 33Q: 3 clusters Score -253034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -253034.531250 Penalty: 826.000000
	Iteration 34Q: 3 clusters Score -253034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -253035.093750 Penalty: 826.000000
	Iteration 35Q: 3 clusters Score -253035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -253035.875000 Penalty: 826.000000
	Iteration 36Q: 3 clusters Score -253035.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -253036.281250 Penalty: 826.000000
	Iteration 37Q: 3 clusters Score -253036.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -253036.734375 Penalty: 826.000000
	Iteration 38Q: 3 clusters Score -253036.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -253037.984375 Penalty: 826.000000
	Iteration 39Q: 3 clusters Score -253038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -253039.828125 Penalty: 826.000000
	Iteration 40F: 3 clusters Score -253039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -253040.390625 Penalty: 826.000000
	Iteration 41Q: 3 clusters Score -253040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -253041.218750 Penalty: 826.000000
	Iteration 42Q: 3 clusters Score -253041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -253041.281250 Penalty: 826.000000
	Iteration 43Q: 3 clusters Score -253041.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -253041.828125 Penalty: 826.000000
	Iteration 44Q: 3 clusters Score -253041.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -253041.703125 Penalty: 826.000000
	Iteration 45Q: 3 clusters Score -253041.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -253041.703125 Penalty: 826.000000
	Iteration 46F: 3 clusters Score -253041.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -45461.781250 Penalty: 337.826660
	Iteration 0F: 2 clusters Score -45461.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -44234.644531 Penalty: 675.653320
	Iteration 0F: 3 clusters Score -44234.64 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -44659.507812 Penalty: 675.653320
	Iteration 1F: 3 clusters Score -44659.51 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -44723.824219 Penalty: 675.653320
	Iteration 2F: 3 clusters Score -44723.82 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -44779.230469 Penalty: 675.653320
	Iteration 3F: 3 clusters Score -44779.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -44812.148438 Penalty: 675.653320
	Iteration 4Q: 3 clusters Score -44812.15 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -44847.140625 Penalty: 675.653320
	Iteration 5Q: 3 clusters Score -44847.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -44894.890625 Penalty: 675.653320
	Iteration 6Q: 3 clusters Score -44894.89 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -44936.593750 Penalty: 675.653320
	Iteration 7Q: 3 clusters Score -44936.59 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -44971.347656 Penalty: 675.653320
	Iteration 8Q: 3 clusters Score -44971.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -45006.773438 Penalty: 675.653320
	Iteration 9Q: 3 clusters Score -45006.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -45024.683594 Penalty: 675.653320
	Iteration 10Q: 3 clusters Score -45024.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -45035.082031 Penalty: 675.653320
	Iteration 11Q: 3 clusters Score -45035.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -45047.375000 Penalty: 675.653320
	Iteration 12Q: 3 clusters Score -45047.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -45056.515625 Penalty: 675.653320
	Iteration 13Q: 3 clusters Score -45056.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -45060.558594 Penalty: 675.653320
	Iteration 14Q: 3 clusters Score -45060.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -45065.308594 Penalty: 675.653320
	Iteration 15Q: 3 clusters Score -45065.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -45068.179688 Penalty: 675.653320
	Iteration 16Q: 3 clusters Score -45068.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -45069.914062 Penalty: 675.653320
	Iteration 17Q: 3 clusters Score -45069.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -45071.054688 Penalty: 675.653320
	Iteration 18Q: 3 clusters Score -45071.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -45074.792969 Penalty: 675.653320
	Iteration 19Q: 3 clusters Score -45074.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -45089.972656 Penalty: 675.653320
	Iteration 20F: 3 clusters Score -45089.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -45096.234375 Penalty: 675.653320
	Iteration 21Q: 3 clusters Score -45096.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -45102.371094 Penalty: 675.653320
	Iteration 22Q: 3 clusters Score -45102.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -45108.406250 Penalty: 675.653320
	Iteration 23Q: 3 clusters Score -45108.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -45117.062500 Penalty: 675.653320
	Iteration 24Q: 3 clusters Score -45117.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -45123.906250 Penalty: 675.653320
	Iteration 25Q: 3 clusters Score -45123.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -45127.507812 Penalty: 675.653320
	Iteration 26Q: 3 clusters Score -45127.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -45130.460938 Penalty: 675.653320
	Iteration 27Q: 3 clusters Score -45130.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -45131.281250 Penalty: 675.653320
	Iteration 28Q: 3 clusters Score -45131.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -45131.281250 Penalty: 675.653320
	Iteration 29F: 3 clusters Score -45131.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (335917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335917 members 
Entering Unmasked Estep 
Score: -10660528.000000 Penalty: 578.970154
	Iteration 0F: 2 clusters Score -1.066053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167752 members 
Mstep: Class 2 contains 168165 members 
Entering Unmasked Estep 
Score: -10431032.000000 Penalty: 1157.940308
	Iteration 0F: 3 clusters Score -1.043103e+07 nChanged 166033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151339 members 
Mstep: Class 2 contains 184578 members 
Entering Unmasked Estep 
Score: -10533756.000000 Penalty: 1157.940308
	Iteration 1F: 3 clusters Score -1.053376e+07 nChanged 13241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141682 members 
Mstep: Class 2 contains 194235 members 
Entering Unmasked Estep 
Score: -10538913.000000 Penalty: 1157.940308
	Iteration 2Q: 3 clusters Score -1.053891e+07 nChanged 17194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127752 members 
Mstep: Class 2 contains 208165 members 
Entering Unmasked Estep 
Score: -10547809.000000 Penalty: 1157.940308
	Iteration 3F: 3 clusters Score -1.054781e+07 nChanged 22246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108750 members 
Mstep: Class 2 contains 227167 members 
Entering Unmasked Estep 
Score: -10563072.000000 Penalty: 1157.940308
	Iteration 4F: 3 clusters Score -1.056307e+07 nChanged 26263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85515 members 
Mstep: Class 2 contains 250402 members 
Entering Unmasked Estep 
Score: -10585431.000000 Penalty: 1157.940308
	Iteration 5F: 3 clusters Score -1.058543e+07 nChanged 25423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62648 members 
Mstep: Class 2 contains 273269 members 
Entering Unmasked Estep 
Score: -10610212.000000 Penalty: 1157.940308
	Iteration 6F: 3 clusters Score -1.061021e+07 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 290114 members 
Entering Unmasked Estep 
Score: -10628189.000000 Penalty: 1157.940308
	Iteration 7F: 3 clusters Score -1.062819e+07 nChanged 11998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 300776 members 
Entering Unmasked Estep 
Score: -10639118.000000 Penalty: 1157.940308
	Iteration 8Q: 3 clusters Score -1.063912e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 308047 members 
Entering Unmasked Estep 
Score: -10645235.000000 Penalty: 1157.940308
	Iteration 9Q: 3 clusters Score -1.064524e+07 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 313628 members 
Entering Unmasked Estep 
Score: -10649524.000000 Penalty: 1157.940308
	Iteration 10Q: 3 clusters Score -1.064952e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 318013 members 
Entering Unmasked Estep 
Score: -10652660.000000 Penalty: 1157.940308
	Iteration 11Q: 3 clusters Score -1.065266e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 321315 members 
Entering Unmasked Estep 
Score: -10655160.000000 Penalty: 1157.940308
	Iteration 12Q: 3 clusters Score -1.065516e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 323786 members 
Entering Unmasked Estep 
Score: -10656850.000000 Penalty: 1157.940308
	Iteration 13Q: 3 clusters Score -1.065685e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 325610 members 
Entering Unmasked Estep 
Score: -10658036.000000 Penalty: 1157.940308
	Iteration 14Q: 3 clusters Score -1.065804e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 327008 members 
Entering Unmasked Estep 
Score: -10658829.000000 Penalty: 1157.940308
	Iteration 15Q: 3 clusters Score -1.065883e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 328107 members 
Entering Unmasked Estep 
Score: -10659371.000000 Penalty: 1157.940308
	Iteration 16Q: 3 clusters Score -1.065937e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 329008 members 
Entering Unmasked Estep 
Score: -10659751.000000 Penalty: 1157.940308
	Iteration 17Q: 3 clusters Score -1.065975e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 329719 members 
Entering Unmasked Estep 
Score: -10659987.000000 Penalty: 1157.940308
	Iteration 18Q: 3 clusters Score -1.065999e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 330256 members 
Entering Unmasked Estep 
Score: -10660146.000000 Penalty: 1157.940308
	Iteration 19Q: 3 clusters Score -1.066015e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 330682 members 
Entering Unmasked Estep 
Score: -10660288.000000 Penalty: 1157.940308
	Iteration 20F: 3 clusters Score -1.066029e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 331043 members 
Entering Unmasked Estep 
Score: -10660331.000000 Penalty: 1157.940308
	Iteration 21Q: 3 clusters Score -1.066033e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 331328 members 
Entering Unmasked Estep 
Score: -10660402.000000 Penalty: 1157.940308
	Iteration 22Q: 3 clusters Score -1.06604e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 331595 members 
Entering Unmasked Estep 
Score: -10660425.000000 Penalty: 1157.940308
	Iteration 23Q: 3 clusters Score -1.066042e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 331807 members 
Entering Unmasked Estep 
Score: -10660448.000000 Penalty: 1157.940308
	Iteration 24Q: 3 clusters Score -1.066045e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 331976 members 
Entering Unmasked Estep 
Score: -10660453.000000 Penalty: 1157.940308
	Iteration 25Q: 3 clusters Score -1.066045e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 332106 members 
Entering Unmasked Estep 
Score: -10660485.000000 Penalty: 1157.940308
	Iteration 26Q: 3 clusters Score -1.066048e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 332215 members 
Entering Unmasked Estep 
Score: -10660504.000000 Penalty: 1157.940308
	Iteration 27Q: 3 clusters Score -1.06605e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 332322 members 
Entering Unmasked Estep 
Score: -10660506.000000 Penalty: 1157.940308
	Iteration 28Q: 3 clusters Score -1.066051e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 332416 members 
Entering Unmasked Estep 
Score: -10660504.000000 Penalty: 1157.940308
	Iteration 29Q: 3 clusters Score -1.06605e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 332503 members 
Entering Unmasked Estep 
Score: -10660521.000000 Penalty: 1157.940308
	Iteration 30Q: 3 clusters Score -1.066052e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 332570 members 
Entering Unmasked Estep 
Score: -10660491.000000 Penalty: 1157.940308
	Iteration 31Q: 3 clusters Score -1.066049e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 332644 members 
Entering Unmasked Estep 
Score: -10660498.000000 Penalty: 1157.940308
	Iteration 32Q: 3 clusters Score -1.06605e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 332704 members 
Entering Unmasked Estep 
Score: -10660518.000000 Penalty: 1157.940308
	Iteration 33Q: 3 clusters Score -1.066052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 332747 members 
Entering Unmasked Estep 
Score: -10660540.000000 Penalty: 1157.940308
	Iteration 34Q: 3 clusters Score -1.066054e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 332783 members 
Entering Unmasked Estep 
Score: -10660532.000000 Penalty: 1157.940308
	Iteration 35Q: 3 clusters Score -1.066053e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 332814 members 
Entering Unmasked Estep 
Score: -10660519.000000 Penalty: 1157.940308
	Iteration 36Q: 3 clusters Score -1.066052e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 332849 members 
Entering Unmasked Estep 
Score: -10660500.000000 Penalty: 1157.940308
	Iteration 37Q: 3 clusters Score -1.06605e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 332880 members 
Entering Unmasked Estep 
Score: -10660513.000000 Penalty: 1157.940308
	Iteration 38Q: 3 clusters Score -1.066051e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 332909 members 
Entering Unmasked Estep 
Score: -10660518.000000 Penalty: 1157.940308
	Iteration 39Q: 3 clusters Score -1.066052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 332930 members 
Entering Unmasked Estep 
Score: -10660527.000000 Penalty: 1157.940308
	Iteration 40F: 3 clusters Score -1.066053e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 332952 members 
Entering Unmasked Estep 
Score: -10660526.000000 Penalty: 1157.940308
	Iteration 41Q: 3 clusters Score -1.066053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 332971 members 
Entering Unmasked Estep 
Score: -10660542.000000 Penalty: 1157.940308
	Iteration 42Q: 3 clusters Score -1.066054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 332985 members 
Entering Unmasked Estep 
Score: -10660534.000000 Penalty: 1157.940308
	Iteration 43Q: 3 clusters Score -1.066053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 332997 members 
Entering Unmasked Estep 
Score: -10660533.000000 Penalty: 1157.940308
	Iteration 44Q: 3 clusters Score -1.066053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 333009 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 1157.940308
	Iteration 45Q: 3 clusters Score -1.066055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 333019 members 
Entering Unmasked Estep 
Score: -10660543.000000 Penalty: 1157.940308
	Iteration 46Q: 3 clusters Score -1.066054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 333029 members 
Entering Unmasked Estep 
Score: -10660542.000000 Penalty: 1157.940308
	Iteration 47Q: 3 clusters Score -1.066054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 333034 members 
Entering Unmasked Estep 
Score: -10660542.000000 Penalty: 1157.940308
	Iteration 48Q: 3 clusters Score -1.066054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 333039 members 
Entering Unmasked Estep 
Score: -10660537.000000 Penalty: 1157.940308
	Iteration 49Q: 3 clusters Score -1.066054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 333046 members 
Entering Unmasked Estep 
Score: -10660540.000000 Penalty: 1157.940308
	Iteration 50Q: 3 clusters Score -1.066054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 333049 members 
Entering Unmasked Estep 
Score: -10660536.000000 Penalty: 1157.940308
	Iteration 51Q: 3 clusters Score -1.066054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 333053 members 
Entering Unmasked Estep 
Score: -10660532.000000 Penalty: 1157.940308
	Iteration 52Q: 3 clusters Score -1.066053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 333059 members 
Entering Unmasked Estep 
Score: -10660538.000000 Penalty: 1157.940308
	Iteration 53Q: 3 clusters Score -1.066054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 333065 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 1157.940308
	Iteration 54Q: 3 clusters Score -1.066055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 333072 members 
Entering Unmasked Estep 
Score: -10660536.000000 Penalty: 1157.940308
	Iteration 55Q: 3 clusters Score -1.066054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 333072 members 
Entering Unmasked Estep 
Score: -10660542.000000 Penalty: 1157.940308
	Iteration 56Q: 3 clusters Score -1.066054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 333076 members 
Entering Unmasked Estep 
Score: -10660543.000000 Penalty: 1157.940308
	Iteration 57Q: 3 clusters Score -1.066054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 333081 members 
Entering Unmasked Estep 
Score: -10660541.000000 Penalty: 1157.940308
	Iteration 58Q: 3 clusters Score -1.066054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 333085 members 
Entering Unmasked Estep 
Score: -10660539.000000 Penalty: 1157.940308
	Iteration 59Q: 3 clusters Score -1.066054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 333092 members 
Entering Unmasked Estep 
Score: -10660540.000000 Penalty: 1157.940308
	Iteration 60F: 3 clusters Score -1.066054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 333095 members 
Entering Unmasked Estep 
Score: -10660540.000000 Penalty: 1157.940308
	Iteration 61Q: 3 clusters Score -1.066054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 333098 members 
Entering Unmasked Estep 
Score: -10660544.000000 Penalty: 1157.940308
	Iteration 62Q: 3 clusters Score -1.066054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 333100 members 
Entering Unmasked Estep 
Score: -10660546.000000 Penalty: 1157.940308
	Iteration 63Q: 3 clusters Score -1.066055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 333102 members 
Entering Unmasked Estep 
Score: -10660544.000000 Penalty: 1157.940308
	Iteration 64Q: 3 clusters Score -1.066054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 333105 members 
Entering Unmasked Estep 
Score: -10660547.000000 Penalty: 1157.940308
	Iteration 65Q: 3 clusters Score -1.066055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 333107 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 1157.940308
	Iteration 66Q: 3 clusters Score -1.066055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 333109 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 1157.940308
	Iteration 67Q: 3 clusters Score -1.066055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 333111 members 
Entering Unmasked Estep 
Score: -10660544.000000 Penalty: 1157.940308
	Iteration 68Q: 3 clusters Score -1.066054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 333114 members 
Entering Unmasked Estep 
Score: -10660539.000000 Penalty: 1157.940308
	Iteration 69Q: 3 clusters Score -1.066054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 333115 members 
Entering Unmasked Estep 
Score: -10660544.000000 Penalty: 1157.940308
	Iteration 70Q: 3 clusters Score -1.066054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 333115 members 
Entering Unmasked Estep 
Score: -10660544.000000 Penalty: 1157.940308
	Iteration 71F: 3 clusters Score -1.066054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 333115 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 2209 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 14 contains 275047 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 16593 members 
Mstep: Class 23 contains 26409 members 
Entering Unmasked Estep 
Score: -21473514.000000 Penalty: 9825.448242
Splitting cluster 3 changes total score from -21473016.000000 to -21473514.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (25734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Entering Unmasked Estep 
Score: -768523.437500 Penalty: 462.078339
	Iteration 0F: 2 clusters Score -768523.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -751336.375000 Penalty: 924.156677
	Iteration 0F: 3 clusters Score -751336.4 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -758646.375000 Penalty: 924.156677
	Iteration 1F: 3 clusters Score -758646.4 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -759222.187500 Penalty: 924.156677
	Iteration 2F: 3 clusters Score -759222.2 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -760051.000000 Penalty: 924.156677
	Iteration 3F: 3 clusters Score -760051 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -761260.812500 Penalty: 924.156677
	Iteration 4F: 3 clusters Score -761260.8 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -762809.500000 Penalty: 924.156677
	Iteration 5F: 3 clusters Score -762809.5 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -764337.437500 Penalty: 924.156677
	Iteration 6F: 3 clusters Score -764337.4 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -765654.750000 Penalty: 924.156677
	Iteration 7F: 3 clusters Score -765654.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -766699.875000 Penalty: 924.156677
	Iteration 8Q: 3 clusters Score -766699.9 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -767386.687500 Penalty: 924.156677
	Iteration 9Q: 3 clusters Score -767386.7 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -767754.562500 Penalty: 924.156677
	Iteration 10Q: 3 clusters Score -767754.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -767947.125000 Penalty: 924.156677
	Iteration 11Q: 3 clusters Score -767947.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -768024.750000 Penalty: 924.156677
	Iteration 12Q: 3 clusters Score -768024.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -768071.812500 Penalty: 924.156677
	Iteration 13Q: 3 clusters Score -768071.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -768093.250000 Penalty: 924.156677
	Iteration 14Q: 3 clusters Score -768093.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -768106.687500 Penalty: 924.156677
	Iteration 15Q: 3 clusters Score -768106.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 25691 members 
Entering Unmasked Estep 
Score: -768113.500000 Penalty: 924.156677
	Iteration 16Q: 3 clusters Score -768113.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -768122.000000 Penalty: 924.156677
	Iteration 17Q: 3 clusters Score -768122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -768128.875000 Penalty: 924.156677
	Iteration 18Q: 3 clusters Score -768128.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -768128.875000 Penalty: 924.156677
	Iteration 19F: 3 clusters Score -768128.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -75094.046875 Penalty: 352.809387
	Iteration 0F: 2 clusters Score -75094.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -73409.023438 Penalty: 705.618774
	Iteration 0F: 3 clusters Score -73409.02 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -74136.375000 Penalty: 705.618774
	Iteration 1F: 3 clusters Score -74136.38 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -74467.351562 Penalty: 705.618774
	Iteration 2F: 3 clusters Score -74467.35 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -74744.773438 Penalty: 705.618774
	Iteration 3F: 3 clusters Score -74744.77 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -74903.351562 Penalty: 705.618774
	Iteration 4F: 3 clusters Score -74903.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74969.671875 Penalty: 705.618774
	Iteration 5Q: 3 clusters Score -74969.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74995.234375 Penalty: 705.618774
	Iteration 6Q: 3 clusters Score -74995.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -75019.890625 Penalty: 705.618774
	Iteration 7Q: 3 clusters Score -75019.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -75035.304688 Penalty: 705.618774
	Iteration 8Q: 3 clusters Score -75035.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75042.703125 Penalty: 705.618774
	Iteration 9Q: 3 clusters Score -75042.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -75048.343750 Penalty: 705.618774
	Iteration 10Q: 3 clusters Score -75048.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -75051.718750 Penalty: 705.618774
	Iteration 11Q: 3 clusters Score -75051.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75053.171875 Penalty: 705.618774
	Iteration 12Q: 3 clusters Score -75053.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -75054.062500 Penalty: 705.618774
	Iteration 13Q: 3 clusters Score -75054.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -75054.351562 Penalty: 705.618774
	Iteration 14Q: 3 clusters Score -75054.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75054.437500 Penalty: 705.618774
	Iteration 15Q: 3 clusters Score -75054.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -75054.437500 Penalty: 705.618774
	Iteration 16F: 3 clusters Score -75054.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Entering Unmasked Estep 
Score: -59068.484375 Penalty: 350.363434
	Iteration 0F: 2 clusters Score -59068.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -57522.906250 Penalty: 700.726868
	Iteration 0F: 3 clusters Score -57522.91 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -58068.074219 Penalty: 700.726868
	Iteration 1F: 3 clusters Score -58068.07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -58280.613281 Penalty: 700.726868
	Iteration 2F: 3 clusters Score -58280.61 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -58464.933594 Penalty: 700.726868
	Iteration 3F: 3 clusters Score -58464.93 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -58693.367188 Penalty: 700.726868
	Iteration 4F: 3 clusters Score -58693.37 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -58931.144531 Penalty: 700.726868
	Iteration 5F: 3 clusters Score -58931.14 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -59090.203125 Penalty: 700.726868
	Iteration 6F: 3 clusters Score -59090.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -59152.878906 Penalty: 700.726868
	Iteration 7Q: 3 clusters Score -59152.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -59169.292969 Penalty: 700.726868
	Iteration 8Q: 3 clusters Score -59169.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -59176.519531 Penalty: 700.726868
	Iteration 9Q: 3 clusters Score -59176.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -59178.121094 Penalty: 700.726868
	Iteration 10Q: 3 clusters Score -59178.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -59179.257812 Penalty: 700.726868
	Iteration 11Q: 3 clusters Score -59179.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -59179.632812 Penalty: 700.726868
	Iteration 12Q: 3 clusters Score -59179.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -59179.804688 Penalty: 700.726868
	Iteration 13Q: 3 clusters Score -59179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -59179.804688 Penalty: 700.726868
	Iteration 14F: 3 clusters Score -59179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 333115 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 14 contains 275047 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 16593 members 
Mstep: Class 23 contains 26409 members 
Entering Unmasked Estep 
Score: -21473364.000000 Penalty: 10439.538086
Splitting cluster 7 changes total score from -21473016.000000 to -21473364.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 8 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -23939.960938 Penalty: 302.292419
	Iteration 0F: 2 clusters Score -23939.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -23285.839844 Penalty: 604.584839
	Iteration 0F: 3 clusters Score -23285.84 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -23484.154297 Penalty: 604.584839
	Iteration 1F: 3 clusters Score -23484.15 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -23523.269531 Penalty: 604.584839
	Iteration 2F: 3 clusters Score -23523.27 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23548.789062 Penalty: 604.584839
	Iteration 3F: 3 clusters Score -23548.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23562.847656 Penalty: 604.584839
	Iteration 4Q: 3 clusters Score -23562.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23572.378906 Penalty: 604.584839
	Iteration 5Q: 3 clusters Score -23572.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23580.943359 Penalty: 604.584839
	Iteration 6Q: 3 clusters Score -23580.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -23588.556641 Penalty: 604.584839
	Iteration 7Q: 3 clusters Score -23588.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -23599.080078 Penalty: 604.584839
	Iteration 8Q: 3 clusters Score -23599.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23612.273438 Penalty: 604.584839
	Iteration 9Q: 3 clusters Score -23612.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -23622.099609 Penalty: 604.584839
	Iteration 10Q: 3 clusters Score -23622.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23635.689453 Penalty: 604.584839
	Iteration 11Q: 3 clusters Score -23635.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23641.910156 Penalty: 604.584839
	Iteration 12Q: 3 clusters Score -23641.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23646.230469 Penalty: 604.584839
	Iteration 13Q: 3 clusters Score -23646.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23651.333984 Penalty: 604.584839
	Iteration 14Q: 3 clusters Score -23651.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23654.349609 Penalty: 604.584839
	Iteration 15Q: 3 clusters Score -23654.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23655.886719 Penalty: 604.584839
	Iteration 16Q: 3 clusters Score -23655.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23656.412109 Penalty: 604.584839
	Iteration 17Q: 3 clusters Score -23656.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -23656.630859 Penalty: 604.584839
	Iteration 18Q: 3 clusters Score -23656.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23656.994141 Penalty: 604.584839
	Iteration 19Q: 3 clusters Score -23656.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23657.289062 Penalty: 604.584839
	Iteration 20F: 3 clusters Score -23657.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -23657.677734 Penalty: 604.584839
	Iteration 21Q: 3 clusters Score -23657.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -23658.242188 Penalty: 604.584839
	Iteration 22Q: 3 clusters Score -23658.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -23658.865234 Penalty: 604.584839
	Iteration 23Q: 3 clusters Score -23658.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23659.921875 Penalty: 604.584839
	Iteration 24Q: 3 clusters Score -23659.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -23661.642578 Penalty: 604.584839
	Iteration 25Q: 3 clusters Score -23661.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23663.582031 Penalty: 604.584839
	Iteration 26Q: 3 clusters Score -23663.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23665.478516 Penalty: 604.584839
	Iteration 27Q: 3 clusters Score -23665.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -23666.410156 Penalty: 604.584839
	Iteration 28Q: 3 clusters Score -23666.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23667.285156 Penalty: 604.584839
	Iteration 29Q: 3 clusters Score -23667.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -23667.285156 Penalty: 604.584839
	Iteration 30F: 3 clusters Score -23667.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -96017.890625 Penalty: 367.721191
	Iteration 0F: 2 clusters Score -96017.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -93772.562500 Penalty: 735.442383
	Iteration 0F: 3 clusters Score -93772.56 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -94534.320312 Penalty: 735.442383
	Iteration 1F: 3 clusters Score -94534.32 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -94603.453125 Penalty: 735.442383
	Iteration 2F: 3 clusters Score -94603.45 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -94648.882812 Penalty: 735.442383
	Iteration 3Q: 3 clusters Score -94648.88 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -94685.546875 Penalty: 735.442383
	Iteration 4Q: 3 clusters Score -94685.55 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -94739.078125 Penalty: 735.442383
	Iteration 5Q: 3 clusters Score -94739.08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -94837.179688 Penalty: 735.442383
	Iteration 6Q: 3 clusters Score -94837.18 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -94952.437500 Penalty: 735.442383
	Iteration 7Q: 3 clusters Score -94952.44 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -95083.234375 Penalty: 735.442383
	Iteration 8Q: 3 clusters Score -95083.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -95205.734375 Penalty: 735.442383
	Iteration 9Q: 3 clusters Score -95205.73 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -95330.375000 Penalty: 735.442383
	Iteration 10Q: 3 clusters Score -95330.38 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -95418.187500 Penalty: 735.442383
	Iteration 11Q: 3 clusters Score -95418.19 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -95477.570312 Penalty: 735.442383
	Iteration 12Q: 3 clusters Score -95477.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -95526.484375 Penalty: 735.442383
	Iteration 13Q: 3 clusters Score -95526.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -95559.484375 Penalty: 735.442383
	Iteration 14Q: 3 clusters Score -95559.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -95587.140625 Penalty: 735.442383
	Iteration 15Q: 3 clusters Score -95587.14 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -95612.984375 Penalty: 735.442383
	Iteration 16Q: 3 clusters Score -95612.98 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -95627.695312 Penalty: 735.442383
	Iteration 17Q: 3 clusters Score -95627.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -95637.898438 Penalty: 735.442383
	Iteration 18Q: 3 clusters Score -95637.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -95647.609375 Penalty: 735.442383
	Iteration 19Q: 3 clusters Score -95647.61 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -95653.210938 Penalty: 735.442383
	Iteration 20F: 3 clusters Score -95653.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -95659.734375 Penalty: 735.442383
	Iteration 21Q: 3 clusters Score -95659.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -95666.382812 Penalty: 735.442383
	Iteration 22Q: 3 clusters Score -95666.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -95673.179688 Penalty: 735.442383
	Iteration 23Q: 3 clusters Score -95673.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -95677.054688 Penalty: 735.442383
	Iteration 24Q: 3 clusters Score -95677.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -95680.351562 Penalty: 735.442383
	Iteration 25Q: 3 clusters Score -95680.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -95684.953125 Penalty: 735.442383
	Iteration 26Q: 3 clusters Score -95684.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -95687.664062 Penalty: 735.442383
	Iteration 27Q: 3 clusters Score -95687.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -95690.398438 Penalty: 735.442383
	Iteration 28Q: 3 clusters Score -95690.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -95692.953125 Penalty: 735.442383
	Iteration 29Q: 3 clusters Score -95692.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -95695.492188 Penalty: 735.442383
	Iteration 30Q: 3 clusters Score -95695.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -95697.742188 Penalty: 735.442383
	Iteration 31Q: 3 clusters Score -95697.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -95698.742188 Penalty: 735.442383
	Iteration 32Q: 3 clusters Score -95698.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -95699.617188 Penalty: 735.442383
	Iteration 33Q: 3 clusters Score -95699.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -95701.093750 Penalty: 735.442383
	Iteration 34Q: 3 clusters Score -95701.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -95702.726562 Penalty: 735.442383
	Iteration 35Q: 3 clusters Score -95702.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -95703.937500 Penalty: 735.442383
	Iteration 36Q: 3 clusters Score -95703.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -95704.789062 Penalty: 735.442383
	Iteration 37Q: 3 clusters Score -95704.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -95705.531250 Penalty: 735.442383
	Iteration 38Q: 3 clusters Score -95705.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -95706.335938 Penalty: 735.442383
	Iteration 39Q: 3 clusters Score -95706.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -95707.265625 Penalty: 735.442383
	Iteration 40F: 3 clusters Score -95707.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -95708.546875 Penalty: 735.442383
	Iteration 41Q: 3 clusters Score -95708.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -95710.148438 Penalty: 735.442383
	Iteration 42Q: 3 clusters Score -95710.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -95711.804688 Penalty: 735.442383
	Iteration 43Q: 3 clusters Score -95711.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -95712.820312 Penalty: 735.442383
	Iteration 44Q: 3 clusters Score -95712.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -95714.460938 Penalty: 735.442383
	Iteration 45Q: 3 clusters Score -95714.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -95715.906250 Penalty: 735.442383
	Iteration 46Q: 3 clusters Score -95715.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -95717.226562 Penalty: 735.442383
	Iteration 47Q: 3 clusters Score -95717.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -95718.773438 Penalty: 735.442383
	Iteration 48Q: 3 clusters Score -95718.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -95719.351562 Penalty: 735.442383
	Iteration 49Q: 3 clusters Score -95719.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -95719.617188 Penalty: 735.442383
	Iteration 50Q: 3 clusters Score -95719.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -95719.820312 Penalty: 735.442383
	Iteration 51Q: 3 clusters Score -95719.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -95719.820312 Penalty: 735.442383
	Iteration 52F: 3 clusters Score -95719.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -100155.414062 Penalty: 366.697083
	Iteration 0F: 2 clusters Score -100155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -97937.054688 Penalty: 733.394165
	Iteration 0F: 3 clusters Score -97937.05 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -98687.734375 Penalty: 733.394165
	Iteration 1F: 3 clusters Score -98687.73 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -98805.351562 Penalty: 733.394165
	Iteration 2F: 3 clusters Score -98805.35 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -98935.156250 Penalty: 733.394165
	Iteration 3F: 3 clusters Score -98935.16 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -99075.851562 Penalty: 733.394165
	Iteration 4F: 3 clusters Score -99075.85 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -99218.679688 Penalty: 733.394165
	Iteration 5F: 3 clusters Score -99218.68 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -99373.937500 Penalty: 733.394165
	Iteration 6F: 3 clusters Score -99373.94 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -99475.312500 Penalty: 733.394165
	Iteration 7F: 3 clusters Score -99475.31 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -99542.625000 Penalty: 733.394165
	Iteration 8Q: 3 clusters Score -99542.62 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -99590.367188 Penalty: 733.394165
	Iteration 9Q: 3 clusters Score -99590.37 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -99630.070312 Penalty: 733.394165
	Iteration 10Q: 3 clusters Score -99630.07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -99660.742188 Penalty: 733.394165
	Iteration 11Q: 3 clusters Score -99660.74 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -99678.796875 Penalty: 733.394165
	Iteration 12Q: 3 clusters Score -99678.8 nChanged 46
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: -99692.750000 Penalty: 733.394165
	Iteration 13Q: 3 clusters Score -99692.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -99701.156250 Penalty: 733.394165
	Iteration 14Q: 3 clusters Score -99701.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -99708.257812 Penalty: 733.394165
	Iteration 15Q: 3 clusters Score -99708.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -99715.375000 Penalty: 733.394165
	Iteration 16Q: 3 clusters Score -99715.38 nChanged 20
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: -99722.656250 Penalty: 733.394165
	Iteration 17Q: 3 clusters Score -99722.66 nChanged 12
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: -99726.312500 Penalty: 733.394165
	Iteration 18Q: 3 clusters Score -99726.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -99728.250000 Penalty: 733.394165
	Iteration 19Q: 3 clusters Score -99728.25 nChanged 11
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: -99730.453125 Penalty: 733.394165
	Iteration 20F: 3 clusters Score -99730.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -99734.328125 Penalty: 733.394165
	Iteration 21Q: 3 clusters Score -99734.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -99738.031250 Penalty: 733.394165
	Iteration 22Q: 3 clusters Score -99738.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -99741.992188 Penalty: 733.394165
	Iteration 23Q: 3 clusters Score -99741.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -99745.117188 Penalty: 733.394165
	Iteration 24Q: 3 clusters Score -99745.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -99746.109375 Penalty: 733.394165
	Iteration 25Q: 3 clusters Score -99746.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -99746.546875 Penalty: 733.394165
	Iteration 26Q: 3 clusters Score -99746.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -99746.929688 Penalty: 733.394165
	Iteration 27Q: 3 clusters Score -99746.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -99747.601562 Penalty: 733.394165
	Iteration 28Q: 3 clusters Score -99747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -99748.390625 Penalty: 733.394165
	Iteration 29Q: 3 clusters Score -99748.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99748.640625 Penalty: 733.394165
	Iteration 30Q: 3 clusters Score -99748.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -99749.062500 Penalty: 733.394165
	Iteration 31Q: 3 clusters Score -99749.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -99749.531250 Penalty: 733.394165
	Iteration 32Q: 3 clusters Score -99749.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -99749.500000 Penalty: 733.394165
	Iteration 33Q: 3 clusters Score -99749.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -99749.687500 Penalty: 733.394165
	Iteration 34Q: 3 clusters Score -99749.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -99749.953125 Penalty: 733.394165
	Iteration 35Q: 3 clusters Score -99749.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99750.796875 Penalty: 733.394165
	Iteration 36Q: 3 clusters Score -99750.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -99751.281250 Penalty: 733.394165
	Iteration 37Q: 3 clusters Score -99751.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -99751.398438 Penalty: 733.394165
	Iteration 38Q: 3 clusters Score -99751.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99751.484375 Penalty: 733.394165
	Iteration 39Q: 3 clusters Score -99751.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99752.125000 Penalty: 733.394165
	Iteration 40F: 3 clusters Score -99752.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99752.328125 Penalty: 733.394165
	Iteration 41Q: 3 clusters Score -99752.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -99752.937500 Penalty: 733.394165
	Iteration 42Q: 3 clusters Score -99752.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -99753.242188 Penalty: 733.394165
	Iteration 43Q: 3 clusters Score -99753.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -99754.523438 Penalty: 733.394165
	Iteration 44Q: 3 clusters Score -99754.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -99755.640625 Penalty: 733.394165
	Iteration 45Q: 3 clusters Score -99755.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99756.945312 Penalty: 733.394165
	Iteration 46Q: 3 clusters Score -99756.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99758.710938 Penalty: 733.394165
	Iteration 47Q: 3 clusters Score -99758.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99759.648438 Penalty: 733.394165
	Iteration 48Q: 3 clusters Score -99759.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99762.164062 Penalty: 733.394165
	Iteration 49Q: 3 clusters Score -99762.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -99764.960938 Penalty: 733.394165
	Iteration 50Q: 3 clusters Score -99764.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -99767.007812 Penalty: 733.394165
	Iteration 51Q: 3 clusters Score -99767.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99768.531250 Penalty: 733.394165
	Iteration 52Q: 3 clusters Score -99768.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99771.289062 Penalty: 733.394165
	Iteration 53Q: 3 clusters Score -99771.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99773.734375 Penalty: 733.394165
	Iteration 54Q: 3 clusters Score -99773.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99774.554688 Penalty: 733.394165
	Iteration 55Q: 3 clusters Score -99774.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -99775.500000 Penalty: 733.394165
	Iteration 56Q: 3 clusters Score -99775.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -99776.265625 Penalty: 733.394165
	Iteration 57Q: 3 clusters Score -99776.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99776.828125 Penalty: 733.394165
	Iteration 58Q: 3 clusters Score -99776.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -99776.875000 Penalty: 733.394165
	Iteration 59Q: 3 clusters Score -99776.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -99777.031250 Penalty: 733.394165
	Iteration 60F: 3 clusters Score -99777.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (275047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275047 members 
Entering Unmasked Estep 
Score: -8161844.000000 Penalty: 569.873718
	Iteration 0F: 2 clusters Score -8161844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137547 members 
Mstep: Class 2 contains 137500 members 
Entering Unmasked Estep 
Score: -7974821.500000 Penalty: 1139.747437
	Iteration 0F: 3 clusters Score -7974822 nChanged 135579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143458 members 
Mstep: Class 2 contains 131589 members 
Entering Unmasked Estep 
Score: -8062027.000000 Penalty: 1139.747437
	Iteration 1F: 3 clusters Score -8062027 nChanged 14286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145064 members 
Mstep: Class 2 contains 129983 members 
Entering Unmasked Estep 
Score: -8068873.000000 Penalty: 1139.747437
	Iteration 2F: 3 clusters Score -8068873 nChanged 16497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146087 members 
Mstep: Class 2 contains 128960 members 
Entering Unmasked Estep 
Score: -8079516.500000 Penalty: 1139.747437
	Iteration 3F: 3 clusters Score -8079516 nChanged 19252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146859 members 
Mstep: Class 2 contains 128188 members 
Entering Unmasked Estep 
Score: -8094814.500000 Penalty: 1139.747437
	Iteration 4F: 3 clusters Score -8094814 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 126997 members 
Entering Unmasked Estep 
Score: -8111376.000000 Penalty: 1139.747437
	Iteration 5F: 3 clusters Score -8111376 nChanged 18382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150738 members 
Mstep: Class 2 contains 124309 members 
Entering Unmasked Estep 
Score: -8124928.000000 Penalty: 1139.747437
	Iteration 6F: 3 clusters Score -8124928 nChanged 14000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -8133308.000000 Penalty: 1139.747437
	Iteration 7F: 3 clusters Score -8133308 nChanged 9727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 116264 members 
Entering Unmasked Estep 
Score: -8138134.500000 Penalty: 1139.747437
	Iteration 8Q: 3 clusters Score -8138134 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 111686 members 
Entering Unmasked Estep 
Score: -8141338.000000 Penalty: 1139.747437
	Iteration 9Q: 3 clusters Score -8141338 nChanged 6096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168157 members 
Mstep: Class 2 contains 106890 members 
Entering Unmasked Estep 
Score: -8144364.500000 Penalty: 1139.747437
	Iteration 10Q: 3 clusters Score -8144364 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173142 members 
Mstep: Class 2 contains 101905 members 
Entering Unmasked Estep 
Score: -8147175.000000 Penalty: 1139.747437
	Iteration 11Q: 3 clusters Score -8147175 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178211 members 
Mstep: Class 2 contains 96836 members 
Entering Unmasked Estep 
Score: -8150105.500000 Penalty: 1139.747437
	Iteration 12Q: 3 clusters Score -8150106 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183465 members 
Mstep: Class 2 contains 91582 members 
Entering Unmasked Estep 
Score: -8153142.000000 Penalty: 1139.747437
	Iteration 13Q: 3 clusters Score -8153142 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188644 members 
Mstep: Class 2 contains 86403 members 
Entering Unmasked Estep 
Score: -8156073.500000 Penalty: 1139.747437
	Iteration 14Q: 3 clusters Score -8156074 nChanged 5235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193645 members 
Mstep: Class 2 contains 81402 members 
Entering Unmasked Estep 
Score: -8158790.000000 Penalty: 1139.747437
	Iteration 15Q: 3 clusters Score -8158790 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198409 members 
Mstep: Class 2 contains 76638 members 
Entering Unmasked Estep 
Score: -8161074.000000 Penalty: 1139.747437
	Iteration 16Q: 3 clusters Score -8161074 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202791 members 
Mstep: Class 2 contains 72256 members 
Entering Unmasked Estep 
Score: -8162965.000000 Penalty: 1139.747437
	Iteration 17Q: 3 clusters Score -8162965 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206792 members 
Mstep: Class 2 contains 68255 members 
Entering Unmasked Estep 
Score: -8164519.500000 Penalty: 1139.747437
	Iteration 18Q: 3 clusters Score -8164520 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210433 members 
Mstep: Class 2 contains 64614 members 
Entering Unmasked Estep 
Score: -8165760.000000 Penalty: 1139.747437
	Iteration 19Q: 3 clusters Score -8165760 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213617 members 
Mstep: Class 2 contains 61430 members 
Entering Unmasked Estep 
Score: -8166672.000000 Penalty: 1139.747437
	Iteration 20F: 3 clusters Score -8166672 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216486 members 
Mstep: Class 2 contains 58561 members 
Entering Unmasked Estep 
Score: -8167492.500000 Penalty: 1139.747437
	Iteration 21Q: 3 clusters Score -8167492 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219041 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -8168066.500000 Penalty: 1139.747437
	Iteration 22Q: 3 clusters Score -8168066 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221242 members 
Mstep: Class 2 contains 53805 members 
Entering Unmasked Estep 
Score: -8168437.000000 Penalty: 1139.747437
	Iteration 23Q: 3 clusters Score -8168437 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223157 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -8168865.000000 Penalty: 1139.747437
	Iteration 24Q: 3 clusters Score -8168865 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224834 members 
Mstep: Class 2 contains 50213 members 
Entering Unmasked Estep 
Score: -8169151.000000 Penalty: 1139.747437
	Iteration 25Q: 3 clusters Score -8169151 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226311 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -8169366.000000 Penalty: 1139.747437
	Iteration 26Q: 3 clusters Score -8169366 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227604 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -8169475.000000 Penalty: 1139.747437
	Iteration 27Q: 3 clusters Score -8169475 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228743 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8169611.500000 Penalty: 1139.747437
	Iteration 28Q: 3 clusters Score -8169612 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229729 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8169746.000000 Penalty: 1139.747437
	Iteration 29Q: 3 clusters Score -8169746 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230585 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -8169832.000000 Penalty: 1139.747437
	Iteration 30Q: 3 clusters Score -8169832 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231299 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8169864.500000 Penalty: 1139.747437
	Iteration 31Q: 3 clusters Score -8169864 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231919 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8169907.500000 Penalty: 1139.747437
	Iteration 32Q: 3 clusters Score -8169908 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232467 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8169949.500000 Penalty: 1139.747437
	Iteration 33Q: 3 clusters Score -8169950 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232951 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -8169974.000000 Penalty: 1139.747437
	Iteration 34Q: 3 clusters Score -8169974 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233422 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -8170046.000000 Penalty: 1139.747437
	Iteration 35Q: 3 clusters Score -8170046 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233840 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -8170012.000000 Penalty: 1139.747437
	Iteration 36Q: 3 clusters Score -8170012 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234218 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -8170021.500000 Penalty: 1139.747437
	Iteration 37Q: 3 clusters Score -8170022 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234565 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -8170066.500000 Penalty: 1139.747437
	Iteration 38Q: 3 clusters Score -8170066 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234878 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -8170069.000000 Penalty: 1139.747437
	Iteration 39Q: 3 clusters Score -8170069 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235191 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -8170074.500000 Penalty: 1139.747437
	Iteration 40F: 3 clusters Score -8170074 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235480 members 
Mstep: Class 2 contains 39567 members 
Entering Unmasked Estep 
Score: -8170120.000000 Penalty: 1139.747437
	Iteration 41Q: 3 clusters Score -8170120 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235721 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -8170105.000000 Penalty: 1139.747437
	Iteration 42Q: 3 clusters Score -8170105 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235936 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8170118.500000 Penalty: 1139.747437
	Iteration 43Q: 3 clusters Score -8170118 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236121 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8170132.000000 Penalty: 1139.747437
	Iteration 44Q: 3 clusters Score -8170132 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236271 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8170119.000000 Penalty: 1139.747437
	Iteration 45Q: 3 clusters Score -8170119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236410 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -8170116.000000 Penalty: 1139.747437
	Iteration 46Q: 3 clusters Score -8170116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236533 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -8170098.500000 Penalty: 1139.747437
	Iteration 47Q: 3 clusters Score -8170098 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236635 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -8170099.000000 Penalty: 1139.747437
	Iteration 48Q: 3 clusters Score -8170099 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236724 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -8170116.500000 Penalty: 1139.747437
	Iteration 49Q: 3 clusters Score -8170116 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236799 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
Score: -8170121.500000 Penalty: 1139.747437
	Iteration 50Q: 3 clusters Score -8170122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236883 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8170137.500000 Penalty: 1139.747437
	Iteration 51Q: 3 clusters Score -8170138 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236960 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -8170140.000000 Penalty: 1139.747437
	Iteration 52Q: 3 clusters Score -8170140 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237037 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
Score: -8170135.000000 Penalty: 1139.747437
	Iteration 53Q: 3 clusters Score -8170135 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237107 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -8170125.500000 Penalty: 1139.747437
	Iteration 54Q: 3 clusters Score -8170126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237169 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -8170139.000000 Penalty: 1139.747437
	Iteration 55Q: 3 clusters Score -8170139 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237230 members 
Mstep: Class 2 contains 37817 members 
Entering Unmasked Estep 
Score: -8170120.500000 Penalty: 1139.747437
	Iteration 56Q: 3 clusters Score -8170120 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237303 members 
Mstep: Class 2 contains 37744 members 
Entering Unmasked Estep 
Score: -8170123.000000 Penalty: 1139.747437
	Iteration 57Q: 3 clusters Score -8170123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237380 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -8170132.500000 Penalty: 1139.747437
	Iteration 58Q: 3 clusters Score -8170132 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237446 members 
Mstep: Class 2 contains 37601 members 
Entering Unmasked Estep 
Score: -8170126.000000 Penalty: 1139.747437
	Iteration 59Q: 3 clusters Score -8170126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237498 members 
Mstep: Class 2 contains 37549 members 
Entering Unmasked Estep 
Score: -8170118.000000 Penalty: 1139.747437
	Iteration 60F: 3 clusters Score -8170118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237536 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -8170108.000000 Penalty: 1139.747437
	Iteration 61Q: 3 clusters Score -8170108 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237570 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -8170096.500000 Penalty: 1139.747437
	Iteration 62Q: 3 clusters Score -8170096 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237596 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -8170092.500000 Penalty: 1139.747437
	Iteration 63Q: 3 clusters Score -8170092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237619 members 
Mstep: Class 2 contains 37428 members 
Entering Unmasked Estep 
Score: -8170097.500000 Penalty: 1139.747437
	Iteration 64Q: 3 clusters Score -8170098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237639 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -8170080.000000 Penalty: 1139.747437
	Iteration 65Q: 3 clusters Score -8170080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237659 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -8170085.500000 Penalty: 1139.747437
	Iteration 66Q: 3 clusters Score -8170086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237670 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8170073.000000 Penalty: 1139.747437
	Iteration 67Q: 3 clusters Score -8170073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237677 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -8170079.500000 Penalty: 1139.747437
	Iteration 68Q: 3 clusters Score -8170080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237688 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8170073.000000 Penalty: 1139.747437
	Iteration 69Q: 3 clusters Score -8170073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237697 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -8170078.000000 Penalty: 1139.747437
	Iteration 70Q: 3 clusters Score -8170078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237704 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -8170073.500000 Penalty: 1139.747437
	Iteration 71Q: 3 clusters Score -8170074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237711 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -8170082.000000 Penalty: 1139.747437
	Iteration 72Q: 3 clusters Score -8170082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237719 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -8170080.500000 Penalty: 1139.747437
	Iteration 73Q: 3 clusters Score -8170080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237725 members 
Mstep: Class 2 contains 37322 members 
Entering Unmasked Estep 
Score: -8170079.000000 Penalty: 1139.747437
	Iteration 74Q: 3 clusters Score -8170079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237733 members 
Mstep: Class 2 contains 37314 members 
Entering Unmasked Estep 
Score: -8170074.500000 Penalty: 1139.747437
	Iteration 75Q: 3 clusters Score -8170074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237739 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -8170073.500000 Penalty: 1139.747437
	Iteration 76Q: 3 clusters Score -8170074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237747 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -8170075.000000 Penalty: 1139.747437
	Iteration 77Q: 3 clusters Score -8170075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237757 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -8170078.500000 Penalty: 1139.747437
	Iteration 78Q: 3 clusters Score -8170078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237764 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -8170078.000000 Penalty: 1139.747437
	Iteration 79Q: 3 clusters Score -8170078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237769 members 
Mstep: Class 2 contains 37278 members 
Entering Unmasked Estep 
Score: -8170068.500000 Penalty: 1139.747437
	Iteration 80F: 3 clusters Score -8170068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237774 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -8170075.000000 Penalty: 1139.747437
	Iteration 81Q: 3 clusters Score -8170075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237780 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -8170073.500000 Penalty: 1139.747437
	Iteration 82Q: 3 clusters Score -8170074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237783 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -8170072.500000 Penalty: 1139.747437
	Iteration 83Q: 3 clusters Score -8170072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237786 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -8170074.000000 Penalty: 1139.747437
	Iteration 84Q: 3 clusters Score -8170074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237790 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -8170073.500000 Penalty: 1139.747437
	Iteration 85Q: 3 clusters Score -8170074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237797 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -8170072.500000 Penalty: 1139.747437
	Iteration 86Q: 3 clusters Score -8170072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237801 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -8170075.500000 Penalty: 1139.747437
	Iteration 87Q: 3 clusters Score -8170076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237802 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8170073.000000 Penalty: 1139.747437
	Iteration 88Q: 3 clusters Score -8170073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237802 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8170073.000000 Penalty: 1139.747437
	Iteration 89F: 3 clusters Score -8170073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 4 contains 333115 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 9 contains 1754 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 11 contains 37245 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 14 contains 237802 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 16593 members 
Mstep: Class 23 contains 26409 members 
Entering Unmasked Estep 
Score: -21481496.000000 Penalty: 11053.628906
Splitting cluster 14 changes total score from -21473016.000000 to -21481496.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -87514.968750 Penalty: 359.021515
	Iteration 0F: 2 clusters Score -87514.97 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 1400 members 
Entering Unmasked Estep 
Score: -85654.804688 Penalty: 718.043030
	Iteration 0F: 3 clusters Score -85654.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -86310.250000 Penalty: 718.043030
	Iteration 1F: 3 clusters Score -86310.25 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -86436.812500 Penalty: 718.043030
	Iteration 2F: 3 clusters Score -86436.81 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -86580.875000 Penalty: 718.043030
	Iteration 3F: 3 clusters Score -86580.88 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -86734.085938 Penalty: 718.043030
	Iteration 4F: 3 clusters Score -86734.09 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -86888.281250 Penalty: 718.043030
	Iteration 5F: 3 clusters Score -86888.28 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -87015.414062 Penalty: 718.043030
	Iteration 6Q: 3 clusters Score -87015.41 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -87104.039062 Penalty: 718.043030
	Iteration 7Q: 3 clusters Score -87104.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -87156.351562 Penalty: 718.043030
	Iteration 8Q: 3 clusters Score -87156.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -87184.593750 Penalty: 718.043030
	Iteration 9Q: 3 clusters Score -87184.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -87197.085938 Penalty: 718.043030
	Iteration 10Q: 3 clusters Score -87197.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -87211.210938 Penalty: 718.043030
	Iteration 11Q: 3 clusters Score -87211.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -87214.406250 Penalty: 718.043030
	Iteration 12Q: 3 clusters Score -87214.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -87215.406250 Penalty: 718.043030
	Iteration 13Q: 3 clusters Score -87215.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -87220.476562 Penalty: 718.043030
	Iteration 14Q: 3 clusters Score -87220.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -87224.812500 Penalty: 718.043030
	Iteration 15Q: 3 clusters Score -87224.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -87232.937500 Penalty: 718.043030
	Iteration 16Q: 3 clusters Score -87232.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -87237.265625 Penalty: 718.043030
	Iteration 17Q: 3 clusters Score -87237.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -87239.656250 Penalty: 718.043030
	Iteration 18Q: 3 clusters Score -87239.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -87240.960938 Penalty: 718.043030
	Iteration 19Q: 3 clusters Score -87240.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -87241.023438 Penalty: 718.043030
	Iteration 20F: 3 clusters Score -87241.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Entering Unmasked Estep 
Score: -576422.500000 Penalty: 444.251312
	Iteration 0F: 2 clusters Score -576422.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -564809.500000 Penalty: 888.502625
	Iteration 0F: 3 clusters Score -564809.5 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -569442.875000 Penalty: 888.502625
	Iteration 1F: 3 clusters Score -569442.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -569721.937500 Penalty: 888.502625
	Iteration 2Q: 3 clusters Score -569721.9 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -570154.312500 Penalty: 888.502625
	Iteration 3Q: 3 clusters Score -570154.3 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -570823.937500 Penalty: 888.502625
	Iteration 4F: 3 clusters Score -570823.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -571808.125000 Penalty: 888.502625
	Iteration 5F: 3 clusters Score -571808.1 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -573099.562500 Penalty: 888.502625
	Iteration 6F: 3 clusters Score -573099.6 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -574134.187500 Penalty: 888.502625
	Iteration 7F: 3 clusters Score -574134.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -574606.375000 Penalty: 888.502625
	Iteration 8Q: 3 clusters Score -574606.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -574784.937500 Penalty: 888.502625
	Iteration 9Q: 3 clusters Score -574784.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -574893.687500 Penalty: 888.502625
	Iteration 10Q: 3 clusters Score -574893.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -574980.062500 Penalty: 888.502625
	Iteration 11Q: 3 clusters Score -574980.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -575039.937500 Penalty: 888.502625
	Iteration 12Q: 3 clusters Score -575039.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -575094.500000 Penalty: 888.502625
	Iteration 13Q: 3 clusters Score -575094.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -575148.625000 Penalty: 888.502625
	Iteration 14Q: 3 clusters Score -575148.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -575189.562500 Penalty: 888.502625
	Iteration 15Q: 3 clusters Score -575189.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -575224.437500 Penalty: 888.502625
	Iteration 16Q: 3 clusters Score -575224.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -575252.000000 Penalty: 888.502625
	Iteration 17Q: 3 clusters Score -575252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -575276.625000 Penalty: 888.502625
	Iteration 18Q: 3 clusters Score -575276.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -575294.187500 Penalty: 888.502625
	Iteration 19Q: 3 clusters Score -575294.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -575309.625000 Penalty: 888.502625
	Iteration 20F: 3 clusters Score -575309.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -575333.437500 Penalty: 888.502625
	Iteration 21Q: 3 clusters Score -575333.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -575353.562500 Penalty: 888.502625
	Iteration 22Q: 3 clusters Score -575353.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -575374.625000 Penalty: 888.502625
	Iteration 23Q: 3 clusters Score -575374.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -575403.687500 Penalty: 888.502625
	Iteration 24Q: 3 clusters Score -575403.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -575426.687500 Penalty: 888.502625
	Iteration 25Q: 3 clusters Score -575426.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -575440.875000 Penalty: 888.502625
	Iteration 26Q: 3 clusters Score -575440.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -575456.812500 Penalty: 888.502625
	Iteration 27Q: 3 clusters Score -575456.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -575473.000000 Penalty: 888.502625
	Iteration 28Q: 3 clusters Score -575473 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -575489.187500 Penalty: 888.502625
	Iteration 29Q: 3 clusters Score -575489.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -575505.625000 Penalty: 888.502625
	Iteration 30Q: 3 clusters Score -575505.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -575522.062500 Penalty: 888.502625
	Iteration 31Q: 3 clusters Score -575522.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -575537.562500 Penalty: 888.502625
	Iteration 32Q: 3 clusters Score -575537.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -575550.000000 Penalty: 888.502625
	Iteration 33Q: 3 clusters Score -575550 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -575562.500000 Penalty: 888.502625
	Iteration 34Q: 3 clusters Score -575562.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -575572.875000 Penalty: 888.502625
	Iteration 35Q: 3 clusters Score -575572.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -575587.312500 Penalty: 888.502625
	Iteration 36Q: 3 clusters Score -575587.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -575607.125000 Penalty: 888.502625
	Iteration 37Q: 3 clusters Score -575607.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -575628.625000 Penalty: 888.502625
	Iteration 38Q: 3 clusters Score -575628.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -575645.125000 Penalty: 888.502625
	Iteration 39Q: 3 clusters Score -575645.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -575662.875000 Penalty: 888.502625
	Iteration 40F: 3 clusters Score -575662.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -575684.687500 Penalty: 888.502625
	Iteration 41Q: 3 clusters Score -575684.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -575705.000000 Penalty: 888.502625
	Iteration 42Q: 3 clusters Score -575705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -575721.687500 Penalty: 888.502625
	Iteration 43Q: 3 clusters Score -575721.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -575735.875000 Penalty: 888.502625
	Iteration 44Q: 3 clusters Score -575735.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -575759.500000 Penalty: 888.502625
	Iteration 45Q: 3 clusters Score -575759.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -575777.687500 Penalty: 888.502625
	Iteration 46Q: 3 clusters Score -575777.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -575793.875000 Penalty: 888.502625
	Iteration 47Q: 3 clusters Score -575793.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -575808.875000 Penalty: 888.502625
	Iteration 48Q: 3 clusters Score -575808.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -575823.187500 Penalty: 888.502625
	Iteration 49Q: 3 clusters Score -575823.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -575836.312500 Penalty: 888.502625
	Iteration 50Q: 3 clusters Score -575836.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -575851.812500 Penalty: 888.502625
	Iteration 51Q: 3 clusters Score -575851.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -575861.187500 Penalty: 888.502625
	Iteration 52Q: 3 clusters Score -575861.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -575870.750000 Penalty: 888.502625
	Iteration 53Q: 3 clusters Score -575870.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -575878.375000 Penalty: 888.502625
	Iteration 54Q: 3 clusters Score -575878.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -575883.062500 Penalty: 888.502625
	Iteration 55Q: 3 clusters Score -575883.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -575891.750000 Penalty: 888.502625
	Iteration 56Q: 3 clusters Score -575891.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -575900.187500 Penalty: 888.502625
	Iteration 57Q: 3 clusters Score -575900.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -575907.937500 Penalty: 888.502625
	Iteration 58Q: 3 clusters Score -575907.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -575914.375000 Penalty: 888.502625
	Iteration 59Q: 3 clusters Score -575914.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -575923.875000 Penalty: 888.502625
	Iteration 60F: 3 clusters Score -575923.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -575931.000000 Penalty: 888.502625
	Iteration 61Q: 3 clusters Score -575931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -575936.062500 Penalty: 888.502625
	Iteration 62Q: 3 clusters Score -575936.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -575937.687500 Penalty: 888.502625
	Iteration 63Q: 3 clusters Score -575937.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -575942.187500 Penalty: 888.502625
	Iteration 64Q: 3 clusters Score -575942.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -575946.500000 Penalty: 888.502625
	Iteration 65Q: 3 clusters Score -575946.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -575949.562500 Penalty: 888.502625
	Iteration 66Q: 3 clusters Score -575949.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -575951.187500 Penalty: 888.502625
	Iteration 67Q: 3 clusters Score -575951.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -575952.250000 Penalty: 888.502625
	Iteration 68Q: 3 clusters Score -575952.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -575954.187500 Penalty: 888.502625
	Iteration 69Q: 3 clusters Score -575954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -575958.500000 Penalty: 888.502625
	Iteration 70Q: 3 clusters Score -575958.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -575964.312500 Penalty: 888.502625
	Iteration 71Q: 3 clusters Score -575964.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -575971.187500 Penalty: 888.502625
	Iteration 72Q: 3 clusters Score -575971.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -575979.437500 Penalty: 888.502625
	Iteration 73Q: 3 clusters Score -575979.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -575986.937500 Penalty: 888.502625
	Iteration 74Q: 3 clusters Score -575986.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -575991.125000 Penalty: 888.502625
	Iteration 75Q: 3 clusters Score -575991.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -575996.062500 Penalty: 888.502625
	Iteration 76Q: 3 clusters Score -575996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -575997.937500 Penalty: 888.502625
	Iteration 77Q: 3 clusters Score -575997.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -576000.375000 Penalty: 888.502625
	Iteration 78Q: 3 clusters Score -576000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -576001.937500 Penalty: 888.502625
	Iteration 79Q: 3 clusters Score -576001.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -576003.125000 Penalty: 888.502625
	Iteration 80F: 3 clusters Score -576003.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -576004.000000 Penalty: 888.502625
	Iteration 81Q: 3 clusters Score -576004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -576004.375000 Penalty: 888.502625
	Iteration 82Q: 3 clusters Score -576004.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -576005.375000 Penalty: 888.502625
	Iteration 83Q: 3 clusters Score -576005.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -576005.750000 Penalty: 888.502625
	Iteration 84Q: 3 clusters Score -576005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -576006.750000 Penalty: 888.502625
	Iteration 85Q: 3 clusters Score -576006.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -576007.687500 Penalty: 888.502625
	Iteration 86Q: 3 clusters Score -576007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -576007.062500 Penalty: 888.502625
	Iteration 87Q: 3 clusters Score -576007.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -576007.625000 Penalty: 888.502625
	Iteration 88Q: 3 clusters Score -576007.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -576008.375000 Penalty: 888.502625
	Iteration 89Q: 3 clusters Score -576008.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -576008.375000 Penalty: 888.502625
	Iteration 90F: 3 clusters Score -576008.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Entering Unmasked Estep 
Score: -175807.421875 Penalty: 386.936920
	Iteration 0F: 2 clusters Score -175807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -172394.828125 Penalty: 773.873840
	Iteration 0F: 3 clusters Score -172394.8 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -173682.734375 Penalty: 773.873840
	Iteration 1F: 3 clusters Score -173682.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -173767.531250 Penalty: 773.873840
	Iteration 2Q: 3 clusters Score -173767.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -173875.765625 Penalty: 773.873840
	Iteration 3Q: 3 clusters Score -173875.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -174031.671875 Penalty: 773.873840
	Iteration 4F: 3 clusters Score -174031.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -174237.312500 Penalty: 773.873840
	Iteration 5F: 3 clusters Score -174237.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -174497.468750 Penalty: 773.873840
	Iteration 6F: 3 clusters Score -174497.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -174719.062500 Penalty: 773.873840
	Iteration 7F: 3 clusters Score -174719.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -174846.531250 Penalty: 773.873840
	Iteration 8Q: 3 clusters Score -174846.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -174908.890625 Penalty: 773.873840
	Iteration 9Q: 3 clusters Score -174908.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -174942.765625 Penalty: 773.873840
	Iteration 10Q: 3 clusters Score -174942.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -174967.953125 Penalty: 773.873840
	Iteration 11Q: 3 clusters Score -174968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -174991.593750 Penalty: 773.873840
	Iteration 12Q: 3 clusters Score -174991.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -175010.484375 Penalty: 773.873840
	Iteration 13Q: 3 clusters Score -175010.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -175026.343750 Penalty: 773.873840
	Iteration 14Q: 3 clusters Score -175026.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -175038.390625 Penalty: 773.873840
	Iteration 15Q: 3 clusters Score -175038.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -175050.500000 Penalty: 773.873840
	Iteration 16Q: 3 clusters Score -175050.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -175065.109375 Penalty: 773.873840
	Iteration 17Q: 3 clusters Score -175065.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -175077.015625 Penalty: 773.873840
	Iteration 18Q: 3 clusters Score -175077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -175087.828125 Penalty: 773.873840
	Iteration 19Q: 3 clusters Score -175087.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -175100.781250 Penalty: 773.873840
	Iteration 20F: 3 clusters Score -175100.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -175114.140625 Penalty: 773.873840
	Iteration 21Q: 3 clusters Score -175114.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -175125.281250 Penalty: 773.873840
	Iteration 22Q: 3 clusters Score -175125.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -175135.421875 Penalty: 773.873840
	Iteration 23Q: 3 clusters Score -175135.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -175142.921875 Penalty: 773.873840
	Iteration 24Q: 3 clusters Score -175142.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -175152.750000 Penalty: 773.873840
	Iteration 25Q: 3 clusters Score -175152.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -175164.828125 Penalty: 773.873840
	Iteration 26Q: 3 clusters Score -175164.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -175174.671875 Penalty: 773.873840
	Iteration 27Q: 3 clusters Score -175174.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -175181.546875 Penalty: 773.873840
	Iteration 28Q: 3 clusters Score -175181.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -175186.484375 Penalty: 773.873840
	Iteration 29Q: 3 clusters Score -175186.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -175189.437500 Penalty: 773.873840
	Iteration 30Q: 3 clusters Score -175189.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -175194.015625 Penalty: 773.873840
	Iteration 31Q: 3 clusters Score -175194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -175199.703125 Penalty: 773.873840
	Iteration 32Q: 3 clusters Score -175199.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -175205.375000 Penalty: 773.873840
	Iteration 33Q: 3 clusters Score -175205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -175209.484375 Penalty: 773.873840
	Iteration 34Q: 3 clusters Score -175209.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -175211.296875 Penalty: 773.873840
	Iteration 35Q: 3 clusters Score -175211.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -175212.937500 Penalty: 773.873840
	Iteration 36Q: 3 clusters Score -175212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -175215.703125 Penalty: 773.873840
	Iteration 37Q: 3 clusters Score -175215.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -175220.609375 Penalty: 773.873840
	Iteration 38Q: 3 clusters Score -175220.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -175225.515625 Penalty: 773.873840
	Iteration 39Q: 3 clusters Score -175225.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -175229.296875 Penalty: 773.873840
	Iteration 40F: 3 clusters Score -175229.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -175234.781250 Penalty: 773.873840
	Iteration 41Q: 3 clusters Score -175234.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -175241.406250 Penalty: 773.873840
	Iteration 42Q: 3 clusters Score -175241.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -175248.765625 Penalty: 773.873840
	Iteration 43Q: 3 clusters Score -175248.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -175259.328125 Penalty: 773.873840
	Iteration 44Q: 3 clusters Score -175259.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -175276.578125 Penalty: 773.873840
	Iteration 45Q: 3 clusters Score -175276.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -175291.968750 Penalty: 773.873840
	Iteration 46Q: 3 clusters Score -175292 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -175311.968750 Penalty: 773.873840
	Iteration 47Q: 3 clusters Score -175312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -175326.250000 Penalty: 773.873840
	Iteration 48Q: 3 clusters Score -175326.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -175338.328125 Penalty: 773.873840
	Iteration 49Q: 3 clusters Score -175338.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -175349.593750 Penalty: 773.873840
	Iteration 50Q: 3 clusters Score -175349.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -175354.687500 Penalty: 773.873840
	Iteration 51Q: 3 clusters Score -175354.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -175356.937500 Penalty: 773.873840
	Iteration 52Q: 3 clusters Score -175356.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -175358.656250 Penalty: 773.873840
	Iteration 53Q: 3 clusters Score -175358.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -175360.203125 Penalty: 773.873840
	Iteration 54Q: 3 clusters Score -175360.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -175363.687500 Penalty: 773.873840
	Iteration 55Q: 3 clusters Score -175363.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -175367.265625 Penalty: 773.873840
	Iteration 56Q: 3 clusters Score -175367.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -175368.421875 Penalty: 773.873840
	Iteration 57Q: 3 clusters Score -175368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -175370.000000 Penalty: 773.873840
	Iteration 58Q: 3 clusters Score -175370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -175371.203125 Penalty: 773.873840
	Iteration 59Q: 3 clusters Score -175371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -175371.953125 Penalty: 773.873840
	Iteration 60F: 3 clusters Score -175372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -175372.656250 Penalty: 773.873840
	Iteration 61Q: 3 clusters Score -175372.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -175374.156250 Penalty: 773.873840
	Iteration 62Q: 3 clusters Score -175374.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -175377.734375 Penalty: 773.873840
	Iteration 63Q: 3 clusters Score -175377.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -175380.171875 Penalty: 773.873840
	Iteration 64Q: 3 clusters Score -175380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -175382.875000 Penalty: 773.873840
	Iteration 65Q: 3 clusters Score -175382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -175384.390625 Penalty: 773.873840
	Iteration 66Q: 3 clusters Score -175384.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -175386.390625 Penalty: 773.873840
	Iteration 67Q: 3 clusters Score -175386.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -175389.484375 Penalty: 773.873840
	Iteration 68Q: 3 clusters Score -175389.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -175393.203125 Penalty: 773.873840
	Iteration 69Q: 3 clusters Score -175393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -175396.421875 Penalty: 773.873840
	Iteration 70Q: 3 clusters Score -175396.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -175400.765625 Penalty: 773.873840
	Iteration 71Q: 3 clusters Score -175400.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -175403.140625 Penalty: 773.873840
	Iteration 72Q: 3 clusters Score -175403.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -175405.390625 Penalty: 773.873840
	Iteration 73Q: 3 clusters Score -175405.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -175408.093750 Penalty: 773.873840
	Iteration 74Q: 3 clusters Score -175408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -175410.062500 Penalty: 773.873840
	Iteration 75Q: 3 clusters Score -175410.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -175412.062500 Penalty: 773.873840
	Iteration 76Q: 3 clusters Score -175412.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -175414.156250 Penalty: 773.873840
	Iteration 77Q: 3 clusters Score -175414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -175415.093750 Penalty: 773.873840
	Iteration 78Q: 3 clusters Score -175415.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -175417.546875 Penalty: 773.873840
	Iteration 79Q: 3 clusters Score -175417.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -175421.937500 Penalty: 773.873840
	Iteration 80F: 3 clusters Score -175421.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -175424.734375 Penalty: 773.873840
	Iteration 81Q: 3 clusters Score -175424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -175426.890625 Penalty: 773.873840
	Iteration 82Q: 3 clusters Score -175426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -175430.171875 Penalty: 773.873840
	Iteration 83Q: 3 clusters Score -175430.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -175431.234375 Penalty: 773.873840
	Iteration 84Q: 3 clusters Score -175431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -175431.750000 Penalty: 773.873840
	Iteration 85Q: 3 clusters Score -175431.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -175432.171875 Penalty: 773.873840
	Iteration 86Q: 3 clusters Score -175432.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -175432.484375 Penalty: 773.873840
	Iteration 87Q: 3 clusters Score -175432.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -175432.750000 Penalty: 773.873840
	Iteration 88Q: 3 clusters Score -175432.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -175432.750000 Penalty: 773.873840
	Iteration 89F: 3 clusters Score -175432.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Entering Unmasked Estep 
Score: -529375.000000 Penalty: 442.111481
	Iteration 0F: 2 clusters Score -529375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -518451.593750 Penalty: 884.222961
	Iteration 0F: 3 clusters Score -518451.6 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -523237.687500 Penalty: 884.222961
	Iteration 1F: 3 clusters Score -523237.7 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -523875.687500 Penalty: 884.222961
	Iteration 2F: 3 clusters Score -523875.7 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -524731.812500 Penalty: 884.222961
	Iteration 3F: 3 clusters Score -524731.8 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -525678.937500 Penalty: 884.222961
	Iteration 4F: 3 clusters Score -525678.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -526485.625000 Penalty: 884.222961
	Iteration 5F: 3 clusters Score -526485.6 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -526914.875000 Penalty: 884.222961
	Iteration 6Q: 3 clusters Score -526914.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -527082.312500 Penalty: 884.222961
	Iteration 7Q: 3 clusters Score -527082.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -527156.875000 Penalty: 884.222961
	Iteration 8Q: 3 clusters Score -527156.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -527201.375000 Penalty: 884.222961
	Iteration 9Q: 3 clusters Score -527201.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -527238.187500 Penalty: 884.222961
	Iteration 10Q: 3 clusters Score -527238.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -527270.500000 Penalty: 884.222961
	Iteration 11Q: 3 clusters Score -527270.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -527297.437500 Penalty: 884.222961
	Iteration 12Q: 3 clusters Score -527297.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -527325.500000 Penalty: 884.222961
	Iteration 13Q: 3 clusters Score -527325.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -527352.687500 Penalty: 884.222961
	Iteration 14Q: 3 clusters Score -527352.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -527379.812500 Penalty: 884.222961
	Iteration 15Q: 3 clusters Score -527379.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -527406.312500 Penalty: 884.222961
	Iteration 16Q: 3 clusters Score -527406.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -527436.937500 Penalty: 884.222961
	Iteration 17Q: 3 clusters Score -527436.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -527465.562500 Penalty: 884.222961
	Iteration 18Q: 3 clusters Score -527465.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -527489.812500 Penalty: 884.222961
	Iteration 19Q: 3 clusters Score -527489.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -527518.250000 Penalty: 884.222961
	Iteration 20F: 3 clusters Score -527518.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -527548.500000 Penalty: 884.222961
	Iteration 21Q: 3 clusters Score -527548.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -527588.875000 Penalty: 884.222961
	Iteration 22Q: 3 clusters Score -527588.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -527627.687500 Penalty: 884.222961
	Iteration 23Q: 3 clusters Score -527627.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -527678.875000 Penalty: 884.222961
	Iteration 24Q: 3 clusters Score -527678.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -527731.250000 Penalty: 884.222961
	Iteration 25Q: 3 clusters Score -527731.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -527771.187500 Penalty: 884.222961
	Iteration 26Q: 3 clusters Score -527771.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -527807.187500 Penalty: 884.222961
	Iteration 27Q: 3 clusters Score -527807.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -527838.062500 Penalty: 884.222961
	Iteration 28Q: 3 clusters Score -527838.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -527869.625000 Penalty: 884.222961
	Iteration 29Q: 3 clusters Score -527869.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -527905.062500 Penalty: 884.222961
	Iteration 30Q: 3 clusters Score -527905.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -527931.812500 Penalty: 884.222961
	Iteration 31Q: 3 clusters Score -527931.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -527957.500000 Penalty: 884.222961
	Iteration 32Q: 3 clusters Score -527957.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -527980.875000 Penalty: 884.222961
	Iteration 33Q: 3 clusters Score -527980.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -528001.625000 Penalty: 884.222961
	Iteration 34Q: 3 clusters Score -528001.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -528021.937500 Penalty: 884.222961
	Iteration 35Q: 3 clusters Score -528021.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -528044.000000 Penalty: 884.222961
	Iteration 36Q: 3 clusters Score -528044 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -528072.625000 Penalty: 884.222961
	Iteration 37Q: 3 clusters Score -528072.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -528101.437500 Penalty: 884.222961
	Iteration 38Q: 3 clusters Score -528101.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -528129.500000 Penalty: 884.222961
	Iteration 39Q: 3 clusters Score -528129.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -528163.000000 Penalty: 884.222961
	Iteration 40F: 3 clusters Score -528163 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -528203.250000 Penalty: 884.222961
	Iteration 41Q: 3 clusters Score -528203.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -528251.250000 Penalty: 884.222961
	Iteration 42Q: 3 clusters Score -528251.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -528319.500000 Penalty: 884.222961
	Iteration 43Q: 3 clusters Score -528319.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -528381.000000 Penalty: 884.222961
	Iteration 44Q: 3 clusters Score -528381 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -528435.937500 Penalty: 884.222961
	Iteration 45Q: 3 clusters Score -528435.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -528492.312500 Penalty: 884.222961
	Iteration 46Q: 3 clusters Score -528492.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -528547.250000 Penalty: 884.222961
	Iteration 47Q: 3 clusters Score -528547.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -528603.312500 Penalty: 884.222961
	Iteration 48Q: 3 clusters Score -528603.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -528655.250000 Penalty: 884.222961
	Iteration 49Q: 3 clusters Score -528655.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -528698.437500 Penalty: 884.222961
	Iteration 50Q: 3 clusters Score -528698.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -528728.312500 Penalty: 884.222961
	Iteration 51Q: 3 clusters Score -528728.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -528757.125000 Penalty: 884.222961
	Iteration 52Q: 3 clusters Score -528757.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -528787.437500 Penalty: 884.222961
	Iteration 53Q: 3 clusters Score -528787.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -528806.687500 Penalty: 884.222961
	Iteration 54Q: 3 clusters Score -528806.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -528821.562500 Penalty: 884.222961
	Iteration 55Q: 3 clusters Score -528821.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -528837.875000 Penalty: 884.222961
	Iteration 56Q: 3 clusters Score -528837.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -528850.062500 Penalty: 884.222961
	Iteration 57Q: 3 clusters Score -528850.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15070 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -528857.875000 Penalty: 884.222961
	Iteration 58Q: 3 clusters Score -528857.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -528863.187500 Penalty: 884.222961
	Iteration 59Q: 3 clusters Score -528863.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -528867.375000 Penalty: 884.222961
	Iteration 60F: 3 clusters Score -528867.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -528869.562500 Penalty: 884.222961
	Iteration 61Q: 3 clusters Score -528869.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -528872.375000 Penalty: 884.222961
	Iteration 62Q: 3 clusters Score -528872.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -528875.062500 Penalty: 884.222961
	Iteration 63Q: 3 clusters Score -528875.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -528877.500000 Penalty: 884.222961
	Iteration 64Q: 3 clusters Score -528877.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -528877.625000 Penalty: 884.222961
	Iteration 65Q: 3 clusters Score -528877.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -528878.687500 Penalty: 884.222961
	Iteration 66Q: 3 clusters Score -528878.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -528879.562500 Penalty: 884.222961
	Iteration 67Q: 3 clusters Score -528879.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -528881.125000 Penalty: 884.222961
	Iteration 68Q: 3 clusters Score -528881.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -528880.937500 Penalty: 884.222961
	Iteration 69Q: 3 clusters Score -528880.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -528881.812500 Penalty: 884.222961
	Iteration 70Q: 3 clusters Score -528881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -528881.937500 Penalty: 884.222961
	Iteration 71Q: 3 clusters Score -528881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -528882.687500 Penalty: 884.222961
	Iteration 72Q: 3 clusters Score -528882.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -528882.937500 Penalty: 884.222961
	Iteration 73Q: 3 clusters Score -528882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -528882.750000 Penalty: 884.222961
	Iteration 74Q: 3 clusters Score -528882.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -528885.562500 Penalty: 884.222961
	Iteration 75Q: 3 clusters Score -528885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -528887.312500 Penalty: 884.222961
	Iteration 76Q: 3 clusters Score -528887.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -528888.687500 Penalty: 884.222961
	Iteration 77Q: 3 clusters Score -528888.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -528890.500000 Penalty: 884.222961
	Iteration 78Q: 3 clusters Score -528890.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -528892.562500 Penalty: 884.222961
	Iteration 79Q: 3 clusters Score -528892.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -528894.125000 Penalty: 884.222961
	Iteration 80F: 3 clusters Score -528894.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -528897.062500 Penalty: 884.222961
	Iteration 81Q: 3 clusters Score -528897.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -528897.687500 Penalty: 884.222961
	Iteration 82Q: 3 clusters Score -528897.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -528901.750000 Penalty: 884.222961
	Iteration 83Q: 3 clusters Score -528901.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -528906.312500 Penalty: 884.222961
	Iteration 84Q: 3 clusters Score -528906.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -528909.000000 Penalty: 884.222961
	Iteration 85Q: 3 clusters Score -528909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -528911.000000 Penalty: 884.222961
	Iteration 86Q: 3 clusters Score -528911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -528914.625000 Penalty: 884.222961
	Iteration 87Q: 3 clusters Score -528914.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -528919.375000 Penalty: 884.222961
	Iteration 88Q: 3 clusters Score -528919.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -528926.937500 Penalty: 884.222961
	Iteration 89Q: 3 clusters Score -528926.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -528933.000000 Penalty: 884.222961
	Iteration 90Q: 3 clusters Score -528933 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -528944.250000 Penalty: 884.222961
	Iteration 91Q: 3 clusters Score -528944.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -528955.500000 Penalty: 884.222961
	Iteration 92Q: 3 clusters Score -528955.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -528961.875000 Penalty: 884.222961
	Iteration 93Q: 3 clusters Score -528961.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -528967.812500 Penalty: 884.222961
	Iteration 94Q: 3 clusters Score -528967.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -528980.937500 Penalty: 884.222961
	Iteration 95Q: 3 clusters Score -528980.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -528999.875000 Penalty: 884.222961
	Iteration 96Q: 3 clusters Score -528999.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -529017.562500 Penalty: 884.222961
	Iteration 97Q: 3 clusters Score -529017.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -529033.125000 Penalty: 884.222961
	Iteration 98Q: 3 clusters Score -529033.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -529049.000000 Penalty: 884.222961
	Iteration 99Q: 3 clusters Score -529049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -529065.062500 Penalty: 884.222961
	Iteration 100F: 3 clusters Score -529065.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -529073.687500 Penalty: 884.222961
	Iteration 101Q: 3 clusters Score -529073.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -529081.312500 Penalty: 884.222961
	Iteration 102Q: 3 clusters Score -529081.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -529088.687500 Penalty: 884.222961
	Iteration 103Q: 3 clusters Score -529088.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -529096.437500 Penalty: 884.222961
	Iteration 104Q: 3 clusters Score -529096.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -529100.625000 Penalty: 884.222961
	Iteration 105Q: 3 clusters Score -529100.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -529104.750000 Penalty: 884.222961
	Iteration 106Q: 3 clusters Score -529104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -529108.312500 Penalty: 884.222961
	Iteration 107Q: 3 clusters Score -529108.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -529111.062500 Penalty: 884.222961
	Iteration 108Q: 3 clusters Score -529111.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -529112.562500 Penalty: 884.222961
	Iteration 109Q: 3 clusters Score -529112.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -529113.312500 Penalty: 884.222961
	Iteration 110Q: 3 clusters Score -529113.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -529114.062500 Penalty: 884.222961
	Iteration 111Q: 3 clusters Score -529114.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -529114.750000 Penalty: 884.222961
	Iteration 112Q: 3 clusters Score -529114.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -529114.937500 Penalty: 884.222961
	Iteration 113Q: 3 clusters Score -529114.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15997 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -529115.000000 Penalty: 884.222961
	Iteration 114Q: 3 clusters Score -529115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -529115.312500 Penalty: 884.222961
	Iteration 115Q: 3 clusters Score -529115.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -529115.750000 Penalty: 884.222961
	Iteration 116Q: 3 clusters Score -529115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -529115.625000 Penalty: 884.222961
	Iteration 117Q: 3 clusters Score -529115.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -529116.687500 Penalty: 884.222961
	Iteration 118Q: 3 clusters Score -529116.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -529119.562500 Penalty: 884.222961
	Iteration 119Q: 3 clusters Score -529119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -529120.625000 Penalty: 884.222961
	Iteration 120F: 3 clusters Score -529120.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -529120.875000 Penalty: 884.222961
	Iteration 121Q: 3 clusters Score -529120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -529120.625000 Penalty: 884.222961
	Iteration 122Q: 3 clusters Score -529120.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -529120.875000 Penalty: 884.222961
	Iteration 123Q: 3 clusters Score -529120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -529121.062500 Penalty: 884.222961
	Iteration 124Q: 3 clusters Score -529121.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -529120.500000 Penalty: 884.222961
	Iteration 125Q: 3 clusters Score -529120.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -529120.500000 Penalty: 884.222961
	Iteration 126F: 3 clusters Score -529120.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Entering Unmasked Estep 
Score: -845893.812500 Penalty: 463.256439
	Iteration 0F: 2 clusters Score -845893.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -828274.687500 Penalty: 926.512878
	Iteration 0F: 3 clusters Score -828274.7 nChanged 12599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -835565.562500 Penalty: 926.512878
	Iteration 1F: 3 clusters Score -835565.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -835861.875000 Penalty: 926.512878
	Iteration 2Q: 3 clusters Score -835861.9 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -836292.875000 Penalty: 926.512878
	Iteration 3Q: 3 clusters Score -836292.9 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -837004.375000 Penalty: 926.512878
	Iteration 4F: 3 clusters Score -837004.4 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -838207.687500 Penalty: 926.512878
	Iteration 5F: 3 clusters Score -838207.7 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -839877.437500 Penalty: 926.512878
	Iteration 6F: 3 clusters Score -839877.4 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -841706.437500 Penalty: 926.512878
	Iteration 7F: 3 clusters Score -841706.4 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -843388.562500 Penalty: 926.512878
	Iteration 8F: 3 clusters Score -843388.6 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -844352.937500 Penalty: 926.512878
	Iteration 9Q: 3 clusters Score -844352.9 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -844762.562500 Penalty: 926.512878
	Iteration 10Q: 3 clusters Score -844762.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -844919.312500 Penalty: 926.512878
	Iteration 11Q: 3 clusters Score -844919.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -845014.000000 Penalty: 926.512878
	Iteration 12Q: 3 clusters Score -845014 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -845082.562500 Penalty: 926.512878
	Iteration 13Q: 3 clusters Score -845082.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -845153.625000 Penalty: 926.512878
	Iteration 14Q: 3 clusters Score -845153.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -845214.687500 Penalty: 926.512878
	Iteration 15Q: 3 clusters Score -845214.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -845268.187500 Penalty: 926.512878
	Iteration 16Q: 3 clusters Score -845268.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -845314.937500 Penalty: 926.512878
	Iteration 17Q: 3 clusters Score -845314.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -845364.000000 Penalty: 926.512878
	Iteration 18Q: 3 clusters Score -845364 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -845414.437500 Penalty: 926.512878
	Iteration 19Q: 3 clusters Score -845414.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -845460.812500 Penalty: 926.512878
	Iteration 20F: 3 clusters Score -845460.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -845493.437500 Penalty: 926.512878
	Iteration 21Q: 3 clusters Score -845493.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -845516.062500 Penalty: 926.512878
	Iteration 22Q: 3 clusters Score -845516.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -845543.625000 Penalty: 926.512878
	Iteration 23Q: 3 clusters Score -845543.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -845563.750000 Penalty: 926.512878
	Iteration 24Q: 3 clusters Score -845563.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -845579.062500 Penalty: 926.512878
	Iteration 25Q: 3 clusters Score -845579.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -845589.875000 Penalty: 926.512878
	Iteration 26Q: 3 clusters Score -845589.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -845595.062500 Penalty: 926.512878
	Iteration 27Q: 3 clusters Score -845595.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -845602.812500 Penalty: 926.512878
	Iteration 28Q: 3 clusters Score -845602.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -845610.000000 Penalty: 926.512878
	Iteration 29Q: 3 clusters Score -845610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -845609.812500 Penalty: 926.512878
	Iteration 30Q: 3 clusters Score -845609.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -845612.812500 Penalty: 926.512878
	Iteration 31Q: 3 clusters Score -845612.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -845615.625000 Penalty: 926.512878
	Iteration 32Q: 3 clusters Score -845615.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -845614.625000 Penalty: 926.512878
	Iteration 33Q: 3 clusters Score -845614.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -845614.875000 Penalty: 926.512878
	Iteration 34Q: 3 clusters Score -845614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -845617.437500 Penalty: 926.512878
	Iteration 35Q: 3 clusters Score -845617.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -845620.000000 Penalty: 926.512878
	Iteration 36Q: 3 clusters Score -845620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -845619.937500 Penalty: 926.512878
	Iteration 37Q: 3 clusters Score -845619.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -845622.562500 Penalty: 926.512878
	Iteration 38Q: 3 clusters Score -845622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -845622.062500 Penalty: 926.512878
	Iteration 39Q: 3 clusters Score -845622.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -845624.875000 Penalty: 926.512878
	Iteration 40F: 3 clusters Score -845624.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -845625.062500 Penalty: 926.512878
	Iteration 41Q: 3 clusters Score -845625.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -845625.000000 Penalty: 926.512878
	Iteration 42Q: 3 clusters Score -845625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -845629.687500 Penalty: 926.512878
	Iteration 43Q: 3 clusters Score -845629.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -845628.250000 Penalty: 926.512878
	Iteration 44Q: 3 clusters Score -845628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -845627.000000 Penalty: 926.512878
	Iteration 45Q: 3 clusters Score -845627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -845628.125000 Penalty: 926.512878
	Iteration 46Q: 3 clusters Score -845628.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -845628.625000 Penalty: 926.512878
	Iteration 47Q: 3 clusters Score -845628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -845628.750000 Penalty: 926.512878
	Iteration 48Q: 3 clusters Score -845628.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -845631.062500 Penalty: 926.512878
	Iteration 49Q: 3 clusters Score -845631.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -845631.187500 Penalty: 926.512878
	Iteration 50Q: 3 clusters Score -845631.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -845634.187500 Penalty: 926.512878
	Iteration 51Q: 3 clusters Score -845634.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -845635.875000 Penalty: 926.512878
	Iteration 52Q: 3 clusters Score -845635.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -845639.625000 Penalty: 926.512878
	Iteration 53Q: 3 clusters Score -845639.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -845642.937500 Penalty: 926.512878
	Iteration 54Q: 3 clusters Score -845642.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -845644.437500 Penalty: 926.512878
	Iteration 55Q: 3 clusters Score -845644.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -845647.187500 Penalty: 926.512878
	Iteration 56Q: 3 clusters Score -845647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -845646.812500 Penalty: 926.512878
	Iteration 57Q: 3 clusters Score -845646.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -845650.062500 Penalty: 926.512878
	Iteration 58Q: 3 clusters Score -845650.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -845655.125000 Penalty: 926.512878
	Iteration 59Q: 3 clusters Score -845655.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -845659.375000 Penalty: 926.512878
	Iteration 60F: 3 clusters Score -845659.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24768 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -845662.687500 Penalty: 926.512878
	Iteration 61Q: 3 clusters Score -845662.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -845669.937500 Penalty: 926.512878
	Iteration 62Q: 3 clusters Score -845669.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -845670.625000 Penalty: 926.512878
	Iteration 63Q: 3 clusters Score -845670.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -845673.812500 Penalty: 926.512878
	Iteration 64Q: 3 clusters Score -845673.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -845675.875000 Penalty: 926.512878
	Iteration 65Q: 3 clusters Score -845675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -845678.250000 Penalty: 926.512878
	Iteration 66Q: 3 clusters Score -845678.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -845679.562500 Penalty: 926.512878
	Iteration 67Q: 3 clusters Score -845679.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24909 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -845681.937500 Penalty: 926.512878
	Iteration 68Q: 3 clusters Score -845681.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -845683.312500 Penalty: 926.512878
	Iteration 69Q: 3 clusters Score -845683.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -845684.125000 Penalty: 926.512878
	Iteration 70Q: 3 clusters Score -845684.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -845684.750000 Penalty: 926.512878
	Iteration 71Q: 3 clusters Score -845684.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -845688.125000 Penalty: 926.512878
	Iteration 72Q: 3 clusters Score -845688.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -845690.437500 Penalty: 926.512878
	Iteration 73Q: 3 clusters Score -845690.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -845691.312500 Penalty: 926.512878
	Iteration 74Q: 3 clusters Score -845691.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -845692.125000 Penalty: 926.512878
	Iteration 75Q: 3 clusters Score -845692.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -845692.312500 Penalty: 926.512878
	Iteration 76Q: 3 clusters Score -845692.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -845694.000000 Penalty: 926.512878
	Iteration 77Q: 3 clusters Score -845694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -845694.562500 Penalty: 926.512878
	Iteration 78Q: 3 clusters Score -845694.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -845695.000000 Penalty: 926.512878
	Iteration 79Q: 3 clusters Score -845695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -845695.875000 Penalty: 926.512878
	Iteration 80F: 3 clusters Score -845695.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -845697.937500 Penalty: 926.512878
	Iteration 81Q: 3 clusters Score -845697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -845698.250000 Penalty: 926.512878
	Iteration 82Q: 3 clusters Score -845698.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -845696.750000 Penalty: 926.512878
	Iteration 83Q: 3 clusters Score -845696.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -845698.312500 Penalty: 926.512878
	Iteration 84Q: 3 clusters Score -845698.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -845697.375000 Penalty: 926.512878
	Iteration 85Q: 3 clusters Score -845697.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -845697.625000 Penalty: 926.512878
	Iteration 86Q: 3 clusters Score -845697.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -845698.750000 Penalty: 926.512878
	Iteration 87Q: 3 clusters Score -845698.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -845696.937500 Penalty: 926.512878
	Iteration 88Q: 3 clusters Score -845696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -845697.875000 Penalty: 926.512878
	Iteration 89Q: 3 clusters Score -845697.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -845698.937500 Penalty: 926.512878
	Iteration 90Q: 3 clusters Score -845698.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -845698.875000 Penalty: 926.512878
	Iteration 91Q: 3 clusters Score -845698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -845699.812500 Penalty: 926.512878
	Iteration 92Q: 3 clusters Score -845699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -845700.812500 Penalty: 926.512878
	Iteration 93Q: 3 clusters Score -845700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -845702.812500 Penalty: 926.512878
	Iteration 94Q: 3 clusters Score -845702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -845704.312500 Penalty: 926.512878
	Iteration 95Q: 3 clusters Score -845704.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -845703.687500 Penalty: 926.512878
	Iteration 96Q: 3 clusters Score -845703.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -845702.937500 Penalty: 926.512878
	Iteration 97Q: 3 clusters Score -845702.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -845706.125000 Penalty: 926.512878
	Iteration 98Q: 3 clusters Score -845706.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -845708.062500 Penalty: 926.512878
	Iteration 99Q: 3 clusters Score -845708.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -845709.937500 Penalty: 926.512878
	Iteration 100F: 3 clusters Score -845709.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -845709.625000 Penalty: 926.512878
	Iteration 101Q: 3 clusters Score -845709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -845710.375000 Penalty: 926.512878
	Iteration 102Q: 3 clusters Score -845710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -845713.062500 Penalty: 926.512878
	Iteration 103Q: 3 clusters Score -845713.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -845716.937500 Penalty: 926.512878
	Iteration 104Q: 3 clusters Score -845716.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -845718.312500 Penalty: 926.512878
	Iteration 105Q: 3 clusters Score -845718.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -845720.875000 Penalty: 926.512878
	Iteration 106Q: 3 clusters Score -845720.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -845723.437500 Penalty: 926.512878
	Iteration 107Q: 3 clusters Score -845723.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -845724.375000 Penalty: 926.512878
	Iteration 108Q: 3 clusters Score -845724.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -845725.437500 Penalty: 926.512878
	Iteration 109Q: 3 clusters Score -845725.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -845727.062500 Penalty: 926.512878
	Iteration 110Q: 3 clusters Score -845727.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -845729.562500 Penalty: 926.512878
	Iteration 111Q: 3 clusters Score -845729.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -845730.062500 Penalty: 926.512878
	Iteration 112Q: 3 clusters Score -845730.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -845731.250000 Penalty: 926.512878
	Iteration 113Q: 3 clusters Score -845731.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -845733.812500 Penalty: 926.512878
	Iteration 114Q: 3 clusters Score -845733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -845736.312500 Penalty: 926.512878
	Iteration 115Q: 3 clusters Score -845736.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -845738.562500 Penalty: 926.512878
	Iteration 116Q: 3 clusters Score -845738.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -845737.750000 Penalty: 926.512878
	Iteration 117Q: 3 clusters Score -845737.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -845736.875000 Penalty: 926.512878
	Iteration 118Q: 3 clusters Score -845736.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -845738.375000 Penalty: 926.512878
	Iteration 119Q: 3 clusters Score -845738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -845739.375000 Penalty: 926.512878
	Iteration 120F: 3 clusters Score -845739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -845738.375000 Penalty: 926.512878
	Iteration 121Q: 3 clusters Score -845738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -845736.625000 Penalty: 926.512878
	Iteration 122Q: 3 clusters Score -845736.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -845738.062500 Penalty: 926.512878
	Iteration 123Q: 3 clusters Score -845738.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -845738.375000 Penalty: 926.512878
	Iteration 124Q: 3 clusters Score -845738.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -845739.562500 Penalty: 926.512878
	Iteration 125Q: 3 clusters Score -845739.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -845739.875000 Penalty: 926.512878
	Iteration 126Q: 3 clusters Score -845739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25441 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -845739.125000 Penalty: 926.512878
	Iteration 127Q: 3 clusters Score -845739.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -845739.562500 Penalty: 926.512878
	Iteration 128Q: 3 clusters Score -845739.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -845740.062500 Penalty: 926.512878
	Iteration 129Q: 3 clusters Score -845740.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -845741.562500 Penalty: 926.512878
	Iteration 130Q: 3 clusters Score -845741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -845742.125000 Penalty: 926.512878
	Iteration 131Q: 3 clusters Score -845742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -845741.937500 Penalty: 926.512878
	Iteration 132Q: 3 clusters Score -845741.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -845741.312500 Penalty: 926.512878
	Iteration 133Q: 3 clusters Score -845741.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -845742.750000 Penalty: 926.512878
	Iteration 134Q: 3 clusters Score -845742.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -845744.500000 Penalty: 926.512878
	Iteration 135Q: 3 clusters Score -845744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -845744.437500 Penalty: 926.512878
	Iteration 136Q: 3 clusters Score -845744.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -845743.875000 Penalty: 926.512878
	Iteration 137Q: 3 clusters Score -845743.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -845743.125000 Penalty: 926.512878
	Iteration 138Q: 3 clusters Score -845743.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -845744.812500 Penalty: 926.512878
	Iteration 139Q: 3 clusters Score -845744.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -845743.937500 Penalty: 926.512878
	Iteration 140F: 3 clusters Score -845743.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 1677 members 
Mstep: Class 3 contains 2802 members 
Mstep: Class 5 contains 25734 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 455 members 
Mstep: Class 8 contains 768 members 
Mstep: Class 10 contains 3235 members 
Mstep: Class 12 contains 3163 members 
Mstep: Class 14 contains 237802 members 
Mstep: Class 16 contains 2672 members 
Mstep: Class 19 contains 17392 members 
Mstep: Class 21 contains 4935 members 
Mstep: Class 22 contains 16593 members 
Mstep: Class 23 contains 26409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21483296.000000 Penalty: 11053.628906
Iteration 39Q: 19 clusters Score -2.14833e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 335266 members 
Mstep: Class 5 contains 24796 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 428 members 
Mstep: Class 8 contains 731 members 
Mstep: Class 9 contains 1716 members 
Mstep: Class 10 contains 2959 members 
Mstep: Class 11 contains 37149 members 
Mstep: Class 12 contains 3211 members 
Mstep: Class 14 contains 239050 members 
Mstep: Class 16 contains 2540 members 
Mstep: Class 19 contains 16204 members 
Mstep: Class 21 contains 4419 members 
Mstep: Class 22 contains 16360 members 
Mstep: Class 23 contains 26279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485098.000000 Penalty: 11053.628906
Iteration 40F: 19 clusters Score -2.14851e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 3154 members 
Mstep: Class 4 contains 337396 members 
Mstep: Class 5 contains 23945 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 402 members 
Mstep: Class 8 contains 718 members 
Mstep: Class 9 contains 1757 members 
Mstep: Class 10 contains 2759 members 
Mstep: Class 11 contains 37444 members 
Mstep: Class 12 contains 3225 members 
Mstep: Class 14 contains 239746 members 
Mstep: Class 16 contains 2439 members 
Mstep: Class 19 contains 15082 members 
Mstep: Class 21 contains 3929 members 
Mstep: Class 22 contains 16121 members 
Mstep: Class 23 contains 26102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486232.000000 Penalty: 11053.628906
Iteration 41Q: 19 clusters Score -2.148623e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 3259 members 
Mstep: Class 4 contains 339475 members 
Mstep: Class 5 contains 23250 members 
Mstep: Class 6 contains 2366 members 
Mstep: Class 7 contains 390 members 
Mstep: Class 8 contains 713 members 
Mstep: Class 9 contains 1801 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 37902 members 
Mstep: Class 12 contains 3235 members 
Mstep: Class 14 contains 240018 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 19 contains 13988 members 
Mstep: Class 21 contains 3511 members 
Mstep: Class 22 contains 15905 members 
Mstep: Class 23 contains 25889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487246.000000 Penalty: 11053.628906
Iteration 42Q: 19 clusters Score -2.148725e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 3358 members 
Mstep: Class 4 contains 341482 members 
Mstep: Class 5 contains 22638 members 
Mstep: Class 6 contains 2376 members 
Mstep: Class 7 contains 378 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 1838 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 38448 members 
Mstep: Class 12 contains 3239 members 
Mstep: Class 14 contains 240059 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 19 contains 12975 members 
Mstep: Class 21 contains 3117 members 
Mstep: Class 22 contains 15711 members 
Mstep: Class 23 contains 25650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488028.000000 Penalty: 11053.628906
Iteration 43Q: 19 clusters Score -2.148803e+07 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 3441 members 
Mstep: Class 4 contains 343414 members 
Mstep: Class 5 contains 22122 members 
Mstep: Class 6 contains 2380 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 1868 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 38994 members 
Mstep: Class 12 contains 3219 members 
Mstep: Class 14 contains 239913 members 
Mstep: Class 16 contains 2244 members 
Mstep: Class 19 contains 11998 members 
Mstep: Class 21 contains 2790 members 
Mstep: Class 22 contains 15552 members 
Mstep: Class 23 contains 25424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488720.000000 Penalty: 11053.628906
Iteration 44Q: 19 clusters Score -2.148872e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 3504 members 
Mstep: Class 4 contains 345330 members 
Mstep: Class 5 contains 21715 members 
Mstep: Class 6 contains 2389 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 707 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 2354 members 
Mstep: Class 11 contains 39518 members 
Mstep: Class 12 contains 3198 members 
Mstep: Class 14 contains 239601 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 19 contains 11072 members 
Mstep: Class 21 contains 2448 members 
Mstep: Class 22 contains 15425 members 
Mstep: Class 23 contains 25207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489506.000000 Penalty: 11053.628906
Iteration 45Q: 19 clusters Score -2.148951e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 3561 members 
Mstep: Class 4 contains 347176 members 
Mstep: Class 5 contains 21386 members 
Mstep: Class 6 contains 2398 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1932 members 
Mstep: Class 10 contains 2296 members 
Mstep: Class 11 contains 40065 members 
Mstep: Class 12 contains 3155 members 
Mstep: Class 14 contains 239210 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 19 contains 10198 members 
Mstep: Class 21 contains 2106 members 
Mstep: Class 22 contains 15310 members 
Mstep: Class 23 contains 24999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490112.000000 Penalty: 11053.628906
Iteration 46Q: 19 clusters Score -2.149011e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 3606 members 
Mstep: Class 4 contains 348943 members 
Mstep: Class 5 contains 21117 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 9 contains 1951 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 40558 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 14 contains 238747 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 19 contains 9404 members 
Mstep: Class 21 contains 1809 members 
Mstep: Class 22 contains 15234 members 
Mstep: Class 23 contains 24797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490758.000000 Penalty: 11053.628906
Iteration 47Q: 19 clusters Score -2.149076e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 3659 members 
Mstep: Class 4 contains 350539 members 
Mstep: Class 5 contains 20861 members 
Mstep: Class 6 contains 2406 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 41034 members 
Mstep: Class 12 contains 3052 members 
Mstep: Class 14 contains 238250 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 19 contains 8765 members 
Mstep: Class 21 contains 1522 members 
Mstep: Class 22 contains 15172 members 
Mstep: Class 23 contains 24597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491108.000000 Penalty: 11053.628906
Iteration 48Q: 19 clusters Score -2.149111e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 3711 members 
Mstep: Class 4 contains 352058 members 
Mstep: Class 5 contains 20678 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 708 members 
Mstep: Class 9 contains 1980 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 41484 members 
Mstep: Class 12 contains 3001 members 
Mstep: Class 14 contains 237645 members 
Mstep: Class 16 contains 2088 members 
Mstep: Class 19 contains 8204 members 
Mstep: Class 21 contains 1272 members 
Mstep: Class 22 contains 15131 members 
Mstep: Class 23 contains 24411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491532.000000 Penalty: 11053.628906
Iteration 49Q: 19 clusters Score -2.149153e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 353470 members 
Mstep: Class 5 contains 20522 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 712 members 
Mstep: Class 9 contains 1994 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 41933 members 
Mstep: Class 12 contains 2945 members 
Mstep: Class 14 contains 237008 members 
Mstep: Class 16 contains 2082 members 
Mstep: Class 19 contains 7715 members 
Mstep: Class 21 contains 1079 members 
Mstep: Class 22 contains 15098 members 
Mstep: Class 23 contains 24205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491794.000000 Penalty: 11053.628906
Iteration 50Q: 19 clusters Score -2.149179e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 3770 members 
Mstep: Class 4 contains 354812 members 
Mstep: Class 5 contains 20377 members 
Mstep: Class 6 contains 2401 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 719 members 
Mstep: Class 9 contains 2005 members 
Mstep: Class 10 contains 2019 members 
Mstep: Class 11 contains 42349 members 
Mstep: Class 12 contains 2898 members 
Mstep: Class 14 contains 236356 members 
Mstep: Class 16 contains 2064 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 21 contains 928 members 
Mstep: Class 22 contains 15096 members 
Mstep: Class 23 contains 24019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492182.000000 Penalty: 11053.628906
Iteration 51Q: 19 clusters Score -2.149218e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 356012 members 
Mstep: Class 5 contains 20247 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 735 members 
Mstep: Class 9 contains 2013 members 
Mstep: Class 10 contains 1964 members 
Mstep: Class 11 contains 42757 members 
Mstep: Class 12 contains 2865 members 
Mstep: Class 14 contains 235745 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 21 contains 806 members 
Mstep: Class 22 contains 15093 members 
Mstep: Class 23 contains 23848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492572.000000 Penalty: 11053.628906
Iteration 52Q: 19 clusters Score -2.149257e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 3815 members 
Mstep: Class 4 contains 357033 members 
Mstep: Class 5 contains 20149 members 
Mstep: Class 6 contains 2385 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 742 members 
Mstep: Class 9 contains 2019 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 14 contains 235196 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 19 contains 6469 members 
Mstep: Class 21 contains 706 members 
Mstep: Class 22 contains 15088 members 
Mstep: Class 23 contains 23721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 613.477478 but Gain 614.090820
Score: -21492874.000000 Penalty: 10439.538086
Iteration 53Q: 18 clusters Score -2.149287e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 3848 members 
Mstep: Class 4 contains 358461 members 
Mstep: Class 5 contains 20047 members 
Mstep: Class 6 contains 2378 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 753 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 1883 members 
Mstep: Class 11 contains 43469 members 
Mstep: Class 12 contains 2823 members 
Mstep: Class 14 contains 234804 members 
Mstep: Class 16 contains 2031 members 
Mstep: Class 19 contains 6101 members 
Mstep: Class 22 contains 15080 members 
Mstep: Class 23 contains 23647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493880.000000 Penalty: 10439.538086
Iteration 54Q: 18 clusters Score -2.149388e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 3875 members 
Mstep: Class 4 contains 359368 members 
Mstep: Class 5 contains 19959 members 
Mstep: Class 6 contains 2377 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 763 members 
Mstep: Class 9 contains 2034 members 
Mstep: Class 10 contains 1849 members 
Mstep: Class 11 contains 43795 members 
Mstep: Class 12 contains 2804 members 
Mstep: Class 14 contains 234172 members 
Mstep: Class 16 contains 2024 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 22 contains 15092 members 
Mstep: Class 23 contains 23594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494038.000000 Penalty: 10439.538086
Iteration 55Q: 18 clusters Score -2.149404e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 360133 members 
Mstep: Class 5 contains 19874 members 
Mstep: Class 6 contains 2374 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 774 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 44089 members 
Mstep: Class 12 contains 2776 members 
Mstep: Class 14 contains 233622 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 19 contains 5457 members 
Mstep: Class 22 contains 15114 members 
Mstep: Class 23 contains 23567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494166.000000 Penalty: 10439.538086
Iteration 56Q: 18 clusters Score -2.149417e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 3913 members 
Mstep: Class 4 contains 360827 members 
Mstep: Class 5 contains 19796 members 
Mstep: Class 6 contains 2368 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 781 members 
Mstep: Class 9 contains 2041 members 
Mstep: Class 10 contains 1812 members 
Mstep: Class 11 contains 44390 members 
Mstep: Class 12 contains 2745 members 
Mstep: Class 14 contains 233038 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 19 contains 5214 members 
Mstep: Class 22 contains 15144 members 
Mstep: Class 23 contains 23545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494284.000000 Penalty: 10439.538086
Iteration 57Q: 18 clusters Score -2.149428e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1606 members 
Mstep: Class 3 contains 3929 members 
Mstep: Class 4 contains 361431 members 
Mstep: Class 5 contains 19721 members 
Mstep: Class 6 contains 2359 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 2047 members 
Mstep: Class 10 contains 1811 members 
Mstep: Class 11 contains 44666 members 
Mstep: Class 12 contains 2716 members 
Mstep: Class 14 contains 232539 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 22 contains 15182 members 
Mstep: Class 23 contains 23522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494404.000000 Penalty: 10439.538086
Iteration 58Q: 18 clusters Score -2.14944e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 1608 members 
Mstep: Class 3 contains 3952 members 
Mstep: Class 4 contains 361961 members 
Mstep: Class 5 contains 19652 members 
Mstep: Class 6 contains 2356 members 
Mstep: Class 7 contains 372 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 2050 members 
Mstep: Class 10 contains 1802 members 
Mstep: Class 11 contains 44911 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 14 contains 232108 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 19 contains 4797 members 
Mstep: Class 22 contains 15216 members 
Mstep: Class 23 contains 23497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494472.000000 Penalty: 10439.538086
Iteration 59Q: 18 clusters Score -2.149447e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 362418 members 
Mstep: Class 5 contains 19575 members 
Mstep: Class 6 contains 2352 members 
Mstep: Class 7 contains 372 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 2053 members 
Mstep: Class 10 contains 1806 members 
Mstep: Class 11 contains 45142 members 
Mstep: Class 12 contains 2664 members 
Mstep: Class 14 contains 231714 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 19 contains 4621 members 
Mstep: Class 22 contains 15258 members 
Mstep: Class 23 contains 23482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494554.000000 Penalty: 10439.538086
Iteration 60F: 18 clusters Score -2.149455e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 362875 members 
Mstep: Class 5 contains 19508 members 
Mstep: Class 6 contains 2336 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 11 contains 45350 members 
Mstep: Class 12 contains 2638 members 
Mstep: Class 14 contains 231344 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 19 contains 4430 members 
Mstep: Class 22 contains 15298 members 
Mstep: Class 23 contains 23465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494618.000000 Penalty: 10439.538086
Iteration 61Q: 18 clusters Score -2.149462e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 363261 members 
Mstep: Class 5 contains 19439 members 
Mstep: Class 6 contains 2315 members 
Mstep: Class 7 contains 374 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 2058 members 
Mstep: Class 10 contains 1800 members 
Mstep: Class 11 contains 45534 members 
Mstep: Class 12 contains 2608 members 
Mstep: Class 14 contains 231063 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 19 contains 4262 members 
Mstep: Class 22 contains 15339 members 
Mstep: Class 23 contains 23456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494698.000000 Penalty: 10439.538086
Iteration 62Q: 18 clusters Score -2.14947e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 1612 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 363598 members 
Mstep: Class 5 contains 19369 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 789 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 45702 members 
Mstep: Class 12 contains 2582 members 
Mstep: Class 14 contains 230807 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 19 contains 4112 members 
Mstep: Class 22 contains 15381 members 
Mstep: Class 23 contains 23454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494718.000000 Penalty: 10439.538086
Iteration 63Q: 18 clusters Score -2.149472e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 363882 members 
Mstep: Class 5 contains 19301 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 796 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 45837 members 
Mstep: Class 12 contains 2555 members 
Mstep: Class 14 contains 230609 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 22 contains 15431 members 
Mstep: Class 23 contains 23448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494724.000000 Penalty: 10439.538086
Iteration 64Q: 18 clusters Score -2.149472e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 364142 members 
Mstep: Class 5 contains 19234 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 373 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 45967 members 
Mstep: Class 12 contains 2523 members 
Mstep: Class 14 contains 230424 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 19 contains 3852 members 
Mstep: Class 22 contains 15474 members 
Mstep: Class 23 contains 23446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494778.000000 Penalty: 10439.538086
Iteration 65Q: 18 clusters Score -2.149478e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 1614 members 
Mstep: Class 3 contains 4022 members 
Mstep: Class 4 contains 364357 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 2067 members 
Mstep: Class 10 contains 1798 members 
Mstep: Class 11 contains 46098 members 
Mstep: Class 12 contains 2502 members 
Mstep: Class 14 contains 230232 members 
Mstep: Class 16 contains 1984 members 
Mstep: Class 19 contains 3744 members 
Mstep: Class 22 contains 15517 members 
Mstep: Class 23 contains 23443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494804.000000 Penalty: 10439.538086
Iteration 66Q: 18 clusters Score -2.14948e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 364548 members 
Mstep: Class 5 contains 19153 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 371 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 2068 members 
Mstep: Class 10 contains 1803 members 
Mstep: Class 11 contains 46232 members 
Mstep: Class 12 contains 2487 members 
Mstep: Class 14 contains 230035 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 19 contains 3649 members 
Mstep: Class 22 contains 15564 members 
Mstep: Class 23 contains 23442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494780.000000 Penalty: 10439.538086
Iteration 67Q: 18 clusters Score -2.149478e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 4027 members 
Mstep: Class 4 contains 364737 members 
Mstep: Class 5 contains 19106 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 370 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 1803 members 
Mstep: Class 11 contains 46361 members 
Mstep: Class 12 contains 2471 members 
Mstep: Class 14 contains 229819 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 19 contains 3576 members 
Mstep: Class 22 contains 15615 members 
Mstep: Class 23 contains 23444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494724.000000 Penalty: 10439.538086
Iteration 68Q: 18 clusters Score -2.149472e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 4030 members 
Mstep: Class 4 contains 364929 members 
Mstep: Class 5 contains 19063 members 
Mstep: Class 6 contains 2250 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 810 members 
Mstep: Class 9 contains 2072 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 46466 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 14 contains 229621 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 19 contains 3501 members 
Mstep: Class 22 contains 15674 members 
Mstep: Class 23 contains 23445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494662.000000 Penalty: 10439.538086
Iteration 69Q: 18 clusters Score -2.149466e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4036 members 
Mstep: Class 4 contains 365111 members 
Mstep: Class 5 contains 19034 members 
Mstep: Class 6 contains 2237 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 46563 members 
Mstep: Class 12 contains 2442 members 
Mstep: Class 14 contains 229434 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 22 contains 15727 members 
Mstep: Class 23 contains 23444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494722.000000 Penalty: 10439.538086
Iteration 70Q: 18 clusters Score -2.149472e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4041 members 
Mstep: Class 4 contains 365276 members 
Mstep: Class 5 contains 19008 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 1793 members 
Mstep: Class 11 contains 46659 members 
Mstep: Class 12 contains 2438 members 
Mstep: Class 14 contains 229259 members 
Mstep: Class 16 contains 2006 members 
Mstep: Class 19 contains 3350 members 
Mstep: Class 22 contains 15769 members 
Mstep: Class 23 contains 23446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494718.000000 Penalty: 10439.538086
Iteration 71Q: 18 clusters Score -2.149472e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4047 members 
Mstep: Class 4 contains 365427 members 
Mstep: Class 5 contains 18982 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 804 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 46735 members 
Mstep: Class 12 contains 2433 members 
Mstep: Class 14 contains 229126 members 
Mstep: Class 16 contains 2011 members 
Mstep: Class 19 contains 3275 members 
Mstep: Class 22 contains 15800 members 
Mstep: Class 23 contains 23449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494782.000000 Penalty: 10439.538086
Iteration 72Q: 18 clusters Score -2.149478e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4055 members 
Mstep: Class 4 contains 365574 members 
Mstep: Class 5 contains 18977 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 2077 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 46803 members 
Mstep: Class 12 contains 2428 members 
Mstep: Class 14 contains 228979 members 
Mstep: Class 16 contains 2014 members 
Mstep: Class 19 contains 3209 members 
Mstep: Class 22 contains 15827 members 
Mstep: Class 23 contains 23452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494798.000000 Penalty: 10439.538086
Iteration 73Q: 18 clusters Score -2.14948e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4063 members 
Mstep: Class 4 contains 365715 members 
Mstep: Class 5 contains 18976 members 
Mstep: Class 6 contains 2187 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 2078 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 46859 members 
Mstep: Class 12 contains 2419 members 
Mstep: Class 14 contains 228830 members 
Mstep: Class 16 contains 2020 members 
Mstep: Class 19 contains 3155 members 
Mstep: Class 22 contains 15851 members 
Mstep: Class 23 contains 23457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494838.000000 Penalty: 10439.538086
Iteration 74Q: 18 clusters Score -2.149484e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4069 members 
Mstep: Class 4 contains 365842 members 
Mstep: Class 5 contains 18966 members 
Mstep: Class 6 contains 2179 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 46918 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 14 contains 228678 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 19 contains 3109 members 
Mstep: Class 22 contains 15877 members 
Mstep: Class 23 contains 23459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494812.000000 Penalty: 10439.538086
Iteration 75Q: 18 clusters Score -2.149481e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4076 members 
Mstep: Class 4 contains 365954 members 
Mstep: Class 5 contains 18970 members 
Mstep: Class 6 contains 2168 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 806 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 1796 members 
Mstep: Class 11 contains 46968 members 
Mstep: Class 12 contains 2409 members 
Mstep: Class 14 contains 228549 members 
Mstep: Class 16 contains 2039 members 
Mstep: Class 19 contains 3064 members 
Mstep: Class 22 contains 15897 members 
Mstep: Class 23 contains 23458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494798.000000 Penalty: 10439.538086
Iteration 76Q: 18 clusters Score -2.14948e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4086 members 
Mstep: Class 4 contains 366036 members 
Mstep: Class 5 contains 18975 members 
Mstep: Class 6 contains 2163 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 47027 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 14 contains 228442 members 
Mstep: Class 16 contains 2042 members 
Mstep: Class 19 contains 3024 members 
Mstep: Class 22 contains 15913 members 
Mstep: Class 23 contains 23456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494796.000000 Penalty: 10439.538086
Iteration 77Q: 18 clusters Score -2.14948e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4101 members 
Mstep: Class 4 contains 366095 members 
Mstep: Class 5 contains 18975 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 811 members 
Mstep: Class 9 contains 2079 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 11 contains 47081 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 14 contains 228347 members 
Mstep: Class 16 contains 2055 members 
Mstep: Class 19 contains 2981 members 
Mstep: Class 22 contains 15924 members 
Mstep: Class 23 contains 23460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494804.000000 Penalty: 10439.538086
Iteration 78Q: 18 clusters Score -2.14948e+07 nChanged 189
Entering ConstructFrom: 
Score: -21494804.000000 Penalty: 10439.538086
Entering ConstructFrom: 
Trying to split cluster 1 (6581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Entering Unmasked Estep 
Score: -191231.359375 Penalty: 400.033356
	Iteration 0F: 2 clusters Score -191231.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -186837.546875 Penalty: 800.066711
	Iteration 0F: 3 clusters Score -186837.5 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -188639.359375 Penalty: 800.066711
	Iteration 1F: 3 clusters Score -188639.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -188938.453125 Penalty: 800.066711
	Iteration 2F: 3 clusters Score -188938.5 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -189315.937500 Penalty: 800.066711
	Iteration 3F: 3 clusters Score -189315.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -189789.890625 Penalty: 800.066711
	Iteration 4F: 3 clusters Score -189789.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -190209.500000 Penalty: 800.066711
	Iteration 5F: 3 clusters Score -190209.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -190552.015625 Penalty: 800.066711
	Iteration 6F: 3 clusters Score -190552 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -190751.937500 Penalty: 800.066711
	Iteration 7Q: 3 clusters Score -190751.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -190825.906250 Penalty: 800.066711
	Iteration 8Q: 3 clusters Score -190825.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -190859.953125 Penalty: 800.066711
	Iteration 9Q: 3 clusters Score -190860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -190871.453125 Penalty: 800.066711
	Iteration 10Q: 3 clusters Score -190871.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -190874.750000 Penalty: 800.066711
	Iteration 11Q: 3 clusters Score -190874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -190879.390625 Penalty: 800.066711
	Iteration 12Q: 3 clusters Score -190879.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -190881.359375 Penalty: 800.066711
	Iteration 13Q: 3 clusters Score -190881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -190882.750000 Penalty: 800.066711
	Iteration 14Q: 3 clusters Score -190882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -190885.781250 Penalty: 800.066711
	Iteration 15Q: 3 clusters Score -190885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -190890.390625 Penalty: 800.066711
	Iteration 16Q: 3 clusters Score -190890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -190898.968750 Penalty: 800.066711
	Iteration 17Q: 3 clusters Score -190899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -190905.203125 Penalty: 800.066711
	Iteration 18Q: 3 clusters Score -190905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -190909.812500 Penalty: 800.066711
	Iteration 19Q: 3 clusters Score -190909.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -190910.937500 Penalty: 800.066711
	Iteration 20F: 3 clusters Score -190910.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -43476.300781 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -43476.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -42273.917969 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -42273.92 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -42674.863281 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -42674.86 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -42782.640625 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -42782.64 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -42861.917969 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -42861.92 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -42898.851562 Penalty: 672.618774
	Iteration 4F: 3 clusters Score -42898.85 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -42939.585938 Penalty: 672.618774
	Iteration 5Q: 3 clusters Score -42939.59 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -42960.644531 Penalty: 672.618774
	Iteration 6Q: 3 clusters Score -42960.64 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -42983.199219 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -42983.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -43003.285156 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -43003.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -43021.093750 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -43021.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -43043.765625 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -43043.77 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -43062.566406 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -43062.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -43087.828125 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -43087.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -43110.628906 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -43110.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -43130.394531 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -43130.39 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -43143.199219 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -43143.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -43151.480469 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -43151.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -43156.832031 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -43156.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -43160.144531 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -43160.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -43161.722656 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -43161.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -43162.730469 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -43162.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -43163.929688 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -43163.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -43164.539062 Penalty: 672.618774
	Iteration 22Q: 3 clusters Score -43164.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -43165.449219 Penalty: 672.618774
	Iteration 23Q: 3 clusters Score -43165.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -43165.570312 Penalty: 672.618774
	Iteration 24Q: 3 clusters Score -43165.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -43165.925781 Penalty: 672.618774
	Iteration 25Q: 3 clusters Score -43165.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -43166.039062 Penalty: 672.618774
	Iteration 26Q: 3 clusters Score -43166.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -43166.039062 Penalty: 672.618774
	Iteration 27F: 3 clusters Score -43166.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Entering Unmasked Estep 
Score: -141938.859375 Penalty: 378.602539
	Iteration 0F: 2 clusters Score -141938.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -139136.312500 Penalty: 757.205078
	Iteration 0F: 3 clusters Score -139136.3 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -140184.093750 Penalty: 757.205078
	Iteration 1F: 3 clusters Score -140184.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -140281.234375 Penalty: 757.205078
	Iteration 2F: 3 clusters Score -140281.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -140400.968750 Penalty: 757.205078
	Iteration 3F: 3 clusters Score -140401 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -140566.953125 Penalty: 757.205078
	Iteration 4F: 3 clusters Score -140567 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -140801.828125 Penalty: 757.205078
	Iteration 5F: 3 clusters Score -140801.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -141069.500000 Penalty: 757.205078
	Iteration 6F: 3 clusters Score -141069.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -141304.250000 Penalty: 757.205078
	Iteration 7F: 3 clusters Score -141304.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -141466.953125 Penalty: 757.205078
	Iteration 8F: 3 clusters Score -141467 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -141552.625000 Penalty: 757.205078
	Iteration 9Q: 3 clusters Score -141552.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -141605.531250 Penalty: 757.205078
	Iteration 10Q: 3 clusters Score -141605.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -141650.890625 Penalty: 757.205078
	Iteration 11Q: 3 clusters Score -141650.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -141671.640625 Penalty: 757.205078
	Iteration 12Q: 3 clusters Score -141671.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -141696.546875 Penalty: 757.205078
	Iteration 13Q: 3 clusters Score -141696.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -141722.218750 Penalty: 757.205078
	Iteration 14Q: 3 clusters Score -141722.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -141741.812500 Penalty: 757.205078
	Iteration 15Q: 3 clusters Score -141741.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -141766.000000 Penalty: 757.205078
	Iteration 16Q: 3 clusters Score -141766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -141784.906250 Penalty: 757.205078
	Iteration 17Q: 3 clusters Score -141784.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -141801.812500 Penalty: 757.205078
	Iteration 18Q: 3 clusters Score -141801.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -141811.640625 Penalty: 757.205078
	Iteration 19Q: 3 clusters Score -141811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -141820.359375 Penalty: 757.205078
	Iteration 20F: 3 clusters Score -141820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -141827.484375 Penalty: 757.205078
	Iteration 21Q: 3 clusters Score -141827.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -141834.000000 Penalty: 757.205078
	Iteration 22Q: 3 clusters Score -141834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141840.531250 Penalty: 757.205078
	Iteration 23Q: 3 clusters Score -141840.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -141844.156250 Penalty: 757.205078
	Iteration 24Q: 3 clusters Score -141844.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -141845.906250 Penalty: 757.205078
	Iteration 25Q: 3 clusters Score -141845.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -141847.328125 Penalty: 757.205078
	Iteration 26Q: 3 clusters Score -141847.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -141849.437500 Penalty: 757.205078
	Iteration 27Q: 3 clusters Score -141849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141850.625000 Penalty: 757.205078
	Iteration 28Q: 3 clusters Score -141850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -141851.015625 Penalty: 757.205078
	Iteration 29Q: 3 clusters Score -141851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -141851.406250 Penalty: 757.205078
	Iteration 30Q: 3 clusters Score -141851.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -141851.265625 Penalty: 757.205078
	Iteration 31Q: 3 clusters Score -141851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141851.781250 Penalty: 757.205078
	Iteration 32Q: 3 clusters Score -141851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -141851.718750 Penalty: 757.205078
	Iteration 33Q: 3 clusters Score -141851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -141852.234375 Penalty: 757.205078
	Iteration 34Q: 3 clusters Score -141852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141852.156250 Penalty: 757.205078
	Iteration 35Q: 3 clusters Score -141852.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -141852.593750 Penalty: 757.205078
	Iteration 36Q: 3 clusters Score -141852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141852.562500 Penalty: 757.205078
	Iteration 37Q: 3 clusters Score -141852.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141852.625000 Penalty: 757.205078
	Iteration 38Q: 3 clusters Score -141852.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -141852.625000 Penalty: 757.205078
	Iteration 39F: 3 clusters Score -141852.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366153 members 
Entering Unmasked Estep 
Score: -11556648.000000 Penalty: 582.891663
	Iteration 0F: 2 clusters Score -1.155665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183156 members 
Mstep: Class 2 contains 182997 members 
Entering Unmasked Estep 
Score: -11307027.000000 Penalty: 1165.783325
	Iteration 0F: 3 clusters Score -1.130703e+07 nChanged 180770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191256 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -11424650.000000 Penalty: 1165.783325
	Iteration 1F: 3 clusters Score -1.142465e+07 nChanged 18881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194827 members 
Mstep: Class 2 contains 171326 members 
Entering Unmasked Estep 
Score: -11433475.000000 Penalty: 1165.783325
	Iteration 2F: 3 clusters Score -1.143348e+07 nChanged 21519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199156 members 
Mstep: Class 2 contains 166997 members 
Entering Unmasked Estep 
Score: -11446897.000000 Penalty: 1165.783325
	Iteration 3F: 3 clusters Score -1.14469e+07 nChanged 24474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203974 members 
Mstep: Class 2 contains 162179 members 
Entering Unmasked Estep 
Score: -11465431.000000 Penalty: 1165.783325
	Iteration 4F: 3 clusters Score -1.146543e+07 nChanged 24707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208457 members 
Mstep: Class 2 contains 157696 members 
Entering Unmasked Estep 
Score: -11483966.000000 Penalty: 1165.783325
	Iteration 5F: 3 clusters Score -1.148397e+07 nChanged 20032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212253 members 
Mstep: Class 2 contains 153900 members 
Entering Unmasked Estep 
Score: -11494798.000000 Penalty: 1165.783325
	Iteration 6F: 3 clusters Score -1.14948e+07 nChanged 12302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215679 members 
Mstep: Class 2 contains 150474 members 
Entering Unmasked Estep 
Score: -11498412.000000 Penalty: 1165.783325
	Iteration 7Q: 3 clusters Score -1.149841e+07 nChanged 7365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219166 members 
Mstep: Class 2 contains 146987 members 
Entering Unmasked Estep 
Score: -11500186.000000 Penalty: 1165.783325
	Iteration 8Q: 3 clusters Score -1.150019e+07 nChanged 5290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222884 members 
Mstep: Class 2 contains 143269 members 
Entering Unmasked Estep 
Score: -11501413.000000 Penalty: 1165.783325
	Iteration 9Q: 3 clusters Score -1.150141e+07 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226806 members 
Mstep: Class 2 contains 139347 members 
Entering Unmasked Estep 
Score: -11502639.000000 Penalty: 1165.783325
	Iteration 10Q: 3 clusters Score -1.150264e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231050 members 
Mstep: Class 2 contains 135103 members 
Entering Unmasked Estep 
Score: -11503738.000000 Penalty: 1165.783325
	Iteration 11Q: 3 clusters Score -1.150374e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235759 members 
Mstep: Class 2 contains 130394 members 
Entering Unmasked Estep 
Score: -11505213.000000 Penalty: 1165.783325
	Iteration 12Q: 3 clusters Score -1.150521e+07 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240922 members 
Mstep: Class 2 contains 125231 members 
Entering Unmasked Estep 
Score: -11506837.000000 Penalty: 1165.783325
	Iteration 13Q: 3 clusters Score -1.150684e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246542 members 
Mstep: Class 2 contains 119611 members 
Entering Unmasked Estep 
Score: -11508754.000000 Penalty: 1165.783325
	Iteration 14Q: 3 clusters Score -1.150875e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252612 members 
Mstep: Class 2 contains 113541 members 
Entering Unmasked Estep 
Score: -11510815.000000 Penalty: 1165.783325
	Iteration 15Q: 3 clusters Score -1.151082e+07 nChanged 6532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259012 members 
Mstep: Class 2 contains 107141 members 
Entering Unmasked Estep 
Score: -11513190.000000 Penalty: 1165.783325
	Iteration 16Q: 3 clusters Score -1.151319e+07 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265752 members 
Mstep: Class 2 contains 100401 members 
Entering Unmasked Estep 
Score: -11515768.000000 Penalty: 1165.783325
	Iteration 17Q: 3 clusters Score -1.151577e+07 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272722 members 
Mstep: Class 2 contains 93431 members 
Entering Unmasked Estep 
Score: -11518765.000000 Penalty: 1165.783325
	Iteration 18Q: 3 clusters Score -1.151876e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279867 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -11521822.000000 Penalty: 1165.783325
	Iteration 19Q: 3 clusters Score -1.152182e+07 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286898 members 
Mstep: Class 2 contains 79255 members 
Entering Unmasked Estep 
Score: -11525002.000000 Penalty: 1165.783325
	Iteration 20F: 3 clusters Score -1.1525e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293872 members 
Mstep: Class 2 contains 72281 members 
Entering Unmasked Estep 
Score: -11528132.000000 Penalty: 1165.783325
	Iteration 21Q: 3 clusters Score -1.152813e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300451 members 
Mstep: Class 2 contains 65702 members 
Entering Unmasked Estep 
Score: -11530914.000000 Penalty: 1165.783325
	Iteration 22Q: 3 clusters Score -1.153091e+07 nChanged 6267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306710 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -11533694.000000 Penalty: 1165.783325
	Iteration 23Q: 3 clusters Score -1.153369e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312675 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -11536305.000000 Penalty: 1165.783325
	Iteration 24Q: 3 clusters Score -1.15363e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318167 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -11538697.000000 Penalty: 1165.783325
	Iteration 25Q: 3 clusters Score -1.15387e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323209 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -11540828.000000 Penalty: 1165.783325
	Iteration 26Q: 3 clusters Score -1.154083e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327866 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -11542731.000000 Penalty: 1165.783325
	Iteration 27Q: 3 clusters Score -1.154273e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332022 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -11544343.000000 Penalty: 1165.783325
	Iteration 28Q: 3 clusters Score -1.154434e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335679 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -11545832.000000 Penalty: 1165.783325
	Iteration 29Q: 3 clusters Score -1.154583e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339031 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -11547150.000000 Penalty: 1165.783325
	Iteration 30Q: 3 clusters Score -1.154715e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342097 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -11548371.000000 Penalty: 1165.783325
	Iteration 31Q: 3 clusters Score -1.154837e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344876 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -11549479.000000 Penalty: 1165.783325
	Iteration 32Q: 3 clusters Score -1.154948e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347343 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -11550487.000000 Penalty: 1165.783325
	Iteration 33Q: 3 clusters Score -1.155049e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349523 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -11551310.000000 Penalty: 1165.783325
	Iteration 34Q: 3 clusters Score -1.155131e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351410 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -11552053.000000 Penalty: 1165.783325
	Iteration 35Q: 3 clusters Score -1.155205e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353110 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -11552600.000000 Penalty: 1165.783325
	Iteration 36Q: 3 clusters Score -1.15526e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354595 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -11553019.000000 Penalty: 1165.783325
	Iteration 37Q: 3 clusters Score -1.155302e+07 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355912 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -11553459.000000 Penalty: 1165.783325
	Iteration 38Q: 3 clusters Score -1.155346e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357072 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -11553871.000000 Penalty: 1165.783325
	Iteration 39Q: 3 clusters Score -1.155387e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358093 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -11554239.000000 Penalty: 1165.783325
	Iteration 40F: 3 clusters Score -1.155424e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358979 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -11554501.000000 Penalty: 1165.783325
	Iteration 41Q: 3 clusters Score -1.15545e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359747 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -11554644.000000 Penalty: 1165.783325
	Iteration 42Q: 3 clusters Score -1.155464e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360413 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -11554845.000000 Penalty: 1165.783325
	Iteration 43Q: 3 clusters Score -1.155484e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361008 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -11554997.000000 Penalty: 1165.783325
	Iteration 44Q: 3 clusters Score -1.1555e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361542 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -11555150.000000 Penalty: 1165.783325
	Iteration 45Q: 3 clusters Score -1.155515e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362007 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -11555267.000000 Penalty: 1165.783325
	Iteration 46Q: 3 clusters Score -1.155527e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362418 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -11555364.000000 Penalty: 1165.783325
	Iteration 47Q: 3 clusters Score -1.155536e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362803 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -11555464.000000 Penalty: 1165.783325
	Iteration 48Q: 3 clusters Score -1.155546e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363108 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -11555561.000000 Penalty: 1165.783325
	Iteration 49Q: 3 clusters Score -1.155556e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363350 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -11555612.000000 Penalty: 1165.783325
	Iteration 50Q: 3 clusters Score -1.155561e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363560 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -11555656.000000 Penalty: 1165.783325
	Iteration 51Q: 3 clusters Score -1.155566e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363749 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -11555704.000000 Penalty: 1165.783325
	Iteration 52Q: 3 clusters Score -1.15557e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363928 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -11555778.000000 Penalty: 1165.783325
	Iteration 53Q: 3 clusters Score -1.155578e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364070 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -11555806.000000 Penalty: 1165.783325
	Iteration 54Q: 3 clusters Score -1.155581e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364192 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11555820.000000 Penalty: 1165.783325
	Iteration 55Q: 3 clusters Score -1.155582e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364300 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -11555844.000000 Penalty: 1165.783325
	Iteration 56Q: 3 clusters Score -1.155584e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364395 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -11555861.000000 Penalty: 1165.783325
	Iteration 57Q: 3 clusters Score -1.155586e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364485 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -11555885.000000 Penalty: 1165.783325
	Iteration 58Q: 3 clusters Score -1.155588e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364567 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -11555922.000000 Penalty: 1165.783325
	Iteration 59Q: 3 clusters Score -1.155592e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364642 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -11555965.000000 Penalty: 1165.783325
	Iteration 60F: 3 clusters Score -1.155596e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364706 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -11555973.000000 Penalty: 1165.783325
	Iteration 61Q: 3 clusters Score -1.155597e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364769 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -11555994.000000 Penalty: 1165.783325
	Iteration 62Q: 3 clusters Score -1.155599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364825 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -11555979.000000 Penalty: 1165.783325
	Iteration 63Q: 3 clusters Score -1.155598e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364866 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11555996.000000 Penalty: 1165.783325
	Iteration 64Q: 3 clusters Score -1.1556e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364911 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -11555992.000000 Penalty: 1165.783325
	Iteration 65Q: 3 clusters Score -1.155599e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364964 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -11555992.000000 Penalty: 1165.783325
	Iteration 66Q: 3 clusters Score -1.155599e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365008 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -11555970.000000 Penalty: 1165.783325
	Iteration 67Q: 3 clusters Score -1.155597e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365042 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -11555978.000000 Penalty: 1165.783325
	Iteration 68Q: 3 clusters Score -1.155598e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365066 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -11555992.000000 Penalty: 1165.783325
	Iteration 69Q: 3 clusters Score -1.155599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365085 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -11556008.000000 Penalty: 1165.783325
	Iteration 70Q: 3 clusters Score -1.155601e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365106 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -11556005.000000 Penalty: 1165.783325
	Iteration 71Q: 3 clusters Score -1.1556e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365130 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -11556012.000000 Penalty: 1165.783325
	Iteration 72Q: 3 clusters Score -1.155601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365156 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -11556017.000000 Penalty: 1165.783325
	Iteration 73Q: 3 clusters Score -1.155602e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365178 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -11556026.000000 Penalty: 1165.783325
	Iteration 74Q: 3 clusters Score -1.155603e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365205 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -11556036.000000 Penalty: 1165.783325
	Iteration 75Q: 3 clusters Score -1.155604e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365233 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -11556046.000000 Penalty: 1165.783325
	Iteration 76Q: 3 clusters Score -1.155605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365253 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -11556050.000000 Penalty: 1165.783325
	Iteration 77Q: 3 clusters Score -1.155605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365269 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -11556057.000000 Penalty: 1165.783325
	Iteration 78Q: 3 clusters Score -1.155606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365284 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -11556061.000000 Penalty: 1165.783325
	Iteration 79Q: 3 clusters Score -1.155606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365306 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -11556067.000000 Penalty: 1165.783325
	Iteration 80F: 3 clusters Score -1.155607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365323 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -11556066.000000 Penalty: 1165.783325
	Iteration 81Q: 3 clusters Score -1.155607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365343 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11556064.000000 Penalty: 1165.783325
	Iteration 82Q: 3 clusters Score -1.155606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365358 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -11556073.000000 Penalty: 1165.783325
	Iteration 83Q: 3 clusters Score -1.155607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365375 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -11556078.000000 Penalty: 1165.783325
	Iteration 84Q: 3 clusters Score -1.155608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365401 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11556080.000000 Penalty: 1165.783325
	Iteration 85Q: 3 clusters Score -1.155608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365419 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -11556096.000000 Penalty: 1165.783325
	Iteration 86Q: 3 clusters Score -1.15561e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365430 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11556102.000000 Penalty: 1165.783325
	Iteration 87Q: 3 clusters Score -1.15561e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365441 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11556093.000000 Penalty: 1165.783325
	Iteration 88Q: 3 clusters Score -1.155609e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365452 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -11556103.000000 Penalty: 1165.783325
	Iteration 89Q: 3 clusters Score -1.15561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365459 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11556103.000000 Penalty: 1165.783325
	Iteration 90Q: 3 clusters Score -1.15561e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365466 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -11556111.000000 Penalty: 1165.783325
	Iteration 91Q: 3 clusters Score -1.155611e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365471 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11556106.000000 Penalty: 1165.783325
	Iteration 92Q: 3 clusters Score -1.155611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365474 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11556110.000000 Penalty: 1165.783325
	Iteration 93Q: 3 clusters Score -1.155611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365477 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11556108.000000 Penalty: 1165.783325
	Iteration 94Q: 3 clusters Score -1.155611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365481 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -11556108.000000 Penalty: 1165.783325
	Iteration 95Q: 3 clusters Score -1.155611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365484 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11556108.000000 Penalty: 1165.783325
	Iteration 96Q: 3 clusters Score -1.155611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365485 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -11556108.000000 Penalty: 1165.783325
	Iteration 97Q: 3 clusters Score -1.155611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365484 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11556112.000000 Penalty: 1165.783325
	Iteration 98Q: 3 clusters Score -1.155611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365486 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11556115.000000 Penalty: 1165.783325
	Iteration 99Q: 3 clusters Score -1.155612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365489 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -11556108.000000 Penalty: 1165.783325
	Iteration 100F: 3 clusters Score -1.155611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365490 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -11556106.000000 Penalty: 1165.783325
	Iteration 101Q: 3 clusters Score -1.155611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365491 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -11556112.000000 Penalty: 1165.783325
	Iteration 102Q: 3 clusters Score -1.155611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365494 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11556107.000000 Penalty: 1165.783325
	Iteration 103Q: 3 clusters Score -1.155611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365494 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -11556106.000000 Penalty: 1165.783325
	Iteration 104Q: 3 clusters Score -1.155611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365495 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -11556104.000000 Penalty: 1165.783325
	Iteration 105Q: 3 clusters Score -1.15561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365498 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -11556105.000000 Penalty: 1165.783325
	Iteration 106Q: 3 clusters Score -1.15561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365500 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11556107.000000 Penalty: 1165.783325
	Iteration 107Q: 3 clusters Score -1.155611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365501 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -11556104.000000 Penalty: 1165.783325
	Iteration 108Q: 3 clusters Score -1.15561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365502 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11556106.000000 Penalty: 1165.783325
	Iteration 109Q: 3 clusters Score -1.155611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365502 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -11556106.000000 Penalty: 1165.783325
	Iteration 110F: 3 clusters Score -1.155611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (18980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Entering Unmasked Estep 
Score: -562674.500000 Penalty: 448.226929
	Iteration 0F: 2 clusters Score -562674.5 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 9463 members 
Entering Unmasked Estep 
Score: -549892.187500 Penalty: 896.453857
	Iteration 0F: 3 clusters Score -549892.2 nChanged 9074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -555014.312500 Penalty: 896.453857
	Iteration 1F: 3 clusters Score -555014.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -555234.250000 Penalty: 896.453857
	Iteration 2Q: 3 clusters Score -555234.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -555545.062500 Penalty: 896.453857
	Iteration 3Q: 3 clusters Score -555545.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -556008.687500 Penalty: 896.453857
	Iteration 4F: 3 clusters Score -556008.7 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -556735.250000 Penalty: 896.453857
	Iteration 5F: 3 clusters Score -556735.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -557842.187500 Penalty: 896.453857
	Iteration 6F: 3 clusters Score -557842.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -559234.437500 Penalty: 896.453857
	Iteration 7F: 3 clusters Score -559234.4 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -560523.312500 Penalty: 896.453857
	Iteration 8F: 3 clusters Score -560523.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -561214.625000 Penalty: 896.453857
	Iteration 9Q: 3 clusters Score -561214.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -561540.625000 Penalty: 896.453857
	Iteration 10Q: 3 clusters Score -561540.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -561729.687500 Penalty: 896.453857
	Iteration 11Q: 3 clusters Score -561729.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -561875.125000 Penalty: 896.453857
	Iteration 12Q: 3 clusters Score -561875.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -561976.250000 Penalty: 896.453857
	Iteration 13Q: 3 clusters Score -561976.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -562040.312500 Penalty: 896.453857
	Iteration 14Q: 3 clusters Score -562040.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -562083.437500 Penalty: 896.453857
	Iteration 15Q: 3 clusters Score -562083.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -562121.750000 Penalty: 896.453857
	Iteration 16Q: 3 clusters Score -562121.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -562149.687500 Penalty: 896.453857
	Iteration 17Q: 3 clusters Score -562149.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -562173.250000 Penalty: 896.453857
	Iteration 18Q: 3 clusters Score -562173.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -562187.187500 Penalty: 896.453857
	Iteration 19Q: 3 clusters Score -562187.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -562195.437500 Penalty: 896.453857
	Iteration 20F: 3 clusters Score -562195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -562208.312500 Penalty: 896.453857
	Iteration 21Q: 3 clusters Score -562208.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -562220.562500 Penalty: 896.453857
	Iteration 22Q: 3 clusters Score -562220.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -562239.000000 Penalty: 896.453857
	Iteration 23Q: 3 clusters Score -562239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -562251.875000 Penalty: 896.453857
	Iteration 24Q: 3 clusters Score -562251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -562260.812500 Penalty: 896.453857
	Iteration 25Q: 3 clusters Score -562260.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -562268.750000 Penalty: 896.453857
	Iteration 26Q: 3 clusters Score -562268.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -562281.437500 Penalty: 896.453857
	Iteration 27Q: 3 clusters Score -562281.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -562285.812500 Penalty: 896.453857
	Iteration 28Q: 3 clusters Score -562285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -562288.750000 Penalty: 896.453857
	Iteration 29Q: 3 clusters Score -562288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -562289.125000 Penalty: 896.453857
	Iteration 30Q: 3 clusters Score -562289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18881 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -562290.812500 Penalty: 896.453857
	Iteration 31Q: 3 clusters Score -562290.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -562291.312500 Penalty: 896.453857
	Iteration 32Q: 3 clusters Score -562291.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -562291.562500 Penalty: 896.453857
	Iteration 33Q: 3 clusters Score -562291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -562291.375000 Penalty: 896.453857
	Iteration 34Q: 3 clusters Score -562291.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -562292.312500 Penalty: 896.453857
	Iteration 35Q: 3 clusters Score -562292.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -562292.312500 Penalty: 896.453857
	Iteration 36F: 3 clusters Score -562292.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -69931.945312 Penalty: 349.068115
	Iteration 0F: 2 clusters Score -69931.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -68385.171875 Penalty: 698.136230
	Iteration 0F: 3 clusters Score -68385.17 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -69018.875000 Penalty: 698.136230
	Iteration 1F: 3 clusters Score -69018.88 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -69193.164062 Penalty: 698.136230
	Iteration 2F: 3 clusters Score -69193.16 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -69353.898438 Penalty: 698.136230
	Iteration 3F: 3 clusters Score -69353.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -69458.414062 Penalty: 698.136230
	Iteration 4F: 3 clusters Score -69458.41 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -69537.789062 Penalty: 698.136230
	Iteration 5F: 3 clusters Score -69537.79 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -69591.796875 Penalty: 698.136230
	Iteration 6Q: 3 clusters Score -69591.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -69623.851562 Penalty: 698.136230
	Iteration 7Q: 3 clusters Score -69623.85 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -69636.859375 Penalty: 698.136230
	Iteration 8Q: 3 clusters Score -69636.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -69648.898438 Penalty: 698.136230
	Iteration 9Q: 3 clusters Score -69648.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -69661.109375 Penalty: 698.136230
	Iteration 10Q: 3 clusters Score -69661.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -69676.085938 Penalty: 698.136230
	Iteration 11Q: 3 clusters Score -69676.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -69690.476562 Penalty: 698.136230
	Iteration 12Q: 3 clusters Score -69690.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -69704.750000 Penalty: 698.136230
	Iteration 13Q: 3 clusters Score -69704.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -69716.726562 Penalty: 698.136230
	Iteration 14Q: 3 clusters Score -69716.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -69723.937500 Penalty: 698.136230
	Iteration 15Q: 3 clusters Score -69723.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -69730.437500 Penalty: 698.136230
	Iteration 16Q: 3 clusters Score -69730.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -69737.046875 Penalty: 698.136230
	Iteration 17Q: 3 clusters Score -69737.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -69744.070312 Penalty: 698.136230
	Iteration 18Q: 3 clusters Score -69744.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -69750.117188 Penalty: 698.136230
	Iteration 19Q: 3 clusters Score -69750.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -69753.453125 Penalty: 698.136230
	Iteration 20F: 3 clusters Score -69753.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -69755.429688 Penalty: 698.136230
	Iteration 21Q: 3 clusters Score -69755.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -69756.906250 Penalty: 698.136230
	Iteration 22Q: 3 clusters Score -69756.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -69759.062500 Penalty: 698.136230
	Iteration 23Q: 3 clusters Score -69759.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -69762.250000 Penalty: 698.136230
	Iteration 24Q: 3 clusters Score -69762.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -69764.789062 Penalty: 698.136230
	Iteration 25Q: 3 clusters Score -69764.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -69767.312500 Penalty: 698.136230
	Iteration 26Q: 3 clusters Score -69767.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -69768.343750 Penalty: 698.136230
	Iteration 27Q: 3 clusters Score -69768.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -69771.281250 Penalty: 698.136230
	Iteration 28Q: 3 clusters Score -69771.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -69772.960938 Penalty: 698.136230
	Iteration 29Q: 3 clusters Score -69772.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -69774.437500 Penalty: 698.136230
	Iteration 30Q: 3 clusters Score -69774.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -69776.726562 Penalty: 698.136230
	Iteration 31Q: 3 clusters Score -69776.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -69778.281250 Penalty: 698.136230
	Iteration 32Q: 3 clusters Score -69778.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -69779.093750 Penalty: 698.136230
	Iteration 33Q: 3 clusters Score -69779.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -69779.789062 Penalty: 698.136230
	Iteration 34Q: 3 clusters Score -69779.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -69779.976562 Penalty: 698.136230
	Iteration 35Q: 3 clusters Score -69779.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -69780.078125 Penalty: 698.136230
	Iteration 36Q: 3 clusters Score -69780.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -69780.078125 Penalty: 698.136230
	Iteration 37F: 3 clusters Score -69780.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Entering Unmasked Estep 
Score: -8669.923828 Penalty: 268.320496
	Iteration 0F: 2 clusters Score -8669.924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8256.126953 Penalty: 536.640991
	Iteration 0F: 3 clusters Score -8256.127 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8366.905273 Penalty: 536.640991
	Iteration 1F: 3 clusters Score -8366.905 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -8410.245117 Penalty: 536.640991
	Iteration 2F: 3 clusters Score -8410.245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -8430.416016 Penalty: 536.640991
	Iteration 3Q: 3 clusters Score -8430.416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8442.441406 Penalty: 536.640991
	Iteration 4Q: 3 clusters Score -8442.441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8447.355469 Penalty: 536.640991
	Iteration 5Q: 3 clusters Score -8447.355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8453.051758 Penalty: 536.640991
	Iteration 6Q: 3 clusters Score -8453.052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8454.664062 Penalty: 536.640991
	Iteration 7Q: 3 clusters Score -8454.664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8455.086914 Penalty: 536.640991
	Iteration 8Q: 3 clusters Score -8455.087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8455.793945 Penalty: 536.640991
	Iteration 9Q: 3 clusters Score -8455.794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -8457.492188 Penalty: 536.640991
	Iteration 10Q: 3 clusters Score -8457.492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8457.813477 Penalty: 536.640991
	Iteration 11Q: 3 clusters Score -8457.813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8457.813477 Penalty: 536.640991
	Iteration 12F: 3 clusters Score -8457.813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Entering Unmasked Estep 
Score: -25003.953125 Penalty: 304.883270
	Iteration 0F: 2 clusters Score -25003.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -24319.289062 Penalty: 609.766541
	Iteration 0F: 3 clusters Score -24319.29 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -24493.882812 Penalty: 609.766541
	Iteration 1F: 3 clusters Score -24493.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -24527.248047 Penalty: 609.766541
	Iteration 2F: 3 clusters Score -24527.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24546.662109 Penalty: 609.766541
	Iteration 3Q: 3 clusters Score -24546.66 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24567.332031 Penalty: 609.766541
	Iteration 4Q: 3 clusters Score -24567.33 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24577.960938 Penalty: 609.766541
	Iteration 5Q: 3 clusters Score -24577.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -24591.335938 Penalty: 609.766541
	Iteration 6Q: 3 clusters Score -24591.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -24600.218750 Penalty: 609.766541
	Iteration 7Q: 3 clusters Score -24600.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -24606.539062 Penalty: 609.766541
	Iteration 8Q: 3 clusters Score -24606.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -24615.238281 Penalty: 609.766541
	Iteration 9Q: 3 clusters Score -24615.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -24623.722656 Penalty: 609.766541
	Iteration 10Q: 3 clusters Score -24623.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -24638.568359 Penalty: 609.766541
	Iteration 11Q: 3 clusters Score -24638.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -24653.730469 Penalty: 609.766541
	Iteration 12Q: 3 clusters Score -24653.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -24673.074219 Penalty: 609.766541
	Iteration 13Q: 3 clusters Score -24673.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -24688.486328 Penalty: 609.766541
	Iteration 14Q: 3 clusters Score -24688.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -24702.855469 Penalty: 609.766541
	Iteration 15Q: 3 clusters Score -24702.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24718.496094 Penalty: 609.766541
	Iteration 16Q: 3 clusters Score -24718.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -24725.318359 Penalty: 609.766541
	Iteration 17Q: 3 clusters Score -24725.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -24732.298828 Penalty: 609.766541
	Iteration 18Q: 3 clusters Score -24732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -24734.220703 Penalty: 609.766541
	Iteration 19Q: 3 clusters Score -24734.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -24737.183594 Penalty: 609.766541
	Iteration 20F: 3 clusters Score -24737.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -24744.386719 Penalty: 609.766541
	Iteration 21Q: 3 clusters Score -24744.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -24749.783203 Penalty: 609.766541
	Iteration 22Q: 3 clusters Score -24749.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24751.257812 Penalty: 609.766541
	Iteration 23Q: 3 clusters Score -24751.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24751.388672 Penalty: 609.766541
	Iteration 24Q: 3 clusters Score -24751.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24752.035156 Penalty: 609.766541
	Iteration 25Q: 3 clusters Score -24752.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24752.943359 Penalty: 609.766541
	Iteration 26Q: 3 clusters Score -24752.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -24753.166016 Penalty: 609.766541
	Iteration 27Q: 3 clusters Score -24753.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24753.613281 Penalty: 609.766541
	Iteration 28Q: 3 clusters Score -24753.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24753.939453 Penalty: 609.766541
	Iteration 29Q: 3 clusters Score -24753.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -24753.939453 Penalty: 609.766541
	Iteration 30F: 3 clusters Score -24753.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Entering Unmasked Estep 
Score: -58634.574219 Penalty: 347.625610
	Iteration 0F: 2 clusters Score -58634.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -57151.425781 Penalty: 695.251221
	Iteration 0F: 3 clusters Score -57151.43 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -57617.476562 Penalty: 695.251221
	Iteration 1F: 3 clusters Score -57617.48 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -57730.257812 Penalty: 695.251221
	Iteration 2F: 3 clusters Score -57730.26 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -57851.871094 Penalty: 695.251221
	Iteration 3F: 3 clusters Score -57851.87 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -57958.496094 Penalty: 695.251221
	Iteration 4F: 3 clusters Score -57958.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -58059.457031 Penalty: 695.251221
	Iteration 5F: 3 clusters Score -58059.46 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -58149.601562 Penalty: 695.251221
	Iteration 6F: 3 clusters Score -58149.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -58228.593750 Penalty: 695.251221
	Iteration 7Q: 3 clusters Score -58228.59 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -58285.570312 Penalty: 695.251221
	Iteration 8Q: 3 clusters Score -58285.57 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -58337.363281 Penalty: 695.251221
	Iteration 9Q: 3 clusters Score -58337.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -58374.710938 Penalty: 695.251221
	Iteration 10Q: 3 clusters Score -58374.71 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -58410.214844 Penalty: 695.251221
	Iteration 11Q: 3 clusters Score -58410.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -58431.394531 Penalty: 695.251221
	Iteration 12Q: 3 clusters Score -58431.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -58442.378906 Penalty: 695.251221
	Iteration 13Q: 3 clusters Score -58442.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -58449.648438 Penalty: 695.251221
	Iteration 14Q: 3 clusters Score -58449.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -58458.503906 Penalty: 695.251221
	Iteration 15Q: 3 clusters Score -58458.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -58470.230469 Penalty: 695.251221
	Iteration 16Q: 3 clusters Score -58470.23 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -58480.457031 Penalty: 695.251221
	Iteration 17Q: 3 clusters Score -58480.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -58485.808594 Penalty: 695.251221
	Iteration 18Q: 3 clusters Score -58485.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -58487.617188 Penalty: 695.251221
	Iteration 19Q: 3 clusters Score -58487.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -58488.074219 Penalty: 695.251221
	Iteration 20F: 3 clusters Score -58488.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -58488.484375 Penalty: 695.251221
	Iteration 21Q: 3 clusters Score -58488.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -58488.484375 Penalty: 695.251221
	Iteration 22F: 3 clusters Score -58488.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -54440.121094 Penalty: 340.844482
	Iteration 0F: 2 clusters Score -54440.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -53101.640625 Penalty: 681.688965
	Iteration 0F: 3 clusters Score -53101.64 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -53512.539062 Penalty: 681.688965
	Iteration 1F: 3 clusters Score -53512.54 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -53563.734375 Penalty: 681.688965
	Iteration 2F: 3 clusters Score -53563.73 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -53598.710938 Penalty: 681.688965
	Iteration 3Q: 3 clusters Score -53598.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -53623.898438 Penalty: 681.688965
	Iteration 4Q: 3 clusters Score -53623.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -53644.878906 Penalty: 681.688965
	Iteration 5Q: 3 clusters Score -53644.88 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -53672.472656 Penalty: 681.688965
	Iteration 6Q: 3 clusters Score -53672.47 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -53703.242188 Penalty: 681.688965
	Iteration 7Q: 3 clusters Score -53703.24 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -53730.308594 Penalty: 681.688965
	Iteration 8Q: 3 clusters Score -53730.31 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -53756.066406 Penalty: 681.688965
	Iteration 9Q: 3 clusters Score -53756.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -53796.222656 Penalty: 681.688965
	Iteration 10Q: 3 clusters Score -53796.22 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -53834.128906 Penalty: 681.688965
	Iteration 11Q: 3 clusters Score -53834.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -53884.558594 Penalty: 681.688965
	Iteration 12Q: 3 clusters Score -53884.56 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -53944.792969 Penalty: 681.688965
	Iteration 13Q: 3 clusters Score -53944.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -54006.003906 Penalty: 681.688965
	Iteration 14Q: 3 clusters Score -54006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -54063.953125 Penalty: 681.688965
	Iteration 15Q: 3 clusters Score -54063.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -54095.667969 Penalty: 681.688965
	Iteration 16Q: 3 clusters Score -54095.67 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -54120.542969 Penalty: 681.688965
	Iteration 17Q: 3 clusters Score -54120.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -54137.171875 Penalty: 681.688965
	Iteration 18Q: 3 clusters Score -54137.17 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -54160.058594 Penalty: 681.688965
	Iteration 19Q: 3 clusters Score -54160.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54175.636719 Penalty: 681.688965
	Iteration 20F: 3 clusters Score -54175.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -54183.949219 Penalty: 681.688965
	Iteration 21Q: 3 clusters Score -54183.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -54186.910156 Penalty: 681.688965
	Iteration 22Q: 3 clusters Score -54186.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -54187.613281 Penalty: 681.688965
	Iteration 23Q: 3 clusters Score -54187.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -54188.519531 Penalty: 681.688965
	Iteration 24Q: 3 clusters Score -54188.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54189.593750 Penalty: 681.688965
	Iteration 25Q: 3 clusters Score -54189.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -54191.058594 Penalty: 681.688965
	Iteration 26Q: 3 clusters Score -54191.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54191.839844 Penalty: 681.688965
	Iteration 27Q: 3 clusters Score -54191.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54191.839844 Penalty: 681.688965
	Iteration 28F: 3 clusters Score -54191.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Entering Unmasked Estep 
Score: -1494547.125000 Penalty: 489.599609
	Iteration 0F: 2 clusters Score -1494547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -1463092.875000 Penalty: 979.199219
	Iteration 0F: 3 clusters Score -1463093 nChanged 22748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -1478083.625000 Penalty: 979.199219
	Iteration 1F: 3 clusters Score -1478084 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21991 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -1479488.750000 Penalty: 979.199219
	Iteration 2F: 3 clusters Score -1479489 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -1481419.875000 Penalty: 979.199219
	Iteration 3F: 3 clusters Score -1481420 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -1483755.250000 Penalty: 979.199219
	Iteration 4F: 3 clusters Score -1483755 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1486012.375000 Penalty: 979.199219
	Iteration 5F: 3 clusters Score -1486012 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -1487352.625000 Penalty: 979.199219
	Iteration 6F: 3 clusters Score -1487353 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -1487828.500000 Penalty: 979.199219
	Iteration 7Q: 3 clusters Score -1487828 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -1488046.250000 Penalty: 979.199219
	Iteration 8Q: 3 clusters Score -1488046 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -1488226.125000 Penalty: 979.199219
	Iteration 9Q: 3 clusters Score -1488226 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -1488392.250000 Penalty: 979.199219
	Iteration 10Q: 3 clusters Score -1488392 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -1488569.500000 Penalty: 979.199219
	Iteration 11Q: 3 clusters Score -1488570 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -1488781.625000 Penalty: 979.199219
	Iteration 12Q: 3 clusters Score -1488782 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -1489034.750000 Penalty: 979.199219
	Iteration 13Q: 3 clusters Score -1489035 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -1489320.875000 Penalty: 979.199219
	Iteration 14Q: 3 clusters Score -1489321 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 34241 members 
Entering Unmasked Estep 
Score: -1489646.125000 Penalty: 979.199219
	Iteration 15Q: 3 clusters Score -1489646 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 35120 members 
Entering Unmasked Estep 
Score: -1489992.000000 Penalty: 979.199219
	Iteration 16Q: 3 clusters Score -1489992 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -1490338.875000 Penalty: 979.199219
	Iteration 17Q: 3 clusters Score -1490339 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 36821 members 
Entering Unmasked Estep 
Score: -1490660.000000 Penalty: 979.199219
	Iteration 18Q: 3 clusters Score -1490660 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -1490993.875000 Penalty: 979.199219
	Iteration 19Q: 3 clusters Score -1490994 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -1491301.875000 Penalty: 979.199219
	Iteration 20F: 3 clusters Score -1491302 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -1491602.250000 Penalty: 979.199219
	Iteration 21Q: 3 clusters Score -1491602 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -1491920.250000 Penalty: 979.199219
	Iteration 22Q: 3 clusters Score -1491920 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -1492226.000000 Penalty: 979.199219
	Iteration 23Q: 3 clusters Score -1492226 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -1492519.500000 Penalty: 979.199219
	Iteration 24Q: 3 clusters Score -1492520 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -1492788.625000 Penalty: 979.199219
	Iteration 25Q: 3 clusters Score -1492789 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 42461 members 
Entering Unmasked Estep 
Score: -1493054.250000 Penalty: 979.199219
	Iteration 26Q: 3 clusters Score -1493054 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -1493299.750000 Penalty: 979.199219
	Iteration 27Q: 3 clusters Score -1493300 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -1493517.625000 Penalty: 979.199219
	Iteration 28Q: 3 clusters Score -1493518 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -1493702.375000 Penalty: 979.199219
	Iteration 29Q: 3 clusters Score -1493702 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -1493847.250000 Penalty: 979.199219
	Iteration 30Q: 3 clusters Score -1493847 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -1493968.625000 Penalty: 979.199219
	Iteration 31Q: 3 clusters Score -1493969 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -1494062.250000 Penalty: 979.199219
	Iteration 32Q: 3 clusters Score -1494062 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -1494136.250000 Penalty: 979.199219
	Iteration 33Q: 3 clusters Score -1494136 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 45086 members 
Entering Unmasked Estep 
Score: -1494207.875000 Penalty: 979.199219
	Iteration 34Q: 3 clusters Score -1494208 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -1494254.750000 Penalty: 979.199219
	Iteration 35Q: 3 clusters Score -1494255 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -1494285.500000 Penalty: 979.199219
	Iteration 36Q: 3 clusters Score -1494286 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -1494308.250000 Penalty: 979.199219
	Iteration 37Q: 3 clusters Score -1494308 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -1494320.250000 Penalty: 979.199219
	Iteration 38Q: 3 clusters Score -1494320 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 45571 members 
Entering Unmasked Estep 
Score: -1494337.375000 Penalty: 979.199219
	Iteration 39Q: 3 clusters Score -1494337 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -1494354.875000 Penalty: 979.199219
	Iteration 40F: 3 clusters Score -1494355 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 45673 members 
Entering Unmasked Estep 
Score: -1494359.375000 Penalty: 979.199219
	Iteration 41Q: 3 clusters Score -1494359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -1494362.000000 Penalty: 979.199219
	Iteration 42Q: 3 clusters Score -1494362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -1494366.250000 Penalty: 979.199219
	Iteration 43Q: 3 clusters Score -1494366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -1494373.125000 Penalty: 979.199219
	Iteration 44Q: 3 clusters Score -1494373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -1494376.625000 Penalty: 979.199219
	Iteration 45Q: 3 clusters Score -1494377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 45830 members 
Entering Unmasked Estep 
Score: -1494376.625000 Penalty: 979.199219
	Iteration 46Q: 3 clusters Score -1494377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 45849 members 
Entering Unmasked Estep 
Score: -1494376.125000 Penalty: 979.199219
	Iteration 47Q: 3 clusters Score -1494376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -1494376.625000 Penalty: 979.199219
	Iteration 48Q: 3 clusters Score -1494377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -1494378.875000 Penalty: 979.199219
	Iteration 49Q: 3 clusters Score -1494379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -1494382.250000 Penalty: 979.199219
	Iteration 50Q: 3 clusters Score -1494382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -1494383.500000 Penalty: 979.199219
	Iteration 51Q: 3 clusters Score -1494384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 45938 members 
Entering Unmasked Estep 
Score: -1494388.250000 Penalty: 979.199219
	Iteration 52Q: 3 clusters Score -1494388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
Score: -1494394.875000 Penalty: 979.199219
	Iteration 53Q: 3 clusters Score -1494395 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -1494401.500000 Penalty: 979.199219
	Iteration 54Q: 3 clusters Score -1494402 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -1494405.375000 Penalty: 979.199219
	Iteration 55Q: 3 clusters Score -1494405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -1494409.625000 Penalty: 979.199219
	Iteration 56Q: 3 clusters Score -1494410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -1494416.250000 Penalty: 979.199219
	Iteration 57Q: 3 clusters Score -1494416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -1494418.250000 Penalty: 979.199219
	Iteration 58Q: 3 clusters Score -1494418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -1494414.875000 Penalty: 979.199219
	Iteration 59Q: 3 clusters Score -1494415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -1494416.500000 Penalty: 979.199219
	Iteration 60F: 3 clusters Score -1494416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -1494416.875000 Penalty: 979.199219
	Iteration 61Q: 3 clusters Score -1494417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -1494419.750000 Penalty: 979.199219
	Iteration 62Q: 3 clusters Score -1494420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -1494423.000000 Penalty: 979.199219
	Iteration 63Q: 3 clusters Score -1494423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -1494420.625000 Penalty: 979.199219
	Iteration 64Q: 3 clusters Score -1494421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -1494418.125000 Penalty: 979.199219
	Iteration 65Q: 3 clusters Score -1494418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -1494417.750000 Penalty: 979.199219
	Iteration 66Q: 3 clusters Score -1494418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -1494420.000000 Penalty: 979.199219
	Iteration 67Q: 3 clusters Score -1494420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -1494425.500000 Penalty: 979.199219
	Iteration 68Q: 3 clusters Score -1494426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -1494428.250000 Penalty: 979.199219
	Iteration 69Q: 3 clusters Score -1494428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -1494428.125000 Penalty: 979.199219
	Iteration 70Q: 3 clusters Score -1494428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -1494431.125000 Penalty: 979.199219
	Iteration 71Q: 3 clusters Score -1494431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -1494433.125000 Penalty: 979.199219
	Iteration 72Q: 3 clusters Score -1494433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -1494433.750000 Penalty: 979.199219
	Iteration 73Q: 3 clusters Score -1494434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -1494437.500000 Penalty: 979.199219
	Iteration 74Q: 3 clusters Score -1494438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -1494437.375000 Penalty: 979.199219
	Iteration 75Q: 3 clusters Score -1494437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -1494437.000000 Penalty: 979.199219
	Iteration 76Q: 3 clusters Score -1494437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -1494438.250000 Penalty: 979.199219
	Iteration 77Q: 3 clusters Score -1494438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -1494438.875000 Penalty: 979.199219
	Iteration 78Q: 3 clusters Score -1494439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -1494439.875000 Penalty: 979.199219
	Iteration 79Q: 3 clusters Score -1494440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -1494439.875000 Penalty: 979.199219
	Iteration 80F: 3 clusters Score -1494440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Entering Unmasked Estep 
Score: -76375.468750 Penalty: 354.231384
	Iteration 0F: 2 clusters Score -76375.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -74632.578125 Penalty: 708.462769
	Iteration 0F: 3 clusters Score -74632.58 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -75200.484375 Penalty: 708.462769
	Iteration 1F: 3 clusters Score -75200.48 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -75283.812500 Penalty: 708.462769
	Iteration 2F: 3 clusters Score -75283.81 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -75370.585938 Penalty: 708.462769
	Iteration 3F: 3 clusters Score -75370.59 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -75485.078125 Penalty: 708.462769
	Iteration 4F: 3 clusters Score -75485.08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -75597.570312 Penalty: 708.462769
	Iteration 5F: 3 clusters Score -75597.57 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -75725.617188 Penalty: 708.462769
	Iteration 6F: 3 clusters Score -75725.62 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -75873.054688 Penalty: 708.462769
	Iteration 7F: 3 clusters Score -75873.05 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -75987.609375 Penalty: 708.462769
	Iteration 8F: 3 clusters Score -75987.61 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -76059.031250 Penalty: 708.462769
	Iteration 9Q: 3 clusters Score -76059.03 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -76108.171875 Penalty: 708.462769
	Iteration 10Q: 3 clusters Score -76108.17 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -76144.078125 Penalty: 708.462769
	Iteration 11Q: 3 clusters Score -76144.08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -76167.179688 Penalty: 708.462769
	Iteration 12Q: 3 clusters Score -76167.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -76176.281250 Penalty: 708.462769
	Iteration 13Q: 3 clusters Score -76176.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -76179.875000 Penalty: 708.462769
	Iteration 14Q: 3 clusters Score -76179.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -76181.343750 Penalty: 708.462769
	Iteration 15Q: 3 clusters Score -76181.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -76182.031250 Penalty: 708.462769
	Iteration 16Q: 3 clusters Score -76182.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -76182.671875 Penalty: 708.462769
	Iteration 17Q: 3 clusters Score -76182.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -76183.304688 Penalty: 708.462769
	Iteration 18Q: 3 clusters Score -76183.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -76184.687500 Penalty: 708.462769
	Iteration 19Q: 3 clusters Score -76184.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -76186.984375 Penalty: 708.462769
	Iteration 20F: 3 clusters Score -76186.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -76188.875000 Penalty: 708.462769
	Iteration 21Q: 3 clusters Score -76188.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -76189.546875 Penalty: 708.462769
	Iteration 22Q: 3 clusters Score -76189.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -76189.921875 Penalty: 708.462769
	Iteration 23Q: 3 clusters Score -76189.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -76190.421875 Penalty: 708.462769
	Iteration 24Q: 3 clusters Score -76190.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -76190.726562 Penalty: 708.462769
	Iteration 25Q: 3 clusters Score -76190.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -76190.726562 Penalty: 708.462769
	Iteration 26F: 3 clusters Score -76190.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (228277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228277 members 
Entering Unmasked Estep 
Score: -6788699.500000 Penalty: 561.393311
	Iteration 0F: 2 clusters Score -6788700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 114291 members 
Entering Unmasked Estep 
Score: -6632682.500000 Penalty: 1122.786621
	Iteration 0F: 3 clusters Score -6632682 nChanged 112717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 118610 members 
Entering Unmasked Estep 
Score: -6703206.000000 Penalty: 1122.786621
	Iteration 1F: 3 clusters Score -6703206 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106218 members 
Mstep: Class 2 contains 122059 members 
Entering Unmasked Estep 
Score: -6706514.500000 Penalty: 1122.786621
	Iteration 2Q: 3 clusters Score -6706514 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100450 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -6711987.500000 Penalty: 1122.786621
	Iteration 3Q: 3 clusters Score -6711988 nChanged 14064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91980 members 
Mstep: Class 2 contains 136297 members 
Entering Unmasked Estep 
Score: -6720766.500000 Penalty: 1122.786621
	Iteration 4F: 3 clusters Score -6720766 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81478 members 
Mstep: Class 2 contains 146799 members 
Entering Unmasked Estep 
Score: -6733559.000000 Penalty: 1122.786621
	Iteration 5F: 3 clusters Score -6733559 nChanged 16167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 156898 members 
Entering Unmasked Estep 
Score: -6747489.500000 Penalty: 1122.786621
	Iteration 6F: 3 clusters Score -6747490 nChanged 13138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63923 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -6756467.500000 Penalty: 1122.786621
	Iteration 7F: 3 clusters Score -6756468 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -6760775.500000 Penalty: 1122.786621
	Iteration 8Q: 3 clusters Score -6760776 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 175168 members 
Entering Unmasked Estep 
Score: -6763335.500000 Penalty: 1122.786621
	Iteration 9Q: 3 clusters Score -6763336 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 180091 members 
Entering Unmasked Estep 
Score: -6765588.000000 Penalty: 1122.786621
	Iteration 10Q: 3 clusters Score -6765588 nChanged 4934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 185007 members 
Entering Unmasked Estep 
Score: -6767794.500000 Penalty: 1122.786621
	Iteration 11Q: 3 clusters Score -6767794 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 189835 members 
Entering Unmasked Estep 
Score: -6770220.500000 Penalty: 1122.786621
	Iteration 12Q: 3 clusters Score -6770220 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 194565 members 
Entering Unmasked Estep 
Score: -6772675.500000 Penalty: 1122.786621
	Iteration 13Q: 3 clusters Score -6772676 nChanged 4639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 199196 members 
Entering Unmasked Estep 
Score: -6775286.000000 Penalty: 1122.786621
	Iteration 14Q: 3 clusters Score -6775286 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 203440 members 
Entering Unmasked Estep 
Score: -6777847.000000 Penalty: 1122.786621
	Iteration 15Q: 3 clusters Score -6777847 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 207328 members 
Entering Unmasked Estep 
Score: -6780268.000000 Penalty: 1122.786621
	Iteration 16Q: 3 clusters Score -6780268 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 210675 members 
Entering Unmasked Estep 
Score: -6782417.000000 Penalty: 1122.786621
	Iteration 17Q: 3 clusters Score -6782417 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 213484 members 
Entering Unmasked Estep 
Score: -6784178.500000 Penalty: 1122.786621
	Iteration 18Q: 3 clusters Score -6784178 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 215791 members 
Entering Unmasked Estep 
Score: -6785532.000000 Penalty: 1122.786621
	Iteration 19Q: 3 clusters Score -6785532 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 217645 members 
Entering Unmasked Estep 
Score: -6786482.500000 Penalty: 1122.786621
	Iteration 20F: 3 clusters Score -6786482 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 219071 members 
Entering Unmasked Estep 
Score: -6787116.000000 Penalty: 1122.786621
	Iteration 21Q: 3 clusters Score -6787116 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 220215 members 
Entering Unmasked Estep 
Score: -6787610.000000 Penalty: 1122.786621
	Iteration 22Q: 3 clusters Score -6787610 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 221163 members 
Entering Unmasked Estep 
Score: -6787925.500000 Penalty: 1122.786621
	Iteration 23Q: 3 clusters Score -6787926 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 221889 members 
Entering Unmasked Estep 
Score: -6788141.000000 Penalty: 1122.786621
	Iteration 24Q: 3 clusters Score -6788141 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 222483 members 
Entering Unmasked Estep 
Score: -6788277.000000 Penalty: 1122.786621
	Iteration 25Q: 3 clusters Score -6788277 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 222963 members 
Entering Unmasked Estep 
Score: -6788380.500000 Penalty: 1122.786621
	Iteration 26Q: 3 clusters Score -6788380 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 223352 members 
Entering Unmasked Estep 
Score: -6788441.500000 Penalty: 1122.786621
	Iteration 27Q: 3 clusters Score -6788442 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 223710 members 
Entering Unmasked Estep 
Score: -6788536.500000 Penalty: 1122.786621
	Iteration 28Q: 3 clusters Score -6788536 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 224028 members 
Entering Unmasked Estep 
Score: -6788607.000000 Penalty: 1122.786621
	Iteration 29Q: 3 clusters Score -6788607 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 224297 members 
Entering Unmasked Estep 
Score: -6788651.500000 Penalty: 1122.786621
	Iteration 30Q: 3 clusters Score -6788652 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 224546 members 
Entering Unmasked Estep 
Score: -6788695.000000 Penalty: 1122.786621
	Iteration 31Q: 3 clusters Score -6788695 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 224751 members 
Entering Unmasked Estep 
Score: -6788739.000000 Penalty: 1122.786621
	Iteration 32Q: 3 clusters Score -6788739 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 224917 members 
Entering Unmasked Estep 
Score: -6788771.500000 Penalty: 1122.786621
	Iteration 33Q: 3 clusters Score -6788772 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 225052 members 
Entering Unmasked Estep 
Score: -6788810.000000 Penalty: 1122.786621
	Iteration 34Q: 3 clusters Score -6788810 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 225164 members 
Entering Unmasked Estep 
Score: -6788827.500000 Penalty: 1122.786621
	Iteration 35Q: 3 clusters Score -6788828 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 225256 members 
Entering Unmasked Estep 
Score: -6788829.500000 Penalty: 1122.786621
	Iteration 36Q: 3 clusters Score -6788830 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 225331 members 
Entering Unmasked Estep 
Score: -6788823.000000 Penalty: 1122.786621
	Iteration 37Q: 3 clusters Score -6788823 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 225386 members 
Entering Unmasked Estep 
Score: -6788824.500000 Penalty: 1122.786621
	Iteration 38Q: 3 clusters Score -6788824 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 225425 members 
Entering Unmasked Estep 
Score: -6788823.500000 Penalty: 1122.786621
	Iteration 39Q: 3 clusters Score -6788824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 225456 members 
Entering Unmasked Estep 
Score: -6788831.000000 Penalty: 1122.786621
	Iteration 40F: 3 clusters Score -6788831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 225487 members 
Entering Unmasked Estep 
Score: -6788844.000000 Penalty: 1122.786621
	Iteration 41Q: 3 clusters Score -6788844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 225518 members 
Entering Unmasked Estep 
Score: -6788842.000000 Penalty: 1122.786621
	Iteration 42Q: 3 clusters Score -6788842 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 225546 members 
Entering Unmasked Estep 
Score: -6788839.000000 Penalty: 1122.786621
	Iteration 43Q: 3 clusters Score -6788839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 225571 members 
Entering Unmasked Estep 
Score: -6788842.000000 Penalty: 1122.786621
	Iteration 44Q: 3 clusters Score -6788842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 225591 members 
Entering Unmasked Estep 
Score: -6788849.000000 Penalty: 1122.786621
	Iteration 45Q: 3 clusters Score -6788849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 225607 members 
Entering Unmasked Estep 
Score: -6788839.500000 Penalty: 1122.786621
	Iteration 46Q: 3 clusters Score -6788840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 225626 members 
Entering Unmasked Estep 
Score: -6788845.500000 Penalty: 1122.786621
	Iteration 47Q: 3 clusters Score -6788846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 225642 members 
Entering Unmasked Estep 
Score: -6788844.500000 Penalty: 1122.786621
	Iteration 48Q: 3 clusters Score -6788844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 225657 members 
Entering Unmasked Estep 
Score: -6788842.000000 Penalty: 1122.786621
	Iteration 49Q: 3 clusters Score -6788842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 225672 members 
Entering Unmasked Estep 
Score: -6788855.500000 Penalty: 1122.786621
	Iteration 50Q: 3 clusters Score -6788856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 225680 members 
Entering Unmasked Estep 
Score: -6788858.000000 Penalty: 1122.786621
	Iteration 51Q: 3 clusters Score -6788858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 225687 members 
Entering Unmasked Estep 
Score: -6788859.500000 Penalty: 1122.786621
	Iteration 52Q: 3 clusters Score -6788860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 225692 members 
Entering Unmasked Estep 
Score: -6788860.500000 Penalty: 1122.786621
	Iteration 53Q: 3 clusters Score -6788860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 225697 members 
Entering Unmasked Estep 
Score: -6788856.000000 Penalty: 1122.786621
	Iteration 54Q: 3 clusters Score -6788856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 225704 members 
Entering Unmasked Estep 
Score: -6788856.500000 Penalty: 1122.786621
	Iteration 55Q: 3 clusters Score -6788856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 225712 members 
Entering Unmasked Estep 
Score: -6788859.500000 Penalty: 1122.786621
	Iteration 56Q: 3 clusters Score -6788860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 225724 members 
Entering Unmasked Estep 
Score: -6788856.000000 Penalty: 1122.786621
	Iteration 57Q: 3 clusters Score -6788856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 225738 members 
Entering Unmasked Estep 
Score: -6788852.500000 Penalty: 1122.786621
	Iteration 58Q: 3 clusters Score -6788852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 225750 members 
Entering Unmasked Estep 
Score: -6788854.000000 Penalty: 1122.786621
	Iteration 59Q: 3 clusters Score -6788854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 225761 members 
Entering Unmasked Estep 
Score: -6788850.500000 Penalty: 1122.786621
	Iteration 60F: 3 clusters Score -6788850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 225769 members 
Entering Unmasked Estep 
Score: -6788853.000000 Penalty: 1122.786621
	Iteration 61Q: 3 clusters Score -6788853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 225778 members 
Entering Unmasked Estep 
Score: -6788858.500000 Penalty: 1122.786621
	Iteration 62Q: 3 clusters Score -6788858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 225791 members 
Entering Unmasked Estep 
Score: -6788854.500000 Penalty: 1122.786621
	Iteration 63Q: 3 clusters Score -6788854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 225804 members 
Entering Unmasked Estep 
Score: -6788861.000000 Penalty: 1122.786621
	Iteration 64Q: 3 clusters Score -6788861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 225811 members 
Entering Unmasked Estep 
Score: -6788864.500000 Penalty: 1122.786621
	Iteration 65Q: 3 clusters Score -6788864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 225820 members 
Entering Unmasked Estep 
Score: -6788867.000000 Penalty: 1122.786621
	Iteration 66Q: 3 clusters Score -6788867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 225828 members 
Entering Unmasked Estep 
Score: -6788860.000000 Penalty: 1122.786621
	Iteration 67Q: 3 clusters Score -6788860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 225837 members 
Entering Unmasked Estep 
Score: -6788860.000000 Penalty: 1122.786621
	Iteration 68Q: 3 clusters Score -6788860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 225845 members 
Entering Unmasked Estep 
Score: -6788861.000000 Penalty: 1122.786621
	Iteration 69Q: 3 clusters Score -6788861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 225856 members 
Entering Unmasked Estep 
Score: -6788863.500000 Penalty: 1122.786621
	Iteration 70Q: 3 clusters Score -6788864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 225861 members 
Entering Unmasked Estep 
Score: -6788862.000000 Penalty: 1122.786621
	Iteration 71Q: 3 clusters Score -6788862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 225867 members 
Entering Unmasked Estep 
Score: -6788863.000000 Penalty: 1122.786621
	Iteration 72Q: 3 clusters Score -6788863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 225870 members 
Entering Unmasked Estep 
Score: -6788861.500000 Penalty: 1122.786621
	Iteration 73Q: 3 clusters Score -6788862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 225875 members 
Entering Unmasked Estep 
Score: -6788858.000000 Penalty: 1122.786621
	Iteration 74Q: 3 clusters Score -6788858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 225884 members 
Entering Unmasked Estep 
Score: -6788859.500000 Penalty: 1122.786621
	Iteration 75Q: 3 clusters Score -6788860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 225893 members 
Entering Unmasked Estep 
Score: -6788858.500000 Penalty: 1122.786621
	Iteration 76Q: 3 clusters Score -6788858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 225899 members 
Entering Unmasked Estep 
Score: -6788853.500000 Penalty: 1122.786621
	Iteration 77Q: 3 clusters Score -6788854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 225907 members 
Entering Unmasked Estep 
Score: -6788858.000000 Penalty: 1122.786621
	Iteration 78Q: 3 clusters Score -6788858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 225914 members 
Entering Unmasked Estep 
Score: -6788864.500000 Penalty: 1122.786621
	Iteration 79Q: 3 clusters Score -6788864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 225925 members 
Entering Unmasked Estep 
Score: -6788861.000000 Penalty: 1122.786621
	Iteration 80F: 3 clusters Score -6788861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 225931 members 
Entering Unmasked Estep 
Score: -6788864.000000 Penalty: 1122.786621
	Iteration 81Q: 3 clusters Score -6788864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 225944 members 
Entering Unmasked Estep 
Score: -6788871.500000 Penalty: 1122.786621
	Iteration 82Q: 3 clusters Score -6788872 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 225953 members 
Entering Unmasked Estep 
Score: -6788876.000000 Penalty: 1122.786621
	Iteration 83Q: 3 clusters Score -6788876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 225965 members 
Entering Unmasked Estep 
Score: -6788882.500000 Penalty: 1122.786621
	Iteration 84Q: 3 clusters Score -6788882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 225976 members 
Entering Unmasked Estep 
Score: -6788891.500000 Penalty: 1122.786621
	Iteration 85Q: 3 clusters Score -6788892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 225984 members 
Entering Unmasked Estep 
Score: -6788887.500000 Penalty: 1122.786621
	Iteration 86Q: 3 clusters Score -6788888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 225987 members 
Entering Unmasked Estep 
Score: -6788884.500000 Penalty: 1122.786621
	Iteration 87Q: 3 clusters Score -6788884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 225988 members 
Entering Unmasked Estep 
Score: -6788887.000000 Penalty: 1122.786621
	Iteration 88Q: 3 clusters Score -6788887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 225989 members 
Entering Unmasked Estep 
Score: -6788886.000000 Penalty: 1122.786621
	Iteration 89Q: 3 clusters Score -6788886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 225990 members 
Entering Unmasked Estep 
Score: -6788884.000000 Penalty: 1122.786621
	Iteration 90Q: 3 clusters Score -6788884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 225991 members 
Entering Unmasked Estep 
Score: -6788888.500000 Penalty: 1122.786621
	Iteration 91Q: 3 clusters Score -6788888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 225993 members 
Entering Unmasked Estep 
Score: -6788886.500000 Penalty: 1122.786621
	Iteration 92Q: 3 clusters Score -6788886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 225995 members 
Entering Unmasked Estep 
Score: -6788885.500000 Penalty: 1122.786621
	Iteration 93Q: 3 clusters Score -6788886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 225995 members 
Entering Unmasked Estep 
Score: -6788885.500000 Penalty: 1122.786621
	Iteration 94F: 3 clusters Score -6788886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 366153 members 
Mstep: Class 5 contains 18980 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 11 contains 47119 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 13 contains 225995 members 
Mstep: Class 14 contains 2282 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 22 contains 15928 members 
Mstep: Class 23 contains 23462 members 
Entering Unmasked Estep 
Score: -21494906.000000 Penalty: 11053.628906
Splitting cluster 14 changes total score from -21494804.000000 to -21494906.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 16 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -68063.414062 Penalty: 347.230133
	Iteration 0F: 2 clusters Score -68063.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -66633.867188 Penalty: 694.460266
	Iteration 0F: 3 clusters Score -66633.87 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -67149.250000 Penalty: 694.460266
	Iteration 1F: 3 clusters Score -67149.25 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -67265.218750 Penalty: 694.460266
	Iteration 2F: 3 clusters Score -67265.22 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -67364.195312 Penalty: 694.460266
	Iteration 3F: 3 clusters Score -67364.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -67469.539062 Penalty: 694.460266
	Iteration 4F: 3 clusters Score -67469.54 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -67564.804688 Penalty: 694.460266
	Iteration 5Q: 3 clusters Score -67564.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -67655.437500 Penalty: 694.460266
	Iteration 6Q: 3 clusters Score -67655.44 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -67712.765625 Penalty: 694.460266
	Iteration 7Q: 3 clusters Score -67712.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -67737.710938 Penalty: 694.460266
	Iteration 8Q: 3 clusters Score -67737.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -67751.593750 Penalty: 694.460266
	Iteration 9Q: 3 clusters Score -67751.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -67756.757812 Penalty: 694.460266
	Iteration 10Q: 3 clusters Score -67756.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -67758.718750 Penalty: 694.460266
	Iteration 11Q: 3 clusters Score -67758.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -67759.789062 Penalty: 694.460266
	Iteration 12Q: 3 clusters Score -67759.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67760.445312 Penalty: 694.460266
	Iteration 13Q: 3 clusters Score -67760.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -67761.085938 Penalty: 694.460266
	Iteration 14Q: 3 clusters Score -67761.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -67762.578125 Penalty: 694.460266
	Iteration 15Q: 3 clusters Score -67762.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67764.007812 Penalty: 694.460266
	Iteration 16Q: 3 clusters Score -67764.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67765.156250 Penalty: 694.460266
	Iteration 17Q: 3 clusters Score -67765.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67765.742188 Penalty: 694.460266
	Iteration 18Q: 3 clusters Score -67765.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67766.132812 Penalty: 694.460266
	Iteration 19Q: 3 clusters Score -67766.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67766.218750 Penalty: 694.460266
	Iteration 20F: 3 clusters Score -67766.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67766.367188 Penalty: 694.460266
	Iteration 21Q: 3 clusters Score -67766.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67766.421875 Penalty: 694.460266
	Iteration 22Q: 3 clusters Score -67766.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67766.421875 Penalty: 694.460266
	Iteration 23F: 3 clusters Score -67766.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Entering Unmasked Estep 
Score: -100508.734375 Penalty: 363.494141
	Iteration 0F: 2 clusters Score -100508.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -98397.101562 Penalty: 726.988281
	Iteration 0F: 3 clusters Score -98397.1 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -99165.484375 Penalty: 726.988281
	Iteration 1F: 3 clusters Score -99165.48 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -99236.843750 Penalty: 726.988281
	Iteration 2F: 3 clusters Score -99236.84 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -99302.093750 Penalty: 726.988281
	Iteration 3Q: 3 clusters Score -99302.09 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -99386.515625 Penalty: 726.988281
	Iteration 4Q: 3 clusters Score -99386.52 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -99464.796875 Penalty: 726.988281
	Iteration 5Q: 3 clusters Score -99464.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -99544.765625 Penalty: 726.988281
	Iteration 6Q: 3 clusters Score -99544.77 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -99632.718750 Penalty: 726.988281
	Iteration 7Q: 3 clusters Score -99632.72 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -99736.492188 Penalty: 726.988281
	Iteration 8Q: 3 clusters Score -99736.49 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -99830.195312 Penalty: 726.988281
	Iteration 9Q: 3 clusters Score -99830.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -99885.734375 Penalty: 726.988281
	Iteration 10Q: 3 clusters Score -99885.73 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -99914.234375 Penalty: 726.988281
	Iteration 11Q: 3 clusters Score -99914.23 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -99933.570312 Penalty: 726.988281
	Iteration 12Q: 3 clusters Score -99933.57 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -99951.843750 Penalty: 726.988281
	Iteration 13Q: 3 clusters Score -99951.84 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -99962.062500 Penalty: 726.988281
	Iteration 14Q: 3 clusters Score -99962.06 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -99972.109375 Penalty: 726.988281
	Iteration 15Q: 3 clusters Score -99972.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -99980.937500 Penalty: 726.988281
	Iteration 16Q: 3 clusters Score -99980.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -99986.164062 Penalty: 726.988281
	Iteration 17Q: 3 clusters Score -99986.16 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -99991.281250 Penalty: 726.988281
	Iteration 18Q: 3 clusters Score -99991.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -99994.664062 Penalty: 726.988281
	Iteration 19Q: 3 clusters Score -99994.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -99998.054688 Penalty: 726.988281
	Iteration 20F: 3 clusters Score -99998.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -100000.960938 Penalty: 726.988281
	Iteration 21Q: 3 clusters Score -100001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -100003.234375 Penalty: 726.988281
	Iteration 22Q: 3 clusters Score -100003.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -100004.406250 Penalty: 726.988281
	Iteration 23Q: 3 clusters Score -100004.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -100006.039062 Penalty: 726.988281
	Iteration 24Q: 3 clusters Score -100006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -100007.226562 Penalty: 726.988281
	Iteration 25Q: 3 clusters Score -100007.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -100008.304688 Penalty: 726.988281
	Iteration 26Q: 3 clusters Score -100008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -100008.468750 Penalty: 726.988281
	Iteration 27Q: 3 clusters Score -100008.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -100008.804688 Penalty: 726.988281
	Iteration 28Q: 3 clusters Score -100008.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -100008.890625 Penalty: 726.988281
	Iteration 29Q: 3 clusters Score -100008.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -100009.218750 Penalty: 726.988281
	Iteration 30Q: 3 clusters Score -100009.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -100009.515625 Penalty: 726.988281
	Iteration 31Q: 3 clusters Score -100009.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -100010.109375 Penalty: 726.988281
	Iteration 32Q: 3 clusters Score -100010.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -100010.539062 Penalty: 726.988281
	Iteration 33Q: 3 clusters Score -100010.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -100010.828125 Penalty: 726.988281
	Iteration 34Q: 3 clusters Score -100010.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -100011.421875 Penalty: 726.988281
	Iteration 35Q: 3 clusters Score -100011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -100011.703125 Penalty: 726.988281
	Iteration 36Q: 3 clusters Score -100011.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -100011.671875 Penalty: 726.988281
	Iteration 37Q: 3 clusters Score -100011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -100011.671875 Penalty: 726.988281
	Iteration 38F: 3 clusters Score -100011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (15928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Entering Unmasked Estep 
Score: -509415.375000 Penalty: 440.250427
	Iteration 0F: 2 clusters Score -509415.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -498721.687500 Penalty: 880.500854
	Iteration 0F: 3 clusters Score -498721.7 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -503328.125000 Penalty: 880.500854
	Iteration 1F: 3 clusters Score -503328.1 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -503931.750000 Penalty: 880.500854
	Iteration 2F: 3 clusters Score -503931.8 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -504763.250000 Penalty: 880.500854
	Iteration 3F: 3 clusters Score -504763.2 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -505876.375000 Penalty: 880.500854
	Iteration 4F: 3 clusters Score -505876.4 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -507007.000000 Penalty: 880.500854
	Iteration 5F: 3 clusters Score -507007 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -507847.718750 Penalty: 880.500854
	Iteration 6F: 3 clusters Score -507847.7 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -508297.000000 Penalty: 880.500854
	Iteration 7Q: 3 clusters Score -508297 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -508495.406250 Penalty: 880.500854
	Iteration 8Q: 3 clusters Score -508495.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -508627.343750 Penalty: 880.500854
	Iteration 9Q: 3 clusters Score -508627.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -508732.562500 Penalty: 880.500854
	Iteration 10Q: 3 clusters Score -508732.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -508815.125000 Penalty: 880.500854
	Iteration 11Q: 3 clusters Score -508815.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -508880.718750 Penalty: 880.500854
	Iteration 12Q: 3 clusters Score -508880.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -508931.281250 Penalty: 880.500854
	Iteration 13Q: 3 clusters Score -508931.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -508976.062500 Penalty: 880.500854
	Iteration 14Q: 3 clusters Score -508976.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -509009.500000 Penalty: 880.500854
	Iteration 15Q: 3 clusters Score -509009.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -509029.937500 Penalty: 880.500854
	Iteration 16Q: 3 clusters Score -509029.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -509051.812500 Penalty: 880.500854
	Iteration 17Q: 3 clusters Score -509051.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -509066.281250 Penalty: 880.500854
	Iteration 18Q: 3 clusters Score -509066.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -509077.843750 Penalty: 880.500854
	Iteration 19Q: 3 clusters Score -509077.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -509084.656250 Penalty: 880.500854
	Iteration 20F: 3 clusters Score -509084.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -509088.812500 Penalty: 880.500854
	Iteration 21Q: 3 clusters Score -509088.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -509093.406250 Penalty: 880.500854
	Iteration 22Q: 3 clusters Score -509093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -509095.812500 Penalty: 880.500854
	Iteration 23Q: 3 clusters Score -509095.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -509097.156250 Penalty: 880.500854
	Iteration 24Q: 3 clusters Score -509097.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -509097.968750 Penalty: 880.500854
	Iteration 25Q: 3 clusters Score -509098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -509098.750000 Penalty: 880.500854
	Iteration 26Q: 3 clusters Score -509098.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -509099.281250 Penalty: 880.500854
	Iteration 27Q: 3 clusters Score -509099.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -509101.218750 Penalty: 880.500854
	Iteration 28Q: 3 clusters Score -509101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -509102.750000 Penalty: 880.500854
	Iteration 29Q: 3 clusters Score -509102.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -509104.062500 Penalty: 880.500854
	Iteration 30Q: 3 clusters Score -509104.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -509108.093750 Penalty: 880.500854
	Iteration 31Q: 3 clusters Score -509108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -509109.281250 Penalty: 880.500854
	Iteration 32Q: 3 clusters Score -509109.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -509112.093750 Penalty: 880.500854
	Iteration 33Q: 3 clusters Score -509112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -509114.750000 Penalty: 880.500854
	Iteration 34Q: 3 clusters Score -509114.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -509118.312500 Penalty: 880.500854
	Iteration 35Q: 3 clusters Score -509118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -509121.812500 Penalty: 880.500854
	Iteration 36Q: 3 clusters Score -509121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -509124.906250 Penalty: 880.500854
	Iteration 37Q: 3 clusters Score -509124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -509129.093750 Penalty: 880.500854
	Iteration 38Q: 3 clusters Score -509129.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -509133.218750 Penalty: 880.500854
	Iteration 39Q: 3 clusters Score -509133.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -509136.437500 Penalty: 880.500854
	Iteration 40F: 3 clusters Score -509136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -509136.187500 Penalty: 880.500854
	Iteration 41Q: 3 clusters Score -509136.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -509136.562500 Penalty: 880.500854
	Iteration 42Q: 3 clusters Score -509136.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -509136.562500 Penalty: 880.500854
	Iteration 43F: 3 clusters Score -509136.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Entering Unmasked Estep 
Score: -751461.000000 Penalty: 457.872742
	Iteration 0F: 2 clusters Score -751461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -735863.250000 Penalty: 915.745483
	Iteration 0F: 3 clusters Score -735863.2 nChanged 11184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -742869.062500 Penalty: 915.745483
	Iteration 1F: 3 clusters Score -742869.1 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -743692.937500 Penalty: 915.745483
	Iteration 2F: 3 clusters Score -743692.9 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -744852.812500 Penalty: 915.745483
	Iteration 3F: 3 clusters Score -744852.8 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -746352.812500 Penalty: 915.745483
	Iteration 4F: 3 clusters Score -746352.8 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -747817.937500 Penalty: 915.745483
	Iteration 5F: 3 clusters Score -747817.9 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -748799.875000 Penalty: 915.745483
	Iteration 6F: 3 clusters Score -748799.9 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -749371.000000 Penalty: 915.745483
	Iteration 7Q: 3 clusters Score -749371 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -749800.625000 Penalty: 915.745483
	Iteration 8Q: 3 clusters Score -749800.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -750108.125000 Penalty: 915.745483
	Iteration 9Q: 3 clusters Score -750108.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -750328.250000 Penalty: 915.745483
	Iteration 10Q: 3 clusters Score -750328.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -750479.500000 Penalty: 915.745483
	Iteration 11Q: 3 clusters Score -750479.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -750585.750000 Penalty: 915.745483
	Iteration 12Q: 3 clusters Score -750585.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -750659.562500 Penalty: 915.745483
	Iteration 13Q: 3 clusters Score -750659.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -750708.375000 Penalty: 915.745483
	Iteration 14Q: 3 clusters Score -750708.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -750756.375000 Penalty: 915.745483
	Iteration 15Q: 3 clusters Score -750756.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -750790.937500 Penalty: 915.745483
	Iteration 16Q: 3 clusters Score -750790.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -750825.437500 Penalty: 915.745483
	Iteration 17Q: 3 clusters Score -750825.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -750860.250000 Penalty: 915.745483
	Iteration 18Q: 3 clusters Score -750860.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -750894.250000 Penalty: 915.745483
	Iteration 19Q: 3 clusters Score -750894.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -750931.187500 Penalty: 915.745483
	Iteration 20F: 3 clusters Score -750931.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -750961.937500 Penalty: 915.745483
	Iteration 21Q: 3 clusters Score -750961.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -751000.187500 Penalty: 915.745483
	Iteration 22Q: 3 clusters Score -751000.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -751033.000000 Penalty: 915.745483
	Iteration 23Q: 3 clusters Score -751033 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -751067.187500 Penalty: 915.745483
	Iteration 24Q: 3 clusters Score -751067.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -751099.125000 Penalty: 915.745483
	Iteration 25Q: 3 clusters Score -751099.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -751120.687500 Penalty: 915.745483
	Iteration 26Q: 3 clusters Score -751120.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -751140.375000 Penalty: 915.745483
	Iteration 27Q: 3 clusters Score -751140.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -751159.000000 Penalty: 915.745483
	Iteration 28Q: 3 clusters Score -751159 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -751180.062500 Penalty: 915.745483
	Iteration 29Q: 3 clusters Score -751180.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -751198.062500 Penalty: 915.745483
	Iteration 30Q: 3 clusters Score -751198.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -751214.562500 Penalty: 915.745483
	Iteration 31Q: 3 clusters Score -751214.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -751228.375000 Penalty: 915.745483
	Iteration 32Q: 3 clusters Score -751228.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -751237.500000 Penalty: 915.745483
	Iteration 33Q: 3 clusters Score -751237.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -751244.625000 Penalty: 915.745483
	Iteration 34Q: 3 clusters Score -751244.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -751260.875000 Penalty: 915.745483
	Iteration 35Q: 3 clusters Score -751260.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -751270.687500 Penalty: 915.745483
	Iteration 36Q: 3 clusters Score -751270.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -751278.937500 Penalty: 915.745483
	Iteration 37Q: 3 clusters Score -751278.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -751285.062500 Penalty: 915.745483
	Iteration 38Q: 3 clusters Score -751285.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -751287.875000 Penalty: 915.745483
	Iteration 39Q: 3 clusters Score -751287.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -751292.875000 Penalty: 915.745483
	Iteration 40F: 3 clusters Score -751292.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -751296.375000 Penalty: 915.745483
	Iteration 41Q: 3 clusters Score -751296.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -751299.250000 Penalty: 915.745483
	Iteration 42Q: 3 clusters Score -751299.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -751302.375000 Penalty: 915.745483
	Iteration 43Q: 3 clusters Score -751302.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -751304.812500 Penalty: 915.745483
	Iteration 44Q: 3 clusters Score -751304.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -751309.062500 Penalty: 915.745483
	Iteration 45Q: 3 clusters Score -751309.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -751312.625000 Penalty: 915.745483
	Iteration 46Q: 3 clusters Score -751312.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -751311.312500 Penalty: 915.745483
	Iteration 47Q: 3 clusters Score -751311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -751317.000000 Penalty: 915.745483
	Iteration 48Q: 3 clusters Score -751317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -751315.687500 Penalty: 915.745483
	Iteration 49Q: 3 clusters Score -751315.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -751316.437500 Penalty: 915.745483
	Iteration 50Q: 3 clusters Score -751316.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -751315.750000 Penalty: 915.745483
	Iteration 51Q: 3 clusters Score -751315.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -751317.875000 Penalty: 915.745483
	Iteration 52Q: 3 clusters Score -751317.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -751319.312500 Penalty: 915.745483
	Iteration 53Q: 3 clusters Score -751319.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -751317.187500 Penalty: 915.745483
	Iteration 54Q: 3 clusters Score -751317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -751318.125000 Penalty: 915.745483
	Iteration 55Q: 3 clusters Score -751318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -751317.312500 Penalty: 915.745483
	Iteration 56Q: 3 clusters Score -751317.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -751317.375000 Penalty: 915.745483
	Iteration 57Q: 3 clusters Score -751317.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -751316.687500 Penalty: 915.745483
	Iteration 58Q: 3 clusters Score -751316.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -751319.062500 Penalty: 915.745483
	Iteration 59Q: 3 clusters Score -751319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -751319.312500 Penalty: 915.745483
	Iteration 60F: 3 clusters Score -751319.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -751319.312500 Penalty: 915.745483
	Iteration 61Q: 3 clusters Score -751319.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -751319.812500 Penalty: 915.745483
	Iteration 62Q: 3 clusters Score -751319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -751319.875000 Penalty: 915.745483
	Iteration 63Q: 3 clusters Score -751319.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -751319.875000 Penalty: 915.745483
	Iteration 64Q: 3 clusters Score -751319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -751319.875000 Penalty: 915.745483
	Iteration 65F: 3 clusters Score -751319.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4109 members 
Mstep: Class 4 contains 366153 members 
Mstep: Class 5 contains 18980 members 
Mstep: Class 6 contains 2147 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 813 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 1792 members 
Mstep: Class 11 contains 47119 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 14 contains 2282 members 
Mstep: Class 16 contains 2062 members 
Mstep: Class 19 contains 2948 members 
Mstep: Class 22 contains 15928 members 
Mstep: Class 23 contains 23462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494966.000000 Penalty: 11053.628906
Iteration 79Q: 19 clusters Score -2.149497e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4113 members 
Mstep: Class 4 contains 366302 members 
Mstep: Class 5 contains 19051 members 
Mstep: Class 6 contains 2144 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 2083 members 
Mstep: Class 10 contains 1795 members 
Mstep: Class 11 contains 47204 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 225644 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 22 contains 15973 members 
Mstep: Class 23 contains 23460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495010.000000 Penalty: 11053.628906
Iteration 80F: 19 clusters Score -2.149501e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 366229 members 
Mstep: Class 5 contains 19039 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 366 members 
Mstep: Class 8 contains 815 members 
Mstep: Class 9 contains 2086 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 2407 members 
Mstep: Class 13 contains 225753 members 
Mstep: Class 14 contains 2311 members 
Mstep: Class 16 contains 2068 members 
Mstep: Class 19 contains 2898 members 
Mstep: Class 22 contains 15985 members 
Mstep: Class 23 contains 23459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495102.000000 Penalty: 11053.628906
Iteration 81Q: 19 clusters Score -2.14951e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4139 members 
Mstep: Class 4 contains 366183 members 
Mstep: Class 5 contains 19018 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 812 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 2405 members 
Mstep: Class 13 contains 225827 members 
Mstep: Class 14 contains 2321 members 
Mstep: Class 16 contains 2067 members 
Mstep: Class 19 contains 2874 members 
Mstep: Class 22 contains 15992 members 
Mstep: Class 23 contains 23451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495100.000000 Penalty: 11053.628906
Iteration 82Q: 19 clusters Score -2.14951e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4151 members 
Mstep: Class 4 contains 366152 members 
Mstep: Class 5 contains 18992 members 
Mstep: Class 6 contains 2138 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 2404 members 
Mstep: Class 13 contains 225900 members 
Mstep: Class 14 contains 2330 members 
Mstep: Class 16 contains 2069 members 
Mstep: Class 19 contains 2858 members 
Mstep: Class 22 contains 15994 members 
Mstep: Class 23 contains 23444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495126.000000 Penalty: 11053.628906
Iteration 83Q: 19 clusters Score -2.149513e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4158 members 
Mstep: Class 4 contains 366142 members 
Mstep: Class 5 contains 18973 members 
Mstep: Class 6 contains 2136 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 47192 members 
Mstep: Class 12 contains 2402 members 
Mstep: Class 13 contains 225948 members 
Mstep: Class 14 contains 2339 members 
Mstep: Class 16 contains 2071 members 
Mstep: Class 19 contains 2838 members 
Mstep: Class 22 contains 16000 members 
Mstep: Class 23 contains 23436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495104.000000 Penalty: 11053.628906
Iteration 84Q: 19 clusters Score -2.14951e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 4163 members 
Mstep: Class 4 contains 366136 members 
Mstep: Class 5 contains 18957 members 
Mstep: Class 6 contains 2133 members 
Mstep: Class 7 contains 368 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 2403 members 
Mstep: Class 13 contains 225960 members 
Mstep: Class 14 contains 2361 members 
Mstep: Class 16 contains 2074 members 
Mstep: Class 19 contains 2829 members 
Mstep: Class 22 contains 16007 members 
Mstep: Class 23 contains 23431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495122.000000 Penalty: 11053.628906
Iteration 85Q: 19 clusters Score -2.149512e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4166 members 
Mstep: Class 4 contains 366139 members 
Mstep: Class 5 contains 18944 members 
Mstep: Class 6 contains 2131 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 802 members 
Mstep: Class 9 contains 2091 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 2400 members 
Mstep: Class 13 contains 225968 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 16 contains 2066 members 
Mstep: Class 19 contains 2820 members 
Mstep: Class 22 contains 16017 members 
Mstep: Class 23 contains 23428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495162.000000 Penalty: 11053.628906
Iteration 86Q: 19 clusters Score -2.149516e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4169 members 
Mstep: Class 4 contains 366143 members 
Mstep: Class 5 contains 18929 members 
Mstep: Class 6 contains 2130 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1776 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 2397 members 
Mstep: Class 13 contains 225987 members 
Mstep: Class 14 contains 2384 members 
Mstep: Class 16 contains 2061 members 
Mstep: Class 19 contains 2811 members 
Mstep: Class 22 contains 16023 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495168.000000 Penalty: 11053.628906
Iteration 87Q: 19 clusters Score -2.149517e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4175 members 
Mstep: Class 4 contains 366136 members 
Mstep: Class 5 contains 18918 members 
Mstep: Class 6 contains 2129 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 807 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 2394 members 
Mstep: Class 13 contains 226002 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 19 contains 2803 members 
Mstep: Class 22 contains 16032 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495206.000000 Penalty: 11053.628906
Iteration 88Q: 19 clusters Score -2.149521e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4177 members 
Mstep: Class 4 contains 366130 members 
Mstep: Class 5 contains 18907 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 808 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 47222 members 
Mstep: Class 12 contains 2390 members 
Mstep: Class 13 contains 226018 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2060 members 
Mstep: Class 19 contains 2796 members 
Mstep: Class 22 contains 16046 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495226.000000 Penalty: 11053.628906
Iteration 89Q: 19 clusters Score -2.149523e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 366125 members 
Mstep: Class 5 contains 18896 members 
Mstep: Class 6 contains 2125 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 809 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 47225 members 
Mstep: Class 12 contains 2388 members 
Mstep: Class 13 contains 226039 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 19 contains 2790 members 
Mstep: Class 22 contains 16052 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495266.000000 Penalty: 11053.628906
Iteration 90Q: 19 clusters Score -2.149527e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4180 members 
Mstep: Class 4 contains 366129 members 
Mstep: Class 5 contains 18895 members 
Mstep: Class 6 contains 2124 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 816 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 47227 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226056 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2056 members 
Mstep: Class 19 contains 2778 members 
Mstep: Class 22 contains 16059 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495266.000000 Penalty: 11053.628906
Iteration 91Q: 19 clusters Score -2.149527e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 366129 members 
Mstep: Class 5 contains 18896 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 821 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47229 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226074 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 19 contains 2771 members 
Mstep: Class 22 contains 16065 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495298.000000 Penalty: 11053.628906
Iteration 92Q: 19 clusters Score -2.14953e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 366131 members 
Mstep: Class 5 contains 18896 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 369 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226086 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2052 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 22 contains 16073 members 
Mstep: Class 23 contains 23426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495292.000000 Penalty: 11053.628906
Iteration 93Q: 19 clusters Score -2.149529e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4182 members 
Mstep: Class 4 contains 366138 members 
Mstep: Class 5 contains 18899 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 367 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 47231 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226098 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 19 contains 2749 members 
Mstep: Class 22 contains 16080 members 
Mstep: Class 23 contains 23426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495290.000000 Penalty: 11053.628906
Iteration 94Q: 19 clusters Score -2.149529e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366147 members 
Mstep: Class 5 contains 18898 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 824 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1763 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226110 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2047 members 
Mstep: Class 19 contains 2741 members 
Mstep: Class 22 contains 16085 members 
Mstep: Class 23 contains 23426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495288.000000 Penalty: 11053.628906
Iteration 95Q: 19 clusters Score -2.149529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366150 members 
Mstep: Class 5 contains 18898 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 828 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226115 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2043 members 
Mstep: Class 19 contains 2737 members 
Mstep: Class 22 contains 16090 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495284.000000 Penalty: 11053.628906
Iteration 96Q: 19 clusters Score -2.149528e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366162 members 
Mstep: Class 5 contains 18897 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 365 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 47232 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226119 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2035 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 22 contains 16094 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495272.000000 Penalty: 11053.628906
Iteration 97Q: 19 clusters Score -2.149527e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366172 members 
Mstep: Class 5 contains 18890 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 47235 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226123 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2029 members 
Mstep: Class 19 contains 2729 members 
Mstep: Class 22 contains 16098 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495292.000000 Penalty: 11053.628906
Iteration 98Q: 19 clusters Score -2.149529e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366181 members 
Mstep: Class 5 contains 18886 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 47236 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226129 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2025 members 
Mstep: Class 19 contains 2727 members 
Mstep: Class 22 contains 16101 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495300.000000 Penalty: 11053.628906
Iteration 99Q: 19 clusters Score -2.14953e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366190 members 
Mstep: Class 5 contains 18885 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 47242 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226128 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2018 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 22 contains 16103 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495318.000000 Penalty: 11053.628906
Iteration 100F: 19 clusters Score -2.149532e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366202 members 
Mstep: Class 5 contains 18881 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2092 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 47246 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226127 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2010 members 
Mstep: Class 19 contains 2722 members 
Mstep: Class 22 contains 16106 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495294.000000 Penalty: 11053.628906
Iteration 101Q: 19 clusters Score -2.149529e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366214 members 
Mstep: Class 5 contains 18881 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 364 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 47252 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 226125 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 19 contains 2719 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495272.000000 Penalty: 11053.628906
Iteration 102Q: 19 clusters Score -2.149527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366222 members 
Mstep: Class 5 contains 18887 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 363 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 47257 members 
Mstep: Class 12 contains 2386 members 
Mstep: Class 13 contains 226127 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 1997 members 
Mstep: Class 19 contains 2717 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495280.000000 Penalty: 11053.628906
Iteration 103Q: 19 clusters Score -2.149528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366232 members 
Mstep: Class 5 contains 18889 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 362 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 2094 members 
Mstep: Class 10 contains 1771 members 
Mstep: Class 11 contains 47264 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 226126 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 19 contains 2716 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495280.000000 Penalty: 11053.628906
Iteration 104Q: 19 clusters Score -2.149528e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366236 members 
Mstep: Class 5 contains 18895 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 360 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 1773 members 
Mstep: Class 11 contains 47267 members 
Mstep: Class 12 contains 2384 members 
Mstep: Class 13 contains 226137 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 19 contains 2715 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495290.000000 Penalty: 11053.628906
Iteration 105Q: 19 clusters Score -2.149529e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366244 members 
Mstep: Class 5 contains 18901 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 1772 members 
Mstep: Class 11 contains 47271 members 
Mstep: Class 12 contains 2381 members 
Mstep: Class 13 contains 226141 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495300.000000 Penalty: 11053.628906
Iteration 106Q: 19 clusters Score -2.14953e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366251 members 
Mstep: Class 5 contains 18916 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 1770 members 
Mstep: Class 11 contains 47277 members 
Mstep: Class 12 contains 2380 members 
Mstep: Class 13 contains 226138 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1979 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495324.000000 Penalty: 11053.628906
Iteration 107Q: 19 clusters Score -2.149532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366259 members 
Mstep: Class 5 contains 18929 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2094 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 47281 members 
Mstep: Class 12 contains 2378 members 
Mstep: Class 13 contains 226133 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495304.000000 Penalty: 11053.628906
Iteration 108Q: 19 clusters Score -2.14953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366260 members 
Mstep: Class 5 contains 18941 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 830 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 47285 members 
Mstep: Class 12 contains 2377 members 
Mstep: Class 13 contains 226130 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16108 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495328.000000 Penalty: 11053.628906
Iteration 109Q: 19 clusters Score -2.149533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366265 members 
Mstep: Class 5 contains 18956 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 47287 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226130 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16109 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495320.000000 Penalty: 11053.628906
Iteration 110Q: 19 clusters Score -2.149532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366271 members 
Mstep: Class 5 contains 18970 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 832 members 
Mstep: Class 9 contains 2096 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 47287 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226131 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16109 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495284.000000 Penalty: 11053.628906
Iteration 111Q: 19 clusters Score -2.149528e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366275 members 
Mstep: Class 5 contains 18975 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 10 contains 1768 members 
Mstep: Class 11 contains 47287 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226138 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1964 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495310.000000 Penalty: 11053.628906
Iteration 112Q: 19 clusters Score -2.149531e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366280 members 
Mstep: Class 5 contains 18988 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2093 members 
Mstep: Class 10 contains 1769 members 
Mstep: Class 11 contains 47287 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226137 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495300.000000 Penalty: 11053.628906
Iteration 113Q: 19 clusters Score -2.14953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366283 members 
Mstep: Class 5 contains 19000 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2089 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 47287 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226142 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495314.000000 Penalty: 11053.628906
Iteration 114Q: 19 clusters Score -2.149531e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366286 members 
Mstep: Class 5 contains 19008 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2088 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 47288 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226150 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495304.000000 Penalty: 11053.628906
Iteration 115Q: 19 clusters Score -2.14953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366287 members 
Mstep: Class 5 contains 19020 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2087 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47289 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226155 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1956 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495316.000000 Penalty: 11053.628906
Iteration 116Q: 19 clusters Score -2.149532e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366290 members 
Mstep: Class 5 contains 19026 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47290 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226162 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495304.000000 Penalty: 11053.628906
Iteration 117Q: 19 clusters Score -2.14953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 366294 members 
Mstep: Class 5 contains 19032 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 833 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47289 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226168 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16110 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495304.000000 Penalty: 11053.628906
Iteration 118Q: 19 clusters Score -2.14953e+07 nChanged 37
Entering ConstructFrom: 
Score: -21495304.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (6112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Entering Unmasked Estep 
Score: -177742.796875 Penalty: 396.669403
	Iteration 0F: 2 clusters Score -177742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -173646.187500 Penalty: 793.338806
	Iteration 0F: 3 clusters Score -173646.2 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -175087.656250 Penalty: 793.338806
	Iteration 1F: 3 clusters Score -175087.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -175191.953125 Penalty: 793.338806
	Iteration 2Q: 3 clusters Score -175192 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -175279.203125 Penalty: 793.338806
	Iteration 3Q: 3 clusters Score -175279.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -175356.203125 Penalty: 793.338806
	Iteration 4Q: 3 clusters Score -175356.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -175438.812500 Penalty: 793.338806
	Iteration 5Q: 3 clusters Score -175438.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -175545.015625 Penalty: 793.338806
	Iteration 6Q: 3 clusters Score -175545 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -175666.703125 Penalty: 793.338806
	Iteration 7Q: 3 clusters Score -175666.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -175829.937500 Penalty: 793.338806
	Iteration 8Q: 3 clusters Score -175829.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -176026.859375 Penalty: 793.338806
	Iteration 9Q: 3 clusters Score -176026.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -176209.671875 Penalty: 793.338806
	Iteration 10Q: 3 clusters Score -176209.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -176375.390625 Penalty: 793.338806
	Iteration 11Q: 3 clusters Score -176375.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -176452.734375 Penalty: 793.338806
	Iteration 12Q: 3 clusters Score -176452.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -176505.859375 Penalty: 793.338806
	Iteration 13Q: 3 clusters Score -176505.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -176545.828125 Penalty: 793.338806
	Iteration 14Q: 3 clusters Score -176545.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -176581.078125 Penalty: 793.338806
	Iteration 15Q: 3 clusters Score -176581.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -176611.468750 Penalty: 793.338806
	Iteration 16Q: 3 clusters Score -176611.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -176636.796875 Penalty: 793.338806
	Iteration 17Q: 3 clusters Score -176636.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -176656.203125 Penalty: 793.338806
	Iteration 18Q: 3 clusters Score -176656.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -176679.156250 Penalty: 793.338806
	Iteration 19Q: 3 clusters Score -176679.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -176703.359375 Penalty: 793.338806
	Iteration 20F: 3 clusters Score -176703.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -176732.828125 Penalty: 793.338806
	Iteration 21Q: 3 clusters Score -176732.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -176766.656250 Penalty: 793.338806
	Iteration 22Q: 3 clusters Score -176766.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -176807.578125 Penalty: 793.338806
	Iteration 23Q: 3 clusters Score -176807.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -176842.703125 Penalty: 793.338806
	Iteration 24Q: 3 clusters Score -176842.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -176879.109375 Penalty: 793.338806
	Iteration 25Q: 3 clusters Score -176879.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -176913.281250 Penalty: 793.338806
	Iteration 26Q: 3 clusters Score -176913.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -176950.062500 Penalty: 793.338806
	Iteration 27Q: 3 clusters Score -176950.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -176985.812500 Penalty: 793.338806
	Iteration 28Q: 3 clusters Score -176985.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -177018.203125 Penalty: 793.338806
	Iteration 29Q: 3 clusters Score -177018.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -177058.656250 Penalty: 793.338806
	Iteration 30Q: 3 clusters Score -177058.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -177100.937500 Penalty: 793.338806
	Iteration 31Q: 3 clusters Score -177100.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -177139.203125 Penalty: 793.338806
	Iteration 32Q: 3 clusters Score -177139.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -177170.890625 Penalty: 793.338806
	Iteration 33Q: 3 clusters Score -177170.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -177196.796875 Penalty: 793.338806
	Iteration 34Q: 3 clusters Score -177196.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -177223.609375 Penalty: 793.338806
	Iteration 35Q: 3 clusters Score -177223.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -177255.890625 Penalty: 793.338806
	Iteration 36Q: 3 clusters Score -177255.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -177286.718750 Penalty: 793.338806
	Iteration 37Q: 3 clusters Score -177286.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -177304.359375 Penalty: 793.338806
	Iteration 38Q: 3 clusters Score -177304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -177316.890625 Penalty: 793.338806
	Iteration 39Q: 3 clusters Score -177316.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -177329.140625 Penalty: 793.338806
	Iteration 40F: 3 clusters Score -177329.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -177340.031250 Penalty: 793.338806
	Iteration 41Q: 3 clusters Score -177340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -177345.984375 Penalty: 793.338806
	Iteration 42Q: 3 clusters Score -177346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -177353.343750 Penalty: 793.338806
	Iteration 43Q: 3 clusters Score -177353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -177362.875000 Penalty: 793.338806
	Iteration 44Q: 3 clusters Score -177362.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -177371.062500 Penalty: 793.338806
	Iteration 45Q: 3 clusters Score -177371.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -177381.468750 Penalty: 793.338806
	Iteration 46Q: 3 clusters Score -177381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -177385.265625 Penalty: 793.338806
	Iteration 47Q: 3 clusters Score -177385.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -177390.953125 Penalty: 793.338806
	Iteration 48Q: 3 clusters Score -177391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -177394.046875 Penalty: 793.338806
	Iteration 49Q: 3 clusters Score -177394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -177395.031250 Penalty: 793.338806
	Iteration 50Q: 3 clusters Score -177395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -177395.406250 Penalty: 793.338806
	Iteration 51Q: 3 clusters Score -177395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -177395.703125 Penalty: 793.338806
	Iteration 52Q: 3 clusters Score -177395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -177395.703125 Penalty: 793.338806
	Iteration 53F: 3 clusters Score -177395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -43441.535156 Penalty: 336.309387
	Iteration 0F: 2 clusters Score -43441.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -42239.511719 Penalty: 672.618774
	Iteration 0F: 3 clusters Score -42239.51 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -42613.285156 Penalty: 672.618774
	Iteration 1F: 3 clusters Score -42613.29 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -42716.601562 Penalty: 672.618774
	Iteration 2F: 3 clusters Score -42716.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -42793.101562 Penalty: 672.618774
	Iteration 3F: 3 clusters Score -42793.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -42868.835938 Penalty: 672.618774
	Iteration 4F: 3 clusters Score -42868.84 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -42969.238281 Penalty: 672.618774
	Iteration 5F: 3 clusters Score -42969.24 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -43048.343750 Penalty: 672.618774
	Iteration 6F: 3 clusters Score -43048.34 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -43095.371094 Penalty: 672.618774
	Iteration 7Q: 3 clusters Score -43095.37 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -43123.218750 Penalty: 672.618774
	Iteration 8Q: 3 clusters Score -43123.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -43133.648438 Penalty: 672.618774
	Iteration 9Q: 3 clusters Score -43133.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -43140.210938 Penalty: 672.618774
	Iteration 10Q: 3 clusters Score -43140.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -43146.453125 Penalty: 672.618774
	Iteration 11Q: 3 clusters Score -43146.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -43151.804688 Penalty: 672.618774
	Iteration 12Q: 3 clusters Score -43151.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -43154.359375 Penalty: 672.618774
	Iteration 13Q: 3 clusters Score -43154.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -43157.289062 Penalty: 672.618774
	Iteration 14Q: 3 clusters Score -43157.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -43159.957031 Penalty: 672.618774
	Iteration 15Q: 3 clusters Score -43159.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -43162.617188 Penalty: 672.618774
	Iteration 16Q: 3 clusters Score -43162.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -43163.449219 Penalty: 672.618774
	Iteration 17Q: 3 clusters Score -43163.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -43163.953125 Penalty: 672.618774
	Iteration 18Q: 3 clusters Score -43163.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -43164.898438 Penalty: 672.618774
	Iteration 19Q: 3 clusters Score -43164.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -43165.699219 Penalty: 672.618774
	Iteration 20F: 3 clusters Score -43165.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -43166.054688 Penalty: 672.618774
	Iteration 21Q: 3 clusters Score -43166.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -43166.054688 Penalty: 672.618774
	Iteration 22F: 3 clusters Score -43166.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Entering Unmasked Estep 
Score: -144618.078125 Penalty: 379.414673
	Iteration 0F: 2 clusters Score -144618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -141732.921875 Penalty: 758.829346
	Iteration 0F: 3 clusters Score -141732.9 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -142702.250000 Penalty: 758.829346
	Iteration 1F: 3 clusters Score -142702.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -142774.125000 Penalty: 758.829346
	Iteration 2Q: 3 clusters Score -142774.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -142851.656250 Penalty: 758.829346
	Iteration 3Q: 3 clusters Score -142851.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -142952.046875 Penalty: 758.829346
	Iteration 4Q: 3 clusters Score -142952 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -143112.812500 Penalty: 758.829346
	Iteration 5F: 3 clusters Score -143112.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -143281.046875 Penalty: 758.829346
	Iteration 6F: 3 clusters Score -143281 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -143439.437500 Penalty: 758.829346
	Iteration 7F: 3 clusters Score -143439.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -143561.578125 Penalty: 758.829346
	Iteration 8Q: 3 clusters Score -143561.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -143670.703125 Penalty: 758.829346
	Iteration 9Q: 3 clusters Score -143670.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -143756.546875 Penalty: 758.829346
	Iteration 10Q: 3 clusters Score -143756.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -143812.500000 Penalty: 758.829346
	Iteration 11Q: 3 clusters Score -143812.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -143850.703125 Penalty: 758.829346
	Iteration 12Q: 3 clusters Score -143850.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -143877.046875 Penalty: 758.829346
	Iteration 13Q: 3 clusters Score -143877 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -143897.625000 Penalty: 758.829346
	Iteration 14Q: 3 clusters Score -143897.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -143920.750000 Penalty: 758.829346
	Iteration 15Q: 3 clusters Score -143920.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -143942.281250 Penalty: 758.829346
	Iteration 16Q: 3 clusters Score -143942.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -143966.421875 Penalty: 758.829346
	Iteration 17Q: 3 clusters Score -143966.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -143987.390625 Penalty: 758.829346
	Iteration 18Q: 3 clusters Score -143987.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -144010.687500 Penalty: 758.829346
	Iteration 19Q: 3 clusters Score -144010.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -144029.171875 Penalty: 758.829346
	Iteration 20F: 3 clusters Score -144029.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -144039.781250 Penalty: 758.829346
	Iteration 21Q: 3 clusters Score -144039.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -144046.640625 Penalty: 758.829346
	Iteration 22Q: 3 clusters Score -144046.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -144051.281250 Penalty: 758.829346
	Iteration 23Q: 3 clusters Score -144051.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -144055.281250 Penalty: 758.829346
	Iteration 24Q: 3 clusters Score -144055.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -144060.125000 Penalty: 758.829346
	Iteration 25Q: 3 clusters Score -144060.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -144065.718750 Penalty: 758.829346
	Iteration 26Q: 3 clusters Score -144065.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -144071.468750 Penalty: 758.829346
	Iteration 27Q: 3 clusters Score -144071.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -144077.234375 Penalty: 758.829346
	Iteration 28Q: 3 clusters Score -144077.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -144080.453125 Penalty: 758.829346
	Iteration 29Q: 3 clusters Score -144080.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -144083.750000 Penalty: 758.829346
	Iteration 30Q: 3 clusters Score -144083.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -144087.390625 Penalty: 758.829346
	Iteration 31Q: 3 clusters Score -144087.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -144089.437500 Penalty: 758.829346
	Iteration 32Q: 3 clusters Score -144089.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -144091.171875 Penalty: 758.829346
	Iteration 33Q: 3 clusters Score -144091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -144093.140625 Penalty: 758.829346
	Iteration 34Q: 3 clusters Score -144093.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -144094.656250 Penalty: 758.829346
	Iteration 35Q: 3 clusters Score -144094.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -144097.187500 Penalty: 758.829346
	Iteration 36Q: 3 clusters Score -144097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -144098.843750 Penalty: 758.829346
	Iteration 37Q: 3 clusters Score -144098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -144100.703125 Penalty: 758.829346
	Iteration 38Q: 3 clusters Score -144100.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -144103.921875 Penalty: 758.829346
	Iteration 39Q: 3 clusters Score -144103.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -144106.921875 Penalty: 758.829346
	Iteration 40F: 3 clusters Score -144106.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -144110.937500 Penalty: 758.829346
	Iteration 41Q: 3 clusters Score -144110.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -144115.828125 Penalty: 758.829346
	Iteration 42Q: 3 clusters Score -144115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -144119.968750 Penalty: 758.829346
	Iteration 43Q: 3 clusters Score -144120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -144124.531250 Penalty: 758.829346
	Iteration 44Q: 3 clusters Score -144124.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -144126.406250 Penalty: 758.829346
	Iteration 45Q: 3 clusters Score -144126.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -144128.343750 Penalty: 758.829346
	Iteration 46Q: 3 clusters Score -144128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -144129.656250 Penalty: 758.829346
	Iteration 47Q: 3 clusters Score -144129.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -144131.000000 Penalty: 758.829346
	Iteration 48Q: 3 clusters Score -144131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -144132.953125 Penalty: 758.829346
	Iteration 49Q: 3 clusters Score -144133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -144137.234375 Penalty: 758.829346
	Iteration 50Q: 3 clusters Score -144137.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -144143.000000 Penalty: 758.829346
	Iteration 51Q: 3 clusters Score -144143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -144147.500000 Penalty: 758.829346
	Iteration 52Q: 3 clusters Score -144147.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -144150.468750 Penalty: 758.829346
	Iteration 53Q: 3 clusters Score -144150.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -144153.250000 Penalty: 758.829346
	Iteration 54Q: 3 clusters Score -144153.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -144156.687500 Penalty: 758.829346
	Iteration 55Q: 3 clusters Score -144156.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -144161.703125 Penalty: 758.829346
	Iteration 56Q: 3 clusters Score -144161.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -144169.515625 Penalty: 758.829346
	Iteration 57Q: 3 clusters Score -144169.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -144174.046875 Penalty: 758.829346
	Iteration 58Q: 3 clusters Score -144174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -144177.046875 Penalty: 758.829346
	Iteration 59Q: 3 clusters Score -144177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -144179.375000 Penalty: 758.829346
	Iteration 60F: 3 clusters Score -144179.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -144179.812500 Penalty: 758.829346
	Iteration 61Q: 3 clusters Score -144179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -144179.828125 Penalty: 758.829346
	Iteration 62Q: 3 clusters Score -144179.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -144180.140625 Penalty: 758.829346
	Iteration 63Q: 3 clusters Score -144180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -144180.859375 Penalty: 758.829346
	Iteration 64Q: 3 clusters Score -144180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -144181.062500 Penalty: 758.829346
	Iteration 65Q: 3 clusters Score -144181.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -144181.421875 Penalty: 758.829346
	Iteration 66Q: 3 clusters Score -144181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -144181.625000 Penalty: 758.829346
	Iteration 67Q: 3 clusters Score -144181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -144183.203125 Penalty: 758.829346
	Iteration 68Q: 3 clusters Score -144183.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -144183.906250 Penalty: 758.829346
	Iteration 69Q: 3 clusters Score -144183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -144185.703125 Penalty: 758.829346
	Iteration 70Q: 3 clusters Score -144185.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -144187.421875 Penalty: 758.829346
	Iteration 71Q: 3 clusters Score -144187.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -144188.984375 Penalty: 758.829346
	Iteration 72Q: 3 clusters Score -144189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -144191.609375 Penalty: 758.829346
	Iteration 73Q: 3 clusters Score -144191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -144194.078125 Penalty: 758.829346
	Iteration 74Q: 3 clusters Score -144194.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -144197.140625 Penalty: 758.829346
	Iteration 75Q: 3 clusters Score -144197.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -144199.250000 Penalty: 758.829346
	Iteration 76Q: 3 clusters Score -144199.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -144200.796875 Penalty: 758.829346
	Iteration 77Q: 3 clusters Score -144200.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -144202.046875 Penalty: 758.829346
	Iteration 78Q: 3 clusters Score -144202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -144203.078125 Penalty: 758.829346
	Iteration 79Q: 3 clusters Score -144203.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -144204.437500 Penalty: 758.829346
	Iteration 80F: 3 clusters Score -144204.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -144207.890625 Penalty: 758.829346
	Iteration 81Q: 3 clusters Score -144207.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -144211.750000 Penalty: 758.829346
	Iteration 82Q: 3 clusters Score -144211.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -144213.796875 Penalty: 758.829346
	Iteration 83Q: 3 clusters Score -144213.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -144217.062500 Penalty: 758.829346
	Iteration 84Q: 3 clusters Score -144217.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -144219.859375 Penalty: 758.829346
	Iteration 85Q: 3 clusters Score -144219.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -144221.593750 Penalty: 758.829346
	Iteration 86Q: 3 clusters Score -144221.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -144223.125000 Penalty: 758.829346
	Iteration 87Q: 3 clusters Score -144223.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -144224.406250 Penalty: 758.829346
	Iteration 88Q: 3 clusters Score -144224.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -144225.515625 Penalty: 758.829346
	Iteration 89Q: 3 clusters Score -144225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -144226.421875 Penalty: 758.829346
	Iteration 90Q: 3 clusters Score -144226.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -144226.968750 Penalty: 758.829346
	Iteration 91Q: 3 clusters Score -144227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -144228.234375 Penalty: 758.829346
	Iteration 92Q: 3 clusters Score -144228.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -144230.484375 Penalty: 758.829346
	Iteration 93Q: 3 clusters Score -144230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -144233.171875 Penalty: 758.829346
	Iteration 94Q: 3 clusters Score -144233.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -144236.062500 Penalty: 758.829346
	Iteration 95Q: 3 clusters Score -144236.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -144238.953125 Penalty: 758.829346
	Iteration 96Q: 3 clusters Score -144239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -144241.156250 Penalty: 758.829346
	Iteration 97Q: 3 clusters Score -144241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -144243.203125 Penalty: 758.829346
	Iteration 98Q: 3 clusters Score -144243.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -144244.031250 Penalty: 758.829346
	Iteration 99Q: 3 clusters Score -144244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -144245.250000 Penalty: 758.829346
	Iteration 100F: 3 clusters Score -144245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -144245.687500 Penalty: 758.829346
	Iteration 101Q: 3 clusters Score -144245.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -144245.687500 Penalty: 758.829346
	Iteration 102F: 3 clusters Score -144245.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (366298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366298 members 
Entering Unmasked Estep 
Score: -11559942.000000 Penalty: 582.909668
	Iteration 0F: 2 clusters Score -1.155994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182859 members 
Mstep: Class 2 contains 183439 members 
Entering Unmasked Estep 
Score: -11310594.000000 Penalty: 1165.819336
	Iteration 0F: 3 clusters Score -1.131059e+07 nChanged 180705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168942 members 
Mstep: Class 2 contains 197356 members 
Entering Unmasked Estep 
Score: -11423254.000000 Penalty: 1165.819336
	Iteration 1F: 3 clusters Score -1.142325e+07 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158187 members 
Mstep: Class 2 contains 208111 members 
Entering Unmasked Estep 
Score: -11429418.000000 Penalty: 1165.819336
	Iteration 2Q: 3 clusters Score -1.142942e+07 nChanged 21027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142658 members 
Mstep: Class 2 contains 223640 members 
Entering Unmasked Estep 
Score: -11440099.000000 Penalty: 1165.819336
	Iteration 3F: 3 clusters Score -1.14401e+07 nChanged 25288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121982 members 
Mstep: Class 2 contains 244316 members 
Entering Unmasked Estep 
Score: -11456465.000000 Penalty: 1165.819336
	Iteration 4F: 3 clusters Score -1.145646e+07 nChanged 27763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97893 members 
Mstep: Class 2 contains 268405 members 
Entering Unmasked Estep 
Score: -11478652.000000 Penalty: 1165.819336
	Iteration 5F: 3 clusters Score -1.147865e+07 nChanged 25402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 291221 members 
Entering Unmasked Estep 
Score: -11502069.000000 Penalty: 1165.819336
	Iteration 6F: 3 clusters Score -1.150207e+07 nChanged 19247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 308306 members 
Entering Unmasked Estep 
Score: -11520994.000000 Penalty: 1165.819336
	Iteration 7F: 3 clusters Score -1.152099e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 319234 members 
Entering Unmasked Estep 
Score: -11532334.000000 Penalty: 1165.819336
	Iteration 8Q: 3 clusters Score -1.153233e+07 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 326889 members 
Entering Unmasked Estep 
Score: -11538696.000000 Penalty: 1165.819336
	Iteration 9Q: 3 clusters Score -1.15387e+07 nChanged 6352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 333031 members 
Entering Unmasked Estep 
Score: -11543230.000000 Penalty: 1165.819336
	Iteration 10Q: 3 clusters Score -1.154323e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 338195 members 
Entering Unmasked Estep 
Score: -11546742.000000 Penalty: 1165.819336
	Iteration 11Q: 3 clusters Score -1.154674e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 342411 members 
Entering Unmasked Estep 
Score: -11549530.000000 Penalty: 1165.819336
	Iteration 12Q: 3 clusters Score -1.154953e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 345817 members 
Entering Unmasked Estep 
Score: -11551533.000000 Penalty: 1165.819336
	Iteration 13Q: 3 clusters Score -1.155153e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 348654 members 
Entering Unmasked Estep 
Score: -11553083.000000 Penalty: 1165.819336
	Iteration 14Q: 3 clusters Score -1.155308e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 351071 members 
Entering Unmasked Estep 
Score: -11554373.000000 Penalty: 1165.819336
	Iteration 15Q: 3 clusters Score -1.155437e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 353052 members 
Entering Unmasked Estep 
Score: -11555269.000000 Penalty: 1165.819336
	Iteration 16Q: 3 clusters Score -1.155527e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 354746 members 
Entering Unmasked Estep 
Score: -11555976.000000 Penalty: 1165.819336
	Iteration 17Q: 3 clusters Score -1.155598e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 356237 members 
Entering Unmasked Estep 
Score: -11556660.000000 Penalty: 1165.819336
	Iteration 18Q: 3 clusters Score -1.155666e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 357536 members 
Entering Unmasked Estep 
Score: -11557195.000000 Penalty: 1165.819336
	Iteration 19Q: 3 clusters Score -1.15572e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 358628 members 
Entering Unmasked Estep 
Score: -11557618.000000 Penalty: 1165.819336
	Iteration 20F: 3 clusters Score -1.155762e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 359537 members 
Entering Unmasked Estep 
Score: -11558011.000000 Penalty: 1165.819336
	Iteration 21Q: 3 clusters Score -1.155801e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 360349 members 
Entering Unmasked Estep 
Score: -11558340.000000 Penalty: 1165.819336
	Iteration 22Q: 3 clusters Score -1.155834e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 361030 members 
Entering Unmasked Estep 
Score: -11558657.000000 Penalty: 1165.819336
	Iteration 23Q: 3 clusters Score -1.155866e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 361612 members 
Entering Unmasked Estep 
Score: -11558981.000000 Penalty: 1165.819336
	Iteration 24Q: 3 clusters Score -1.155898e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 362126 members 
Entering Unmasked Estep 
Score: -11559221.000000 Penalty: 1165.819336
	Iteration 25Q: 3 clusters Score -1.155922e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 362562 members 
Entering Unmasked Estep 
Score: -11559440.000000 Penalty: 1165.819336
	Iteration 26Q: 3 clusters Score -1.155944e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 362921 members 
Entering Unmasked Estep 
Score: -11559659.000000 Penalty: 1165.819336
	Iteration 27Q: 3 clusters Score -1.155966e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 363181 members 
Entering Unmasked Estep 
Score: -11559826.000000 Penalty: 1165.819336
	Iteration 28Q: 3 clusters Score -1.155983e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 363382 members 
Entering Unmasked Estep 
Score: -11559913.000000 Penalty: 1165.819336
	Iteration 29Q: 3 clusters Score -1.155991e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 363543 members 
Entering Unmasked Estep 
Score: -11559981.000000 Penalty: 1165.819336
	Iteration 30Q: 3 clusters Score -1.155998e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 363672 members 
Entering Unmasked Estep 
Score: -11560022.000000 Penalty: 1165.819336
	Iteration 31Q: 3 clusters Score -1.156002e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 363768 members 
Entering Unmasked Estep 
Score: -11560050.000000 Penalty: 1165.819336
	Iteration 32Q: 3 clusters Score -1.156005e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 363843 members 
Entering Unmasked Estep 
Score: -11560067.000000 Penalty: 1165.819336
	Iteration 33Q: 3 clusters Score -1.156007e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 363893 members 
Entering Unmasked Estep 
Score: -11560072.000000 Penalty: 1165.819336
	Iteration 34Q: 3 clusters Score -1.156007e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 363944 members 
Entering Unmasked Estep 
Score: -11560081.000000 Penalty: 1165.819336
	Iteration 35Q: 3 clusters Score -1.156008e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 363991 members 
Entering Unmasked Estep 
Score: -11560092.000000 Penalty: 1165.819336
	Iteration 36Q: 3 clusters Score -1.156009e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 364026 members 
Entering Unmasked Estep 
Score: -11560095.000000 Penalty: 1165.819336
	Iteration 37Q: 3 clusters Score -1.15601e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 364060 members 
Entering Unmasked Estep 
Score: -11560110.000000 Penalty: 1165.819336
	Iteration 38Q: 3 clusters Score -1.156011e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 364087 members 
Entering Unmasked Estep 
Score: -11560106.000000 Penalty: 1165.819336
	Iteration 39Q: 3 clusters Score -1.156011e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 364117 members 
Entering Unmasked Estep 
Score: -11560112.000000 Penalty: 1165.819336
	Iteration 40F: 3 clusters Score -1.156011e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 364151 members 
Entering Unmasked Estep 
Score: -11560106.000000 Penalty: 1165.819336
	Iteration 41Q: 3 clusters Score -1.156011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 364177 members 
Entering Unmasked Estep 
Score: -11560102.000000 Penalty: 1165.819336
	Iteration 42Q: 3 clusters Score -1.15601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 364199 members 
Entering Unmasked Estep 
Score: -11560109.000000 Penalty: 1165.819336
	Iteration 43Q: 3 clusters Score -1.156011e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 364222 members 
Entering Unmasked Estep 
Score: -11560118.000000 Penalty: 1165.819336
	Iteration 44Q: 3 clusters Score -1.156012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 364243 members 
Entering Unmasked Estep 
Score: -11560123.000000 Penalty: 1165.819336
	Iteration 45Q: 3 clusters Score -1.156012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 364260 members 
Entering Unmasked Estep 
Score: -11560126.000000 Penalty: 1165.819336
	Iteration 46Q: 3 clusters Score -1.156013e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 364272 members 
Entering Unmasked Estep 
Score: -11560120.000000 Penalty: 1165.819336
	Iteration 47Q: 3 clusters Score -1.156012e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 364283 members 
Entering Unmasked Estep 
Score: -11560120.000000 Penalty: 1165.819336
	Iteration 48Q: 3 clusters Score -1.156012e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 364291 members 
Entering Unmasked Estep 
Score: -11560115.000000 Penalty: 1165.819336
	Iteration 49Q: 3 clusters Score -1.156012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 364301 members 
Entering Unmasked Estep 
Score: -11560112.000000 Penalty: 1165.819336
	Iteration 50Q: 3 clusters Score -1.156011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 364313 members 
Entering Unmasked Estep 
Score: -11560118.000000 Penalty: 1165.819336
	Iteration 51Q: 3 clusters Score -1.156012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 364321 members 
Entering Unmasked Estep 
Score: -11560113.000000 Penalty: 1165.819336
	Iteration 52Q: 3 clusters Score -1.156011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 364329 members 
Entering Unmasked Estep 
Score: -11560117.000000 Penalty: 1165.819336
	Iteration 53Q: 3 clusters Score -1.156012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 364335 members 
Entering Unmasked Estep 
Score: -11560109.000000 Penalty: 1165.819336
	Iteration 54Q: 3 clusters Score -1.156011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 364342 members 
Entering Unmasked Estep 
Score: -11560102.000000 Penalty: 1165.819336
	Iteration 55Q: 3 clusters Score -1.15601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 364348 members 
Entering Unmasked Estep 
Score: -11560107.000000 Penalty: 1165.819336
	Iteration 56Q: 3 clusters Score -1.156011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 364350 members 
Entering Unmasked Estep 
Score: -11560109.000000 Penalty: 1165.819336
	Iteration 57Q: 3 clusters Score -1.156011e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 364352 members 
Entering Unmasked Estep 
Score: -11560113.000000 Penalty: 1165.819336
	Iteration 58Q: 3 clusters Score -1.156011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 364355 members 
Entering Unmasked Estep 
Score: -11560107.000000 Penalty: 1165.819336
	Iteration 59Q: 3 clusters Score -1.156011e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 364357 members 
Entering Unmasked Estep 
Score: -11560115.000000 Penalty: 1165.819336
	Iteration 60F: 3 clusters Score -1.156012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 364359 members 
Entering Unmasked Estep 
Score: -11560111.000000 Penalty: 1165.819336
	Iteration 61Q: 3 clusters Score -1.156011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 364359 members 
Entering Unmasked Estep 
Score: -11560111.000000 Penalty: 1165.819336
	Iteration 62F: 3 clusters Score -1.156011e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47289 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226173 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 15 contains 364359 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16111 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
Score: -21495322.000000 Penalty: 11667.719727
Splitting cluster 4 changes total score from -21495304.000000 to -21495322.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 5 (19043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Entering Unmasked Estep 
Score: -563542.750000 Penalty: 448.377716
	Iteration 0F: 2 clusters Score -563542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -550807.000000 Penalty: 896.755432
	Iteration 0F: 3 clusters Score -550807 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -555951.500000 Penalty: 896.755432
	Iteration 1F: 3 clusters Score -555951.5 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -556137.375000 Penalty: 896.755432
	Iteration 2Q: 3 clusters Score -556137.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -556332.875000 Penalty: 896.755432
	Iteration 3Q: 3 clusters Score -556332.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -556562.812500 Penalty: 896.755432
	Iteration 4Q: 3 clusters Score -556562.8 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -556851.437500 Penalty: 896.755432
	Iteration 5Q: 3 clusters Score -556851.4 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -557268.687500 Penalty: 896.755432
	Iteration 6Q: 3 clusters Score -557268.7 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -557969.437500 Penalty: 896.755432
	Iteration 7F: 3 clusters Score -557969.4 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -558915.937500 Penalty: 896.755432
	Iteration 8F: 3 clusters Score -558915.9 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -559664.875000 Penalty: 896.755432
	Iteration 9F: 3 clusters Score -559664.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -560048.062500 Penalty: 896.755432
	Iteration 10Q: 3 clusters Score -560048.1 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -560274.625000 Penalty: 896.755432
	Iteration 11Q: 3 clusters Score -560274.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -560486.312500 Penalty: 896.755432
	Iteration 12Q: 3 clusters Score -560486.3 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -560664.562500 Penalty: 896.755432
	Iteration 13Q: 3 clusters Score -560664.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -560827.000000 Penalty: 896.755432
	Iteration 14Q: 3 clusters Score -560827 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -561008.062500 Penalty: 896.755432
	Iteration 15Q: 3 clusters Score -561008.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -561152.750000 Penalty: 896.755432
	Iteration 16Q: 3 clusters Score -561152.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -561282.062500 Penalty: 896.755432
	Iteration 17Q: 3 clusters Score -561282.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -561404.562500 Penalty: 896.755432
	Iteration 18Q: 3 clusters Score -561404.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -561507.125000 Penalty: 896.755432
	Iteration 19Q: 3 clusters Score -561507.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -561633.687500 Penalty: 896.755432
	Iteration 20F: 3 clusters Score -561633.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -561773.062500 Penalty: 896.755432
	Iteration 21Q: 3 clusters Score -561773.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -561900.375000 Penalty: 896.755432
	Iteration 22Q: 3 clusters Score -561900.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -562044.125000 Penalty: 896.755432
	Iteration 23Q: 3 clusters Score -562044.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -562197.250000 Penalty: 896.755432
	Iteration 24Q: 3 clusters Score -562197.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -562347.500000 Penalty: 896.755432
	Iteration 25Q: 3 clusters Score -562347.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -562478.000000 Penalty: 896.755432
	Iteration 26Q: 3 clusters Score -562478 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -562596.687500 Penalty: 896.755432
	Iteration 27Q: 3 clusters Score -562596.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -562721.375000 Penalty: 896.755432
	Iteration 28Q: 3 clusters Score -562721.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -562819.937500 Penalty: 896.755432
	Iteration 29Q: 3 clusters Score -562819.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -562905.937500 Penalty: 896.755432
	Iteration 30Q: 3 clusters Score -562905.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -562968.500000 Penalty: 896.755432
	Iteration 31Q: 3 clusters Score -562968.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -563015.500000 Penalty: 896.755432
	Iteration 32Q: 3 clusters Score -563015.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -563045.500000 Penalty: 896.755432
	Iteration 33Q: 3 clusters Score -563045.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -563060.062500 Penalty: 896.755432
	Iteration 34Q: 3 clusters Score -563060.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -563078.812500 Penalty: 896.755432
	Iteration 35Q: 3 clusters Score -563078.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -563093.500000 Penalty: 896.755432
	Iteration 36Q: 3 clusters Score -563093.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -563102.500000 Penalty: 896.755432
	Iteration 37Q: 3 clusters Score -563102.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -563108.937500 Penalty: 896.755432
	Iteration 38Q: 3 clusters Score -563108.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -563113.000000 Penalty: 896.755432
	Iteration 39Q: 3 clusters Score -563113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -563114.812500 Penalty: 896.755432
	Iteration 40F: 3 clusters Score -563114.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -563119.750000 Penalty: 896.755432
	Iteration 41Q: 3 clusters Score -563119.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -563120.000000 Penalty: 896.755432
	Iteration 42Q: 3 clusters Score -563120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -563124.750000 Penalty: 896.755432
	Iteration 43Q: 3 clusters Score -563124.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -563128.437500 Penalty: 896.755432
	Iteration 44Q: 3 clusters Score -563128.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -563141.937500 Penalty: 896.755432
	Iteration 45Q: 3 clusters Score -563141.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -563151.812500 Penalty: 896.755432
	Iteration 46Q: 3 clusters Score -563151.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -563161.875000 Penalty: 896.755432
	Iteration 47Q: 3 clusters Score -563161.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -563163.812500 Penalty: 896.755432
	Iteration 48Q: 3 clusters Score -563163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -563165.625000 Penalty: 896.755432
	Iteration 49Q: 3 clusters Score -563165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -563167.437500 Penalty: 896.755432
	Iteration 50Q: 3 clusters Score -563167.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -563168.937500 Penalty: 896.755432
	Iteration 51Q: 3 clusters Score -563168.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -563169.625000 Penalty: 896.755432
	Iteration 52Q: 3 clusters Score -563169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -563170.062500 Penalty: 896.755432
	Iteration 53Q: 3 clusters Score -563170.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -563170.062500 Penalty: 896.755432
	Iteration 54F: 3 clusters Score -563170.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Entering Unmasked Estep 
Score: -69166.953125 Penalty: 348.556641
	Iteration 0F: 2 clusters Score -69166.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -67640.039062 Penalty: 697.113281
	Iteration 0F: 3 clusters Score -67640.04 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -68128.671875 Penalty: 697.113281
	Iteration 1F: 3 clusters Score -68128.67 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -68240.632812 Penalty: 697.113281
	Iteration 2F: 3 clusters Score -68240.63 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -68386.187500 Penalty: 697.113281
	Iteration 3F: 3 clusters Score -68386.19 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -68554.515625 Penalty: 697.113281
	Iteration 4F: 3 clusters Score -68554.52 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -68689.390625 Penalty: 697.113281
	Iteration 5F: 3 clusters Score -68689.39 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -68795.789062 Penalty: 697.113281
	Iteration 6F: 3 clusters Score -68795.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -68887.992188 Penalty: 697.113281
	Iteration 7Q: 3 clusters Score -68887.99 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -68947.476562 Penalty: 697.113281
	Iteration 8Q: 3 clusters Score -68947.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -68973.796875 Penalty: 697.113281
	Iteration 9Q: 3 clusters Score -68973.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68989.421875 Penalty: 697.113281
	Iteration 10Q: 3 clusters Score -68989.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -69000.804688 Penalty: 697.113281
	Iteration 11Q: 3 clusters Score -69000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -69007.359375 Penalty: 697.113281
	Iteration 12Q: 3 clusters Score -69007.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69009.859375 Penalty: 697.113281
	Iteration 13Q: 3 clusters Score -69009.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -69012.851562 Penalty: 697.113281
	Iteration 14Q: 3 clusters Score -69012.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -69015.484375 Penalty: 697.113281
	Iteration 15Q: 3 clusters Score -69015.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69017.335938 Penalty: 697.113281
	Iteration 16Q: 3 clusters Score -69017.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69018.367188 Penalty: 697.113281
	Iteration 17Q: 3 clusters Score -69018.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69019.179688 Penalty: 697.113281
	Iteration 18Q: 3 clusters Score -69019.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -69020.265625 Penalty: 697.113281
	Iteration 19Q: 3 clusters Score -69020.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -69020.937500 Penalty: 697.113281
	Iteration 20F: 3 clusters Score -69020.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69021.710938 Penalty: 697.113281
	Iteration 21Q: 3 clusters Score -69021.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -69022.890625 Penalty: 697.113281
	Iteration 22Q: 3 clusters Score -69022.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -69025.726562 Penalty: 697.113281
	Iteration 23Q: 3 clusters Score -69025.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69028.718750 Penalty: 697.113281
	Iteration 24Q: 3 clusters Score -69028.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -69030.671875 Penalty: 697.113281
	Iteration 25Q: 3 clusters Score -69030.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -69032.140625 Penalty: 697.113281
	Iteration 26Q: 3 clusters Score -69032.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -69032.742188 Penalty: 697.113281
	Iteration 27Q: 3 clusters Score -69032.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -69032.945312 Penalty: 697.113281
	Iteration 28Q: 3 clusters Score -69032.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69033.023438 Penalty: 697.113281
	Iteration 29Q: 3 clusters Score -69033.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -69033.023438 Penalty: 697.113281
	Iteration 30F: 3 clusters Score -69033.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -8513.119141 Penalty: 267.564270
	Iteration 0F: 2 clusters Score -8513.119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8123.954590 Penalty: 535.128540
	Iteration 0F: 3 clusters Score -8123.955 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -8240.576172 Penalty: 535.128540
	Iteration 1F: 3 clusters Score -8240.576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -8276.173828 Penalty: 535.128540
	Iteration 2F: 3 clusters Score -8276.174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -8299.476562 Penalty: 535.128540
	Iteration 3F: 3 clusters Score -8299.477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -8315.436523 Penalty: 535.128540
	Iteration 4Q: 3 clusters Score -8315.437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8330.591797 Penalty: 535.128540
	Iteration 5Q: 3 clusters Score -8330.592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -8342.333984 Penalty: 535.128540
	Iteration 6Q: 3 clusters Score -8342.334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -8344.805664 Penalty: 535.128540
	Iteration 7Q: 3 clusters Score -8344.806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -8346.685547 Penalty: 535.128540
	Iteration 8Q: 3 clusters Score -8346.686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8347.461914 Penalty: 535.128540
	Iteration 9Q: 3 clusters Score -8347.462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -8347.461914 Penalty: 535.128540
	Iteration 10F: 3 clusters Score -8347.462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Entering Unmasked Estep 
Score: -25624.496094 Penalty: 306.043610
	Iteration 0F: 2 clusters Score -25624.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24893.841797 Penalty: 612.087219
	Iteration 0F: 3 clusters Score -24893.84 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -25070.851562 Penalty: 612.087219
	Iteration 1F: 3 clusters Score -25070.85 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -25115.193359 Penalty: 612.087219
	Iteration 2F: 3 clusters Score -25115.19 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -25149.615234 Penalty: 612.087219
	Iteration 3F: 3 clusters Score -25149.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -25180.531250 Penalty: 612.087219
	Iteration 4F: 3 clusters Score -25180.53 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -25211.722656 Penalty: 612.087219
	Iteration 5F: 3 clusters Score -25211.72 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -25232.248047 Penalty: 612.087219
	Iteration 6Q: 3 clusters Score -25232.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -25264.164062 Penalty: 612.087219
	Iteration 7Q: 3 clusters Score -25264.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25284.867188 Penalty: 612.087219
	Iteration 8Q: 3 clusters Score -25284.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -25298.330078 Penalty: 612.087219
	Iteration 9Q: 3 clusters Score -25298.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -25308.476562 Penalty: 612.087219
	Iteration 10Q: 3 clusters Score -25308.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25322.521484 Penalty: 612.087219
	Iteration 11Q: 3 clusters Score -25322.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -25329.119141 Penalty: 612.087219
	Iteration 12Q: 3 clusters Score -25329.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -25335.193359 Penalty: 612.087219
	Iteration 13Q: 3 clusters Score -25335.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -25345.519531 Penalty: 612.087219
	Iteration 14Q: 3 clusters Score -25345.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -25354.791016 Penalty: 612.087219
	Iteration 15Q: 3 clusters Score -25354.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -25360.111328 Penalty: 612.087219
	Iteration 16Q: 3 clusters Score -25360.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -25363.142578 Penalty: 612.087219
	Iteration 17Q: 3 clusters Score -25363.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -25364.007812 Penalty: 612.087219
	Iteration 18Q: 3 clusters Score -25364.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -25366.197266 Penalty: 612.087219
	Iteration 19Q: 3 clusters Score -25366.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -25371.320312 Penalty: 612.087219
	Iteration 20F: 3 clusters Score -25371.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -25375.378906 Penalty: 612.087219
	Iteration 21Q: 3 clusters Score -25375.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25380.630859 Penalty: 612.087219
	Iteration 22Q: 3 clusters Score -25380.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -25382.031250 Penalty: 612.087219
	Iteration 23Q: 3 clusters Score -25382.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -25383.074219 Penalty: 612.087219
	Iteration 24Q: 3 clusters Score -25383.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -25383.074219 Penalty: 612.087219
	Iteration 25F: 3 clusters Score -25383.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Entering Unmasked Estep 
Score: -58748.695312 Penalty: 347.713013
	Iteration 0F: 2 clusters Score -58748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -57247.652344 Penalty: 695.426025
	Iteration 0F: 3 clusters Score -57247.65 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -57717.402344 Penalty: 695.426025
	Iteration 1F: 3 clusters Score -57717.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -57783.429688 Penalty: 695.426025
	Iteration 2F: 3 clusters Score -57783.43 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -57858.578125 Penalty: 695.426025
	Iteration 3F: 3 clusters Score -57858.58 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -57945.125000 Penalty: 695.426025
	Iteration 4F: 3 clusters Score -57945.12 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -58053.730469 Penalty: 695.426025
	Iteration 5F: 3 clusters Score -58053.73 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -58136.074219 Penalty: 695.426025
	Iteration 6Q: 3 clusters Score -58136.07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -58204.312500 Penalty: 695.426025
	Iteration 7Q: 3 clusters Score -58204.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -58270.445312 Penalty: 695.426025
	Iteration 8Q: 3 clusters Score -58270.45 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -58328.832031 Penalty: 695.426025
	Iteration 9Q: 3 clusters Score -58328.83 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -58370.355469 Penalty: 695.426025
	Iteration 10Q: 3 clusters Score -58370.36 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -58414.531250 Penalty: 695.426025
	Iteration 11Q: 3 clusters Score -58414.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -58449.949219 Penalty: 695.426025
	Iteration 12Q: 3 clusters Score -58449.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -58469.164062 Penalty: 695.426025
	Iteration 13Q: 3 clusters Score -58469.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -58491.738281 Penalty: 695.426025
	Iteration 14Q: 3 clusters Score -58491.74 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -58521.914062 Penalty: 695.426025
	Iteration 15Q: 3 clusters Score -58521.91 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -58541.527344 Penalty: 695.426025
	Iteration 16Q: 3 clusters Score -58541.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -58550.566406 Penalty: 695.426025
	Iteration 17Q: 3 clusters Score -58550.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -58558.042969 Penalty: 695.426025
	Iteration 18Q: 3 clusters Score -58558.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -58565.171875 Penalty: 695.426025
	Iteration 19Q: 3 clusters Score -58565.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -58574.765625 Penalty: 695.426025
	Iteration 20F: 3 clusters Score -58574.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -58586.582031 Penalty: 695.426025
	Iteration 21Q: 3 clusters Score -58586.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -58594.578125 Penalty: 695.426025
	Iteration 22Q: 3 clusters Score -58594.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -58597.394531 Penalty: 695.426025
	Iteration 23Q: 3 clusters Score -58597.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -58598.125000 Penalty: 695.426025
	Iteration 24Q: 3 clusters Score -58598.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -58598.386719 Penalty: 695.426025
	Iteration 25Q: 3 clusters Score -58598.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -58598.667969 Penalty: 695.426025
	Iteration 26Q: 3 clusters Score -58598.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -58598.667969 Penalty: 695.426025
	Iteration 27F: 3 clusters Score -58598.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Entering Unmasked Estep 
Score: -53668.000000 Penalty: 340.153717
	Iteration 0F: 2 clusters Score -53668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -52395.277344 Penalty: 680.307434
	Iteration 0F: 3 clusters Score -52395.28 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -52835.222656 Penalty: 680.307434
	Iteration 1F: 3 clusters Score -52835.22 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -52970.152344 Penalty: 680.307434
	Iteration 2F: 3 clusters Score -52970.15 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -53106.746094 Penalty: 680.307434
	Iteration 3F: 3 clusters Score -53106.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53206.500000 Penalty: 680.307434
	Iteration 4F: 3 clusters Score -53206.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -53269.773438 Penalty: 680.307434
	Iteration 5Q: 3 clusters Score -53269.77 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -53301.171875 Penalty: 680.307434
	Iteration 6Q: 3 clusters Score -53301.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -53326.398438 Penalty: 680.307434
	Iteration 7Q: 3 clusters Score -53326.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -53345.484375 Penalty: 680.307434
	Iteration 8Q: 3 clusters Score -53345.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53357.750000 Penalty: 680.307434
	Iteration 9Q: 3 clusters Score -53357.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53369.195312 Penalty: 680.307434
	Iteration 10Q: 3 clusters Score -53369.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -53379.394531 Penalty: 680.307434
	Iteration 11Q: 3 clusters Score -53379.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -53388.039062 Penalty: 680.307434
	Iteration 12Q: 3 clusters Score -53388.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -53393.003906 Penalty: 680.307434
	Iteration 13Q: 3 clusters Score -53393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53397.480469 Penalty: 680.307434
	Iteration 14Q: 3 clusters Score -53397.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -53402.035156 Penalty: 680.307434
	Iteration 15Q: 3 clusters Score -53402.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -53406.042969 Penalty: 680.307434
	Iteration 16Q: 3 clusters Score -53406.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -53409.250000 Penalty: 680.307434
	Iteration 17Q: 3 clusters Score -53409.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53413.156250 Penalty: 680.307434
	Iteration 18Q: 3 clusters Score -53413.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -53415.472656 Penalty: 680.307434
	Iteration 19Q: 3 clusters Score -53415.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -53417.003906 Penalty: 680.307434
	Iteration 20F: 3 clusters Score -53417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53418.445312 Penalty: 680.307434
	Iteration 21Q: 3 clusters Score -53418.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -53419.121094 Penalty: 680.307434
	Iteration 22Q: 3 clusters Score -53419.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53419.140625 Penalty: 680.307434
	Iteration 23Q: 3 clusters Score -53419.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -53419.140625 Penalty: 680.307434
	Iteration 24F: 3 clusters Score -53419.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Entering Unmasked Estep 
Score: -1499226.750000 Penalty: 489.763519
	Iteration 0F: 2 clusters Score -1499227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -1467369.375000 Penalty: 979.527039
	Iteration 0F: 3 clusters Score -1467369 nChanged 23026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -1482820.000000 Penalty: 979.527039
	Iteration 1F: 3 clusters Score -1482820 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -1484855.625000 Penalty: 979.527039
	Iteration 2F: 3 clusters Score -1484856 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -1487395.375000 Penalty: 979.527039
	Iteration 3F: 3 clusters Score -1487395 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -1490092.625000 Penalty: 979.527039
	Iteration 4F: 3 clusters Score -1490093 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -1492243.625000 Penalty: 979.527039
	Iteration 5F: 3 clusters Score -1492244 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -1493422.625000 Penalty: 979.527039
	Iteration 6Q: 3 clusters Score -1493423 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -1493882.000000 Penalty: 979.527039
	Iteration 7Q: 3 clusters Score -1493882 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -1494030.625000 Penalty: 979.527039
	Iteration 8Q: 3 clusters Score -1494031 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -1494085.750000 Penalty: 979.527039
	Iteration 9Q: 3 clusters Score -1494086 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 32162 members 
Entering Unmasked Estep 
Score: -1494125.125000 Penalty: 979.527039
	Iteration 10Q: 3 clusters Score -1494125 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -1494165.375000 Penalty: 979.527039
	Iteration 11Q: 3 clusters Score -1494165 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -1494198.000000 Penalty: 979.527039
	Iteration 12Q: 3 clusters Score -1494198 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -1494240.375000 Penalty: 979.527039
	Iteration 13Q: 3 clusters Score -1494240 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -1494284.875000 Penalty: 979.527039
	Iteration 14Q: 3 clusters Score -1494285 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -1494332.625000 Penalty: 979.527039
	Iteration 15Q: 3 clusters Score -1494333 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 34087 members 
Entering Unmasked Estep 
Score: -1494391.375000 Penalty: 979.527039
	Iteration 16Q: 3 clusters Score -1494391 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 34515 members 
Entering Unmasked Estep 
Score: -1494466.875000 Penalty: 979.527039
	Iteration 17Q: 3 clusters Score -1494467 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -1494547.875000 Penalty: 979.527039
	Iteration 18Q: 3 clusters Score -1494548 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -1494653.125000 Penalty: 979.527039
	Iteration 19Q: 3 clusters Score -1494653 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -1494782.500000 Penalty: 979.527039
	Iteration 20F: 3 clusters Score -1494782 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
Score: -1494929.250000 Penalty: 979.527039
	Iteration 21Q: 3 clusters Score -1494929 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -1495095.250000 Penalty: 979.527039
	Iteration 22Q: 3 clusters Score -1495095 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -1495270.750000 Penalty: 979.527039
	Iteration 23Q: 3 clusters Score -1495271 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -1495488.375000 Penalty: 979.527039
	Iteration 24Q: 3 clusters Score -1495488 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -1495698.375000 Penalty: 979.527039
	Iteration 25Q: 3 clusters Score -1495698 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -1495933.250000 Penalty: 979.527039
	Iteration 26Q: 3 clusters Score -1495933 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -1496169.875000 Penalty: 979.527039
	Iteration 27Q: 3 clusters Score -1496170 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -1496413.125000 Penalty: 979.527039
	Iteration 28Q: 3 clusters Score -1496413 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -1496685.000000 Penalty: 979.527039
	Iteration 29Q: 3 clusters Score -1496685 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -1496976.000000 Penalty: 979.527039
	Iteration 30Q: 3 clusters Score -1496976 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -1497223.250000 Penalty: 979.527039
	Iteration 31Q: 3 clusters Score -1497223 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -1497457.875000 Penalty: 979.527039
	Iteration 32Q: 3 clusters Score -1497458 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -1497686.250000 Penalty: 979.527039
	Iteration 33Q: 3 clusters Score -1497686 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -1497862.000000 Penalty: 979.527039
	Iteration 34Q: 3 clusters Score -1497862 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -1498040.750000 Penalty: 979.527039
	Iteration 35Q: 3 clusters Score -1498041 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -1498202.000000 Penalty: 979.527039
	Iteration 36Q: 3 clusters Score -1498202 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 45513 members 
Entering Unmasked Estep 
Score: -1498305.500000 Penalty: 979.527039
	Iteration 37Q: 3 clusters Score -1498306 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -1498434.125000 Penalty: 979.527039
	Iteration 38Q: 3 clusters Score -1498434 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
Score: -1498560.500000 Penalty: 979.527039
	Iteration 39Q: 3 clusters Score -1498560 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -1498638.625000 Penalty: 979.527039
	Iteration 40F: 3 clusters Score -1498639 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -1498701.000000 Penalty: 979.527039
	Iteration 41Q: 3 clusters Score -1498701 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 46380 members 
Entering Unmasked Estep 
Score: -1498752.375000 Penalty: 979.527039
	Iteration 42Q: 3 clusters Score -1498752 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -1498790.875000 Penalty: 979.527039
	Iteration 43Q: 3 clusters Score -1498791 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -1498817.125000 Penalty: 979.527039
	Iteration 44Q: 3 clusters Score -1498817 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46579 members 
Entering Unmasked Estep 
Score: -1498831.750000 Penalty: 979.527039
	Iteration 45Q: 3 clusters Score -1498832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -1498846.750000 Penalty: 979.527039
	Iteration 46Q: 3 clusters Score -1498847 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -1498850.750000 Penalty: 979.527039
	Iteration 47Q: 3 clusters Score -1498851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -1498864.375000 Penalty: 979.527039
	Iteration 48Q: 3 clusters Score -1498864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -1498868.500000 Penalty: 979.527039
	Iteration 49Q: 3 clusters Score -1498868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -1498874.875000 Penalty: 979.527039
	Iteration 50Q: 3 clusters Score -1498875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -1498877.375000 Penalty: 979.527039
	Iteration 51Q: 3 clusters Score -1498877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -1498881.375000 Penalty: 979.527039
	Iteration 52Q: 3 clusters Score -1498881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
Score: -1498881.625000 Penalty: 979.527039
	Iteration 53Q: 3 clusters Score -1498882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -1498882.750000 Penalty: 979.527039
	Iteration 54Q: 3 clusters Score -1498883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -1498882.000000 Penalty: 979.527039
	Iteration 55Q: 3 clusters Score -1498882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -1498884.375000 Penalty: 979.527039
	Iteration 56Q: 3 clusters Score -1498884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -1498884.250000 Penalty: 979.527039
	Iteration 57Q: 3 clusters Score -1498884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -1498882.625000 Penalty: 979.527039
	Iteration 58Q: 3 clusters Score -1498883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -1498884.000000 Penalty: 979.527039
	Iteration 59Q: 3 clusters Score -1498884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -1498883.250000 Penalty: 979.527039
	Iteration 60F: 3 clusters Score -1498883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46752 members 
Entering Unmasked Estep 
Score: -1498884.500000 Penalty: 979.527039
	Iteration 61Q: 3 clusters Score -1498884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -1498887.250000 Penalty: 979.527039
	Iteration 62Q: 3 clusters Score -1498887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -1498886.750000 Penalty: 979.527039
	Iteration 63Q: 3 clusters Score -1498887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
Score: -1498890.250000 Penalty: 979.527039
	Iteration 64Q: 3 clusters Score -1498890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46768 members 
Entering Unmasked Estep 
Score: -1498893.125000 Penalty: 979.527039
	Iteration 65Q: 3 clusters Score -1498893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -1498892.500000 Penalty: 979.527039
	Iteration 66Q: 3 clusters Score -1498892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -1498897.625000 Penalty: 979.527039
	Iteration 67Q: 3 clusters Score -1498898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -1498897.750000 Penalty: 979.527039
	Iteration 68Q: 3 clusters Score -1498898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -1498898.500000 Penalty: 979.527039
	Iteration 69Q: 3 clusters Score -1498898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -1498898.500000 Penalty: 979.527039
	Iteration 70F: 3 clusters Score -1498898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -75434.125000 Penalty: 353.660248
	Iteration 0F: 2 clusters Score -75434.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -73743.992188 Penalty: 707.320496
	Iteration 0F: 3 clusters Score -73743.99 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -74339.898438 Penalty: 707.320496
	Iteration 1F: 3 clusters Score -74339.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -74445.031250 Penalty: 707.320496
	Iteration 2F: 3 clusters Score -74445.03 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74570.718750 Penalty: 707.320496
	Iteration 3F: 3 clusters Score -74570.72 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -74716.687500 Penalty: 707.320496
	Iteration 4F: 3 clusters Score -74716.69 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -74868.789062 Penalty: 707.320496
	Iteration 5F: 3 clusters Score -74868.79 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -74993.375000 Penalty: 707.320496
	Iteration 6F: 3 clusters Score -74993.38 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -75096.046875 Penalty: 707.320496
	Iteration 7Q: 3 clusters Score -75096.05 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -75157.664062 Penalty: 707.320496
	Iteration 8Q: 3 clusters Score -75157.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -75223.859375 Penalty: 707.320496
	Iteration 9Q: 3 clusters Score -75223.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75256.914062 Penalty: 707.320496
	Iteration 10Q: 3 clusters Score -75256.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75267.726562 Penalty: 707.320496
	Iteration 11Q: 3 clusters Score -75267.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -75274.890625 Penalty: 707.320496
	Iteration 12Q: 3 clusters Score -75274.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -75279.867188 Penalty: 707.320496
	Iteration 13Q: 3 clusters Score -75279.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75282.429688 Penalty: 707.320496
	Iteration 14Q: 3 clusters Score -75282.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -75285.054688 Penalty: 707.320496
	Iteration 15Q: 3 clusters Score -75285.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75285.882812 Penalty: 707.320496
	Iteration 16Q: 3 clusters Score -75285.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75287.164062 Penalty: 707.320496
	Iteration 17Q: 3 clusters Score -75287.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75287.320312 Penalty: 707.320496
	Iteration 18Q: 3 clusters Score -75287.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75287.578125 Penalty: 707.320496
	Iteration 19Q: 3 clusters Score -75287.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75288.007812 Penalty: 707.320496
	Iteration 20F: 3 clusters Score -75288.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75288.640625 Penalty: 707.320496
	Iteration 21Q: 3 clusters Score -75288.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75288.812500 Penalty: 707.320496
	Iteration 22Q: 3 clusters Score -75288.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75289.039062 Penalty: 707.320496
	Iteration 23Q: 3 clusters Score -75289.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75289.039062 Penalty: 707.320496
	Iteration 24F: 3 clusters Score -75289.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (226173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226173 members 
Entering Unmasked Estep 
Score: -6736292.500000 Penalty: 560.972046
	Iteration 0F: 2 clusters Score -6736292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112888 members 
Mstep: Class 2 contains 113285 members 
Entering Unmasked Estep 
Score: -6581968.500000 Penalty: 1121.944092
	Iteration 0F: 3 clusters Score -6581968 nChanged 111229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 123958 members 
Entering Unmasked Estep 
Score: -6649040.000000 Penalty: 1121.944092
	Iteration 1F: 3 clusters Score -6649040 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 131076 members 
Entering Unmasked Estep 
Score: -6652007.500000 Penalty: 1121.944092
	Iteration 2Q: 3 clusters Score -6652008 nChanged 11673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84026 members 
Mstep: Class 2 contains 142147 members 
Entering Unmasked Estep 
Score: -6657647.500000 Penalty: 1121.944092
	Iteration 3F: 3 clusters Score -6657648 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67733 members 
Mstep: Class 2 contains 158440 members 
Entering Unmasked Estep 
Score: -6668727.500000 Penalty: 1121.944092
	Iteration 4F: 3 clusters Score -6668728 nChanged 21231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 179665 members 
Entering Unmasked Estep 
Score: -6687378.000000 Penalty: 1121.944092
	Iteration 5F: 3 clusters Score -6687378 nChanged 22294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 201959 members 
Entering Unmasked Estep 
Score: -6710625.000000 Penalty: 1121.944092
	Iteration 6F: 3 clusters Score -6710625 nChanged 15916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 217875 members 
Entering Unmasked Estep 
Score: -6727647.500000 Penalty: 1121.944092
	Iteration 7F: 3 clusters Score -6727648 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 224299 members 
Entering Unmasked Estep 
Score: -6734083.000000 Penalty: 1121.944092
	Iteration 8Q: 3 clusters Score -6734083 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 225818 members 
Entering Unmasked Estep 
Score: -6735524.000000 Penalty: 1121.944092
	Iteration 9Q: 3 clusters Score -6735524 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 226061 members 
Entering Unmasked Estep 
Score: -6735776.000000 Penalty: 1121.944092
	Iteration 10Q: 3 clusters Score -6735776 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 226082 members 
Entering Unmasked Estep 
Score: -6735878.500000 Penalty: 1121.944092
	Iteration 11Q: 3 clusters Score -6735878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 226067 members 
Entering Unmasked Estep 
Score: -6735958.000000 Penalty: 1121.944092
	Iteration 12Q: 3 clusters Score -6735958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 226054 members 
Entering Unmasked Estep 
Score: -6735980.000000 Penalty: 1121.944092
	Iteration 13Q: 3 clusters Score -6735980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 226041 members 
Entering Unmasked Estep 
Score: -6736008.000000 Penalty: 1121.944092
	Iteration 14Q: 3 clusters Score -6736008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 226027 members 
Entering Unmasked Estep 
Score: -6736010.500000 Penalty: 1121.944092
	Iteration 15Q: 3 clusters Score -6736010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 226021 members 
Entering Unmasked Estep 
Score: -6736020.500000 Penalty: 1121.944092
	Iteration 16Q: 3 clusters Score -6736020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 226014 members 
Entering Unmasked Estep 
Score: -6736032.000000 Penalty: 1121.944092
	Iteration 17Q: 3 clusters Score -6736032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 226006 members 
Entering Unmasked Estep 
Score: -6736036.500000 Penalty: 1121.944092
	Iteration 18Q: 3 clusters Score -6736036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 225999 members 
Entering Unmasked Estep 
Score: -6736038.000000 Penalty: 1121.944092
	Iteration 19Q: 3 clusters Score -6736038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225991 members 
Entering Unmasked Estep 
Score: -6736040.500000 Penalty: 1121.944092
	Iteration 20F: 3 clusters Score -6736040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 225984 members 
Entering Unmasked Estep 
Score: -6736040.000000 Penalty: 1121.944092
	Iteration 21Q: 3 clusters Score -6736040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 225979 members 
Entering Unmasked Estep 
Score: -6736040.500000 Penalty: 1121.944092
	Iteration 22Q: 3 clusters Score -6736040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 225973 members 
Entering Unmasked Estep 
Score: -6736048.000000 Penalty: 1121.944092
	Iteration 23Q: 3 clusters Score -6736048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 225970 members 
Entering Unmasked Estep 
Score: -6736053.500000 Penalty: 1121.944092
	Iteration 24Q: 3 clusters Score -6736054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 225961 members 
Entering Unmasked Estep 
Score: -6736068.500000 Penalty: 1121.944092
	Iteration 25Q: 3 clusters Score -6736068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 225949 members 
Entering Unmasked Estep 
Score: -6736070.500000 Penalty: 1121.944092
	Iteration 26Q: 3 clusters Score -6736070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 225944 members 
Entering Unmasked Estep 
Score: -6736077.000000 Penalty: 1121.944092
	Iteration 27Q: 3 clusters Score -6736077 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 225934 members 
Entering Unmasked Estep 
Score: -6736087.500000 Penalty: 1121.944092
	Iteration 28Q: 3 clusters Score -6736088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 225920 members 
Entering Unmasked Estep 
Score: -6736097.500000 Penalty: 1121.944092
	Iteration 29Q: 3 clusters Score -6736098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 225906 members 
Entering Unmasked Estep 
Score: -6736107.000000 Penalty: 1121.944092
	Iteration 30Q: 3 clusters Score -6736107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 225896 members 
Entering Unmasked Estep 
Score: -6736113.000000 Penalty: 1121.944092
	Iteration 31Q: 3 clusters Score -6736113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 225887 members 
Entering Unmasked Estep 
Score: -6736119.000000 Penalty: 1121.944092
	Iteration 32Q: 3 clusters Score -6736119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 225877 members 
Entering Unmasked Estep 
Score: -6736130.000000 Penalty: 1121.944092
	Iteration 33Q: 3 clusters Score -6736130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 225870 members 
Entering Unmasked Estep 
Score: -6736130.000000 Penalty: 1121.944092
	Iteration 34Q: 3 clusters Score -6736130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 225865 members 
Entering Unmasked Estep 
Score: -6736133.500000 Penalty: 1121.944092
	Iteration 35Q: 3 clusters Score -6736134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 225862 members 
Entering Unmasked Estep 
Score: -6736133.500000 Penalty: 1121.944092
	Iteration 36Q: 3 clusters Score -6736134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 225858 members 
Entering Unmasked Estep 
Score: -6736138.000000 Penalty: 1121.944092
	Iteration 37Q: 3 clusters Score -6736138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 225855 members 
Entering Unmasked Estep 
Score: -6736138.000000 Penalty: 1121.944092
	Iteration 38Q: 3 clusters Score -6736138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 225853 members 
Entering Unmasked Estep 
Score: -6736131.500000 Penalty: 1121.944092
	Iteration 39Q: 3 clusters Score -6736132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 225852 members 
Entering Unmasked Estep 
Score: -6736145.000000 Penalty: 1121.944092
	Iteration 40F: 3 clusters Score -6736145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 225838 members 
Entering Unmasked Estep 
Score: -6736156.000000 Penalty: 1121.944092
	Iteration 41Q: 3 clusters Score -6736156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 225824 members 
Entering Unmasked Estep 
Score: -6736161.500000 Penalty: 1121.944092
	Iteration 42Q: 3 clusters Score -6736162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 225810 members 
Entering Unmasked Estep 
Score: -6736173.500000 Penalty: 1121.944092
	Iteration 43Q: 3 clusters Score -6736174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 225803 members 
Entering Unmasked Estep 
Score: -6736175.000000 Penalty: 1121.944092
	Iteration 44Q: 3 clusters Score -6736175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 225800 members 
Entering Unmasked Estep 
Score: -6736171.500000 Penalty: 1121.944092
	Iteration 45Q: 3 clusters Score -6736172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 225799 members 
Entering Unmasked Estep 
Score: -6736170.000000 Penalty: 1121.944092
	Iteration 46Q: 3 clusters Score -6736170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225801 members 
Entering Unmasked Estep 
Score: -6736169.500000 Penalty: 1121.944092
	Iteration 47Q: 3 clusters Score -6736170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 225800 members 
Entering Unmasked Estep 
Score: -6736166.500000 Penalty: 1121.944092
	Iteration 48Q: 3 clusters Score -6736166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225801 members 
Entering Unmasked Estep 
Score: -6736169.000000 Penalty: 1121.944092
	Iteration 49Q: 3 clusters Score -6736169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 225801 members 
Entering Unmasked Estep 
Score: -6736169.000000 Penalty: 1121.944092
	Iteration 50F: 3 clusters Score -6736169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -75154.437500 Penalty: 354.003784
	Iteration 0F: 2 clusters Score -75154.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -73483.968750 Penalty: 708.007568
	Iteration 0F: 3 clusters Score -73483.97 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -74103.757812 Penalty: 708.007568
	Iteration 1F: 3 clusters Score -74103.76 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -74296.640625 Penalty: 708.007568
	Iteration 2F: 3 clusters Score -74296.64 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -74491.000000 Penalty: 708.007568
	Iteration 3F: 3 clusters Score -74491 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -74664.890625 Penalty: 708.007568
	Iteration 4F: 3 clusters Score -74664.89 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -74751.234375 Penalty: 708.007568
	Iteration 5F: 3 clusters Score -74751.23 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -74787.343750 Penalty: 708.007568
	Iteration 6Q: 3 clusters Score -74787.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -74809.023438 Penalty: 708.007568
	Iteration 7Q: 3 clusters Score -74809.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -74823.976562 Penalty: 708.007568
	Iteration 8Q: 3 clusters Score -74823.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -74834.742188 Penalty: 708.007568
	Iteration 9Q: 3 clusters Score -74834.74 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -74845.148438 Penalty: 708.007568
	Iteration 10Q: 3 clusters Score -74845.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -74859.031250 Penalty: 708.007568
	Iteration 11Q: 3 clusters Score -74859.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -74882.226562 Penalty: 708.007568
	Iteration 12Q: 3 clusters Score -74882.23 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -74903.460938 Penalty: 708.007568
	Iteration 13Q: 3 clusters Score -74903.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -74910.945312 Penalty: 708.007568
	Iteration 14Q: 3 clusters Score -74910.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -74914.609375 Penalty: 708.007568
	Iteration 15Q: 3 clusters Score -74914.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -74916.750000 Penalty: 708.007568
	Iteration 16Q: 3 clusters Score -74916.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -74917.945312 Penalty: 708.007568
	Iteration 17Q: 3 clusters Score -74917.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -74920.539062 Penalty: 708.007568
	Iteration 18Q: 3 clusters Score -74920.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -74923.515625 Penalty: 708.007568
	Iteration 19Q: 3 clusters Score -74923.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74924.656250 Penalty: 708.007568
	Iteration 20F: 3 clusters Score -74924.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -74925.734375 Penalty: 708.007568
	Iteration 21Q: 3 clusters Score -74925.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -74925.953125 Penalty: 708.007568
	Iteration 22Q: 3 clusters Score -74925.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -74925.953125 Penalty: 708.007568
	Iteration 23F: 3 clusters Score -74925.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -64218.000000 Penalty: 344.455170
	Iteration 0F: 2 clusters Score -64218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -62789.660156 Penalty: 688.910339
	Iteration 0F: 3 clusters Score -62789.66 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -63274.375000 Penalty: 688.910339
	Iteration 1F: 3 clusters Score -63274.38 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -63346.375000 Penalty: 688.910339
	Iteration 2F: 3 clusters Score -63346.38 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -63393.820312 Penalty: 688.910339
	Iteration 3Q: 3 clusters Score -63393.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -63440.558594 Penalty: 688.910339
	Iteration 4Q: 3 clusters Score -63440.56 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -63497.707031 Penalty: 688.910339
	Iteration 5Q: 3 clusters Score -63497.71 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -63567.175781 Penalty: 688.910339
	Iteration 6Q: 3 clusters Score -63567.18 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -63658.585938 Penalty: 688.910339
	Iteration 7Q: 3 clusters Score -63658.59 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -63740.941406 Penalty: 688.910339
	Iteration 8Q: 3 clusters Score -63740.94 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -63799.652344 Penalty: 688.910339
	Iteration 9Q: 3 clusters Score -63799.65 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -63827.296875 Penalty: 688.910339
	Iteration 10Q: 3 clusters Score -63827.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -63836.609375 Penalty: 688.910339
	Iteration 11Q: 3 clusters Score -63836.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -63838.152344 Penalty: 688.910339
	Iteration 12Q: 3 clusters Score -63838.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -63839.015625 Penalty: 688.910339
	Iteration 13Q: 3 clusters Score -63839.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -63839.917969 Penalty: 688.910339
	Iteration 14Q: 3 clusters Score -63839.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -63840.250000 Penalty: 688.910339
	Iteration 15Q: 3 clusters Score -63840.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -63840.410156 Penalty: 688.910339
	Iteration 16Q: 3 clusters Score -63840.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -63840.640625 Penalty: 688.910339
	Iteration 17Q: 3 clusters Score -63840.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -63840.710938 Penalty: 688.910339
	Iteration 18Q: 3 clusters Score -63840.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -63840.824219 Penalty: 688.910339
	Iteration 19Q: 3 clusters Score -63840.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -63840.824219 Penalty: 688.910339
	Iteration 20F: 3 clusters Score -63840.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Entering Unmasked Estep 
Score: -92623.109375 Penalty: 359.731140
	Iteration 0F: 2 clusters Score -92623.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -90722.773438 Penalty: 719.462280
	Iteration 0F: 3 clusters Score -90722.77 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -91459.335938 Penalty: 719.462280
	Iteration 1F: 3 clusters Score -91459.34 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -91568.492188 Penalty: 719.462280
	Iteration 2F: 3 clusters Score -91568.49 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -91657.468750 Penalty: 719.462280
	Iteration 3F: 3 clusters Score -91657.47 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -91751.242188 Penalty: 719.462280
	Iteration 4F: 3 clusters Score -91751.24 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -91841.703125 Penalty: 719.462280
	Iteration 5F: 3 clusters Score -91841.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -91922.937500 Penalty: 719.462280
	Iteration 6Q: 3 clusters Score -91922.94 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -91976.835938 Penalty: 719.462280
	Iteration 7Q: 3 clusters Score -91976.84 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -92001.179688 Penalty: 719.462280
	Iteration 8Q: 3 clusters Score -92001.18 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -92022.742188 Penalty: 719.462280
	Iteration 9Q: 3 clusters Score -92022.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -92040.664062 Penalty: 719.462280
	Iteration 10Q: 3 clusters Score -92040.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -92056.234375 Penalty: 719.462280
	Iteration 11Q: 3 clusters Score -92056.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -92070.078125 Penalty: 719.462280
	Iteration 12Q: 3 clusters Score -92070.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -92084.984375 Penalty: 719.462280
	Iteration 13Q: 3 clusters Score -92084.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -92102.437500 Penalty: 719.462280
	Iteration 14Q: 3 clusters Score -92102.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -92116.640625 Penalty: 719.462280
	Iteration 15Q: 3 clusters Score -92116.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -92127.937500 Penalty: 719.462280
	Iteration 16Q: 3 clusters Score -92127.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -92135.750000 Penalty: 719.462280
	Iteration 17Q: 3 clusters Score -92135.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -92142.890625 Penalty: 719.462280
	Iteration 18Q: 3 clusters Score -92142.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -92150.539062 Penalty: 719.462280
	Iteration 19Q: 3 clusters Score -92150.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -92155.703125 Penalty: 719.462280
	Iteration 20F: 3 clusters Score -92155.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -92159.070312 Penalty: 719.462280
	Iteration 21Q: 3 clusters Score -92159.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -92160.992188 Penalty: 719.462280
	Iteration 22Q: 3 clusters Score -92160.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -92163.398438 Penalty: 719.462280
	Iteration 23Q: 3 clusters Score -92163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -92164.046875 Penalty: 719.462280
	Iteration 24Q: 3 clusters Score -92164.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -92164.585938 Penalty: 719.462280
	Iteration 25Q: 3 clusters Score -92164.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -92165.492188 Penalty: 719.462280
	Iteration 26Q: 3 clusters Score -92165.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -92167.234375 Penalty: 719.462280
	Iteration 27Q: 3 clusters Score -92167.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -92170.335938 Penalty: 719.462280
	Iteration 28Q: 3 clusters Score -92170.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -92171.992188 Penalty: 719.462280
	Iteration 29Q: 3 clusters Score -92171.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -92173.109375 Penalty: 719.462280
	Iteration 30Q: 3 clusters Score -92173.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -92174.164062 Penalty: 719.462280
	Iteration 31Q: 3 clusters Score -92174.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -92174.664062 Penalty: 719.462280
	Iteration 32Q: 3 clusters Score -92174.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -92175.609375 Penalty: 719.462280
	Iteration 33Q: 3 clusters Score -92175.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -92175.671875 Penalty: 719.462280
	Iteration 34Q: 3 clusters Score -92175.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -92175.671875 Penalty: 719.462280
	Iteration 35F: 3 clusters Score -92175.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -514702.687500 Penalty: 440.770233
	Iteration 0F: 2 clusters Score -514702.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -503828.437500 Penalty: 881.540466
	Iteration 0F: 3 clusters Score -503828.4 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -508676.843750 Penalty: 881.540466
	Iteration 1F: 3 clusters Score -508676.8 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -509310.531250 Penalty: 881.540466
	Iteration 2F: 3 clusters Score -509310.5 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -510120.406250 Penalty: 881.540466
	Iteration 3F: 3 clusters Score -510120.4 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -511063.125000 Penalty: 881.540466
	Iteration 4F: 3 clusters Score -511063.1 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -511909.000000 Penalty: 881.540466
	Iteration 5F: 3 clusters Score -511909 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -512425.218750 Penalty: 881.540466
	Iteration 6F: 3 clusters Score -512425.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -512716.312500 Penalty: 881.540466
	Iteration 7Q: 3 clusters Score -512716.3 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -512872.593750 Penalty: 881.540466
	Iteration 8Q: 3 clusters Score -512872.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -513000.500000 Penalty: 881.540466
	Iteration 9Q: 3 clusters Score -513000.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -513147.937500 Penalty: 881.540466
	Iteration 10Q: 3 clusters Score -513147.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -513280.156250 Penalty: 881.540466
	Iteration 11Q: 3 clusters Score -513280.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -513371.375000 Penalty: 881.540466
	Iteration 12Q: 3 clusters Score -513371.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -513438.812500 Penalty: 881.540466
	Iteration 13Q: 3 clusters Score -513438.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -513483.937500 Penalty: 881.540466
	Iteration 14Q: 3 clusters Score -513483.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -513523.781250 Penalty: 881.540466
	Iteration 15Q: 3 clusters Score -513523.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -513568.875000 Penalty: 881.540466
	Iteration 16Q: 3 clusters Score -513568.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -513610.656250 Penalty: 881.540466
	Iteration 17Q: 3 clusters Score -513610.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -513651.187500 Penalty: 881.540466
	Iteration 18Q: 3 clusters Score -513651.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -513684.625000 Penalty: 881.540466
	Iteration 19Q: 3 clusters Score -513684.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -513713.125000 Penalty: 881.540466
	Iteration 20F: 3 clusters Score -513713.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -513744.406250 Penalty: 881.540466
	Iteration 21Q: 3 clusters Score -513744.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -513776.968750 Penalty: 881.540466
	Iteration 22Q: 3 clusters Score -513777 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -513806.468750 Penalty: 881.540466
	Iteration 23Q: 3 clusters Score -513806.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -513836.406250 Penalty: 881.540466
	Iteration 24Q: 3 clusters Score -513836.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -513863.218750 Penalty: 881.540466
	Iteration 25Q: 3 clusters Score -513863.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -513880.500000 Penalty: 881.540466
	Iteration 26Q: 3 clusters Score -513880.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -513898.406250 Penalty: 881.540466
	Iteration 27Q: 3 clusters Score -513898.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -513919.156250 Penalty: 881.540466
	Iteration 28Q: 3 clusters Score -513919.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -513944.531250 Penalty: 881.540466
	Iteration 29Q: 3 clusters Score -513944.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -513974.062500 Penalty: 881.540466
	Iteration 30Q: 3 clusters Score -513974.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -513997.937500 Penalty: 881.540466
	Iteration 31Q: 3 clusters Score -513997.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -514023.781250 Penalty: 881.540466
	Iteration 32Q: 3 clusters Score -514023.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -514049.562500 Penalty: 881.540466
	Iteration 33Q: 3 clusters Score -514049.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -514070.718750 Penalty: 881.540466
	Iteration 34Q: 3 clusters Score -514070.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -514095.500000 Penalty: 881.540466
	Iteration 35Q: 3 clusters Score -514095.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -514120.968750 Penalty: 881.540466
	Iteration 36Q: 3 clusters Score -514121 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -514146.562500 Penalty: 881.540466
	Iteration 37Q: 3 clusters Score -514146.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -514174.031250 Penalty: 881.540466
	Iteration 38Q: 3 clusters Score -514174 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -514192.781250 Penalty: 881.540466
	Iteration 39Q: 3 clusters Score -514192.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -514207.000000 Penalty: 881.540466
	Iteration 40F: 3 clusters Score -514207 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -514216.281250 Penalty: 881.540466
	Iteration 41Q: 3 clusters Score -514216.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -514227.531250 Penalty: 881.540466
	Iteration 42Q: 3 clusters Score -514227.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -514241.406250 Penalty: 881.540466
	Iteration 43Q: 3 clusters Score -514241.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -514252.593750 Penalty: 881.540466
	Iteration 44Q: 3 clusters Score -514252.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -514263.156250 Penalty: 881.540466
	Iteration 45Q: 3 clusters Score -514263.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -514273.968750 Penalty: 881.540466
	Iteration 46Q: 3 clusters Score -514274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -514280.406250 Penalty: 881.540466
	Iteration 47Q: 3 clusters Score -514280.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -514286.937500 Penalty: 881.540466
	Iteration 48Q: 3 clusters Score -514286.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -514294.062500 Penalty: 881.540466
	Iteration 49Q: 3 clusters Score -514294.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -514307.687500 Penalty: 881.540466
	Iteration 50Q: 3 clusters Score -514307.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -514314.218750 Penalty: 881.540466
	Iteration 51Q: 3 clusters Score -514314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -514321.343750 Penalty: 881.540466
	Iteration 52Q: 3 clusters Score -514321.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -514328.500000 Penalty: 881.540466
	Iteration 53Q: 3 clusters Score -514328.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -514336.312500 Penalty: 881.540466
	Iteration 54Q: 3 clusters Score -514336.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -514341.406250 Penalty: 881.540466
	Iteration 55Q: 3 clusters Score -514341.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -514352.093750 Penalty: 881.540466
	Iteration 56Q: 3 clusters Score -514352.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -514356.687500 Penalty: 881.540466
	Iteration 57Q: 3 clusters Score -514356.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -514360.906250 Penalty: 881.540466
	Iteration 58Q: 3 clusters Score -514360.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -514364.562500 Penalty: 881.540466
	Iteration 59Q: 3 clusters Score -514364.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -514372.531250 Penalty: 881.540466
	Iteration 60F: 3 clusters Score -514372.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -514375.250000 Penalty: 881.540466
	Iteration 61Q: 3 clusters Score -514375.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -514378.593750 Penalty: 881.540466
	Iteration 62Q: 3 clusters Score -514378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -514380.437500 Penalty: 881.540466
	Iteration 63Q: 3 clusters Score -514380.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -514381.156250 Penalty: 881.540466
	Iteration 64Q: 3 clusters Score -514381.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -514381.656250 Penalty: 881.540466
	Iteration 65Q: 3 clusters Score -514381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -514381.406250 Penalty: 881.540466
	Iteration 66Q: 3 clusters Score -514381.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -514382.437500 Penalty: 881.540466
	Iteration 67Q: 3 clusters Score -514382.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15479 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -514383.687500 Penalty: 881.540466
	Iteration 68Q: 3 clusters Score -514383.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -514383.062500 Penalty: 881.540466
	Iteration 69Q: 3 clusters Score -514383.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -514385.875000 Penalty: 881.540466
	Iteration 70Q: 3 clusters Score -514385.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -514388.156250 Penalty: 881.540466
	Iteration 71Q: 3 clusters Score -514388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -514392.031250 Penalty: 881.540466
	Iteration 72Q: 3 clusters Score -514392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -514393.437500 Penalty: 881.540466
	Iteration 73Q: 3 clusters Score -514393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -514394.406250 Penalty: 881.540466
	Iteration 74Q: 3 clusters Score -514394.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -514394.593750 Penalty: 881.540466
	Iteration 75Q: 3 clusters Score -514394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15524 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -514394.468750 Penalty: 881.540466
	Iteration 76Q: 3 clusters Score -514394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -514394.312500 Penalty: 881.540466
	Iteration 77Q: 3 clusters Score -514394.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -514394.125000 Penalty: 881.540466
	Iteration 78Q: 3 clusters Score -514394.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -514396.437500 Penalty: 881.540466
	Iteration 79Q: 3 clusters Score -514396.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -514397.375000 Penalty: 881.540466
	Iteration 80F: 3 clusters Score -514397.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -514400.531250 Penalty: 881.540466
	Iteration 81Q: 3 clusters Score -514400.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -514400.718750 Penalty: 881.540466
	Iteration 82Q: 3 clusters Score -514400.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -514404.000000 Penalty: 881.540466
	Iteration 83Q: 3 clusters Score -514404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -514404.187500 Penalty: 881.540466
	Iteration 84Q: 3 clusters Score -514404.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -514406.375000 Penalty: 881.540466
	Iteration 85Q: 3 clusters Score -514406.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -514407.031250 Penalty: 881.540466
	Iteration 86Q: 3 clusters Score -514407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -514407.718750 Penalty: 881.540466
	Iteration 87Q: 3 clusters Score -514407.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -514408.906250 Penalty: 881.540466
	Iteration 88Q: 3 clusters Score -514408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -514408.968750 Penalty: 881.540466
	Iteration 89Q: 3 clusters Score -514409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -514410.062500 Penalty: 881.540466
	Iteration 90Q: 3 clusters Score -514410.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -514409.500000 Penalty: 881.540466
	Iteration 91Q: 3 clusters Score -514409.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -514409.593750 Penalty: 881.540466
	Iteration 92Q: 3 clusters Score -514409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -514410.093750 Penalty: 881.540466
	Iteration 93Q: 3 clusters Score -514410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -514412.531250 Penalty: 881.540466
	Iteration 94Q: 3 clusters Score -514412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -514412.093750 Penalty: 881.540466
	Iteration 95Q: 3 clusters Score -514412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -514412.375000 Penalty: 881.540466
	Iteration 96Q: 3 clusters Score -514412.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -514412.531250 Penalty: 881.540466
	Iteration 97Q: 3 clusters Score -514412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -514412.468750 Penalty: 881.540466
	Iteration 98Q: 3 clusters Score -514412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -514411.812500 Penalty: 881.540466
	Iteration 99Q: 3 clusters Score -514411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -514411.812500 Penalty: 881.540466
	Iteration 100F: 3 clusters Score -514411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Entering Unmasked Estep 
Score: -750348.562500 Penalty: 457.800934
	Iteration 0F: 2 clusters Score -750348.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -734696.250000 Penalty: 915.601868
	Iteration 0F: 3 clusters Score -734696.2 nChanged 11162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -741748.875000 Penalty: 915.601868
	Iteration 1F: 3 clusters Score -741748.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -742720.062500 Penalty: 915.601868
	Iteration 2F: 3 clusters Score -742720.1 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -744351.125000 Penalty: 915.601868
	Iteration 3F: 3 clusters Score -744351.1 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -746313.562500 Penalty: 915.601868
	Iteration 4F: 3 clusters Score -746313.6 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -748096.125000 Penalty: 915.601868
	Iteration 5F: 3 clusters Score -748096.1 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -748937.312500 Penalty: 915.601868
	Iteration 6F: 3 clusters Score -748937.3 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -749209.125000 Penalty: 915.601868
	Iteration 7Q: 3 clusters Score -749209.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -749344.812500 Penalty: 915.601868
	Iteration 8Q: 3 clusters Score -749344.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -749452.062500 Penalty: 915.601868
	Iteration 9Q: 3 clusters Score -749452.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -749522.625000 Penalty: 915.601868
	Iteration 10Q: 3 clusters Score -749522.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -749586.437500 Penalty: 915.601868
	Iteration 11Q: 3 clusters Score -749586.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -749636.062500 Penalty: 915.601868
	Iteration 12Q: 3 clusters Score -749636.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -749685.312500 Penalty: 915.601868
	Iteration 13Q: 3 clusters Score -749685.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -749723.312500 Penalty: 915.601868
	Iteration 14Q: 3 clusters Score -749723.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -749761.125000 Penalty: 915.601868
	Iteration 15Q: 3 clusters Score -749761.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -749799.937500 Penalty: 915.601868
	Iteration 16Q: 3 clusters Score -749799.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -749837.687500 Penalty: 915.601868
	Iteration 17Q: 3 clusters Score -749837.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -749871.375000 Penalty: 915.601868
	Iteration 18Q: 3 clusters Score -749871.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -749907.937500 Penalty: 915.601868
	Iteration 19Q: 3 clusters Score -749907.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -749935.750000 Penalty: 915.601868
	Iteration 20F: 3 clusters Score -749935.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -749969.187500 Penalty: 915.601868
	Iteration 21Q: 3 clusters Score -749969.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -749995.875000 Penalty: 915.601868
	Iteration 22Q: 3 clusters Score -749995.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -750020.625000 Penalty: 915.601868
	Iteration 23Q: 3 clusters Score -750020.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -750037.062500 Penalty: 915.601868
	Iteration 24Q: 3 clusters Score -750037.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -750050.750000 Penalty: 915.601868
	Iteration 25Q: 3 clusters Score -750050.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -750067.000000 Penalty: 915.601868
	Iteration 26Q: 3 clusters Score -750067 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -750089.625000 Penalty: 915.601868
	Iteration 27Q: 3 clusters Score -750089.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -750107.125000 Penalty: 915.601868
	Iteration 28Q: 3 clusters Score -750107.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -750118.875000 Penalty: 915.601868
	Iteration 29Q: 3 clusters Score -750118.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -750128.250000 Penalty: 915.601868
	Iteration 30Q: 3 clusters Score -750128.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -750141.000000 Penalty: 915.601868
	Iteration 31Q: 3 clusters Score -750141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -750157.062500 Penalty: 915.601868
	Iteration 32Q: 3 clusters Score -750157.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -750163.500000 Penalty: 915.601868
	Iteration 33Q: 3 clusters Score -750163.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -750170.187500 Penalty: 915.601868
	Iteration 34Q: 3 clusters Score -750170.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -750176.812500 Penalty: 915.601868
	Iteration 35Q: 3 clusters Score -750176.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -750180.687500 Penalty: 915.601868
	Iteration 36Q: 3 clusters Score -750180.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -750185.875000 Penalty: 915.601868
	Iteration 37Q: 3 clusters Score -750185.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -750188.812500 Penalty: 915.601868
	Iteration 38Q: 3 clusters Score -750188.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -750194.187500 Penalty: 915.601868
	Iteration 39Q: 3 clusters Score -750194.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -750194.562500 Penalty: 915.601868
	Iteration 40F: 3 clusters Score -750194.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -750198.500000 Penalty: 915.601868
	Iteration 41Q: 3 clusters Score -750198.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -750202.250000 Penalty: 915.601868
	Iteration 42Q: 3 clusters Score -750202.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -750204.437500 Penalty: 915.601868
	Iteration 43Q: 3 clusters Score -750204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -750205.375000 Penalty: 915.601868
	Iteration 44Q: 3 clusters Score -750205.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -750209.625000 Penalty: 915.601868
	Iteration 45Q: 3 clusters Score -750209.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -750208.687500 Penalty: 915.601868
	Iteration 46Q: 3 clusters Score -750208.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -750207.875000 Penalty: 915.601868
	Iteration 47Q: 3 clusters Score -750207.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -750208.187500 Penalty: 915.601868
	Iteration 48Q: 3 clusters Score -750208.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -750207.312500 Penalty: 915.601868
	Iteration 49Q: 3 clusters Score -750207.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -750207.687500 Penalty: 915.601868
	Iteration 50Q: 3 clusters Score -750207.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -750209.125000 Penalty: 915.601868
	Iteration 51Q: 3 clusters Score -750209.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -750210.500000 Penalty: 915.601868
	Iteration 52Q: 3 clusters Score -750210.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -750211.625000 Penalty: 915.601868
	Iteration 53Q: 3 clusters Score -750211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -750212.750000 Penalty: 915.601868
	Iteration 54Q: 3 clusters Score -750212.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -750211.062500 Penalty: 915.601868
	Iteration 55Q: 3 clusters Score -750211.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -750211.312500 Penalty: 915.601868
	Iteration 56Q: 3 clusters Score -750211.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -750212.250000 Penalty: 915.601868
	Iteration 57Q: 3 clusters Score -750212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -750211.500000 Penalty: 915.601868
	Iteration 58Q: 3 clusters Score -750211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -750211.125000 Penalty: 915.601868
	Iteration 59Q: 3 clusters Score -750211.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -750211.375000 Penalty: 915.601868
	Iteration 60F: 3 clusters Score -750211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4183 members 
Mstep: Class 4 contains 1939 members 
Mstep: Class 5 contains 19043 members 
Mstep: Class 6 contains 2123 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 2084 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47289 members 
Mstep: Class 12 contains 2375 members 
Mstep: Class 13 contains 226173 members 
Mstep: Class 14 contains 2393 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 19 contains 2714 members 
Mstep: Class 22 contains 16111 members 
Mstep: Class 23 contains 23425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495516.000000 Penalty: 11667.719727
Iteration 119Q: 20 clusters Score -2.149552e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4198 members 
Mstep: Class 4 contains 2130 members 
Mstep: Class 5 contains 19058 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 2081 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47275 members 
Mstep: Class 12 contains 2401 members 
Mstep: Class 13 contains 226487 members 
Mstep: Class 14 contains 2394 members 
Mstep: Class 15 contains 363635 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 19 contains 2724 members 
Mstep: Class 22 contains 16105 members 
Mstep: Class 23 contains 23614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495690.000000 Penalty: 11667.719727
Iteration 120F: 20 clusters Score -2.149569e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4209 members 
Mstep: Class 4 contains 2251 members 
Mstep: Class 5 contains 19074 members 
Mstep: Class 6 contains 2154 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 834 members 
Mstep: Class 9 contains 2080 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47250 members 
Mstep: Class 12 contains 2412 members 
Mstep: Class 13 contains 226522 members 
Mstep: Class 14 contains 2392 members 
Mstep: Class 15 contains 363335 members 
Mstep: Class 16 contains 1921 members 
Mstep: Class 19 contains 2738 members 
Mstep: Class 22 contains 16104 members 
Mstep: Class 23 contains 23750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495768.000000 Penalty: 11667.719727
Iteration 121Q: 20 clusters Score -2.149577e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 4228 members 
Mstep: Class 4 contains 2346 members 
Mstep: Class 5 contains 19086 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 47227 members 
Mstep: Class 12 contains 2432 members 
Mstep: Class 13 contains 226547 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 15 contains 363121 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 19 contains 2740 members 
Mstep: Class 22 contains 16097 members 
Mstep: Class 23 contains 23840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495816.000000 Penalty: 11667.719727
Iteration 122Q: 20 clusters Score -2.149582e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 4240 members 
Mstep: Class 4 contains 2432 members 
Mstep: Class 5 contains 19101 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 2069 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 47209 members 
Mstep: Class 12 contains 2446 members 
Mstep: Class 13 contains 226555 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 362951 members 
Mstep: Class 16 contains 1898 members 
Mstep: Class 19 contains 2747 members 
Mstep: Class 22 contains 16091 members 
Mstep: Class 23 contains 23914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495816.000000 Penalty: 11667.719727
Iteration 123Q: 20 clusters Score -2.149582e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 2495 members 
Mstep: Class 5 contains 19113 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 47198 members 
Mstep: Class 12 contains 2456 members 
Mstep: Class 13 contains 226551 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 362828 members 
Mstep: Class 16 contains 1897 members 
Mstep: Class 19 contains 2755 members 
Mstep: Class 22 contains 16087 members 
Mstep: Class 23 contains 23965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 20 clusters Score -2.149583e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 4251 members 
Mstep: Class 4 contains 2547 members 
Mstep: Class 5 contains 19127 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 836 members 
Mstep: Class 9 contains 2064 members 
Mstep: Class 10 contains 1767 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 2458 members 
Mstep: Class 13 contains 226540 members 
Mstep: Class 14 contains 2390 members 
Mstep: Class 15 contains 362736 members 
Mstep: Class 16 contains 1895 members 
Mstep: Class 19 contains 2758 members 
Mstep: Class 22 contains 16079 members 
Mstep: Class 23 contains 24010 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 20 clusters Score -2.149586e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 1617 members 
Mstep: Class 3 contains 4261 members 
Mstep: Class 4 contains 2585 members 
Mstep: Class 5 contains 19141 members 
Mstep: Class 6 contains 2213 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 840 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 226536 members 
Mstep: Class 14 contains 2389 members 
Mstep: Class 15 contains 362648 members 
Mstep: Class 16 contains 1893 members 
Mstep: Class 19 contains 2760 members 
Mstep: Class 22 contains 16074 members 
Mstep: Class 23 contains 24045 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 20 clusters Score -2.149591e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 4279 members 
Mstep: Class 4 contains 2614 members 
Mstep: Class 5 contains 19142 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 843 members 
Mstep: Class 9 contains 2063 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 2471 members 
Mstep: Class 13 contains 226555 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 362557 members 
Mstep: Class 16 contains 1890 members 
Mstep: Class 19 contains 2762 members 
Mstep: Class 22 contains 16073 members 
Mstep: Class 23 contains 24070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495922.000000 Penalty: 11667.719727
Iteration 127Q: 20 clusters Score -2.149592e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 4298 members 
Mstep: Class 4 contains 2649 members 
Mstep: Class 5 contains 19143 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 359 members 
Mstep: Class 8 contains 844 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 1766 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 2475 members 
Mstep: Class 13 contains 226572 members 
Mstep: Class 14 contains 2386 members 
Mstep: Class 15 contains 362462 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 22 contains 16073 members 
Mstep: Class 23 contains 24092 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 20 clusters Score -2.149597e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 4315 members 
Mstep: Class 4 contains 2679 members 
Mstep: Class 5 contains 19151 members 
Mstep: Class 6 contains 2242 members 
Mstep: Class 7 contains 358 members 
Mstep: Class 8 contains 845 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 1765 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 2479 members 
Mstep: Class 13 contains 226591 members 
Mstep: Class 14 contains 2382 members 
Mstep: Class 15 contains 362380 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 22 contains 16073 members 
Mstep: Class 23 contains 24108 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 20 clusters Score -2.149595e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 4336 members 
Mstep: Class 4 contains 2695 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 2251 members 
Mstep: Class 7 contains 357 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2058 members 
Mstep: Class 10 contains 1761 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 226603 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 362324 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 19 contains 2766 members 
Mstep: Class 22 contains 16072 members 
Mstep: Class 23 contains 24120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495922.000000 Penalty: 11667.719727
Iteration 130Q: 20 clusters Score -2.149592e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 1619 members 
Mstep: Class 3 contains 4352 members 
Mstep: Class 4 contains 2706 members 
Mstep: Class 5 contains 19169 members 
Mstep: Class 6 contains 2257 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 1759 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 226620 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 362276 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 22 contains 16071 members 
Mstep: Class 23 contains 24132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 20 clusters Score -2.149596e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 4362 members 
Mstep: Class 4 contains 2712 members 
Mstep: Class 5 contains 19173 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2062 members 
Mstep: Class 10 contains 1758 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 2480 members 
Mstep: Class 13 contains 226632 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 362235 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 22 contains 16072 members 
Mstep: Class 23 contains 24145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496000.000000 Penalty: 11667.719727
Iteration 132Q: 20 clusters Score -2.1496e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 4372 members 
Mstep: Class 4 contains 2722 members 
Mstep: Class 5 contains 19185 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 356 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2061 members 
Mstep: Class 10 contains 1755 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 2482 members 
Mstep: Class 13 contains 226638 members 
Mstep: Class 14 contains 2367 members 
Mstep: Class 15 contains 362195 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2768 members 
Mstep: Class 22 contains 16070 members 
Mstep: Class 23 contains 24160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496028.000000 Penalty: 11667.719727
Iteration 133Q: 20 clusters Score -2.149603e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 4378 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 19194 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2060 members 
Mstep: Class 10 contains 1754 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 2483 members 
Mstep: Class 13 contains 226652 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 362170 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 19 contains 2769 members 
Mstep: Class 22 contains 16068 members 
Mstep: Class 23 contains 24175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496028.000000 Penalty: 11667.719727
Iteration 134Q: 20 clusters Score -2.149603e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 4380 members 
Mstep: Class 4 contains 2729 members 
Mstep: Class 5 contains 19206 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 1751 members 
Mstep: Class 11 contains 47187 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226653 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 362153 members 
Mstep: Class 16 contains 1881 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16065 members 
Mstep: Class 23 contains 24185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496036.000000 Penalty: 11667.719727
Iteration 135Q: 20 clusters Score -2.149604e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 19220 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 1745 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226673 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 362131 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16063 members 
Mstep: Class 23 contains 24196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496008.000000 Penalty: 11667.719727
Iteration 136Q: 20 clusters Score -2.149601e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 19230 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 1739 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2486 members 
Mstep: Class 13 contains 226687 members 
Mstep: Class 14 contains 2334 members 
Mstep: Class 15 contains 362118 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16063 members 
Mstep: Class 23 contains 24199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 20 clusters Score -2.149603e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 19236 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 355 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 1736 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226696 members 
Mstep: Class 14 contains 2325 members 
Mstep: Class 15 contains 362110 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16063 members 
Mstep: Class 23 contains 24201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496016.000000 Penalty: 11667.719727
Iteration 138Q: 20 clusters Score -2.149602e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4383 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 19246 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2059 members 
Mstep: Class 10 contains 1732 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226708 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 362101 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16065 members 
Mstep: Class 23 contains 24202 members 
Entering Unmasked Estep 
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Iteration 139Q: 20 clusters Score -2.149601e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4384 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 19256 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2058 members 
Mstep: Class 10 contains 1732 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226715 members 
Mstep: Class 14 contains 2312 members 
Mstep: Class 15 contains 362084 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16067 members 
Mstep: Class 23 contains 24206 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 20 clusters Score -2.149599e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4386 members 
Mstep: Class 4 contains 2762 members 
Mstep: Class 5 contains 19264 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1730 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226717 members 
Mstep: Class 14 contains 2314 members 
Mstep: Class 15 contains 362074 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16066 members 
Mstep: Class 23 contains 24208 members 
Entering Unmasked Estep 
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Iteration 141Q: 20 clusters Score -2.149599e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19269 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 846 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1728 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226730 members 
Mstep: Class 14 contains 2308 members 
Mstep: Class 15 contains 362066 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16065 members 
Mstep: Class 23 contains 24209 members 
Entering Unmasked Estep 
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Iteration 142Q: 20 clusters Score -2.149598e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4392 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19279 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 846 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1727 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226728 members 
Mstep: Class 14 contains 2309 members 
Mstep: Class 15 contains 362064 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16064 members 
Mstep: Class 23 contains 24210 members 
Entering Unmasked Estep 
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Iteration 143Q: 20 clusters Score -2.149599e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4396 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19285 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1726 members 
Mstep: Class 11 contains 47181 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226734 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 362059 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16063 members 
Mstep: Class 23 contains 24210 members 
Entering Unmasked Estep 
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Iteration 144Q: 20 clusters Score -2.149598e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19288 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1726 members 
Mstep: Class 11 contains 47182 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226736 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 362052 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16060 members 
Mstep: Class 23 contains 24210 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 20 clusters Score -2.1496e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19294 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1726 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226740 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362045 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16058 members 
Mstep: Class 23 contains 24210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495998.000000 Penalty: 11667.719727
Iteration 146Q: 20 clusters Score -2.1496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4409 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19300 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226743 members 
Mstep: Class 14 contains 2306 members 
Mstep: Class 15 contains 362037 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 24211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496010.000000 Penalty: 11667.719727
Iteration 147Q: 20 clusters Score -2.149601e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19302 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1724 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226749 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362030 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496028.000000 Penalty: 11667.719727
Iteration 148Q: 20 clusters Score -2.149603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4417 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19301 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226754 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362024 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16057 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496028.000000 Penalty: 11667.719727
Iteration 149Q: 20 clusters Score -2.149603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19305 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1723 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226757 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362020 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16056 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496036.000000 Penalty: 11667.719727
Iteration 150Q: 20 clusters Score -2.149604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4421 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19306 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226761 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362018 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16054 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496032.000000 Penalty: 11667.719727
Iteration 151Q: 20 clusters Score -2.149603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4424 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19307 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226760 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362017 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16053 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496028.000000 Penalty: 11667.719727
Iteration 152Q: 20 clusters Score -2.149603e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19308 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1720 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226758 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362016 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16053 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496030.000000 Penalty: 11667.719727
Iteration 153Q: 20 clusters Score -2.149603e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19305 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226762 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362017 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16053 members 
Mstep: Class 23 contains 24211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496020.000000 Penalty: 11667.719727
Iteration 154Q: 20 clusters Score -2.149602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19300 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1722 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226768 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362017 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16052 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496018.000000 Penalty: 11667.719727
Iteration 155Q: 20 clusters Score -2.149602e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19300 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226772 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362016 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16050 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496048.000000 Penalty: 11667.719727
Iteration 156Q: 20 clusters Score -2.149605e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19295 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1721 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226785 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362013 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16047 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496044.000000 Penalty: 11667.719727
Iteration 157Q: 20 clusters Score -2.149604e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1714 members 
Mstep: Class 11 contains 47184 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226796 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362011 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16044 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496058.000000 Penalty: 11667.719727
Iteration 158Q: 20 clusters Score -2.149606e+07 nChanged 27
Entering ConstructFrom: 
Score: -21496058.000000 Penalty: 11667.719727
Entering ConstructFrom: 
Trying to split cluster 1 (5790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Entering Unmasked Estep 
Score: -168446.609375 Penalty: 394.206909
	Iteration 0F: 2 clusters Score -168446.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -164527.359375 Penalty: 788.413818
	Iteration 0F: 3 clusters Score -164527.4 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -166048.015625 Penalty: 788.413818
	Iteration 1F: 3 clusters Score -166048 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -166227.671875 Penalty: 788.413818
	Iteration 2F: 3 clusters Score -166227.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -166455.265625 Penalty: 788.413818
	Iteration 3F: 3 clusters Score -166455.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -166698.562500 Penalty: 788.413818
	Iteration 4F: 3 clusters Score -166698.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -166930.062500 Penalty: 788.413818
	Iteration 5F: 3 clusters Score -166930.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -167097.625000 Penalty: 788.413818
	Iteration 6Q: 3 clusters Score -167097.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -167190.000000 Penalty: 788.413818
	Iteration 7Q: 3 clusters Score -167190 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -167232.968750 Penalty: 788.413818
	Iteration 8Q: 3 clusters Score -167233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -167260.531250 Penalty: 788.413818
	Iteration 9Q: 3 clusters Score -167260.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -167291.406250 Penalty: 788.413818
	Iteration 10Q: 3 clusters Score -167291.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -167327.734375 Penalty: 788.413818
	Iteration 11Q: 3 clusters Score -167327.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -167356.078125 Penalty: 788.413818
	Iteration 12Q: 3 clusters Score -167356.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -167381.609375 Penalty: 788.413818
	Iteration 13Q: 3 clusters Score -167381.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -167409.562500 Penalty: 788.413818
	Iteration 14Q: 3 clusters Score -167409.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -167441.390625 Penalty: 788.413818
	Iteration 15Q: 3 clusters Score -167441.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -167482.312500 Penalty: 788.413818
	Iteration 16Q: 3 clusters Score -167482.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -167527.937500 Penalty: 788.413818
	Iteration 17Q: 3 clusters Score -167527.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -167575.578125 Penalty: 788.413818
	Iteration 18Q: 3 clusters Score -167575.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -167622.328125 Penalty: 788.413818
	Iteration 19Q: 3 clusters Score -167622.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -167671.406250 Penalty: 788.413818
	Iteration 20F: 3 clusters Score -167671.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -167702.312500 Penalty: 788.413818
	Iteration 21Q: 3 clusters Score -167702.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -167735.859375 Penalty: 788.413818
	Iteration 22Q: 3 clusters Score -167735.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -167773.562500 Penalty: 788.413818
	Iteration 23Q: 3 clusters Score -167773.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -167811.796875 Penalty: 788.413818
	Iteration 24Q: 3 clusters Score -167811.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -167844.921875 Penalty: 788.413818
	Iteration 25Q: 3 clusters Score -167844.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -167877.031250 Penalty: 788.413818
	Iteration 26Q: 3 clusters Score -167877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -167906.390625 Penalty: 788.413818
	Iteration 27Q: 3 clusters Score -167906.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -167934.468750 Penalty: 788.413818
	Iteration 28Q: 3 clusters Score -167934.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -167954.218750 Penalty: 788.413818
	Iteration 29Q: 3 clusters Score -167954.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -167978.171875 Penalty: 788.413818
	Iteration 30Q: 3 clusters Score -167978.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -168008.875000 Penalty: 788.413818
	Iteration 31Q: 3 clusters Score -168008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -168025.015625 Penalty: 788.413818
	Iteration 32Q: 3 clusters Score -168025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -168037.593750 Penalty: 788.413818
	Iteration 33Q: 3 clusters Score -168037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -168047.281250 Penalty: 788.413818
	Iteration 34Q: 3 clusters Score -168047.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -168051.156250 Penalty: 788.413818
	Iteration 35Q: 3 clusters Score -168051.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -168056.578125 Penalty: 788.413818
	Iteration 36Q: 3 clusters Score -168056.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -168061.828125 Penalty: 788.413818
	Iteration 37Q: 3 clusters Score -168061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -168065.390625 Penalty: 788.413818
	Iteration 38Q: 3 clusters Score -168065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -168067.781250 Penalty: 788.413818
	Iteration 39Q: 3 clusters Score -168067.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -168071.703125 Penalty: 788.413818
	Iteration 40F: 3 clusters Score -168071.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -168078.031250 Penalty: 788.413818
	Iteration 41Q: 3 clusters Score -168078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -168085.125000 Penalty: 788.413818
	Iteration 42Q: 3 clusters Score -168085.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -168094.187500 Penalty: 788.413818
	Iteration 43Q: 3 clusters Score -168094.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -168097.031250 Penalty: 788.413818
	Iteration 44Q: 3 clusters Score -168097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -168098.171875 Penalty: 788.413818
	Iteration 45Q: 3 clusters Score -168098.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -168098.171875 Penalty: 788.413818
	Iteration 46F: 3 clusters Score -168098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -43617.734375 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -43617.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -42428.710938 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -42428.71 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -42829.875000 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -42829.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -42905.355469 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -42905.36 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -42982.394531 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -42982.39 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -43054.199219 Penalty: 673.010620
	Iteration 4F: 3 clusters Score -43054.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -43121.312500 Penalty: 673.010620
	Iteration 5F: 3 clusters Score -43121.31 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -43205.781250 Penalty: 673.010620
	Iteration 6F: 3 clusters Score -43205.78 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -43269.597656 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -43269.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -43301.402344 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -43301.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -43327.496094 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -43327.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -43338.230469 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -43338.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -43342.175781 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -43342.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -43342.898438 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -43342.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -43343.808594 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -43343.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -43344.156250 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -43344.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -43344.148438 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -43344.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -43344.148438 Penalty: 673.010620
	Iteration 16F: 3 clusters Score -43344.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -152889.671875 Penalty: 381.983948
	Iteration 0F: 2 clusters Score -152889.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -149865.390625 Penalty: 763.967896
	Iteration 0F: 3 clusters Score -149865.4 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -151024.218750 Penalty: 763.967896
	Iteration 1F: 3 clusters Score -151024.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -151189.343750 Penalty: 763.967896
	Iteration 2F: 3 clusters Score -151189.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -151371.890625 Penalty: 763.967896
	Iteration 3F: 3 clusters Score -151371.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -151611.671875 Penalty: 763.967896
	Iteration 4F: 3 clusters Score -151611.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -151839.203125 Penalty: 763.967896
	Iteration 5F: 3 clusters Score -151839.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -151994.359375 Penalty: 763.967896
	Iteration 6F: 3 clusters Score -151994.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -152058.437500 Penalty: 763.967896
	Iteration 7Q: 3 clusters Score -152058.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -152098.359375 Penalty: 763.967896
	Iteration 8Q: 3 clusters Score -152098.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -152135.125000 Penalty: 763.967896
	Iteration 9Q: 3 clusters Score -152135.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -152158.515625 Penalty: 763.967896
	Iteration 10Q: 3 clusters Score -152158.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -152172.859375 Penalty: 763.967896
	Iteration 11Q: 3 clusters Score -152172.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -152184.562500 Penalty: 763.967896
	Iteration 12Q: 3 clusters Score -152184.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -152195.656250 Penalty: 763.967896
	Iteration 13Q: 3 clusters Score -152195.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -152205.421875 Penalty: 763.967896
	Iteration 14Q: 3 clusters Score -152205.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -152214.781250 Penalty: 763.967896
	Iteration 15Q: 3 clusters Score -152214.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -152222.234375 Penalty: 763.967896
	Iteration 16Q: 3 clusters Score -152222.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -152232.625000 Penalty: 763.967896
	Iteration 17Q: 3 clusters Score -152232.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -152241.078125 Penalty: 763.967896
	Iteration 18Q: 3 clusters Score -152241.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -152248.171875 Penalty: 763.967896
	Iteration 19Q: 3 clusters Score -152248.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -152253.859375 Penalty: 763.967896
	Iteration 20F: 3 clusters Score -152253.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -152260.062500 Penalty: 763.967896
	Iteration 21Q: 3 clusters Score -152260.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -152264.781250 Penalty: 763.967896
	Iteration 22Q: 3 clusters Score -152264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -152268.968750 Penalty: 763.967896
	Iteration 23Q: 3 clusters Score -152269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -152271.437500 Penalty: 763.967896
	Iteration 24Q: 3 clusters Score -152271.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -152273.515625 Penalty: 763.967896
	Iteration 25Q: 3 clusters Score -152273.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -152276.890625 Penalty: 763.967896
	Iteration 26Q: 3 clusters Score -152276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -152277.734375 Penalty: 763.967896
	Iteration 27Q: 3 clusters Score -152277.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -152278.937500 Penalty: 763.967896
	Iteration 28Q: 3 clusters Score -152278.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -152279.734375 Penalty: 763.967896
	Iteration 29Q: 3 clusters Score -152279.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -152280.343750 Penalty: 763.967896
	Iteration 30Q: 3 clusters Score -152280.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -152281.218750 Penalty: 763.967896
	Iteration 31Q: 3 clusters Score -152281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -152282.171875 Penalty: 763.967896
	Iteration 32Q: 3 clusters Score -152282.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -152282.156250 Penalty: 763.967896
	Iteration 33Q: 3 clusters Score -152282.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -152282.343750 Penalty: 763.967896
	Iteration 34Q: 3 clusters Score -152282.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -152282.984375 Penalty: 763.967896
	Iteration 35Q: 3 clusters Score -152283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -152283.343750 Penalty: 763.967896
	Iteration 36Q: 3 clusters Score -152283.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -152285.062500 Penalty: 763.967896
	Iteration 37Q: 3 clusters Score -152285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -152285.359375 Penalty: 763.967896
	Iteration 38Q: 3 clusters Score -152285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -152285.500000 Penalty: 763.967896
	Iteration 39Q: 3 clusters Score -152285.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -152285.468750 Penalty: 763.967896
	Iteration 40F: 3 clusters Score -152285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -152285.484375 Penalty: 763.967896
	Iteration 41Q: 3 clusters Score -152285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -152285.468750 Penalty: 763.967896
	Iteration 42Q: 3 clusters Score -152285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -152285.421875 Penalty: 763.967896
	Iteration 43Q: 3 clusters Score -152285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -152285.421875 Penalty: 763.967896
	Iteration 44F: 3 clusters Score -152285.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -93826.914062 Penalty: 360.545288
	Iteration 0F: 2 clusters Score -93826.91 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 1397 members 
Entering Unmasked Estep 
Score: -91857.132812 Penalty: 721.090576
	Iteration 0F: 3 clusters Score -91857.13 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -92490.570312 Penalty: 721.090576
	Iteration 1F: 3 clusters Score -92490.57 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -92589.000000 Penalty: 721.090576
	Iteration 2F: 3 clusters Score -92589 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -92712.554688 Penalty: 721.090576
	Iteration 3F: 3 clusters Score -92712.55 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -92848.859375 Penalty: 721.090576
	Iteration 4F: 3 clusters Score -92848.86 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -93022.953125 Penalty: 721.090576
	Iteration 5F: 3 clusters Score -93022.95 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -93187.515625 Penalty: 721.090576
	Iteration 6F: 3 clusters Score -93187.52 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -93290.164062 Penalty: 721.090576
	Iteration 7F: 3 clusters Score -93290.16 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -93353.757812 Penalty: 721.090576
	Iteration 8Q: 3 clusters Score -93353.76 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -93396.046875 Penalty: 721.090576
	Iteration 9Q: 3 clusters Score -93396.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -93426.304688 Penalty: 721.090576
	Iteration 10Q: 3 clusters Score -93426.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -93452.273438 Penalty: 721.090576
	Iteration 11Q: 3 clusters Score -93452.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -93472.578125 Penalty: 721.090576
	Iteration 12Q: 3 clusters Score -93472.58 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -93492.765625 Penalty: 721.090576
	Iteration 13Q: 3 clusters Score -93492.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -93510.171875 Penalty: 721.090576
	Iteration 14Q: 3 clusters Score -93510.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -93524.468750 Penalty: 721.090576
	Iteration 15Q: 3 clusters Score -93524.47 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -93539.781250 Penalty: 721.090576
	Iteration 16Q: 3 clusters Score -93539.78 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -93551.820312 Penalty: 721.090576
	Iteration 17Q: 3 clusters Score -93551.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -93564.187500 Penalty: 721.090576
	Iteration 18Q: 3 clusters Score -93564.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -93570.687500 Penalty: 721.090576
	Iteration 19Q: 3 clusters Score -93570.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -93574.664062 Penalty: 721.090576
	Iteration 20F: 3 clusters Score -93574.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -93577.507812 Penalty: 721.090576
	Iteration 21Q: 3 clusters Score -93577.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -93580.343750 Penalty: 721.090576
	Iteration 22Q: 3 clusters Score -93580.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -93582.304688 Penalty: 721.090576
	Iteration 23Q: 3 clusters Score -93582.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -93583.007812 Penalty: 721.090576
	Iteration 24Q: 3 clusters Score -93583.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -93583.625000 Penalty: 721.090576
	Iteration 25Q: 3 clusters Score -93583.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -93583.726562 Penalty: 721.090576
	Iteration 26Q: 3 clusters Score -93583.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -93583.726562 Penalty: 721.090576
	Iteration 27F: 3 clusters Score -93583.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Entering Unmasked Estep 
Score: -570116.437500 Penalty: 448.980591
	Iteration 0F: 2 clusters Score -570116.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -557340.687500 Penalty: 897.961182
	Iteration 0F: 3 clusters Score -557340.7 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -562661.812500 Penalty: 897.961182
	Iteration 1F: 3 clusters Score -562661.8 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -563144.937500 Penalty: 897.961182
	Iteration 2Q: 3 clusters Score -563144.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -563853.687500 Penalty: 897.961182
	Iteration 3F: 3 clusters Score -563853.7 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -564958.625000 Penalty: 897.961182
	Iteration 4F: 3 clusters Score -564958.6 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -566198.687500 Penalty: 897.961182
	Iteration 5F: 3 clusters Score -566198.7 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -567075.125000 Penalty: 897.961182
	Iteration 6F: 3 clusters Score -567075.1 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -567429.125000 Penalty: 897.961182
	Iteration 7Q: 3 clusters Score -567429.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -567597.500000 Penalty: 897.961182
	Iteration 8Q: 3 clusters Score -567597.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -567712.937500 Penalty: 897.961182
	Iteration 9Q: 3 clusters Score -567712.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -567802.375000 Penalty: 897.961182
	Iteration 10Q: 3 clusters Score -567802.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -567882.625000 Penalty: 897.961182
	Iteration 11Q: 3 clusters Score -567882.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -567968.187500 Penalty: 897.961182
	Iteration 12Q: 3 clusters Score -567968.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -568070.312500 Penalty: 897.961182
	Iteration 13Q: 3 clusters Score -568070.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -568181.875000 Penalty: 897.961182
	Iteration 14Q: 3 clusters Score -568181.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -568312.875000 Penalty: 897.961182
	Iteration 15Q: 3 clusters Score -568312.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -568460.250000 Penalty: 897.961182
	Iteration 16Q: 3 clusters Score -568460.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -568657.562500 Penalty: 897.961182
	Iteration 17Q: 3 clusters Score -568657.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -568862.187500 Penalty: 897.961182
	Iteration 18Q: 3 clusters Score -568862.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -569042.062500 Penalty: 897.961182
	Iteration 19Q: 3 clusters Score -569042.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -569179.312500 Penalty: 897.961182
	Iteration 20F: 3 clusters Score -569179.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -569303.062500 Penalty: 897.961182
	Iteration 21Q: 3 clusters Score -569303.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -569406.187500 Penalty: 897.961182
	Iteration 22Q: 3 clusters Score -569406.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -569495.812500 Penalty: 897.961182
	Iteration 23Q: 3 clusters Score -569495.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -569568.937500 Penalty: 897.961182
	Iteration 24Q: 3 clusters Score -569568.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -569616.937500 Penalty: 897.961182
	Iteration 25Q: 3 clusters Score -569616.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -569650.562500 Penalty: 897.961182
	Iteration 26Q: 3 clusters Score -569650.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -569672.000000 Penalty: 897.961182
	Iteration 27Q: 3 clusters Score -569672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -569682.625000 Penalty: 897.961182
	Iteration 28Q: 3 clusters Score -569682.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -569694.125000 Penalty: 897.961182
	Iteration 29Q: 3 clusters Score -569694.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -569706.312500 Penalty: 897.961182
	Iteration 30Q: 3 clusters Score -569706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -569720.562500 Penalty: 897.961182
	Iteration 31Q: 3 clusters Score -569720.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -569731.687500 Penalty: 897.961182
	Iteration 32Q: 3 clusters Score -569731.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -569737.375000 Penalty: 897.961182
	Iteration 33Q: 3 clusters Score -569737.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -569743.875000 Penalty: 897.961182
	Iteration 34Q: 3 clusters Score -569743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -569747.312500 Penalty: 897.961182
	Iteration 35Q: 3 clusters Score -569747.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -569747.312500 Penalty: 897.961182
	Iteration 36F: 3 clusters Score -569747.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -74018.398438 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -74018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -72365.476562 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -72365.48 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -72956.000000 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -72956 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -73139.453125 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -73139.45 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -73333.625000 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -73333.62 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -73498.343750 Penalty: 703.245789
	Iteration 4F: 3 clusters Score -73498.34 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -73649.367188 Penalty: 703.245789
	Iteration 5F: 3 clusters Score -73649.37 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -73760.117188 Penalty: 703.245789
	Iteration 6F: 3 clusters Score -73760.12 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -73815.312500 Penalty: 703.245789
	Iteration 7Q: 3 clusters Score -73815.31 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -73840.765625 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -73840.77 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -73856.453125 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -73856.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -73872.398438 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -73872.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -73881.492188 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -73881.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -73883.804688 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -73883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -73886.101562 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -73886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -73887.867188 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -73887.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -73889.195312 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -73889.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -73890.625000 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -73890.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -73892.031250 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -73892.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -73894.359375 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -73894.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -73896.632812 Penalty: 703.245789
	Iteration 19Q: 3 clusters Score -73896.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -73900.203125 Penalty: 703.245789
	Iteration 20F: 3 clusters Score -73900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -73902.937500 Penalty: 703.245789
	Iteration 21Q: 3 clusters Score -73902.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -73904.039062 Penalty: 703.245789
	Iteration 22Q: 3 clusters Score -73904.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -73904.726562 Penalty: 703.245789
	Iteration 23Q: 3 clusters Score -73904.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -73905.203125 Penalty: 703.245789
	Iteration 24Q: 3 clusters Score -73905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -73905.695312 Penalty: 703.245789
	Iteration 25Q: 3 clusters Score -73905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -73905.812500 Penalty: 703.245789
	Iteration 26Q: 3 clusters Score -73905.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -73905.812500 Penalty: 703.245789
	Iteration 27F: 3 clusters Score -73905.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -8401.870117 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -8401.87 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 168 members 
Entering Unmasked Estep 
Score: -8004.712891 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -8004.713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -8101.850586 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -8101.851 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -8137.104980 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -8137.105 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -8171.098145 Penalty: 534.106018
	Iteration 3F: 3 clusters Score -8171.098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -8188.383789 Penalty: 534.106018
	Iteration 4F: 3 clusters Score -8188.384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -8202.138672 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -8202.139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -8220.791992 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -8220.792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -8243.724609 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -8243.725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -8246.700195 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -8246.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -8250.916016 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -8250.916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -8253.840820 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -8253.841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -8255.607422 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -8255.607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -8260.174805 Penalty: 534.106018
	Iteration 12Q: 3 clusters Score -8260.175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -8261.389648 Penalty: 534.106018
	Iteration 13Q: 3 clusters Score -8261.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8262.533203 Penalty: 534.106018
	Iteration 14Q: 3 clusters Score -8262.533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -8262.533203 Penalty: 534.106018
	Iteration 15F: 3 clusters Score -8262.533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -26051.880859 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -26051.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -25342.416016 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -25342.42 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -25521.265625 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -25521.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25553.441406 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -25553.44 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -25581.060547 Penalty: 613.494751
	Iteration 3Q: 3 clusters Score -25581.06 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -25606.945312 Penalty: 613.494751
	Iteration 4F: 3 clusters Score -25606.95 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -25630.091797 Penalty: 613.494751
	Iteration 5Q: 3 clusters Score -25630.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -25652.820312 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -25652.82 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -25687.888672 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -25687.89 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25717.849609 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -25717.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25741.685547 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -25741.69 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25764.164062 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -25764.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25779.886719 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -25779.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -25791.009766 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -25791.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -25795.212891 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -25795.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -25797.259766 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -25797.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -25798.583984 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -25798.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -25798.583984 Penalty: 613.494751
	Iteration 16F: 3 clusters Score -25798.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -58000.570312 Penalty: 347.119690
	Iteration 0F: 2 clusters Score -58000.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -56528.257812 Penalty: 694.239380
	Iteration 0F: 3 clusters Score -56528.26 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -56966.796875 Penalty: 694.239380
	Iteration 1F: 3 clusters Score -56966.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -57030.695312 Penalty: 694.239380
	Iteration 2F: 3 clusters Score -57030.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -57081.625000 Penalty: 694.239380
	Iteration 3F: 3 clusters Score -57081.62 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -57131.511719 Penalty: 694.239380
	Iteration 4Q: 3 clusters Score -57131.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -57191.144531 Penalty: 694.239380
	Iteration 5Q: 3 clusters Score -57191.14 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -57253.406250 Penalty: 694.239380
	Iteration 6F: 3 clusters Score -57253.41 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -57306.507812 Penalty: 694.239380
	Iteration 7Q: 3 clusters Score -57306.51 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -57372.066406 Penalty: 694.239380
	Iteration 8Q: 3 clusters Score -57372.07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -57473.953125 Penalty: 694.239380
	Iteration 9F: 3 clusters Score -57473.95 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -57555.257812 Penalty: 694.239380
	Iteration 10Q: 3 clusters Score -57555.26 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -57601.292969 Penalty: 694.239380
	Iteration 11Q: 3 clusters Score -57601.29 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -57634.671875 Penalty: 694.239380
	Iteration 12Q: 3 clusters Score -57634.67 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -57663.761719 Penalty: 694.239380
	Iteration 13Q: 3 clusters Score -57663.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -57691.339844 Penalty: 694.239380
	Iteration 14Q: 3 clusters Score -57691.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -57722.761719 Penalty: 694.239380
	Iteration 15Q: 3 clusters Score -57722.76 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -57758.492188 Penalty: 694.239380
	Iteration 16Q: 3 clusters Score -57758.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -57790.363281 Penalty: 694.239380
	Iteration 17Q: 3 clusters Score -57790.36 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -57812.105469 Penalty: 694.239380
	Iteration 18Q: 3 clusters Score -57812.11 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -57826.449219 Penalty: 694.239380
	Iteration 19Q: 3 clusters Score -57826.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -57834.054688 Penalty: 694.239380
	Iteration 20F: 3 clusters Score -57834.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -57836.886719 Penalty: 694.239380
	Iteration 21Q: 3 clusters Score -57836.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -57837.835938 Penalty: 694.239380
	Iteration 22Q: 3 clusters Score -57837.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -57839.449219 Penalty: 694.239380
	Iteration 23Q: 3 clusters Score -57839.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -57842.707031 Penalty: 694.239380
	Iteration 24Q: 3 clusters Score -57842.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -57844.644531 Penalty: 694.239380
	Iteration 25Q: 3 clusters Score -57844.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -57847.031250 Penalty: 694.239380
	Iteration 26Q: 3 clusters Score -57847.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -57848.714844 Penalty: 694.239380
	Iteration 27Q: 3 clusters Score -57848.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -57851.214844 Penalty: 694.239380
	Iteration 28Q: 3 clusters Score -57851.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -57851.582031 Penalty: 694.239380
	Iteration 29Q: 3 clusters Score -57851.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -57852.597656 Penalty: 694.239380
	Iteration 30Q: 3 clusters Score -57852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -57853.175781 Penalty: 694.239380
	Iteration 31Q: 3 clusters Score -57853.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -57853.304688 Penalty: 694.239380
	Iteration 32Q: 3 clusters Score -57853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -57853.625000 Penalty: 694.239380
	Iteration 33Q: 3 clusters Score -57853.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -57853.898438 Penalty: 694.239380
	Iteration 34Q: 3 clusters Score -57853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -57854.433594 Penalty: 694.239380
	Iteration 35Q: 3 clusters Score -57854.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -57854.488281 Penalty: 694.239380
	Iteration 36Q: 3 clusters Score -57854.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -57854.488281 Penalty: 694.239380
	Iteration 37F: 3 clusters Score -57854.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -52190.351562 Penalty: 338.793060
	Iteration 0F: 2 clusters Score -52190.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -50897.847656 Penalty: 677.586121
	Iteration 0F: 3 clusters Score -50897.85 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -51272.476562 Penalty: 677.586121
	Iteration 1F: 3 clusters Score -51272.48 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -51323.957031 Penalty: 677.586121
	Iteration 2F: 3 clusters Score -51323.96 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -51379.941406 Penalty: 677.586121
	Iteration 3F: 3 clusters Score -51379.94 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -51423.210938 Penalty: 677.586121
	Iteration 4Q: 3 clusters Score -51423.21 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -51462.093750 Penalty: 677.586121
	Iteration 5Q: 3 clusters Score -51462.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -51519.652344 Penalty: 677.586121
	Iteration 6Q: 3 clusters Score -51519.65 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51584.441406 Penalty: 677.586121
	Iteration 7Q: 3 clusters Score -51584.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -51634.703125 Penalty: 677.586121
	Iteration 8Q: 3 clusters Score -51634.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -51664.906250 Penalty: 677.586121
	Iteration 9Q: 3 clusters Score -51664.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51710.898438 Penalty: 677.586121
	Iteration 10Q: 3 clusters Score -51710.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -51746.328125 Penalty: 677.586121
	Iteration 11Q: 3 clusters Score -51746.33 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51773.886719 Penalty: 677.586121
	Iteration 12Q: 3 clusters Score -51773.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -51797.589844 Penalty: 677.586121
	Iteration 13Q: 3 clusters Score -51797.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -51817.589844 Penalty: 677.586121
	Iteration 14Q: 3 clusters Score -51817.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -51832.394531 Penalty: 677.586121
	Iteration 15Q: 3 clusters Score -51832.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -51841.925781 Penalty: 677.586121
	Iteration 16Q: 3 clusters Score -51841.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -51849.792969 Penalty: 677.586121
	Iteration 17Q: 3 clusters Score -51849.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -51858.613281 Penalty: 677.586121
	Iteration 18Q: 3 clusters Score -51858.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -51867.589844 Penalty: 677.586121
	Iteration 19Q: 3 clusters Score -51867.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -51872.894531 Penalty: 677.586121
	Iteration 20F: 3 clusters Score -51872.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -51883.082031 Penalty: 677.586121
	Iteration 21Q: 3 clusters Score -51883.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -51887.117188 Penalty: 677.586121
	Iteration 22Q: 3 clusters Score -51887.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -51894.203125 Penalty: 677.586121
	Iteration 23Q: 3 clusters Score -51894.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -51896.957031 Penalty: 677.586121
	Iteration 24Q: 3 clusters Score -51896.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -51897.921875 Penalty: 677.586121
	Iteration 25Q: 3 clusters Score -51897.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -51899.304688 Penalty: 677.586121
	Iteration 26Q: 3 clusters Score -51899.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -51899.304688 Penalty: 677.586121
	Iteration 27F: 3 clusters Score -51899.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Entering Unmasked Estep 
Score: -1496497.625000 Penalty: 489.663330
	Iteration 0F: 2 clusters Score -1496498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -1464821.750000 Penalty: 979.326660
	Iteration 0F: 3 clusters Score -1464822 nChanged 22753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -1478455.125000 Penalty: 979.326660
	Iteration 1F: 3 clusters Score -1478455 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -1479419.000000 Penalty: 979.326660
	Iteration 2Q: 3 clusters Score -1479419 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -1481019.875000 Penalty: 979.326660
	Iteration 3F: 3 clusters Score -1481020 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -1483720.250000 Penalty: 979.326660
	Iteration 4F: 3 clusters Score -1483720 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -1487804.875000 Penalty: 979.326660
	Iteration 5F: 3 clusters Score -1487805 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -1491885.625000 Penalty: 979.326660
	Iteration 6F: 3 clusters Score -1491886 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -1494503.000000 Penalty: 979.326660
	Iteration 7F: 3 clusters Score -1494503 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -1495556.000000 Penalty: 979.326660
	Iteration 8Q: 3 clusters Score -1495556 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -1495875.000000 Penalty: 979.326660
	Iteration 9Q: 3 clusters Score -1495875 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -1496011.375000 Penalty: 979.326660
	Iteration 10Q: 3 clusters Score -1496011 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -1496073.625000 Penalty: 979.326660
	Iteration 11Q: 3 clusters Score -1496074 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -1496112.875000 Penalty: 979.326660
	Iteration 12Q: 3 clusters Score -1496113 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -1496134.750000 Penalty: 979.326660
	Iteration 13Q: 3 clusters Score -1496135 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -1496142.875000 Penalty: 979.326660
	Iteration 14Q: 3 clusters Score -1496143 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -1496148.875000 Penalty: 979.326660
	Iteration 15Q: 3 clusters Score -1496149 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -1496153.625000 Penalty: 979.326660
	Iteration 16Q: 3 clusters Score -1496154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -1496157.000000 Penalty: 979.326660
	Iteration 17Q: 3 clusters Score -1496157 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 46582 members 
Entering Unmasked Estep 
Score: -1496163.750000 Penalty: 979.326660
	Iteration 18Q: 3 clusters Score -1496164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -1496163.750000 Penalty: 979.326660
	Iteration 19Q: 3 clusters Score -1496164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -1496167.250000 Penalty: 979.326660
	Iteration 20F: 3 clusters Score -1496167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -1496167.375000 Penalty: 979.326660
	Iteration 21Q: 3 clusters Score -1496167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -1496169.125000 Penalty: 979.326660
	Iteration 22Q: 3 clusters Score -1496169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -1496171.750000 Penalty: 979.326660
	Iteration 23Q: 3 clusters Score -1496172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -1496171.250000 Penalty: 979.326660
	Iteration 24Q: 3 clusters Score -1496171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -1496171.000000 Penalty: 979.326660
	Iteration 25Q: 3 clusters Score -1496171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 46607 members 
Entering Unmasked Estep 
Score: -1496172.750000 Penalty: 979.326660
	Iteration 26Q: 3 clusters Score -1496173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -1496173.500000 Penalty: 979.326660
	Iteration 27Q: 3 clusters Score -1496174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -1496174.375000 Penalty: 979.326660
	Iteration 28Q: 3 clusters Score -1496174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46618 members 
Entering Unmasked Estep 
Score: -1496180.000000 Penalty: 979.326660
	Iteration 29Q: 3 clusters Score -1496180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -1496180.625000 Penalty: 979.326660
	Iteration 30Q: 3 clusters Score -1496181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -1496184.250000 Penalty: 979.326660
	Iteration 31Q: 3 clusters Score -1496184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -1496188.125000 Penalty: 979.326660
	Iteration 32Q: 3 clusters Score -1496188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -1496191.000000 Penalty: 979.326660
	Iteration 33Q: 3 clusters Score -1496191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -1496198.250000 Penalty: 979.326660
	Iteration 34Q: 3 clusters Score -1496198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -1496203.375000 Penalty: 979.326660
	Iteration 35Q: 3 clusters Score -1496203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -1496205.000000 Penalty: 979.326660
	Iteration 36Q: 3 clusters Score -1496205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -1496206.125000 Penalty: 979.326660
	Iteration 37Q: 3 clusters Score -1496206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -1496204.625000 Penalty: 979.326660
	Iteration 38Q: 3 clusters Score -1496205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -1496204.375000 Penalty: 979.326660
	Iteration 39Q: 3 clusters Score -1496204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 46668 members 
Entering Unmasked Estep 
Score: -1496204.750000 Penalty: 979.326660
	Iteration 40F: 3 clusters Score -1496205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -1496206.500000 Penalty: 979.326660
	Iteration 41Q: 3 clusters Score -1496206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -1496208.250000 Penalty: 979.326660
	Iteration 42Q: 3 clusters Score -1496208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -1496208.500000 Penalty: 979.326660
	Iteration 43Q: 3 clusters Score -1496208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -1496207.500000 Penalty: 979.326660
	Iteration 44Q: 3 clusters Score -1496208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46665 members 
Entering Unmasked Estep 
Score: -1496207.875000 Penalty: 979.326660
	Iteration 45Q: 3 clusters Score -1496208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -1496212.375000 Penalty: 979.326660
	Iteration 46Q: 3 clusters Score -1496212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -1496217.625000 Penalty: 979.326660
	Iteration 47Q: 3 clusters Score -1496218 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -1496217.000000 Penalty: 979.326660
	Iteration 48Q: 3 clusters Score -1496217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -1496220.250000 Penalty: 979.326660
	Iteration 49Q: 3 clusters Score -1496220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -1496223.875000 Penalty: 979.326660
	Iteration 50Q: 3 clusters Score -1496224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -1496222.875000 Penalty: 979.326660
	Iteration 51Q: 3 clusters Score -1496223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -1496223.500000 Penalty: 979.326660
	Iteration 52Q: 3 clusters Score -1496224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -1496223.375000 Penalty: 979.326660
	Iteration 53Q: 3 clusters Score -1496223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -1496226.000000 Penalty: 979.326660
	Iteration 54Q: 3 clusters Score -1496226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -1496226.000000 Penalty: 979.326660
	Iteration 55F: 3 clusters Score -1496226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -79088.859375 Penalty: 355.720276
	Iteration 0F: 2 clusters Score -79088.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -77350.250000 Penalty: 711.440552
	Iteration 0F: 3 clusters Score -77350.25 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -77946.101562 Penalty: 711.440552
	Iteration 1F: 3 clusters Score -77946.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -78066.781250 Penalty: 711.440552
	Iteration 2F: 3 clusters Score -78066.78 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -78174.460938 Penalty: 711.440552
	Iteration 3F: 3 clusters Score -78174.46 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -78281.640625 Penalty: 711.440552
	Iteration 4F: 3 clusters Score -78281.64 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -78351.328125 Penalty: 711.440552
	Iteration 5Q: 3 clusters Score -78351.33 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -78405.093750 Penalty: 711.440552
	Iteration 6Q: 3 clusters Score -78405.09 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -78451.468750 Penalty: 711.440552
	Iteration 7Q: 3 clusters Score -78451.47 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -78488.617188 Penalty: 711.440552
	Iteration 8Q: 3 clusters Score -78488.62 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78526.914062 Penalty: 711.440552
	Iteration 9Q: 3 clusters Score -78526.91 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -78558.359375 Penalty: 711.440552
	Iteration 10Q: 3 clusters Score -78558.36 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -78581.093750 Penalty: 711.440552
	Iteration 11Q: 3 clusters Score -78581.09 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78603.093750 Penalty: 711.440552
	Iteration 12Q: 3 clusters Score -78603.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -78621.156250 Penalty: 711.440552
	Iteration 13Q: 3 clusters Score -78621.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -78632.828125 Penalty: 711.440552
	Iteration 14Q: 3 clusters Score -78632.83 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -78646.484375 Penalty: 711.440552
	Iteration 15Q: 3 clusters Score -78646.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -78669.140625 Penalty: 711.440552
	Iteration 16Q: 3 clusters Score -78669.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78685.890625 Penalty: 711.440552
	Iteration 17Q: 3 clusters Score -78685.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -78697.617188 Penalty: 711.440552
	Iteration 18Q: 3 clusters Score -78697.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -78708.976562 Penalty: 711.440552
	Iteration 19Q: 3 clusters Score -78708.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -78718.523438 Penalty: 711.440552
	Iteration 20F: 3 clusters Score -78718.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -78724.445312 Penalty: 711.440552
	Iteration 21Q: 3 clusters Score -78724.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -78730.695312 Penalty: 711.440552
	Iteration 22Q: 3 clusters Score -78730.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -78735.515625 Penalty: 711.440552
	Iteration 23Q: 3 clusters Score -78735.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78743.023438 Penalty: 711.440552
	Iteration 24Q: 3 clusters Score -78743.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78749.320312 Penalty: 711.440552
	Iteration 25Q: 3 clusters Score -78749.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -78753.578125 Penalty: 711.440552
	Iteration 26Q: 3 clusters Score -78753.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -78760.500000 Penalty: 711.440552
	Iteration 27Q: 3 clusters Score -78760.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -78765.156250 Penalty: 711.440552
	Iteration 28Q: 3 clusters Score -78765.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -78768.531250 Penalty: 711.440552
	Iteration 29Q: 3 clusters Score -78768.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -78770.250000 Penalty: 711.440552
	Iteration 30Q: 3 clusters Score -78770.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78770.835938 Penalty: 711.440552
	Iteration 31Q: 3 clusters Score -78770.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -78770.835938 Penalty: 711.440552
	Iteration 32F: 3 clusters Score -78770.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (226805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226805 members 
Entering Unmasked Estep 
Score: -6754241.500000 Penalty: 561.098999
	Iteration 0F: 2 clusters Score -6754242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113294 members 
Mstep: Class 2 contains 113511 members 
Entering Unmasked Estep 
Score: -6600001.000000 Penalty: 1122.197998
	Iteration 0F: 3 clusters Score -6600001 nChanged 111835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109081 members 
Mstep: Class 2 contains 117724 members 
Entering Unmasked Estep 
Score: -6670911.000000 Penalty: 1122.197998
	Iteration 1F: 3 clusters Score -6670911 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104993 members 
Mstep: Class 2 contains 121812 members 
Entering Unmasked Estep 
Score: -6674658.000000 Penalty: 1122.197998
	Iteration 2Q: 3 clusters Score -6674658 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99030 members 
Mstep: Class 2 contains 127775 members 
Entering Unmasked Estep 
Score: -6680575.000000 Penalty: 1122.197998
	Iteration 3Q: 3 clusters Score -6680575 nChanged 13117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91173 members 
Mstep: Class 2 contains 135632 members 
Entering Unmasked Estep 
Score: -6689555.500000 Penalty: 1122.197998
	Iteration 4F: 3 clusters Score -6689556 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 144198 members 
Entering Unmasked Estep 
Score: -6701226.500000 Penalty: 1122.197998
	Iteration 5F: 3 clusters Score -6701226 nChanged 13608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75155 members 
Mstep: Class 2 contains 151650 members 
Entering Unmasked Estep 
Score: -6711380.000000 Penalty: 1122.197998
	Iteration 6F: 3 clusters Score -6711380 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69198 members 
Mstep: Class 2 contains 157607 members 
Entering Unmasked Estep 
Score: -6717264.500000 Penalty: 1122.197998
	Iteration 7Q: 3 clusters Score -6717264 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64168 members 
Mstep: Class 2 contains 162637 members 
Entering Unmasked Estep 
Score: -6719918.000000 Penalty: 1122.197998
	Iteration 8Q: 3 clusters Score -6719918 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59217 members 
Mstep: Class 2 contains 167588 members 
Entering Unmasked Estep 
Score: -6721883.500000 Penalty: 1122.197998
	Iteration 9Q: 3 clusters Score -6721884 nChanged 5199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 172689 members 
Entering Unmasked Estep 
Score: -6723698.500000 Penalty: 1122.197998
	Iteration 10Q: 3 clusters Score -6723698 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48759 members 
Mstep: Class 2 contains 178046 members 
Entering Unmasked Estep 
Score: -6725786.500000 Penalty: 1122.197998
	Iteration 11Q: 3 clusters Score -6725786 nChanged 5442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 183488 members 
Entering Unmasked Estep 
Score: -6728162.500000 Penalty: 1122.197998
	Iteration 12Q: 3 clusters Score -6728162 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 188968 members 
Entering Unmasked Estep 
Score: -6730773.500000 Penalty: 1122.197998
	Iteration 13Q: 3 clusters Score -6730774 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 194455 members 
Entering Unmasked Estep 
Score: -6733660.500000 Penalty: 1122.197998
	Iteration 14Q: 3 clusters Score -6733660 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 199911 members 
Entering Unmasked Estep 
Score: -6736779.500000 Penalty: 1122.197998
	Iteration 15Q: 3 clusters Score -6736780 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 205098 members 
Entering Unmasked Estep 
Score: -6740078.500000 Penalty: 1122.197998
	Iteration 16Q: 3 clusters Score -6740078 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 209719 members 
Entering Unmasked Estep 
Score: -6743221.000000 Penalty: 1122.197998
	Iteration 17Q: 3 clusters Score -6743221 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 213747 members 
Entering Unmasked Estep 
Score: -6745972.500000 Penalty: 1122.197998
	Iteration 18Q: 3 clusters Score -6745972 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 217015 members 
Entering Unmasked Estep 
Score: -6748261.000000 Penalty: 1122.197998
	Iteration 19Q: 3 clusters Score -6748261 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 219620 members 
Entering Unmasked Estep 
Score: -6750136.500000 Penalty: 1122.197998
	Iteration 20F: 3 clusters Score -6750136 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 221488 members 
Entering Unmasked Estep 
Score: -6751512.500000 Penalty: 1122.197998
	Iteration 21Q: 3 clusters Score -6751512 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 222872 members 
Entering Unmasked Estep 
Score: -6752503.500000 Penalty: 1122.197998
	Iteration 22Q: 3 clusters Score -6752504 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 223784 members 
Entering Unmasked Estep 
Score: -6753127.500000 Penalty: 1122.197998
	Iteration 23Q: 3 clusters Score -6753128 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 224417 members 
Entering Unmasked Estep 
Score: -6753496.500000 Penalty: 1122.197998
	Iteration 24Q: 3 clusters Score -6753496 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 224848 members 
Entering Unmasked Estep 
Score: -6753753.500000 Penalty: 1122.197998
	Iteration 25Q: 3 clusters Score -6753754 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 225110 members 
Entering Unmasked Estep 
Score: -6753879.500000 Penalty: 1122.197998
	Iteration 26Q: 3 clusters Score -6753880 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 225291 members 
Entering Unmasked Estep 
Score: -6753976.500000 Penalty: 1122.197998
	Iteration 27Q: 3 clusters Score -6753976 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 225427 members 
Entering Unmasked Estep 
Score: -6754031.500000 Penalty: 1122.197998
	Iteration 28Q: 3 clusters Score -6754032 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 225533 members 
Entering Unmasked Estep 
Score: -6754075.000000 Penalty: 1122.197998
	Iteration 29Q: 3 clusters Score -6754075 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 225623 members 
Entering Unmasked Estep 
Score: -6754090.500000 Penalty: 1122.197998
	Iteration 30Q: 3 clusters Score -6754090 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 225683 members 
Entering Unmasked Estep 
Score: -6754101.000000 Penalty: 1122.197998
	Iteration 31Q: 3 clusters Score -6754101 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 225732 members 
Entering Unmasked Estep 
Score: -6754117.500000 Penalty: 1122.197998
	Iteration 32Q: 3 clusters Score -6754118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 225760 members 
Entering Unmasked Estep 
Score: -6754121.000000 Penalty: 1122.197998
	Iteration 33Q: 3 clusters Score -6754121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225786 members 
Entering Unmasked Estep 
Score: -6754128.000000 Penalty: 1122.197998
	Iteration 34Q: 3 clusters Score -6754128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 225806 members 
Entering Unmasked Estep 
Score: -6754124.500000 Penalty: 1122.197998
	Iteration 35Q: 3 clusters Score -6754124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 225820 members 
Entering Unmasked Estep 
Score: -6754135.500000 Penalty: 1122.197998
	Iteration 36Q: 3 clusters Score -6754136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 225834 members 
Entering Unmasked Estep 
Score: -6754135.000000 Penalty: 1122.197998
	Iteration 37Q: 3 clusters Score -6754135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 225856 members 
Entering Unmasked Estep 
Score: -6754138.000000 Penalty: 1122.197998
	Iteration 38Q: 3 clusters Score -6754138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 225874 members 
Entering Unmasked Estep 
Score: -6754140.000000 Penalty: 1122.197998
	Iteration 39Q: 3 clusters Score -6754140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 225894 members 
Entering Unmasked Estep 
Score: -6754153.500000 Penalty: 1122.197998
	Iteration 40F: 3 clusters Score -6754154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 225905 members 
Entering Unmasked Estep 
Score: -6754161.000000 Penalty: 1122.197998
	Iteration 41Q: 3 clusters Score -6754161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 225915 members 
Entering Unmasked Estep 
Score: -6754162.500000 Penalty: 1122.197998
	Iteration 42Q: 3 clusters Score -6754162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 225918 members 
Entering Unmasked Estep 
Score: -6754166.500000 Penalty: 1122.197998
	Iteration 43Q: 3 clusters Score -6754166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 225921 members 
Entering Unmasked Estep 
Score: -6754164.000000 Penalty: 1122.197998
	Iteration 44Q: 3 clusters Score -6754164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 225924 members 
Entering Unmasked Estep 
Score: -6754170.000000 Penalty: 1122.197998
	Iteration 45Q: 3 clusters Score -6754170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 225928 members 
Entering Unmasked Estep 
Score: -6754167.000000 Penalty: 1122.197998
	Iteration 46Q: 3 clusters Score -6754167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 225929 members 
Entering Unmasked Estep 
Score: -6754166.000000 Penalty: 1122.197998
	Iteration 47Q: 3 clusters Score -6754166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 225930 members 
Entering Unmasked Estep 
Score: -6754163.000000 Penalty: 1122.197998
	Iteration 48Q: 3 clusters Score -6754163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 225930 members 
Entering Unmasked Estep 
Score: -6754163.000000 Penalty: 1122.197998
	Iteration 49F: 3 clusters Score -6754163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -72518.492188 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -72518.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -70874.078125 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -70874.08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -71461.828125 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -71461.83 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -71567.398438 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -71567.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -71665.921875 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -71665.92 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -71769.054688 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -71769.05 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -71861.046875 Penalty: 704.598083
	Iteration 5F: 3 clusters Score -71861.05 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -71932.648438 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -71932.65 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -71978.796875 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -71978.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -72011.421875 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -72011.42 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -72042.109375 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -72042.11 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -72067.656250 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -72067.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -72089.335938 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -72089.34 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -72111.062500 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -72111.06 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72133.718750 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -72133.72 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72152.296875 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -72152.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -72161.187500 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -72161.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72166.265625 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -72166.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72171.492188 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -72171.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72181.898438 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -72181.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -72192.070312 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -72192.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -72201.585938 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -72201.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -72213.421875 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -72213.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -72225.609375 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -72225.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72232.859375 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -72232.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72235.320312 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -72235.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72239.593750 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -72239.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -72246.984375 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -72246.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72254.453125 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -72254.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72258.164062 Penalty: 704.598083
	Iteration 28Q: 3 clusters Score -72258.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72260.070312 Penalty: 704.598083
	Iteration 29Q: 3 clusters Score -72260.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72261.539062 Penalty: 704.598083
	Iteration 30Q: 3 clusters Score -72261.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72262.859375 Penalty: 704.598083
	Iteration 31Q: 3 clusters Score -72262.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72265.132812 Penalty: 704.598083
	Iteration 32Q: 3 clusters Score -72265.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72268.085938 Penalty: 704.598083
	Iteration 33Q: 3 clusters Score -72268.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72271.070312 Penalty: 704.598083
	Iteration 34Q: 3 clusters Score -72271.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72272.007812 Penalty: 704.598083
	Iteration 35Q: 3 clusters Score -72272.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72272.007812 Penalty: 704.598083
	Iteration 36F: 3 clusters Score -72272.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (362008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362008 members 
Entering Unmasked Estep 
Score: -11438159.000000 Penalty: 582.373657
	Iteration 0F: 2 clusters Score -1.143816e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180985 members 
Mstep: Class 2 contains 181023 members 
Entering Unmasked Estep 
Score: -11191272.000000 Penalty: 1164.747314
	Iteration 0F: 3 clusters Score -1.119127e+07 nChanged 178737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188260 members 
Mstep: Class 2 contains 173748 members 
Entering Unmasked Estep 
Score: -11298190.000000 Penalty: 1164.747314
	Iteration 1F: 3 clusters Score -1.129819e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193292 members 
Mstep: Class 2 contains 168716 members 
Entering Unmasked Estep 
Score: -11300342.000000 Penalty: 1164.747314
	Iteration 2Q: 3 clusters Score -1.130034e+07 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200780 members 
Mstep: Class 2 contains 161228 members 
Entering Unmasked Estep 
Score: -11303213.000000 Penalty: 1164.747314
	Iteration 3Q: 3 clusters Score -1.130321e+07 nChanged 14332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211776 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -11307666.000000 Penalty: 1164.747314
	Iteration 4Q: 3 clusters Score -1.130767e+07 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227481 members 
Mstep: Class 2 contains 134527 members 
Entering Unmasked Estep 
Score: -11315130.000000 Penalty: 1164.747314
	Iteration 5Q: 3 clusters Score -1.131513e+07 nChanged 23009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249312 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -11328646.000000 Penalty: 1164.747314
	Iteration 6F: 3 clusters Score -1.132865e+07 nChanged 28703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277561 members 
Mstep: Class 2 contains 84447 members 
Entering Unmasked Estep 
Score: -11351117.000000 Penalty: 1164.747314
	Iteration 7F: 3 clusters Score -1.135112e+07 nChanged 31844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309339 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -11382305.000000 Penalty: 1164.747314
	Iteration 8F: 3 clusters Score -1.13823e+07 nChanged 27598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336933 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -11412130.000000 Penalty: 1164.747314
	Iteration 9F: 3 clusters Score -1.141213e+07 nChanged 16179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353112 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -11429519.000000 Penalty: 1164.747314
	Iteration 10Q: 3 clusters Score -1.142952e+07 nChanged 6121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359233 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -11435413.000000 Penalty: 1164.747314
	Iteration 11Q: 3 clusters Score -1.143541e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361019 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -11436942.000000 Penalty: 1164.747314
	Iteration 12Q: 3 clusters Score -1.143694e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361558 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -11437459.000000 Penalty: 1164.747314
	Iteration 13Q: 3 clusters Score -1.143746e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361701 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11437627.000000 Penalty: 1164.747314
	Iteration 14Q: 3 clusters Score -1.143763e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361744 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11437703.000000 Penalty: 1164.747314
	Iteration 15Q: 3 clusters Score -1.14377e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361759 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11437722.000000 Penalty: 1164.747314
	Iteration 16Q: 3 clusters Score -1.143772e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361773 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11437757.000000 Penalty: 1164.747314
	Iteration 17Q: 3 clusters Score -1.143776e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361775 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11437769.000000 Penalty: 1164.747314
	Iteration 18Q: 3 clusters Score -1.143777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361783 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11437788.000000 Penalty: 1164.747314
	Iteration 19Q: 3 clusters Score -1.143779e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361778 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11437794.000000 Penalty: 1164.747314
	Iteration 20F: 3 clusters Score -1.143779e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361773 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -11437804.000000 Penalty: 1164.747314
	Iteration 21Q: 3 clusters Score -1.14378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361765 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11437811.000000 Penalty: 1164.747314
	Iteration 22Q: 3 clusters Score -1.143781e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361760 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11437824.000000 Penalty: 1164.747314
	Iteration 23Q: 3 clusters Score -1.143782e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361758 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11437822.000000 Penalty: 1164.747314
	Iteration 24Q: 3 clusters Score -1.143782e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361757 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11437816.000000 Penalty: 1164.747314
	Iteration 25Q: 3 clusters Score -1.143782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361757 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11437821.000000 Penalty: 1164.747314
	Iteration 26Q: 3 clusters Score -1.143782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361757 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11437823.000000 Penalty: 1164.747314
	Iteration 27Q: 3 clusters Score -1.143782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361757 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -11437824.000000 Penalty: 1164.747314
	Iteration 28Q: 3 clusters Score -1.143782e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361758 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11437848.000000 Penalty: 1164.747314
	Iteration 29Q: 3 clusters Score -1.143785e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361760 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11437868.000000 Penalty: 1164.747314
	Iteration 30Q: 3 clusters Score -1.143787e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361761 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -11437860.000000 Penalty: 1164.747314
	Iteration 31Q: 3 clusters Score -1.143786e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361756 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -11437866.000000 Penalty: 1164.747314
	Iteration 32Q: 3 clusters Score -1.143787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361752 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -11437872.000000 Penalty: 1164.747314
	Iteration 33Q: 3 clusters Score -1.143787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361745 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11437869.000000 Penalty: 1164.747314
	Iteration 34Q: 3 clusters Score -1.143787e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361746 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11437870.000000 Penalty: 1164.747314
	Iteration 35Q: 3 clusters Score -1.143787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361748 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -11437864.000000 Penalty: 1164.747314
	Iteration 36Q: 3 clusters Score -1.143786e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361747 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11437873.000000 Penalty: 1164.747314
	Iteration 37Q: 3 clusters Score -1.143787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361747 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -11437872.000000 Penalty: 1164.747314
	Iteration 38Q: 3 clusters Score -1.143787e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361746 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -11437876.000000 Penalty: 1164.747314
	Iteration 39Q: 3 clusters Score -1.143788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361745 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -11437878.000000 Penalty: 1164.747314
	Iteration 40F: 3 clusters Score -1.143788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361744 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11437880.000000 Penalty: 1164.747314
	Iteration 41Q: 3 clusters Score -1.143788e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361744 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11437880.000000 Penalty: 1164.747314
	Iteration 42F: 3 clusters Score -1.143788e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -62452.519531 Penalty: 343.098297
	Iteration 0F: 2 clusters Score -62452.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -61118.167969 Penalty: 686.196594
	Iteration 0F: 3 clusters Score -61118.17 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -61559.054688 Penalty: 686.196594
	Iteration 1F: 3 clusters Score -61559.05 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61606.167969 Penalty: 686.196594
	Iteration 2F: 3 clusters Score -61606.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -61633.394531 Penalty: 686.196594
	Iteration 3Q: 3 clusters Score -61633.39 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -61662.964844 Penalty: 686.196594
	Iteration 4Q: 3 clusters Score -61662.96 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -61696.812500 Penalty: 686.196594
	Iteration 5Q: 3 clusters Score -61696.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -61742.921875 Penalty: 686.196594
	Iteration 6Q: 3 clusters Score -61742.92 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -61794.781250 Penalty: 686.196594
	Iteration 7Q: 3 clusters Score -61794.78 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -61831.222656 Penalty: 686.196594
	Iteration 8Q: 3 clusters Score -61831.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -61861.300781 Penalty: 686.196594
	Iteration 9Q: 3 clusters Score -61861.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -61882.875000 Penalty: 686.196594
	Iteration 10Q: 3 clusters Score -61882.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -61897.089844 Penalty: 686.196594
	Iteration 11Q: 3 clusters Score -61897.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -61902.699219 Penalty: 686.196594
	Iteration 12Q: 3 clusters Score -61902.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -61905.292969 Penalty: 686.196594
	Iteration 13Q: 3 clusters Score -61905.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -61908.968750 Penalty: 686.196594
	Iteration 14Q: 3 clusters Score -61908.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -61912.632812 Penalty: 686.196594
	Iteration 15Q: 3 clusters Score -61912.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -61915.113281 Penalty: 686.196594
	Iteration 16Q: 3 clusters Score -61915.11 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -61916.808594 Penalty: 686.196594
	Iteration 17Q: 3 clusters Score -61916.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -61918.003906 Penalty: 686.196594
	Iteration 18Q: 3 clusters Score -61918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -61919.207031 Penalty: 686.196594
	Iteration 19Q: 3 clusters Score -61919.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -61920.675781 Penalty: 686.196594
	Iteration 20F: 3 clusters Score -61920.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -61921.171875 Penalty: 686.196594
	Iteration 21Q: 3 clusters Score -61921.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -61922.269531 Penalty: 686.196594
	Iteration 22Q: 3 clusters Score -61922.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -61922.789062 Penalty: 686.196594
	Iteration 23Q: 3 clusters Score -61922.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -61923.351562 Penalty: 686.196594
	Iteration 24Q: 3 clusters Score -61923.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -61923.945312 Penalty: 686.196594
	Iteration 25Q: 3 clusters Score -61923.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -61924.562500 Penalty: 686.196594
	Iteration 26Q: 3 clusters Score -61924.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -61925.230469 Penalty: 686.196594
	Iteration 27Q: 3 clusters Score -61925.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -61926.175781 Penalty: 686.196594
	Iteration 28Q: 3 clusters Score -61926.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -61927.332031 Penalty: 686.196594
	Iteration 29Q: 3 clusters Score -61927.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -61928.949219 Penalty: 686.196594
	Iteration 30Q: 3 clusters Score -61928.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -61931.464844 Penalty: 686.196594
	Iteration 31Q: 3 clusters Score -61931.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -61934.882812 Penalty: 686.196594
	Iteration 32Q: 3 clusters Score -61934.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -61937.500000 Penalty: 686.196594
	Iteration 33Q: 3 clusters Score -61937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -61940.468750 Penalty: 686.196594
	Iteration 34Q: 3 clusters Score -61940.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -61943.691406 Penalty: 686.196594
	Iteration 35Q: 3 clusters Score -61943.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -61946.207031 Penalty: 686.196594
	Iteration 36Q: 3 clusters Score -61946.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -61951.476562 Penalty: 686.196594
	Iteration 37Q: 3 clusters Score -61951.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -61958.847656 Penalty: 686.196594
	Iteration 38Q: 3 clusters Score -61958.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -61964.582031 Penalty: 686.196594
	Iteration 39Q: 3 clusters Score -61964.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -61972.949219 Penalty: 686.196594
	Iteration 40F: 3 clusters Score -61972.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -61982.226562 Penalty: 686.196594
	Iteration 41Q: 3 clusters Score -61982.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -61988.320312 Penalty: 686.196594
	Iteration 42Q: 3 clusters Score -61988.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -61991.695312 Penalty: 686.196594
	Iteration 43Q: 3 clusters Score -61991.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -61995.273438 Penalty: 686.196594
	Iteration 44Q: 3 clusters Score -61995.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -61997.425781 Penalty: 686.196594
	Iteration 45Q: 3 clusters Score -61997.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -62000.679688 Penalty: 686.196594
	Iteration 46Q: 3 clusters Score -62000.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -62003.875000 Penalty: 686.196594
	Iteration 47Q: 3 clusters Score -62003.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -62007.398438 Penalty: 686.196594
	Iteration 48Q: 3 clusters Score -62007.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -62008.921875 Penalty: 686.196594
	Iteration 49Q: 3 clusters Score -62008.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -62010.847656 Penalty: 686.196594
	Iteration 50Q: 3 clusters Score -62010.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -62013.460938 Penalty: 686.196594
	Iteration 51Q: 3 clusters Score -62013.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -62014.632812 Penalty: 686.196594
	Iteration 52Q: 3 clusters Score -62014.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -62015.250000 Penalty: 686.196594
	Iteration 53Q: 3 clusters Score -62015.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -62015.453125 Penalty: 686.196594
	Iteration 54Q: 3 clusters Score -62015.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -62015.535156 Penalty: 686.196594
	Iteration 55Q: 3 clusters Score -62015.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -62015.535156 Penalty: 686.196594
	Iteration 56F: 3 clusters Score -62015.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -94543.335938 Penalty: 360.660400
	Iteration 0F: 2 clusters Score -94543.34 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 1404 members 
Entering Unmasked Estep 
Score: -92588.023438 Penalty: 721.320801
	Iteration 0F: 3 clusters Score -92588.02 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -93236.804688 Penalty: 721.320801
	Iteration 1F: 3 clusters Score -93236.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -93377.992188 Penalty: 721.320801
	Iteration 2F: 3 clusters Score -93377.99 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -93511.203125 Penalty: 721.320801
	Iteration 3F: 3 clusters Score -93511.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -93637.039062 Penalty: 721.320801
	Iteration 4F: 3 clusters Score -93637.04 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -93764.906250 Penalty: 721.320801
	Iteration 5F: 3 clusters Score -93764.91 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -93862.945312 Penalty: 721.320801
	Iteration 6F: 3 clusters Score -93862.95 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -93929.765625 Penalty: 721.320801
	Iteration 7Q: 3 clusters Score -93929.77 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -93959.640625 Penalty: 721.320801
	Iteration 8Q: 3 clusters Score -93959.64 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -93975.562500 Penalty: 721.320801
	Iteration 9Q: 3 clusters Score -93975.56 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -93988.171875 Penalty: 721.320801
	Iteration 10Q: 3 clusters Score -93988.17 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -93997.320312 Penalty: 721.320801
	Iteration 11Q: 3 clusters Score -93997.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -94002.984375 Penalty: 721.320801
	Iteration 12Q: 3 clusters Score -94002.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -94005.984375 Penalty: 721.320801
	Iteration 13Q: 3 clusters Score -94005.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -94010.148438 Penalty: 721.320801
	Iteration 14Q: 3 clusters Score -94010.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -94014.890625 Penalty: 721.320801
	Iteration 15Q: 3 clusters Score -94014.89 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -94022.398438 Penalty: 721.320801
	Iteration 16Q: 3 clusters Score -94022.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -94030.195312 Penalty: 721.320801
	Iteration 17Q: 3 clusters Score -94030.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -94036.671875 Penalty: 721.320801
	Iteration 18Q: 3 clusters Score -94036.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -94042.953125 Penalty: 721.320801
	Iteration 19Q: 3 clusters Score -94042.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -94049.562500 Penalty: 721.320801
	Iteration 20F: 3 clusters Score -94049.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -94054.843750 Penalty: 721.320801
	Iteration 21Q: 3 clusters Score -94054.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -94061.515625 Penalty: 721.320801
	Iteration 22Q: 3 clusters Score -94061.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -94070.640625 Penalty: 721.320801
	Iteration 23Q: 3 clusters Score -94070.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -94087.070312 Penalty: 721.320801
	Iteration 24Q: 3 clusters Score -94087.07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -94099.703125 Penalty: 721.320801
	Iteration 25Q: 3 clusters Score -94099.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -94108.031250 Penalty: 721.320801
	Iteration 26Q: 3 clusters Score -94108.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -94113.445312 Penalty: 721.320801
	Iteration 27Q: 3 clusters Score -94113.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -94118.679688 Penalty: 721.320801
	Iteration 28Q: 3 clusters Score -94118.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -94120.703125 Penalty: 721.320801
	Iteration 29Q: 3 clusters Score -94120.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -94120.976562 Penalty: 721.320801
	Iteration 30Q: 3 clusters Score -94120.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -94121.835938 Penalty: 721.320801
	Iteration 31Q: 3 clusters Score -94121.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -94121.906250 Penalty: 721.320801
	Iteration 32Q: 3 clusters Score -94121.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -94121.906250 Penalty: 721.320801
	Iteration 33F: 3 clusters Score -94121.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -512758.343750 Penalty: 440.574921
	Iteration 0F: 2 clusters Score -512758.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -502004.468750 Penalty: 881.149841
	Iteration 0F: 3 clusters Score -502004.5 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -506551.531250 Penalty: 881.149841
	Iteration 1F: 3 clusters Score -506551.5 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -507080.750000 Penalty: 881.149841
	Iteration 2F: 3 clusters Score -507080.8 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -507814.312500 Penalty: 881.149841
	Iteration 3F: 3 clusters Score -507814.3 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -508770.125000 Penalty: 881.149841
	Iteration 4F: 3 clusters Score -508770.1 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -509701.562500 Penalty: 881.149841
	Iteration 5F: 3 clusters Score -509701.6 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -510227.468750 Penalty: 881.149841
	Iteration 6F: 3 clusters Score -510227.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -510434.156250 Penalty: 881.149841
	Iteration 7Q: 3 clusters Score -510434.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -510527.531250 Penalty: 881.149841
	Iteration 8Q: 3 clusters Score -510527.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -510590.687500 Penalty: 881.149841
	Iteration 9Q: 3 clusters Score -510590.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -510649.437500 Penalty: 881.149841
	Iteration 10Q: 3 clusters Score -510649.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -510698.125000 Penalty: 881.149841
	Iteration 11Q: 3 clusters Score -510698.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -510741.031250 Penalty: 881.149841
	Iteration 12Q: 3 clusters Score -510741 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -510790.531250 Penalty: 881.149841
	Iteration 13Q: 3 clusters Score -510790.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -510848.250000 Penalty: 881.149841
	Iteration 14Q: 3 clusters Score -510848.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -510911.906250 Penalty: 881.149841
	Iteration 15Q: 3 clusters Score -510911.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -510962.343750 Penalty: 881.149841
	Iteration 16Q: 3 clusters Score -510962.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -511014.562500 Penalty: 881.149841
	Iteration 17Q: 3 clusters Score -511014.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -511072.531250 Penalty: 881.149841
	Iteration 18Q: 3 clusters Score -511072.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -511128.906250 Penalty: 881.149841
	Iteration 19Q: 3 clusters Score -511128.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -511180.812500 Penalty: 881.149841
	Iteration 20F: 3 clusters Score -511180.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -511233.125000 Penalty: 881.149841
	Iteration 21Q: 3 clusters Score -511233.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -511278.343750 Penalty: 881.149841
	Iteration 22Q: 3 clusters Score -511278.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -511317.875000 Penalty: 881.149841
	Iteration 23Q: 3 clusters Score -511317.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -511344.000000 Penalty: 881.149841
	Iteration 24Q: 3 clusters Score -511344 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -511372.843750 Penalty: 881.149841
	Iteration 25Q: 3 clusters Score -511372.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -511399.593750 Penalty: 881.149841
	Iteration 26Q: 3 clusters Score -511399.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -511435.468750 Penalty: 881.149841
	Iteration 27Q: 3 clusters Score -511435.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -511471.750000 Penalty: 881.149841
	Iteration 28Q: 3 clusters Score -511471.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -511502.968750 Penalty: 881.149841
	Iteration 29Q: 3 clusters Score -511503 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -511534.093750 Penalty: 881.149841
	Iteration 30Q: 3 clusters Score -511534.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -511568.687500 Penalty: 881.149841
	Iteration 31Q: 3 clusters Score -511568.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -511603.093750 Penalty: 881.149841
	Iteration 32Q: 3 clusters Score -511603.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -511644.562500 Penalty: 881.149841
	Iteration 33Q: 3 clusters Score -511644.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -511674.031250 Penalty: 881.149841
	Iteration 34Q: 3 clusters Score -511674 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -511700.875000 Penalty: 881.149841
	Iteration 35Q: 3 clusters Score -511700.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -511727.437500 Penalty: 881.149841
	Iteration 36Q: 3 clusters Score -511727.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -511755.000000 Penalty: 881.149841
	Iteration 37Q: 3 clusters Score -511755 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -511786.312500 Penalty: 881.149841
	Iteration 38Q: 3 clusters Score -511786.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -511820.687500 Penalty: 881.149841
	Iteration 39Q: 3 clusters Score -511820.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -511860.906250 Penalty: 881.149841
	Iteration 40F: 3 clusters Score -511860.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -511897.781250 Penalty: 881.149841
	Iteration 41Q: 3 clusters Score -511897.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -511931.000000 Penalty: 881.149841
	Iteration 42Q: 3 clusters Score -511931 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -511960.968750 Penalty: 881.149841
	Iteration 43Q: 3 clusters Score -511961 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -511986.687500 Penalty: 881.149841
	Iteration 44Q: 3 clusters Score -511986.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -512015.062500 Penalty: 881.149841
	Iteration 45Q: 3 clusters Score -512015.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -512043.906250 Penalty: 881.149841
	Iteration 46Q: 3 clusters Score -512043.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -512076.187500 Penalty: 881.149841
	Iteration 47Q: 3 clusters Score -512076.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -512110.625000 Penalty: 881.149841
	Iteration 48Q: 3 clusters Score -512110.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -512142.937500 Penalty: 881.149841
	Iteration 49Q: 3 clusters Score -512142.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -512179.062500 Penalty: 881.149841
	Iteration 50Q: 3 clusters Score -512179.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -512206.218750 Penalty: 881.149841
	Iteration 51Q: 3 clusters Score -512206.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -512228.375000 Penalty: 881.149841
	Iteration 52Q: 3 clusters Score -512228.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -512251.187500 Penalty: 881.149841
	Iteration 53Q: 3 clusters Score -512251.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -512268.906250 Penalty: 881.149841
	Iteration 54Q: 3 clusters Score -512268.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -512281.062500 Penalty: 881.149841
	Iteration 55Q: 3 clusters Score -512281.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -512291.343750 Penalty: 881.149841
	Iteration 56Q: 3 clusters Score -512291.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -512303.593750 Penalty: 881.149841
	Iteration 57Q: 3 clusters Score -512303.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -512317.281250 Penalty: 881.149841
	Iteration 58Q: 3 clusters Score -512317.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -512328.687500 Penalty: 881.149841
	Iteration 59Q: 3 clusters Score -512328.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -512336.437500 Penalty: 881.149841
	Iteration 60F: 3 clusters Score -512336.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14997 members 
Entering Unmasked Estep 
Score: -512345.125000 Penalty: 881.149841
	Iteration 61Q: 3 clusters Score -512345.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -512352.937500 Penalty: 881.149841
	Iteration 62Q: 3 clusters Score -512352.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -512362.000000 Penalty: 881.149841
	Iteration 63Q: 3 clusters Score -512362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -512370.937500 Penalty: 881.149841
	Iteration 64Q: 3 clusters Score -512370.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -512379.218750 Penalty: 881.149841
	Iteration 65Q: 3 clusters Score -512379.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -512385.781250 Penalty: 881.149841
	Iteration 66Q: 3 clusters Score -512385.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -512393.562500 Penalty: 881.149841
	Iteration 67Q: 3 clusters Score -512393.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -512400.656250 Penalty: 881.149841
	Iteration 68Q: 3 clusters Score -512400.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -512409.468750 Penalty: 881.149841
	Iteration 69Q: 3 clusters Score -512409.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -512412.687500 Penalty: 881.149841
	Iteration 70Q: 3 clusters Score -512412.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -512414.406250 Penalty: 881.149841
	Iteration 71Q: 3 clusters Score -512414.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -512417.468750 Penalty: 881.149841
	Iteration 72Q: 3 clusters Score -512417.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -512417.250000 Penalty: 881.149841
	Iteration 73Q: 3 clusters Score -512417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -512422.312500 Penalty: 881.149841
	Iteration 74Q: 3 clusters Score -512422.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -512425.343750 Penalty: 881.149841
	Iteration 75Q: 3 clusters Score -512425.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -512428.625000 Penalty: 881.149841
	Iteration 76Q: 3 clusters Score -512428.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -512429.750000 Penalty: 881.149841
	Iteration 77Q: 3 clusters Score -512429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -512429.437500 Penalty: 881.149841
	Iteration 78Q: 3 clusters Score -512429.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -512430.968750 Penalty: 881.149841
	Iteration 79Q: 3 clusters Score -512431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -512432.437500 Penalty: 881.149841
	Iteration 80F: 3 clusters Score -512432.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -512433.656250 Penalty: 881.149841
	Iteration 81Q: 3 clusters Score -512433.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -512434.625000 Penalty: 881.149841
	Iteration 82Q: 3 clusters Score -512434.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -512437.093750 Penalty: 881.149841
	Iteration 83Q: 3 clusters Score -512437.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -512439.187500 Penalty: 881.149841
	Iteration 84Q: 3 clusters Score -512439.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -512442.562500 Penalty: 881.149841
	Iteration 85Q: 3 clusters Score -512442.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -512442.531250 Penalty: 881.149841
	Iteration 86Q: 3 clusters Score -512442.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -512445.281250 Penalty: 881.149841
	Iteration 87Q: 3 clusters Score -512445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -512445.250000 Penalty: 881.149841
	Iteration 88Q: 3 clusters Score -512445.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -512446.125000 Penalty: 881.149841
	Iteration 89Q: 3 clusters Score -512446.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -512448.281250 Penalty: 881.149841
	Iteration 90Q: 3 clusters Score -512448.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -512449.250000 Penalty: 881.149841
	Iteration 91Q: 3 clusters Score -512449.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -512452.781250 Penalty: 881.149841
	Iteration 92Q: 3 clusters Score -512452.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -512455.843750 Penalty: 881.149841
	Iteration 93Q: 3 clusters Score -512455.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -512457.968750 Penalty: 881.149841
	Iteration 94Q: 3 clusters Score -512458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -512459.562500 Penalty: 881.149841
	Iteration 95Q: 3 clusters Score -512459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -512459.500000 Penalty: 881.149841
	Iteration 96Q: 3 clusters Score -512459.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -512460.937500 Penalty: 881.149841
	Iteration 97Q: 3 clusters Score -512460.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -512461.250000 Penalty: 881.149841
	Iteration 98Q: 3 clusters Score -512461.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -512461.687500 Penalty: 881.149841
	Iteration 99Q: 3 clusters Score -512461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -512463.031250 Penalty: 881.149841
	Iteration 100F: 3 clusters Score -512463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -512463.312500 Penalty: 881.149841
	Iteration 101Q: 3 clusters Score -512463.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -512462.875000 Penalty: 881.149841
	Iteration 102Q: 3 clusters Score -512462.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -512463.218750 Penalty: 881.149841
	Iteration 103Q: 3 clusters Score -512463.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -512463.000000 Penalty: 881.149841
	Iteration 104Q: 3 clusters Score -512463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -512463.656250 Penalty: 881.149841
	Iteration 105Q: 3 clusters Score -512463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -512463.875000 Penalty: 881.149841
	Iteration 106Q: 3 clusters Score -512463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -512464.718750 Penalty: 881.149841
	Iteration 107Q: 3 clusters Score -512464.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -512464.406250 Penalty: 881.149841
	Iteration 108Q: 3 clusters Score -512464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -512465.031250 Penalty: 881.149841
	Iteration 109Q: 3 clusters Score -512465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -512464.500000 Penalty: 881.149841
	Iteration 110Q: 3 clusters Score -512464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -512465.500000 Penalty: 881.149841
	Iteration 111Q: 3 clusters Score -512465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -512465.343750 Penalty: 881.149841
	Iteration 112Q: 3 clusters Score -512465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -512466.937500 Penalty: 881.149841
	Iteration 113Q: 3 clusters Score -512466.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -512466.531250 Penalty: 881.149841
	Iteration 114Q: 3 clusters Score -512466.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -512466.312500 Penalty: 881.149841
	Iteration 115Q: 3 clusters Score -512466.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -512466.312500 Penalty: 881.149841
	Iteration 116F: 3 clusters Score -512466.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Entering Unmasked Estep 
Score: -775489.312500 Penalty: 459.304474
	Iteration 0F: 2 clusters Score -775489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -759269.125000 Penalty: 918.608948
	Iteration 0F: 3 clusters Score -759269.1 nChanged 11562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -766542.375000 Penalty: 918.608948
	Iteration 1F: 3 clusters Score -766542.4 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -767907.312500 Penalty: 918.608948
	Iteration 2F: 3 clusters Score -767907.3 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -770003.062500 Penalty: 918.608948
	Iteration 3F: 3 clusters Score -770003.1 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -772433.625000 Penalty: 918.608948
	Iteration 4F: 3 clusters Score -772433.6 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -774054.500000 Penalty: 918.608948
	Iteration 5F: 3 clusters Score -774054.5 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -774744.875000 Penalty: 918.608948
	Iteration 6Q: 3 clusters Score -774744.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -774990.687500 Penalty: 918.608948
	Iteration 7Q: 3 clusters Score -774990.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -775076.437500 Penalty: 918.608948
	Iteration 8Q: 3 clusters Score -775076.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -775111.750000 Penalty: 918.608948
	Iteration 9Q: 3 clusters Score -775111.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -775130.937500 Penalty: 918.608948
	Iteration 10Q: 3 clusters Score -775130.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -775137.250000 Penalty: 918.608948
	Iteration 11Q: 3 clusters Score -775137.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -775146.625000 Penalty: 918.608948
	Iteration 12Q: 3 clusters Score -775146.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -775154.062500 Penalty: 918.608948
	Iteration 13Q: 3 clusters Score -775154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -775158.750000 Penalty: 918.608948
	Iteration 14Q: 3 clusters Score -775158.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -775163.437500 Penalty: 918.608948
	Iteration 15Q: 3 clusters Score -775163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -775164.375000 Penalty: 918.608948
	Iteration 16Q: 3 clusters Score -775164.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -775167.187500 Penalty: 918.608948
	Iteration 17Q: 3 clusters Score -775167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -775168.062500 Penalty: 918.608948
	Iteration 18Q: 3 clusters Score -775168.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -775169.312500 Penalty: 918.608948
	Iteration 19Q: 3 clusters Score -775169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -775170.312500 Penalty: 918.608948
	Iteration 20F: 3 clusters Score -775170.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -775172.375000 Penalty: 918.608948
	Iteration 21Q: 3 clusters Score -775172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -775174.500000 Penalty: 918.608948
	Iteration 22Q: 3 clusters Score -775174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -775178.125000 Penalty: 918.608948
	Iteration 23Q: 3 clusters Score -775178.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -775184.625000 Penalty: 918.608948
	Iteration 24Q: 3 clusters Score -775184.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -775189.875000 Penalty: 918.608948
	Iteration 25Q: 3 clusters Score -775189.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -775195.312500 Penalty: 918.608948
	Iteration 26Q: 3 clusters Score -775195.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -775199.875000 Penalty: 918.608948
	Iteration 27Q: 3 clusters Score -775199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -775203.750000 Penalty: 918.608948
	Iteration 28Q: 3 clusters Score -775203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -775207.625000 Penalty: 918.608948
	Iteration 29Q: 3 clusters Score -775207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -775209.062500 Penalty: 918.608948
	Iteration 30Q: 3 clusters Score -775209.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -775210.875000 Penalty: 918.608948
	Iteration 31Q: 3 clusters Score -775210.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -775212.812500 Penalty: 918.608948
	Iteration 32Q: 3 clusters Score -775212.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -775214.687500 Penalty: 918.608948
	Iteration 33Q: 3 clusters Score -775214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -775217.562500 Penalty: 918.608948
	Iteration 34Q: 3 clusters Score -775217.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -775216.625000 Penalty: 918.608948
	Iteration 35Q: 3 clusters Score -775216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -775218.875000 Penalty: 918.608948
	Iteration 36Q: 3 clusters Score -775218.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -775220.437500 Penalty: 918.608948
	Iteration 37Q: 3 clusters Score -775220.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -775220.687500 Penalty: 918.608948
	Iteration 38Q: 3 clusters Score -775220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -775222.687500 Penalty: 918.608948
	Iteration 39Q: 3 clusters Score -775222.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -775222.625000 Penalty: 918.608948
	Iteration 40F: 3 clusters Score -775222.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -775223.062500 Penalty: 918.608948
	Iteration 41Q: 3 clusters Score -775223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -775226.312500 Penalty: 918.608948
	Iteration 42Q: 3 clusters Score -775226.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -775227.625000 Penalty: 918.608948
	Iteration 43Q: 3 clusters Score -775227.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -775228.937500 Penalty: 918.608948
	Iteration 44Q: 3 clusters Score -775228.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -775230.375000 Penalty: 918.608948
	Iteration 45Q: 3 clusters Score -775230.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -775235.000000 Penalty: 918.608948
	Iteration 46Q: 3 clusters Score -775235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -775243.125000 Penalty: 918.608948
	Iteration 47Q: 3 clusters Score -775243.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -775249.687500 Penalty: 918.608948
	Iteration 48Q: 3 clusters Score -775249.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -775252.500000 Penalty: 918.608948
	Iteration 49Q: 3 clusters Score -775252.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -775255.875000 Penalty: 918.608948
	Iteration 50Q: 3 clusters Score -775255.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -775260.937500 Penalty: 918.608948
	Iteration 51Q: 3 clusters Score -775260.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -775265.437500 Penalty: 918.608948
	Iteration 52Q: 3 clusters Score -775265.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -775272.562500 Penalty: 918.608948
	Iteration 53Q: 3 clusters Score -775272.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -775280.125000 Penalty: 918.608948
	Iteration 54Q: 3 clusters Score -775280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -775284.312500 Penalty: 918.608948
	Iteration 55Q: 3 clusters Score -775284.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -775288.062500 Penalty: 918.608948
	Iteration 56Q: 3 clusters Score -775288.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -775291.062500 Penalty: 918.608948
	Iteration 57Q: 3 clusters Score -775291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -775293.625000 Penalty: 918.608948
	Iteration 58Q: 3 clusters Score -775293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -775296.312500 Penalty: 918.608948
	Iteration 59Q: 3 clusters Score -775296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -775296.125000 Penalty: 918.608948
	Iteration 60F: 3 clusters Score -775296.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -775298.250000 Penalty: 918.608948
	Iteration 61Q: 3 clusters Score -775298.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -775299.812500 Penalty: 918.608948
	Iteration 62Q: 3 clusters Score -775299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -775302.250000 Penalty: 918.608948
	Iteration 63Q: 3 clusters Score -775302.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -775302.812500 Penalty: 918.608948
	Iteration 64Q: 3 clusters Score -775302.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -775306.750000 Penalty: 918.608948
	Iteration 65Q: 3 clusters Score -775306.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -775311.062500 Penalty: 918.608948
	Iteration 66Q: 3 clusters Score -775311.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -775314.062500 Penalty: 918.608948
	Iteration 67Q: 3 clusters Score -775314.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -775316.750000 Penalty: 918.608948
	Iteration 68Q: 3 clusters Score -775316.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -775317.812500 Penalty: 918.608948
	Iteration 69Q: 3 clusters Score -775317.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -775321.687500 Penalty: 918.608948
	Iteration 70Q: 3 clusters Score -775321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -775324.687500 Penalty: 918.608948
	Iteration 71Q: 3 clusters Score -775324.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -775326.062500 Penalty: 918.608948
	Iteration 72Q: 3 clusters Score -775326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -775327.625000 Penalty: 918.608948
	Iteration 73Q: 3 clusters Score -775327.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -775326.625000 Penalty: 918.608948
	Iteration 74Q: 3 clusters Score -775326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -775327.312500 Penalty: 918.608948
	Iteration 75Q: 3 clusters Score -775327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -775328.125000 Penalty: 918.608948
	Iteration 76Q: 3 clusters Score -775328.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -775331.000000 Penalty: 918.608948
	Iteration 77Q: 3 clusters Score -775331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -775331.187500 Penalty: 918.608948
	Iteration 78Q: 3 clusters Score -775331.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -775333.562500 Penalty: 918.608948
	Iteration 79Q: 3 clusters Score -775333.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -775335.187500 Penalty: 918.608948
	Iteration 80F: 3 clusters Score -775335.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -775336.187500 Penalty: 918.608948
	Iteration 81Q: 3 clusters Score -775336.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -775339.375000 Penalty: 918.608948
	Iteration 82Q: 3 clusters Score -775339.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -775341.125000 Penalty: 918.608948
	Iteration 83Q: 3 clusters Score -775341.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -775341.312500 Penalty: 918.608948
	Iteration 84Q: 3 clusters Score -775341.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -775342.937500 Penalty: 918.608948
	Iteration 85Q: 3 clusters Score -775342.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -775344.562500 Penalty: 918.608948
	Iteration 86Q: 3 clusters Score -775344.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -775346.125000 Penalty: 918.608948
	Iteration 87Q: 3 clusters Score -775346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -775350.500000 Penalty: 918.608948
	Iteration 88Q: 3 clusters Score -775350.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -775351.687500 Penalty: 918.608948
	Iteration 89Q: 3 clusters Score -775351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -775352.500000 Penalty: 918.608948
	Iteration 90Q: 3 clusters Score -775352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -775352.625000 Penalty: 918.608948
	Iteration 91Q: 3 clusters Score -775352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -775352.625000 Penalty: 918.608948
	Iteration 92F: 3 clusters Score -775352.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19297 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1713 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226805 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362008 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16042 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496056.000000 Penalty: 11667.719727
Iteration 159Q: 20 clusters Score -2.149606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47186 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226809 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362006 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16040 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496058.000000 Penalty: 11667.719727
Iteration 160F: 20 clusters Score -2.149606e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19298 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47187 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226812 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362003 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16040 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496076.000000 Penalty: 11667.719727
Iteration 161Q: 20 clusters Score -2.149608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19295 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47189 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226813 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362003 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16040 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496072.000000 Penalty: 11667.719727
Iteration 162Q: 20 clusters Score -2.149607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19292 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47191 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226815 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362003 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16039 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496086.000000 Penalty: 11667.719727
Iteration 163Q: 20 clusters Score -2.149609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19291 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47193 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226817 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362002 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496076.000000 Penalty: 11667.719727
Iteration 164Q: 20 clusters Score -2.149608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19290 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47195 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226818 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362001 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496072.000000 Penalty: 11667.719727
Iteration 165Q: 20 clusters Score -2.149607e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47197 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226816 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362002 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496062.000000 Penalty: 11667.719727
Iteration 166Q: 20 clusters Score -2.149606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226814 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362002 members 
Mstep: Class 16 contains 1883 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496066.000000 Penalty: 11667.719727
Iteration 167Q: 20 clusters Score -2.149607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226815 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362002 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496066.000000 Penalty: 11667.719727
Iteration 168Q: 20 clusters Score -2.149607e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 2763 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 2271 members 
Mstep: Class 7 contains 354 members 
Mstep: Class 8 contains 847 members 
Mstep: Class 9 contains 2057 members 
Mstep: Class 10 contains 1712 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 2485 members 
Mstep: Class 13 contains 226815 members 
Mstep: Class 14 contains 2305 members 
Mstep: Class 15 contains 362002 members 
Mstep: Class 16 contains 1882 members 
Mstep: Class 19 contains 2770 members 
Mstep: Class 22 contains 16038 members 
Mstep: Class 23 contains 24212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21496066.000000 Penalty: 11667.719727
Iteration 169F: 20 clusters Score -2.149607e+07 nChanged 0
Entering ConstructFrom: 
Score: -21496066.000000 Penalty: 11667.719727
Entering ConstructFrom: 
Trying to split cluster 1 (5786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Entering Unmasked Estep 
Score: -168336.687500 Penalty: 394.175446
	Iteration 0F: 2 clusters Score -168336.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -164489.593750 Penalty: 788.350891
	Iteration 0F: 3 clusters Score -164489.6 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -165893.109375 Penalty: 788.350891
	Iteration 1F: 3 clusters Score -165893.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -165999.218750 Penalty: 788.350891
	Iteration 2Q: 3 clusters Score -165999.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -166112.484375 Penalty: 788.350891
	Iteration 3Q: 3 clusters Score -166112.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -166255.578125 Penalty: 788.350891
	Iteration 4Q: 3 clusters Score -166255.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -166437.187500 Penalty: 788.350891
	Iteration 5F: 3 clusters Score -166437.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -166673.531250 Penalty: 788.350891
	Iteration 6F: 3 clusters Score -166673.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -166934.250000 Penalty: 788.350891
	Iteration 7F: 3 clusters Score -166934.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -167166.625000 Penalty: 788.350891
	Iteration 8F: 3 clusters Score -167166.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -167342.578125 Penalty: 788.350891
	Iteration 9Q: 3 clusters Score -167342.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -167467.718750 Penalty: 788.350891
	Iteration 10Q: 3 clusters Score -167467.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -167573.265625 Penalty: 788.350891
	Iteration 11Q: 3 clusters Score -167573.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -167649.843750 Penalty: 788.350891
	Iteration 12Q: 3 clusters Score -167649.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -167706.296875 Penalty: 788.350891
	Iteration 13Q: 3 clusters Score -167706.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -167750.781250 Penalty: 788.350891
	Iteration 14Q: 3 clusters Score -167750.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -167802.671875 Penalty: 788.350891
	Iteration 15Q: 3 clusters Score -167802.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -167854.062500 Penalty: 788.350891
	Iteration 16Q: 3 clusters Score -167854.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -167882.187500 Penalty: 788.350891
	Iteration 17Q: 3 clusters Score -167882.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -167897.515625 Penalty: 788.350891
	Iteration 18Q: 3 clusters Score -167897.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -167915.421875 Penalty: 788.350891
	Iteration 19Q: 3 clusters Score -167915.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -167934.703125 Penalty: 788.350891
	Iteration 20F: 3 clusters Score -167934.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -167948.734375 Penalty: 788.350891
	Iteration 21Q: 3 clusters Score -167948.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -167962.484375 Penalty: 788.350891
	Iteration 22Q: 3 clusters Score -167962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -167969.343750 Penalty: 788.350891
	Iteration 23Q: 3 clusters Score -167969.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -167973.359375 Penalty: 788.350891
	Iteration 24Q: 3 clusters Score -167973.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -167976.000000 Penalty: 788.350891
	Iteration 25Q: 3 clusters Score -167976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -167977.718750 Penalty: 788.350891
	Iteration 26Q: 3 clusters Score -167977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -167978.984375 Penalty: 788.350891
	Iteration 27Q: 3 clusters Score -167979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -167979.218750 Penalty: 788.350891
	Iteration 28Q: 3 clusters Score -167979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -167979.218750 Penalty: 788.350891
	Iteration 29F: 3 clusters Score -167979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -43617.734375 Penalty: 336.505310
	Iteration 0F: 2 clusters Score -43617.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -42414.339844 Penalty: 673.010620
	Iteration 0F: 3 clusters Score -42414.34 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -42847.144531 Penalty: 673.010620
	Iteration 1F: 3 clusters Score -42847.14 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -42925.226562 Penalty: 673.010620
	Iteration 2F: 3 clusters Score -42925.23 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -42978.316406 Penalty: 673.010620
	Iteration 3F: 3 clusters Score -42978.32 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -43035.800781 Penalty: 673.010620
	Iteration 4Q: 3 clusters Score -43035.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -43093.644531 Penalty: 673.010620
	Iteration 5Q: 3 clusters Score -43093.64 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -43134.851562 Penalty: 673.010620
	Iteration 6Q: 3 clusters Score -43134.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -43182.898438 Penalty: 673.010620
	Iteration 7Q: 3 clusters Score -43182.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -43229.011719 Penalty: 673.010620
	Iteration 8Q: 3 clusters Score -43229.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -43265.324219 Penalty: 673.010620
	Iteration 9Q: 3 clusters Score -43265.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -43281.394531 Penalty: 673.010620
	Iteration 10Q: 3 clusters Score -43281.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43293.820312 Penalty: 673.010620
	Iteration 11Q: 3 clusters Score -43293.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -43304.550781 Penalty: 673.010620
	Iteration 12Q: 3 clusters Score -43304.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -43308.492188 Penalty: 673.010620
	Iteration 13Q: 3 clusters Score -43308.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -43310.984375 Penalty: 673.010620
	Iteration 14Q: 3 clusters Score -43310.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -43314.843750 Penalty: 673.010620
	Iteration 15Q: 3 clusters Score -43314.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43317.656250 Penalty: 673.010620
	Iteration 16Q: 3 clusters Score -43317.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -43320.062500 Penalty: 673.010620
	Iteration 17Q: 3 clusters Score -43320.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -43323.589844 Penalty: 673.010620
	Iteration 18Q: 3 clusters Score -43323.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -43326.691406 Penalty: 673.010620
	Iteration 19Q: 3 clusters Score -43326.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -43333.863281 Penalty: 673.010620
	Iteration 20F: 3 clusters Score -43333.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43341.191406 Penalty: 673.010620
	Iteration 21Q: 3 clusters Score -43341.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -43346.335938 Penalty: 673.010620
	Iteration 22Q: 3 clusters Score -43346.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43349.117188 Penalty: 673.010620
	Iteration 23Q: 3 clusters Score -43349.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -43354.105469 Penalty: 673.010620
	Iteration 24Q: 3 clusters Score -43354.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -43358.730469 Penalty: 673.010620
	Iteration 25Q: 3 clusters Score -43358.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43362.238281 Penalty: 673.010620
	Iteration 26Q: 3 clusters Score -43362.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43363.519531 Penalty: 673.010620
	Iteration 27Q: 3 clusters Score -43363.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -43363.742188 Penalty: 673.010620
	Iteration 28Q: 3 clusters Score -43363.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43363.886719 Penalty: 673.010620
	Iteration 29Q: 3 clusters Score -43363.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -43363.886719 Penalty: 673.010620
	Iteration 30F: 3 clusters Score -43363.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Entering Unmasked Estep 
Score: -152889.671875 Penalty: 381.983948
	Iteration 0F: 2 clusters Score -152889.7 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 2223 members 
Entering Unmasked Estep 
Score: -149836.390625 Penalty: 763.967896
	Iteration 0F: 3 clusters Score -149836.4 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -151073.312500 Penalty: 763.967896
	Iteration 1F: 3 clusters Score -151073.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -151252.390625 Penalty: 763.967896
	Iteration 2F: 3 clusters Score -151252.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -151479.031250 Penalty: 763.967896
	Iteration 3F: 3 clusters Score -151479 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -151758.687500 Penalty: 763.967896
	Iteration 4F: 3 clusters Score -151758.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -152022.109375 Penalty: 763.967896
	Iteration 5F: 3 clusters Score -152022.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -152236.781250 Penalty: 763.967896
	Iteration 6F: 3 clusters Score -152236.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -152353.375000 Penalty: 763.967896
	Iteration 7Q: 3 clusters Score -152353.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -152401.031250 Penalty: 763.967896
	Iteration 8Q: 3 clusters Score -152401 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -152430.531250 Penalty: 763.967896
	Iteration 9Q: 3 clusters Score -152430.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -152461.531250 Penalty: 763.967896
	Iteration 10Q: 3 clusters Score -152461.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -152489.625000 Penalty: 763.967896
	Iteration 11Q: 3 clusters Score -152489.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -152513.531250 Penalty: 763.967896
	Iteration 12Q: 3 clusters Score -152513.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -152528.765625 Penalty: 763.967896
	Iteration 13Q: 3 clusters Score -152528.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -152539.359375 Penalty: 763.967896
	Iteration 14Q: 3 clusters Score -152539.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -152546.453125 Penalty: 763.967896
	Iteration 15Q: 3 clusters Score -152546.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -152553.484375 Penalty: 763.967896
	Iteration 16Q: 3 clusters Score -152553.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -152561.968750 Penalty: 763.967896
	Iteration 17Q: 3 clusters Score -152562 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -152566.906250 Penalty: 763.967896
	Iteration 18Q: 3 clusters Score -152566.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -152572.218750 Penalty: 763.967896
	Iteration 19Q: 3 clusters Score -152572.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -152577.515625 Penalty: 763.967896
	Iteration 20F: 3 clusters Score -152577.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -152579.468750 Penalty: 763.967896
	Iteration 21Q: 3 clusters Score -152579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -152581.093750 Penalty: 763.967896
	Iteration 22Q: 3 clusters Score -152581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -152582.515625 Penalty: 763.967896
	Iteration 23Q: 3 clusters Score -152582.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -152584.265625 Penalty: 763.967896
	Iteration 24Q: 3 clusters Score -152584.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -152586.000000 Penalty: 763.967896
	Iteration 25Q: 3 clusters Score -152586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -152587.125000 Penalty: 763.967896
	Iteration 26Q: 3 clusters Score -152587.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -152587.703125 Penalty: 763.967896
	Iteration 27Q: 3 clusters Score -152587.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -152588.406250 Penalty: 763.967896
	Iteration 28Q: 3 clusters Score -152588.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -152588.906250 Penalty: 763.967896
	Iteration 29Q: 3 clusters Score -152588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -152588.890625 Penalty: 763.967896
	Iteration 30Q: 3 clusters Score -152588.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -152589.515625 Penalty: 763.967896
	Iteration 31Q: 3 clusters Score -152589.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -152589.515625 Penalty: 763.967896
	Iteration 32F: 3 clusters Score -152589.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -93826.914062 Penalty: 360.545288
	Iteration 0F: 2 clusters Score -93826.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -91869.015625 Penalty: 721.090576
	Iteration 0F: 3 clusters Score -91869.02 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -92550.789062 Penalty: 721.090576
	Iteration 1F: 3 clusters Score -92550.79 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -92655.093750 Penalty: 721.090576
	Iteration 2F: 3 clusters Score -92655.09 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -92754.312500 Penalty: 721.090576
	Iteration 3F: 3 clusters Score -92754.31 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -92854.367188 Penalty: 721.090576
	Iteration 4F: 3 clusters Score -92854.37 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92965.828125 Penalty: 721.090576
	Iteration 5Q: 3 clusters Score -92965.83 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93081.929688 Penalty: 721.090576
	Iteration 6Q: 3 clusters Score -93081.93 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -93203.914062 Penalty: 721.090576
	Iteration 7Q: 3 clusters Score -93203.91 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -93314.109375 Penalty: 721.090576
	Iteration 8Q: 3 clusters Score -93314.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -93379.898438 Penalty: 721.090576
	Iteration 9Q: 3 clusters Score -93379.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -93418.906250 Penalty: 721.090576
	Iteration 10Q: 3 clusters Score -93418.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -93445.828125 Penalty: 721.090576
	Iteration 11Q: 3 clusters Score -93445.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -93462.250000 Penalty: 721.090576
	Iteration 12Q: 3 clusters Score -93462.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -93475.703125 Penalty: 721.090576
	Iteration 13Q: 3 clusters Score -93475.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -93485.601562 Penalty: 721.090576
	Iteration 14Q: 3 clusters Score -93485.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -93494.218750 Penalty: 721.090576
	Iteration 15Q: 3 clusters Score -93494.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -93500.914062 Penalty: 721.090576
	Iteration 16Q: 3 clusters Score -93500.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -93503.281250 Penalty: 721.090576
	Iteration 17Q: 3 clusters Score -93503.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -93503.281250 Penalty: 721.090576
	Iteration 18F: 3 clusters Score -93503.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Entering Unmasked Estep 
Score: -569868.625000 Penalty: 448.961731
	Iteration 0F: 2 clusters Score -569868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -557162.000000 Penalty: 897.923462
	Iteration 0F: 3 clusters Score -557162 nChanged 9132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -562646.562500 Penalty: 897.923462
	Iteration 1F: 3 clusters Score -562646.6 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -562958.687500 Penalty: 897.923462
	Iteration 2Q: 3 clusters Score -562958.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -563303.250000 Penalty: 897.923462
	Iteration 3Q: 3 clusters Score -563303.2 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -563780.937500 Penalty: 897.923462
	Iteration 4Q: 3 clusters Score -563780.9 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -564515.625000 Penalty: 897.923462
	Iteration 5F: 3 clusters Score -564515.6 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -565405.437500 Penalty: 897.923462
	Iteration 6F: 3 clusters Score -565405.4 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -566091.750000 Penalty: 897.923462
	Iteration 7F: 3 clusters Score -566091.8 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -566430.750000 Penalty: 897.923462
	Iteration 8Q: 3 clusters Score -566430.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -566592.437500 Penalty: 897.923462
	Iteration 9Q: 3 clusters Score -566592.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -566700.437500 Penalty: 897.923462
	Iteration 10Q: 3 clusters Score -566700.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -566813.625000 Penalty: 897.923462
	Iteration 11Q: 3 clusters Score -566813.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -566947.250000 Penalty: 897.923462
	Iteration 12Q: 3 clusters Score -566947.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -567092.875000 Penalty: 897.923462
	Iteration 13Q: 3 clusters Score -567092.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -567239.937500 Penalty: 897.923462
	Iteration 14Q: 3 clusters Score -567239.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -567406.750000 Penalty: 897.923462
	Iteration 15Q: 3 clusters Score -567406.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -567571.000000 Penalty: 897.923462
	Iteration 16Q: 3 clusters Score -567571 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -567737.125000 Penalty: 897.923462
	Iteration 17Q: 3 clusters Score -567737.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -567897.125000 Penalty: 897.923462
	Iteration 18Q: 3 clusters Score -567897.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -568054.937500 Penalty: 897.923462
	Iteration 19Q: 3 clusters Score -568054.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -568248.500000 Penalty: 897.923462
	Iteration 20F: 3 clusters Score -568248.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -568437.375000 Penalty: 897.923462
	Iteration 21Q: 3 clusters Score -568437.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -568628.375000 Penalty: 897.923462
	Iteration 22Q: 3 clusters Score -568628.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -568802.125000 Penalty: 897.923462
	Iteration 23Q: 3 clusters Score -568802.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -568946.312500 Penalty: 897.923462
	Iteration 24Q: 3 clusters Score -568946.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -569063.500000 Penalty: 897.923462
	Iteration 25Q: 3 clusters Score -569063.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -569185.062500 Penalty: 897.923462
	Iteration 26Q: 3 clusters Score -569185.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -569276.437500 Penalty: 897.923462
	Iteration 27Q: 3 clusters Score -569276.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -569334.125000 Penalty: 897.923462
	Iteration 28Q: 3 clusters Score -569334.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -569385.812500 Penalty: 897.923462
	Iteration 29Q: 3 clusters Score -569385.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -569423.687500 Penalty: 897.923462
	Iteration 30Q: 3 clusters Score -569423.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -569453.187500 Penalty: 897.923462
	Iteration 31Q: 3 clusters Score -569453.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -569468.812500 Penalty: 897.923462
	Iteration 32Q: 3 clusters Score -569468.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -569477.125000 Penalty: 897.923462
	Iteration 33Q: 3 clusters Score -569477.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -569484.187500 Penalty: 897.923462
	Iteration 34Q: 3 clusters Score -569484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -569486.312500 Penalty: 897.923462
	Iteration 35Q: 3 clusters Score -569486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -569488.812500 Penalty: 897.923462
	Iteration 36Q: 3 clusters Score -569488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -569491.750000 Penalty: 897.923462
	Iteration 37Q: 3 clusters Score -569491.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -569496.500000 Penalty: 897.923462
	Iteration 38Q: 3 clusters Score -569496.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -569500.312500 Penalty: 897.923462
	Iteration 39Q: 3 clusters Score -569500.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -569502.625000 Penalty: 897.923462
	Iteration 40F: 3 clusters Score -569502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -569505.437500 Penalty: 897.923462
	Iteration 41Q: 3 clusters Score -569505.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -569512.125000 Penalty: 897.923462
	Iteration 42Q: 3 clusters Score -569512.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -569514.312500 Penalty: 897.923462
	Iteration 43Q: 3 clusters Score -569514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -569514.312500 Penalty: 897.923462
	Iteration 44F: 3 clusters Score -569514.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Entering Unmasked Estep 
Score: -74018.398438 Penalty: 351.622894
	Iteration 0F: 2 clusters Score -74018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -72457.007812 Penalty: 703.245789
	Iteration 0F: 3 clusters Score -72457.01 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -73098.664062 Penalty: 703.245789
	Iteration 1F: 3 clusters Score -73098.66 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -73306.835938 Penalty: 703.245789
	Iteration 2F: 3 clusters Score -73306.84 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -73505.914062 Penalty: 703.245789
	Iteration 3F: 3 clusters Score -73505.91 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -73667.835938 Penalty: 703.245789
	Iteration 4F: 3 clusters Score -73667.84 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -73771.054688 Penalty: 703.245789
	Iteration 5F: 3 clusters Score -73771.05 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -73824.210938 Penalty: 703.245789
	Iteration 6Q: 3 clusters Score -73824.21 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -73860.906250 Penalty: 703.245789
	Iteration 7Q: 3 clusters Score -73860.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -73876.664062 Penalty: 703.245789
	Iteration 8Q: 3 clusters Score -73876.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -73887.281250 Penalty: 703.245789
	Iteration 9Q: 3 clusters Score -73887.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -73892.445312 Penalty: 703.245789
	Iteration 10Q: 3 clusters Score -73892.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -73894.976562 Penalty: 703.245789
	Iteration 11Q: 3 clusters Score -73894.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -73896.640625 Penalty: 703.245789
	Iteration 12Q: 3 clusters Score -73896.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -73898.453125 Penalty: 703.245789
	Iteration 13Q: 3 clusters Score -73898.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -73900.171875 Penalty: 703.245789
	Iteration 14Q: 3 clusters Score -73900.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -73902.906250 Penalty: 703.245789
	Iteration 15Q: 3 clusters Score -73902.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -73906.242188 Penalty: 703.245789
	Iteration 16Q: 3 clusters Score -73906.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -73908.640625 Penalty: 703.245789
	Iteration 17Q: 3 clusters Score -73908.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -73909.210938 Penalty: 703.245789
	Iteration 18Q: 3 clusters Score -73909.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -73909.210938 Penalty: 703.245789
	Iteration 19F: 3 clusters Score -73909.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Entering Unmasked Estep 
Score: -8401.870117 Penalty: 267.053009
	Iteration 0F: 2 clusters Score -8401.87 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 191 members 
Entering Unmasked Estep 
Score: -8020.753906 Penalty: 534.106018
	Iteration 0F: 3 clusters Score -8020.754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8149.774902 Penalty: 534.106018
	Iteration 1F: 3 clusters Score -8149.775 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8173.157715 Penalty: 534.106018
	Iteration 2F: 3 clusters Score -8173.158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8191.314453 Penalty: 534.106018
	Iteration 3Q: 3 clusters Score -8191.314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8205.931641 Penalty: 534.106018
	Iteration 4Q: 3 clusters Score -8205.932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8219.291992 Penalty: 534.106018
	Iteration 5Q: 3 clusters Score -8219.292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8232.853516 Penalty: 534.106018
	Iteration 6Q: 3 clusters Score -8232.854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8244.276367 Penalty: 534.106018
	Iteration 7Q: 3 clusters Score -8244.276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8252.645508 Penalty: 534.106018
	Iteration 8Q: 3 clusters Score -8252.646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8258.000000 Penalty: 534.106018
	Iteration 9Q: 3 clusters Score -8258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8262.440430 Penalty: 534.106018
	Iteration 10Q: 3 clusters Score -8262.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8267.707031 Penalty: 534.106018
	Iteration 11Q: 3 clusters Score -8267.707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8269.938477 Penalty: 534.106018
	Iteration 12Q: 3 clusters Score -8269.938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8270.542969 Penalty: 534.106018
	Iteration 13Q: 3 clusters Score -8270.543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8273.346680 Penalty: 534.106018
	Iteration 14Q: 3 clusters Score -8273.347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8273.346680 Penalty: 534.106018
	Iteration 15F: 3 clusters Score -8273.347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Entering Unmasked Estep 
Score: -26051.880859 Penalty: 306.747375
	Iteration 0F: 2 clusters Score -26051.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -25360.832031 Penalty: 613.494751
	Iteration 0F: 3 clusters Score -25360.83 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -25535.046875 Penalty: 613.494751
	Iteration 1F: 3 clusters Score -25535.05 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -25561.978516 Penalty: 613.494751
	Iteration 2F: 3 clusters Score -25561.98 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -25584.363281 Penalty: 613.494751
	Iteration 3Q: 3 clusters Score -25584.36 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -25596.777344 Penalty: 613.494751
	Iteration 4Q: 3 clusters Score -25596.78 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -25611.681641 Penalty: 613.494751
	Iteration 5Q: 3 clusters Score -25611.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -25625.822266 Penalty: 613.494751
	Iteration 6Q: 3 clusters Score -25625.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -25643.419922 Penalty: 613.494751
	Iteration 7Q: 3 clusters Score -25643.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -25666.394531 Penalty: 613.494751
	Iteration 8Q: 3 clusters Score -25666.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -25692.406250 Penalty: 613.494751
	Iteration 9Q: 3 clusters Score -25692.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -25713.333984 Penalty: 613.494751
	Iteration 10Q: 3 clusters Score -25713.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -25718.507812 Penalty: 613.494751
	Iteration 11Q: 3 clusters Score -25718.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -25724.281250 Penalty: 613.494751
	Iteration 12Q: 3 clusters Score -25724.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -25729.048828 Penalty: 613.494751
	Iteration 13Q: 3 clusters Score -25729.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25730.923828 Penalty: 613.494751
	Iteration 14Q: 3 clusters Score -25730.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25733.898438 Penalty: 613.494751
	Iteration 15Q: 3 clusters Score -25733.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -25735.175781 Penalty: 613.494751
	Iteration 16Q: 3 clusters Score -25735.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25736.269531 Penalty: 613.494751
	Iteration 17Q: 3 clusters Score -25736.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25736.589844 Penalty: 613.494751
	Iteration 18Q: 3 clusters Score -25736.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -25736.589844 Penalty: 613.494751
	Iteration 19F: 3 clusters Score -25736.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -58000.570312 Penalty: 347.119690
	Iteration 0F: 2 clusters Score -58000.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -56489.242188 Penalty: 694.239380
	Iteration 0F: 3 clusters Score -56489.24 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -56991.378906 Penalty: 694.239380
	Iteration 1F: 3 clusters Score -56991.38 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -57070.996094 Penalty: 694.239380
	Iteration 2F: 3 clusters Score -57071 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -57149.031250 Penalty: 694.239380
	Iteration 3F: 3 clusters Score -57149.03 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -57215.839844 Penalty: 694.239380
	Iteration 4Q: 3 clusters Score -57215.84 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -57282.363281 Penalty: 694.239380
	Iteration 5Q: 3 clusters Score -57282.36 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -57358.343750 Penalty: 694.239380
	Iteration 6Q: 3 clusters Score -57358.34 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -57425.945312 Penalty: 694.239380
	Iteration 7Q: 3 clusters Score -57425.95 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -57497.437500 Penalty: 694.239380
	Iteration 8Q: 3 clusters Score -57497.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -57556.992188 Penalty: 694.239380
	Iteration 9Q: 3 clusters Score -57556.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -57588.789062 Penalty: 694.239380
	Iteration 10Q: 3 clusters Score -57588.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57617.003906 Penalty: 694.239380
	Iteration 11Q: 3 clusters Score -57617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -57632.445312 Penalty: 694.239380
	Iteration 12Q: 3 clusters Score -57632.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57648.503906 Penalty: 694.239380
	Iteration 13Q: 3 clusters Score -57648.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -57661.976562 Penalty: 694.239380
	Iteration 14Q: 3 clusters Score -57661.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -57676.839844 Penalty: 694.239380
	Iteration 15Q: 3 clusters Score -57676.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57684.066406 Penalty: 694.239380
	Iteration 16Q: 3 clusters Score -57684.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -57688.984375 Penalty: 694.239380
	Iteration 17Q: 3 clusters Score -57688.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57693.160156 Penalty: 694.239380
	Iteration 18Q: 3 clusters Score -57693.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57695.710938 Penalty: 694.239380
	Iteration 19Q: 3 clusters Score -57695.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57696.992188 Penalty: 694.239380
	Iteration 20F: 3 clusters Score -57696.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -57698.617188 Penalty: 694.239380
	Iteration 21Q: 3 clusters Score -57698.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57699.085938 Penalty: 694.239380
	Iteration 22Q: 3 clusters Score -57699.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -57699.085938 Penalty: 694.239380
	Iteration 23F: 3 clusters Score -57699.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Entering Unmasked Estep 
Score: -52163.015625 Penalty: 338.766479
	Iteration 0F: 2 clusters Score -52163.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -50900.722656 Penalty: 677.532959
	Iteration 0F: 3 clusters Score -50900.72 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -51237.574219 Penalty: 677.532959
	Iteration 1F: 3 clusters Score -51237.57 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -51301.406250 Penalty: 677.532959
	Iteration 2F: 3 clusters Score -51301.41 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -51344.011719 Penalty: 677.532959
	Iteration 3Q: 3 clusters Score -51344.01 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -51379.773438 Penalty: 677.532959
	Iteration 4Q: 3 clusters Score -51379.77 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -51421.910156 Penalty: 677.532959
	Iteration 5Q: 3 clusters Score -51421.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -51478.929688 Penalty: 677.532959
	Iteration 6Q: 3 clusters Score -51478.93 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -51518.910156 Penalty: 677.532959
	Iteration 7Q: 3 clusters Score -51518.91 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -51556.835938 Penalty: 677.532959
	Iteration 8Q: 3 clusters Score -51556.84 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -51588.980469 Penalty: 677.532959
	Iteration 9Q: 3 clusters Score -51588.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -51620.535156 Penalty: 677.532959
	Iteration 10Q: 3 clusters Score -51620.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -51649.101562 Penalty: 677.532959
	Iteration 11Q: 3 clusters Score -51649.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -51672.535156 Penalty: 677.532959
	Iteration 12Q: 3 clusters Score -51672.54 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -51698.730469 Penalty: 677.532959
	Iteration 13Q: 3 clusters Score -51698.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -51713.265625 Penalty: 677.532959
	Iteration 14Q: 3 clusters Score -51713.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -51723.730469 Penalty: 677.532959
	Iteration 15Q: 3 clusters Score -51723.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -51737.207031 Penalty: 677.532959
	Iteration 16Q: 3 clusters Score -51737.21 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -51749.789062 Penalty: 677.532959
	Iteration 17Q: 3 clusters Score -51749.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -51761.718750 Penalty: 677.532959
	Iteration 18Q: 3 clusters Score -51761.72 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -51777.542969 Penalty: 677.532959
	Iteration 19Q: 3 clusters Score -51777.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -51796.085938 Penalty: 677.532959
	Iteration 20F: 3 clusters Score -51796.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -51810.867188 Penalty: 677.532959
	Iteration 21Q: 3 clusters Score -51810.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -51825.421875 Penalty: 677.532959
	Iteration 22Q: 3 clusters Score -51825.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -51842.300781 Penalty: 677.532959
	Iteration 23Q: 3 clusters Score -51842.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -51857.156250 Penalty: 677.532959
	Iteration 24Q: 3 clusters Score -51857.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -51867.054688 Penalty: 677.532959
	Iteration 25Q: 3 clusters Score -51867.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51873.417969 Penalty: 677.532959
	Iteration 26Q: 3 clusters Score -51873.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -51878.226562 Penalty: 677.532959
	Iteration 27Q: 3 clusters Score -51878.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51883.226562 Penalty: 677.532959
	Iteration 28Q: 3 clusters Score -51883.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51889.367188 Penalty: 677.532959
	Iteration 29Q: 3 clusters Score -51889.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51892.539062 Penalty: 677.532959
	Iteration 30Q: 3 clusters Score -51892.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51893.808594 Penalty: 677.532959
	Iteration 31Q: 3 clusters Score -51893.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51894.941406 Penalty: 677.532959
	Iteration 32Q: 3 clusters Score -51894.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51898.664062 Penalty: 677.532959
	Iteration 33Q: 3 clusters Score -51898.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51902.953125 Penalty: 677.532959
	Iteration 34Q: 3 clusters Score -51902.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -51905.328125 Penalty: 677.532959
	Iteration 35Q: 3 clusters Score -51905.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -51909.824219 Penalty: 677.532959
	Iteration 36Q: 3 clusters Score -51909.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51918.917969 Penalty: 677.532959
	Iteration 37Q: 3 clusters Score -51918.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51933.742188 Penalty: 677.532959
	Iteration 38Q: 3 clusters Score -51933.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51947.968750 Penalty: 677.532959
	Iteration 39Q: 3 clusters Score -51947.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51954.742188 Penalty: 677.532959
	Iteration 40F: 3 clusters Score -51954.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51956.550781 Penalty: 677.532959
	Iteration 41Q: 3 clusters Score -51956.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -51959.902344 Penalty: 677.532959
	Iteration 42Q: 3 clusters Score -51959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51962.125000 Penalty: 677.532959
	Iteration 43Q: 3 clusters Score -51962.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51962.964844 Penalty: 677.532959
	Iteration 44Q: 3 clusters Score -51962.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51962.964844 Penalty: 677.532959
	Iteration 45F: 3 clusters Score -51962.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Entering Unmasked Estep 
Score: -1496933.875000 Penalty: 489.676819
	Iteration 0F: 2 clusters Score -1496934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -1465294.250000 Penalty: 979.353638
	Iteration 0F: 3 clusters Score -1465294 nChanged 22756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -1479847.125000 Penalty: 979.353638
	Iteration 1F: 3 clusters Score -1479847 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -1481670.750000 Penalty: 979.353638
	Iteration 2F: 3 clusters Score -1481671 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -1484676.875000 Penalty: 979.353638
	Iteration 3F: 3 clusters Score -1484677 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -1488278.500000 Penalty: 979.353638
	Iteration 4F: 3 clusters Score -1488278 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -1491257.250000 Penalty: 979.353638
	Iteration 5F: 3 clusters Score -1491257 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 41179 members 
Entering Unmasked Estep 
Score: -1492974.000000 Penalty: 979.353638
	Iteration 6Q: 3 clusters Score -1492974 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -1493815.125000 Penalty: 979.353638
	Iteration 7Q: 3 clusters Score -1493815 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -1494313.500000 Penalty: 979.353638
	Iteration 8Q: 3 clusters Score -1494314 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -1494712.625000 Penalty: 979.353638
	Iteration 9Q: 3 clusters Score -1494713 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -1495053.625000 Penalty: 979.353638
	Iteration 10Q: 3 clusters Score -1495054 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -1495352.500000 Penalty: 979.353638
	Iteration 11Q: 3 clusters Score -1495352 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -1495604.625000 Penalty: 979.353638
	Iteration 12Q: 3 clusters Score -1495605 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -1495836.500000 Penalty: 979.353638
	Iteration 13Q: 3 clusters Score -1495836 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -1496016.875000 Penalty: 979.353638
	Iteration 14Q: 3 clusters Score -1496017 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -1496181.375000 Penalty: 979.353638
	Iteration 15Q: 3 clusters Score -1496181 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -1496281.750000 Penalty: 979.353638
	Iteration 16Q: 3 clusters Score -1496282 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -1496355.750000 Penalty: 979.353638
	Iteration 17Q: 3 clusters Score -1496356 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -1496416.000000 Penalty: 979.353638
	Iteration 18Q: 3 clusters Score -1496416 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -1496460.375000 Penalty: 979.353638
	Iteration 19Q: 3 clusters Score -1496460 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -1496498.750000 Penalty: 979.353638
	Iteration 20F: 3 clusters Score -1496499 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -1496517.500000 Penalty: 979.353638
	Iteration 21Q: 3 clusters Score -1496518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46723 members 
Entering Unmasked Estep 
Score: -1496540.750000 Penalty: 979.353638
	Iteration 22Q: 3 clusters Score -1496541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -1496558.875000 Penalty: 979.353638
	Iteration 23Q: 3 clusters Score -1496559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46783 members 
Entering Unmasked Estep 
Score: -1496565.375000 Penalty: 979.353638
	Iteration 24Q: 3 clusters Score -1496565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -1496570.250000 Penalty: 979.353638
	Iteration 25Q: 3 clusters Score -1496570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -1496571.625000 Penalty: 979.353638
	Iteration 26Q: 3 clusters Score -1496572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -1496577.000000 Penalty: 979.353638
	Iteration 27Q: 3 clusters Score -1496577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -1496581.750000 Penalty: 979.353638
	Iteration 28Q: 3 clusters Score -1496582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46856 members 
Entering Unmasked Estep 
Score: -1496584.875000 Penalty: 979.353638
	Iteration 29Q: 3 clusters Score -1496585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -1496589.250000 Penalty: 979.353638
	Iteration 30Q: 3 clusters Score -1496589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -1496592.125000 Penalty: 979.353638
	Iteration 31Q: 3 clusters Score -1496592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -1496593.875000 Penalty: 979.353638
	Iteration 32Q: 3 clusters Score -1496594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 46889 members 
Entering Unmasked Estep 
Score: -1496594.500000 Penalty: 979.353638
	Iteration 33Q: 3 clusters Score -1496594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -1496594.625000 Penalty: 979.353638
	Iteration 34Q: 3 clusters Score -1496595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -1496596.000000 Penalty: 979.353638
	Iteration 35Q: 3 clusters Score -1496596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -1496596.000000 Penalty: 979.353638
	Iteration 36F: 3 clusters Score -1496596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -79088.859375 Penalty: 355.720276
	Iteration 0F: 2 clusters Score -79088.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -77336.796875 Penalty: 711.440552
	Iteration 0F: 3 clusters Score -77336.8 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -77918.257812 Penalty: 711.440552
	Iteration 1F: 3 clusters Score -77918.26 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -78026.382812 Penalty: 711.440552
	Iteration 2F: 3 clusters Score -78026.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -78145.968750 Penalty: 711.440552
	Iteration 3F: 3 clusters Score -78145.97 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -78278.390625 Penalty: 711.440552
	Iteration 4F: 3 clusters Score -78278.39 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -78417.421875 Penalty: 711.440552
	Iteration 5F: 3 clusters Score -78417.42 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -78526.460938 Penalty: 711.440552
	Iteration 6F: 3 clusters Score -78526.46 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -78594.718750 Penalty: 711.440552
	Iteration 7F: 3 clusters Score -78594.72 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -78646.296875 Penalty: 711.440552
	Iteration 8Q: 3 clusters Score -78646.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -78674.468750 Penalty: 711.440552
	Iteration 9Q: 3 clusters Score -78674.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -78689.812500 Penalty: 711.440552
	Iteration 10Q: 3 clusters Score -78689.81 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -78700.867188 Penalty: 711.440552
	Iteration 11Q: 3 clusters Score -78700.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -78713.929688 Penalty: 711.440552
	Iteration 12Q: 3 clusters Score -78713.93 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -78726.250000 Penalty: 711.440552
	Iteration 13Q: 3 clusters Score -78726.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -78740.789062 Penalty: 711.440552
	Iteration 14Q: 3 clusters Score -78740.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -78758.554688 Penalty: 711.440552
	Iteration 15Q: 3 clusters Score -78758.55 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -78776.882812 Penalty: 711.440552
	Iteration 16Q: 3 clusters Score -78776.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -78792.250000 Penalty: 711.440552
	Iteration 17Q: 3 clusters Score -78792.25 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -78809.023438 Penalty: 711.440552
	Iteration 18Q: 3 clusters Score -78809.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -78826.250000 Penalty: 711.440552
	Iteration 19Q: 3 clusters Score -78826.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -78850.000000 Penalty: 711.440552
	Iteration 20F: 3 clusters Score -78850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -78867.875000 Penalty: 711.440552
	Iteration 21Q: 3 clusters Score -78867.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -78876.132812 Penalty: 711.440552
	Iteration 22Q: 3 clusters Score -78876.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -78881.484375 Penalty: 711.440552
	Iteration 23Q: 3 clusters Score -78881.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -78887.328125 Penalty: 711.440552
	Iteration 24Q: 3 clusters Score -78887.33 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -78892.953125 Penalty: 711.440552
	Iteration 25Q: 3 clusters Score -78892.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -78895.976562 Penalty: 711.440552
	Iteration 26Q: 3 clusters Score -78895.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -78897.421875 Penalty: 711.440552
	Iteration 27Q: 3 clusters Score -78897.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -78899.335938 Penalty: 711.440552
	Iteration 28Q: 3 clusters Score -78899.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -78900.320312 Penalty: 711.440552
	Iteration 29Q: 3 clusters Score -78900.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78900.687500 Penalty: 711.440552
	Iteration 30Q: 3 clusters Score -78900.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -78901.171875 Penalty: 711.440552
	Iteration 31Q: 3 clusters Score -78901.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -78901.429688 Penalty: 711.440552
	Iteration 32Q: 3 clusters Score -78901.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78902.109375 Penalty: 711.440552
	Iteration 33Q: 3 clusters Score -78902.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -78902.648438 Penalty: 711.440552
	Iteration 34Q: 3 clusters Score -78902.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -78902.750000 Penalty: 711.440552
	Iteration 35Q: 3 clusters Score -78902.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -78903.289062 Penalty: 711.440552
	Iteration 36Q: 3 clusters Score -78903.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -78903.437500 Penalty: 711.440552
	Iteration 37Q: 3 clusters Score -78903.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -78903.656250 Penalty: 711.440552
	Iteration 38Q: 3 clusters Score -78903.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -78904.179688 Penalty: 711.440552
	Iteration 39Q: 3 clusters Score -78904.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -78904.976562 Penalty: 711.440552
	Iteration 40F: 3 clusters Score -78904.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -78906.460938 Penalty: 711.440552
	Iteration 41Q: 3 clusters Score -78906.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -78909.171875 Penalty: 711.440552
	Iteration 42Q: 3 clusters Score -78909.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -78911.335938 Penalty: 711.440552
	Iteration 43Q: 3 clusters Score -78911.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -78913.679688 Penalty: 711.440552
	Iteration 44Q: 3 clusters Score -78913.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -78914.757812 Penalty: 711.440552
	Iteration 45Q: 3 clusters Score -78914.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -78916.609375 Penalty: 711.440552
	Iteration 46Q: 3 clusters Score -78916.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78918.023438 Penalty: 711.440552
	Iteration 47Q: 3 clusters Score -78918.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -78918.515625 Penalty: 711.440552
	Iteration 48Q: 3 clusters Score -78918.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -78920.398438 Penalty: 711.440552
	Iteration 49Q: 3 clusters Score -78920.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78921.453125 Penalty: 711.440552
	Iteration 50Q: 3 clusters Score -78921.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78922.093750 Penalty: 711.440552
	Iteration 51Q: 3 clusters Score -78922.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78923.304688 Penalty: 711.440552
	Iteration 52Q: 3 clusters Score -78923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78923.890625 Penalty: 711.440552
	Iteration 53Q: 3 clusters Score -78923.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -78924.523438 Penalty: 711.440552
	Iteration 54Q: 3 clusters Score -78924.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78924.812500 Penalty: 711.440552
	Iteration 55Q: 3 clusters Score -78924.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -78924.953125 Penalty: 711.440552
	Iteration 56Q: 3 clusters Score -78924.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78926.070312 Penalty: 711.440552
	Iteration 57Q: 3 clusters Score -78926.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78926.703125 Penalty: 711.440552
	Iteration 58Q: 3 clusters Score -78926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -78927.218750 Penalty: 711.440552
	Iteration 59Q: 3 clusters Score -78927.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78927.210938 Penalty: 711.440552
	Iteration 60F: 3 clusters Score -78927.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -78927.460938 Penalty: 711.440552
	Iteration 61Q: 3 clusters Score -78927.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -78927.718750 Penalty: 711.440552
	Iteration 62Q: 3 clusters Score -78927.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78927.695312 Penalty: 711.440552
	Iteration 63Q: 3 clusters Score -78927.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78927.812500 Penalty: 711.440552
	Iteration 64Q: 3 clusters Score -78927.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78927.812500 Penalty: 711.440552
	Iteration 65F: 3 clusters Score -78927.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (226815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226815 members 
Entering Unmasked Estep 
Score: -6754478.000000 Penalty: 561.101013
	Iteration 0F: 2 clusters Score -6754478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113409 members 
Mstep: Class 2 contains 113406 members 
Entering Unmasked Estep 
Score: -6600178.500000 Penalty: 1122.202026
	Iteration 0F: 3 clusters Score -6600178 nChanged 111899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110940 members 
Mstep: Class 2 contains 115875 members 
Entering Unmasked Estep 
Score: -6669043.500000 Penalty: 1122.202026
	Iteration 1F: 3 clusters Score -6669044 nChanged 8599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 117706 members 
Entering Unmasked Estep 
Score: -6671741.000000 Penalty: 1122.202026
	Iteration 2Q: 3 clusters Score -6671741 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105825 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -6675216.000000 Penalty: 1122.202026
	Iteration 3Q: 3 clusters Score -6675216 nChanged 11119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 126241 members 
Entering Unmasked Estep 
Score: -6680611.500000 Penalty: 1122.202026
	Iteration 4Q: 3 clusters Score -6680612 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93090 members 
Mstep: Class 2 contains 133725 members 
Entering Unmasked Estep 
Score: -6689474.500000 Penalty: 1122.202026
	Iteration 5F: 3 clusters Score -6689474 nChanged 15271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 142926 members 
Entering Unmasked Estep 
Score: -6703203.000000 Penalty: 1122.202026
	Iteration 6F: 3 clusters Score -6703203 nChanged 14896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 151354 members 
Entering Unmasked Estep 
Score: -6716883.500000 Penalty: 1122.202026
	Iteration 7F: 3 clusters Score -6716884 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 157650 members 
Entering Unmasked Estep 
Score: -6723704.500000 Penalty: 1122.202026
	Iteration 8Q: 3 clusters Score -6723704 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63828 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -6726694.500000 Penalty: 1122.202026
	Iteration 9Q: 3 clusters Score -6726694 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 168221 members 
Entering Unmasked Estep 
Score: -6728890.000000 Penalty: 1122.202026
	Iteration 10Q: 3 clusters Score -6728890 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 173431 members 
Entering Unmasked Estep 
Score: -6731158.000000 Penalty: 1122.202026
	Iteration 11Q: 3 clusters Score -6731158 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 178538 members 
Entering Unmasked Estep 
Score: -6733410.000000 Penalty: 1122.202026
	Iteration 12Q: 3 clusters Score -6733410 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 183391 members 
Entering Unmasked Estep 
Score: -6735649.500000 Penalty: 1122.202026
	Iteration 13Q: 3 clusters Score -6735650 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38718 members 
Mstep: Class 2 contains 188097 members 
Entering Unmasked Estep 
Score: -6737905.500000 Penalty: 1122.202026
	Iteration 14Q: 3 clusters Score -6737906 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 192444 members 
Entering Unmasked Estep 
Score: -6740049.500000 Penalty: 1122.202026
	Iteration 15Q: 3 clusters Score -6740050 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 196442 members 
Entering Unmasked Estep 
Score: -6741920.500000 Penalty: 1122.202026
	Iteration 16Q: 3 clusters Score -6741920 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 2 contains 200052 members 
Entering Unmasked Estep 
Score: -6743606.500000 Penalty: 1122.202026
	Iteration 17Q: 3 clusters Score -6743606 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 203189 members 
Entering Unmasked Estep 
Score: -6745081.000000 Penalty: 1122.202026
	Iteration 18Q: 3 clusters Score -6745081 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 206024 members 
Entering Unmasked Estep 
Score: -6746371.500000 Penalty: 1122.202026
	Iteration 19Q: 3 clusters Score -6746372 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 208569 members 
Entering Unmasked Estep 
Score: -6747517.000000 Penalty: 1122.202026
	Iteration 20F: 3 clusters Score -6747517 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 210810 members 
Entering Unmasked Estep 
Score: -6748575.000000 Penalty: 1122.202026
	Iteration 21Q: 3 clusters Score -6748575 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 212804 members 
Entering Unmasked Estep 
Score: -6749408.500000 Penalty: 1122.202026
	Iteration 22Q: 3 clusters Score -6749408 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 214571 members 
Entering Unmasked Estep 
Score: -6750156.500000 Penalty: 1122.202026
	Iteration 23Q: 3 clusters Score -6750156 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 216076 members 
Entering Unmasked Estep 
Score: -6750797.000000 Penalty: 1122.202026
	Iteration 24Q: 3 clusters Score -6750797 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 217400 members 
Entering Unmasked Estep 
Score: -6751284.000000 Penalty: 1122.202026
	Iteration 25Q: 3 clusters Score -6751284 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 218583 members 
Entering Unmasked Estep 
Score: -6751716.000000 Penalty: 1122.202026
	Iteration 26Q: 3 clusters Score -6751716 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 219651 members 
Entering Unmasked Estep 
Score: -6752123.000000 Penalty: 1122.202026
	Iteration 27Q: 3 clusters Score -6752123 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 220560 members 
Entering Unmasked Estep 
Score: -6752436.000000 Penalty: 1122.202026
	Iteration 28Q: 3 clusters Score -6752436 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 221392 members 
Entering Unmasked Estep 
Score: -6752755.500000 Penalty: 1122.202026
	Iteration 29Q: 3 clusters Score -6752756 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 222112 members 
Entering Unmasked Estep 
Score: -6753003.000000 Penalty: 1122.202026
	Iteration 30Q: 3 clusters Score -6753003 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 222719 members 
Entering Unmasked Estep 
Score: -6753215.500000 Penalty: 1122.202026
	Iteration 31Q: 3 clusters Score -6753216 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 223226 members 
Entering Unmasked Estep 
Score: -6753386.500000 Penalty: 1122.202026
	Iteration 32Q: 3 clusters Score -6753386 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 223660 members 
Entering Unmasked Estep 
Score: -6753507.500000 Penalty: 1122.202026
	Iteration 33Q: 3 clusters Score -6753508 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 224008 members 
Entering Unmasked Estep 
Score: -6753598.500000 Penalty: 1122.202026
	Iteration 34Q: 3 clusters Score -6753598 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 224314 members 
Entering Unmasked Estep 
Score: -6753682.000000 Penalty: 1122.202026
	Iteration 35Q: 3 clusters Score -6753682 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 224567 members 
Entering Unmasked Estep 
Score: -6753743.500000 Penalty: 1122.202026
	Iteration 36Q: 3 clusters Score -6753744 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 224762 members 
Entering Unmasked Estep 
Score: -6753787.000000 Penalty: 1122.202026
	Iteration 37Q: 3 clusters Score -6753787 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 224911 members 
Entering Unmasked Estep 
Score: -6753814.500000 Penalty: 1122.202026
	Iteration 38Q: 3 clusters Score -6753814 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 225022 members 
Entering Unmasked Estep 
Score: -6753835.500000 Penalty: 1122.202026
	Iteration 39Q: 3 clusters Score -6753836 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 225125 members 
Entering Unmasked Estep 
Score: -6753856.000000 Penalty: 1122.202026
	Iteration 40F: 3 clusters Score -6753856 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 225217 members 
Entering Unmasked Estep 
Score: -6753869.500000 Penalty: 1122.202026
	Iteration 41Q: 3 clusters Score -6753870 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 225299 members 
Entering Unmasked Estep 
Score: -6753888.000000 Penalty: 1122.202026
	Iteration 42Q: 3 clusters Score -6753888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 225365 members 
Entering Unmasked Estep 
Score: -6753893.500000 Penalty: 1122.202026
	Iteration 43Q: 3 clusters Score -6753894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 225416 members 
Entering Unmasked Estep 
Score: -6753903.000000 Penalty: 1122.202026
	Iteration 44Q: 3 clusters Score -6753903 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 225467 members 
Entering Unmasked Estep 
Score: -6753922.500000 Penalty: 1122.202026
	Iteration 45Q: 3 clusters Score -6753922 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 225520 members 
Entering Unmasked Estep 
Score: -6753926.500000 Penalty: 1122.202026
	Iteration 46Q: 3 clusters Score -6753926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 225566 members 
Entering Unmasked Estep 
Score: -6753943.500000 Penalty: 1122.202026
	Iteration 47Q: 3 clusters Score -6753944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 225611 members 
Entering Unmasked Estep 
Score: -6753963.000000 Penalty: 1122.202026
	Iteration 48Q: 3 clusters Score -6753963 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 225656 members 
Entering Unmasked Estep 
Score: -6753977.500000 Penalty: 1122.202026
	Iteration 49Q: 3 clusters Score -6753978 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 225691 members 
Entering Unmasked Estep 
Score: -6753988.000000 Penalty: 1122.202026
	Iteration 50Q: 3 clusters Score -6753988 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 225732 members 
Entering Unmasked Estep 
Score: -6753983.000000 Penalty: 1122.202026
	Iteration 51Q: 3 clusters Score -6753983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 225758 members 
Entering Unmasked Estep 
Score: -6753982.500000 Penalty: 1122.202026
	Iteration 52Q: 3 clusters Score -6753982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 225779 members 
Entering Unmasked Estep 
Score: -6753988.500000 Penalty: 1122.202026
	Iteration 53Q: 3 clusters Score -6753988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 225789 members 
Entering Unmasked Estep 
Score: -6753983.500000 Penalty: 1122.202026
	Iteration 54Q: 3 clusters Score -6753984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 225796 members 
Entering Unmasked Estep 
Score: -6753985.500000 Penalty: 1122.202026
	Iteration 55Q: 3 clusters Score -6753986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 225803 members 
Entering Unmasked Estep 
Score: -6753990.000000 Penalty: 1122.202026
	Iteration 56Q: 3 clusters Score -6753990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 225816 members 
Entering Unmasked Estep 
Score: -6753995.000000 Penalty: 1122.202026
	Iteration 57Q: 3 clusters Score -6753995 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 225836 members 
Entering Unmasked Estep 
Score: -6754005.500000 Penalty: 1122.202026
	Iteration 58Q: 3 clusters Score -6754006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 225850 members 
Entering Unmasked Estep 
Score: -6754009.500000 Penalty: 1122.202026
	Iteration 59Q: 3 clusters Score -6754010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 225855 members 
Entering Unmasked Estep 
Score: -6754010.000000 Penalty: 1122.202026
	Iteration 60F: 3 clusters Score -6754010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 225857 members 
Entering Unmasked Estep 
Score: -6754013.000000 Penalty: 1122.202026
	Iteration 61Q: 3 clusters Score -6754013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 225860 members 
Entering Unmasked Estep 
Score: -6754013.000000 Penalty: 1122.202026
	Iteration 62Q: 3 clusters Score -6754013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 225863 members 
Entering Unmasked Estep 
Score: -6754010.000000 Penalty: 1122.202026
	Iteration 63Q: 3 clusters Score -6754010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 225866 members 
Entering Unmasked Estep 
Score: -6754013.000000 Penalty: 1122.202026
	Iteration 64Q: 3 clusters Score -6754013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 225869 members 
Entering Unmasked Estep 
Score: -6754015.500000 Penalty: 1122.202026
	Iteration 65Q: 3 clusters Score -6754016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 225868 members 
Entering Unmasked Estep 
Score: -6754013.000000 Penalty: 1122.202026
	Iteration 66Q: 3 clusters Score -6754013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 225869 members 
Entering Unmasked Estep 
Score: -6754016.000000 Penalty: 1122.202026
	Iteration 67Q: 3 clusters Score -6754016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 225870 members 
Entering Unmasked Estep 
Score: -6754014.500000 Penalty: 1122.202026
	Iteration 68Q: 3 clusters Score -6754014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 225870 members 
Entering Unmasked Estep 
Score: -6754014.500000 Penalty: 1122.202026
	Iteration 69F: 3 clusters Score -6754014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Entering Unmasked Estep 
Score: -72518.492188 Penalty: 352.299042
	Iteration 0F: 2 clusters Score -72518.49 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 1150 members 
Entering Unmasked Estep 
Score: -70882.898438 Penalty: 704.598083
	Iteration 0F: 3 clusters Score -70882.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -71451.117188 Penalty: 704.598083
	Iteration 1F: 3 clusters Score -71451.12 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -71558.046875 Penalty: 704.598083
	Iteration 2F: 3 clusters Score -71558.05 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -71640.554688 Penalty: 704.598083
	Iteration 3F: 3 clusters Score -71640.55 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -71718.226562 Penalty: 704.598083
	Iteration 4F: 3 clusters Score -71718.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -71786.960938 Penalty: 704.598083
	Iteration 5Q: 3 clusters Score -71786.96 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -71825.820312 Penalty: 704.598083
	Iteration 6Q: 3 clusters Score -71825.82 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -71864.562500 Penalty: 704.598083
	Iteration 7Q: 3 clusters Score -71864.56 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -71890.601562 Penalty: 704.598083
	Iteration 8Q: 3 clusters Score -71890.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -71916.039062 Penalty: 704.598083
	Iteration 9Q: 3 clusters Score -71916.04 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -71932.054688 Penalty: 704.598083
	Iteration 10Q: 3 clusters Score -71932.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -71942.140625 Penalty: 704.598083
	Iteration 11Q: 3 clusters Score -71942.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -71951.039062 Penalty: 704.598083
	Iteration 12Q: 3 clusters Score -71951.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -71957.304688 Penalty: 704.598083
	Iteration 13Q: 3 clusters Score -71957.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -71965.632812 Penalty: 704.598083
	Iteration 14Q: 3 clusters Score -71965.63 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -71981.882812 Penalty: 704.598083
	Iteration 15Q: 3 clusters Score -71981.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -71999.757812 Penalty: 704.598083
	Iteration 16Q: 3 clusters Score -71999.76 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -72019.242188 Penalty: 704.598083
	Iteration 17Q: 3 clusters Score -72019.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -72035.710938 Penalty: 704.598083
	Iteration 18Q: 3 clusters Score -72035.71 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -72051.804688 Penalty: 704.598083
	Iteration 19Q: 3 clusters Score -72051.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -72077.570312 Penalty: 704.598083
	Iteration 20F: 3 clusters Score -72077.57 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -72111.007812 Penalty: 704.598083
	Iteration 21Q: 3 clusters Score -72111.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -72140.093750 Penalty: 704.598083
	Iteration 22Q: 3 clusters Score -72140.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -72159.859375 Penalty: 704.598083
	Iteration 23Q: 3 clusters Score -72159.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -72183.703125 Penalty: 704.598083
	Iteration 24Q: 3 clusters Score -72183.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -72196.882812 Penalty: 704.598083
	Iteration 25Q: 3 clusters Score -72196.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -72211.476562 Penalty: 704.598083
	Iteration 26Q: 3 clusters Score -72211.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -72222.320312 Penalty: 704.598083
	Iteration 27Q: 3 clusters Score -72222.32 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -72230.976562 Penalty: 704.598083
	Iteration 28Q: 3 clusters Score -72230.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -72235.039062 Penalty: 704.598083
	Iteration 29Q: 3 clusters Score -72235.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -72236.234375 Penalty: 704.598083
	Iteration 30Q: 3 clusters Score -72236.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -72237.929688 Penalty: 704.598083
	Iteration 31Q: 3 clusters Score -72237.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -72238.921875 Penalty: 704.598083
	Iteration 32Q: 3 clusters Score -72238.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -72239.359375 Penalty: 704.598083
	Iteration 33Q: 3 clusters Score -72239.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -72239.257812 Penalty: 704.598083
	Iteration 34Q: 3 clusters Score -72239.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -72240.476562 Penalty: 704.598083
	Iteration 35F: 3 clusters Score -72240.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -72241.226562 Penalty: 704.598083
	Iteration 36Q: 3 clusters Score -72241.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -72241.382812 Penalty: 704.598083
	Iteration 37Q: 3 clusters Score -72241.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -72241.382812 Penalty: 704.598083
	Iteration 38F: 3 clusters Score -72241.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (362002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362002 members 
Entering Unmasked Estep 
Score: -11437991.000000 Penalty: 582.372925
	Iteration 0F: 2 clusters Score -1.143799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181132 members 
Mstep: Class 2 contains 180870 members 
Entering Unmasked Estep 
Score: -11190722.000000 Penalty: 1164.745850
	Iteration 0F: 3 clusters Score -1.119072e+07 nChanged 178660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186806 members 
Mstep: Class 2 contains 175196 members 
Entering Unmasked Estep 
Score: -11298866.000000 Penalty: 1164.745850
	Iteration 1F: 3 clusters Score -1.129887e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190469 members 
Mstep: Class 2 contains 171533 members 
Entering Unmasked Estep 
Score: -11300429.000000 Penalty: 1164.745850
	Iteration 2Q: 3 clusters Score -1.130043e+07 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196532 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -11303006.000000 Penalty: 1164.745850
	Iteration 3Q: 3 clusters Score -1.130301e+07 nChanged 12787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206253 members 
Mstep: Class 2 contains 155749 members 
Entering Unmasked Estep 
Score: -11307491.000000 Penalty: 1164.745850
	Iteration 4Q: 3 clusters Score -1.130749e+07 nChanged 17396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221409 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -11316218.000000 Penalty: 1164.745850
	Iteration 5Q: 3 clusters Score -1.131622e+07 nChanged 23523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243310 members 
Mstep: Class 2 contains 118692 members 
Entering Unmasked Estep 
Score: -11331851.000000 Penalty: 1164.745850
	Iteration 6F: 3 clusters Score -1.133185e+07 nChanged 28770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270854 members 
Mstep: Class 2 contains 91148 members 
Entering Unmasked Estep 
Score: -11355594.000000 Penalty: 1164.745850
	Iteration 7F: 3 clusters Score -1.135559e+07 nChanged 28806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298758 members 
Mstep: Class 2 contains 63244 members 
Entering Unmasked Estep 
Score: -11383169.000000 Penalty: 1164.745850
	Iteration 8F: 3 clusters Score -1.138317e+07 nChanged 21274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319380 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -11404048.000000 Penalty: 1164.745850
	Iteration 9F: 3 clusters Score -1.140405e+07 nChanged 13104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331974 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -11416562.000000 Penalty: 1164.745850
	Iteration 10Q: 3 clusters Score -1.141656e+07 nChanged 8104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339612 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -11423393.000000 Penalty: 1164.745850
	Iteration 11Q: 3 clusters Score -1.142339e+07 nChanged 5521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344783 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -11427735.000000 Penalty: 1164.745850
	Iteration 12Q: 3 clusters Score -1.142774e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348589 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -11430563.000000 Penalty: 1164.745850
	Iteration 13Q: 3 clusters Score -1.143056e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351537 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -11432565.000000 Penalty: 1164.745850
	Iteration 14Q: 3 clusters Score -1.143256e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353848 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -11433910.000000 Penalty: 1164.745850
	Iteration 15Q: 3 clusters Score -1.143391e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355623 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -11434852.000000 Penalty: 1164.745850
	Iteration 16Q: 3 clusters Score -1.143485e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357010 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -11435550.000000 Penalty: 1164.745850
	Iteration 17Q: 3 clusters Score -1.143555e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358060 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -11436046.000000 Penalty: 1164.745850
	Iteration 18Q: 3 clusters Score -1.143605e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358838 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -11436347.000000 Penalty: 1164.745850
	Iteration 19Q: 3 clusters Score -1.143635e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359431 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -11436633.000000 Penalty: 1164.745850
	Iteration 20F: 3 clusters Score -1.143663e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359891 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11436825.000000 Penalty: 1164.745850
	Iteration 21Q: 3 clusters Score -1.143682e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360234 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -11436971.000000 Penalty: 1164.745850
	Iteration 22Q: 3 clusters Score -1.143697e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360485 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -11437088.000000 Penalty: 1164.745850
	Iteration 23Q: 3 clusters Score -1.143709e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360679 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11437205.000000 Penalty: 1164.745850
	Iteration 24Q: 3 clusters Score -1.14372e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360841 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -11437268.000000 Penalty: 1164.745850
	Iteration 25Q: 3 clusters Score -1.143727e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360973 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -11437293.000000 Penalty: 1164.745850
	Iteration 26Q: 3 clusters Score -1.143729e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361081 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -11437344.000000 Penalty: 1164.745850
	Iteration 27Q: 3 clusters Score -1.143734e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361171 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -11437393.000000 Penalty: 1164.745850
	Iteration 28Q: 3 clusters Score -1.143739e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361233 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -11437435.000000 Penalty: 1164.745850
	Iteration 29Q: 3 clusters Score -1.143744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361279 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -11437447.000000 Penalty: 1164.745850
	Iteration 30Q: 3 clusters Score -1.143745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361305 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -11437466.000000 Penalty: 1164.745850
	Iteration 31Q: 3 clusters Score -1.143747e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361327 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11437465.000000 Penalty: 1164.745850
	Iteration 32Q: 3 clusters Score -1.143746e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361342 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -11437474.000000 Penalty: 1164.745850
	Iteration 33Q: 3 clusters Score -1.143747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361366 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -11437487.000000 Penalty: 1164.745850
	Iteration 34Q: 3 clusters Score -1.143749e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361382 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -11437502.000000 Penalty: 1164.745850
	Iteration 35Q: 3 clusters Score -1.14375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361398 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11437514.000000 Penalty: 1164.745850
	Iteration 36Q: 3 clusters Score -1.143751e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361413 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11437525.000000 Penalty: 1164.745850
	Iteration 37Q: 3 clusters Score -1.143752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361421 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -11437520.000000 Penalty: 1164.745850
	Iteration 38Q: 3 clusters Score -1.143752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361428 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11437520.000000 Penalty: 1164.745850
	Iteration 39Q: 3 clusters Score -1.143752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361440 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -11437525.000000 Penalty: 1164.745850
	Iteration 40F: 3 clusters Score -1.143752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361448 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -11437533.000000 Penalty: 1164.745850
	Iteration 41Q: 3 clusters Score -1.143753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361457 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11437533.000000 Penalty: 1164.745850
	Iteration 42Q: 3 clusters Score -1.143753e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361465 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11437523.000000 Penalty: 1164.745850
	Iteration 43Q: 3 clusters Score -1.143752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361474 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -11437540.000000 Penalty: 1164.745850
	Iteration 44Q: 3 clusters Score -1.143754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361482 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -11437545.000000 Penalty: 1164.745850
	Iteration 45Q: 3 clusters Score -1.143754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361484 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11437540.000000 Penalty: 1164.745850
	Iteration 46Q: 3 clusters Score -1.143754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361490 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -11437538.000000 Penalty: 1164.745850
	Iteration 47Q: 3 clusters Score -1.143754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361502 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -11437532.000000 Penalty: 1164.745850
	Iteration 48Q: 3 clusters Score -1.143753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361506 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -11437536.000000 Penalty: 1164.745850
	Iteration 49Q: 3 clusters Score -1.143754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361509 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11437530.000000 Penalty: 1164.745850
	Iteration 50Q: 3 clusters Score -1.143753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361512 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -11437536.000000 Penalty: 1164.745850
	Iteration 51Q: 3 clusters Score -1.143754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361518 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -11437533.000000 Penalty: 1164.745850
	Iteration 52Q: 3 clusters Score -1.143753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361521 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -11437539.000000 Penalty: 1164.745850
	Iteration 53Q: 3 clusters Score -1.143754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361524 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -11437535.000000 Penalty: 1164.745850
	Iteration 54Q: 3 clusters Score -1.143754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361530 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -11437540.000000 Penalty: 1164.745850
	Iteration 55Q: 3 clusters Score -1.143754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361532 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11437543.000000 Penalty: 1164.745850
	Iteration 56Q: 3 clusters Score -1.143754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361532 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -11437543.000000 Penalty: 1164.745850
	Iteration 57F: 3 clusters Score -1.143754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Entering Unmasked Estep 
Score: -62419.703125 Penalty: 343.074127
	Iteration 0F: 2 clusters Score -62419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -61048.835938 Penalty: 686.148254
	Iteration 0F: 3 clusters Score -61048.84 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -61472.894531 Penalty: 686.148254
	Iteration 1F: 3 clusters Score -61472.89 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -61574.710938 Penalty: 686.148254
	Iteration 2F: 3 clusters Score -61574.71 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -61665.875000 Penalty: 686.148254
	Iteration 3F: 3 clusters Score -61665.88 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -61757.562500 Penalty: 686.148254
	Iteration 4F: 3 clusters Score -61757.56 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -61832.125000 Penalty: 686.148254
	Iteration 5F: 3 clusters Score -61832.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -61885.921875 Penalty: 686.148254
	Iteration 6Q: 3 clusters Score -61885.92 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -61924.800781 Penalty: 686.148254
	Iteration 7Q: 3 clusters Score -61924.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -61957.761719 Penalty: 686.148254
	Iteration 8Q: 3 clusters Score -61957.76 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -61980.312500 Penalty: 686.148254
	Iteration 9Q: 3 clusters Score -61980.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -61992.843750 Penalty: 686.148254
	Iteration 10Q: 3 clusters Score -61992.84 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -62003.750000 Penalty: 686.148254
	Iteration 11Q: 3 clusters Score -62003.75 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -62012.402344 Penalty: 686.148254
	Iteration 12Q: 3 clusters Score -62012.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -62018.722656 Penalty: 686.148254
	Iteration 13Q: 3 clusters Score -62018.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -62021.785156 Penalty: 686.148254
	Iteration 14Q: 3 clusters Score -62021.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -62024.148438 Penalty: 686.148254
	Iteration 15Q: 3 clusters Score -62024.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -62025.242188 Penalty: 686.148254
	Iteration 16Q: 3 clusters Score -62025.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -62026.707031 Penalty: 686.148254
	Iteration 17Q: 3 clusters Score -62026.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -62027.714844 Penalty: 686.148254
	Iteration 18Q: 3 clusters Score -62027.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -62029.679688 Penalty: 686.148254
	Iteration 19Q: 3 clusters Score -62029.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -62032.343750 Penalty: 686.148254
	Iteration 20F: 3 clusters Score -62032.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -62036.785156 Penalty: 686.148254
	Iteration 21Q: 3 clusters Score -62036.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -62041.050781 Penalty: 686.148254
	Iteration 22Q: 3 clusters Score -62041.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -62045.187500 Penalty: 686.148254
	Iteration 23Q: 3 clusters Score -62045.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -62047.246094 Penalty: 686.148254
	Iteration 24Q: 3 clusters Score -62047.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -62048.789062 Penalty: 686.148254
	Iteration 25Q: 3 clusters Score -62048.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -62051.230469 Penalty: 686.148254
	Iteration 26Q: 3 clusters Score -62051.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -62052.613281 Penalty: 686.148254
	Iteration 27Q: 3 clusters Score -62052.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -62053.601562 Penalty: 686.148254
	Iteration 28Q: 3 clusters Score -62053.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -62054.015625 Penalty: 686.148254
	Iteration 29Q: 3 clusters Score -62054.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -62054.320312 Penalty: 686.148254
	Iteration 30Q: 3 clusters Score -62054.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -62054.683594 Penalty: 686.148254
	Iteration 31Q: 3 clusters Score -62054.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -62054.753906 Penalty: 686.148254
	Iteration 32Q: 3 clusters Score -62054.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -62054.753906 Penalty: 686.148254
	Iteration 33F: 3 clusters Score -62054.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Entering Unmasked Estep 
Score: -94543.335938 Penalty: 360.660400
	Iteration 0F: 2 clusters Score -94543.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -92594.101562 Penalty: 721.320801
	Iteration 0F: 3 clusters Score -92594.1 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -93284.390625 Penalty: 721.320801
	Iteration 1F: 3 clusters Score -93284.39 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -93382.281250 Penalty: 721.320801
	Iteration 2F: 3 clusters Score -93382.28 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -93465.367188 Penalty: 721.320801
	Iteration 3F: 3 clusters Score -93465.37 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -93572.218750 Penalty: 721.320801
	Iteration 4F: 3 clusters Score -93572.22 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -93670.390625 Penalty: 721.320801
	Iteration 5F: 3 clusters Score -93670.39 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -93758.562500 Penalty: 721.320801
	Iteration 6Q: 3 clusters Score -93758.56 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -93829.281250 Penalty: 721.320801
	Iteration 7Q: 3 clusters Score -93829.28 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -93893.625000 Penalty: 721.320801
	Iteration 8Q: 3 clusters Score -93893.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -93948.242188 Penalty: 721.320801
	Iteration 9Q: 3 clusters Score -93948.24 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -93989.718750 Penalty: 721.320801
	Iteration 10Q: 3 clusters Score -93989.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -94013.031250 Penalty: 721.320801
	Iteration 11Q: 3 clusters Score -94013.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -94035.468750 Penalty: 721.320801
	Iteration 12Q: 3 clusters Score -94035.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -94050.648438 Penalty: 721.320801
	Iteration 13Q: 3 clusters Score -94050.65 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94065.101562 Penalty: 721.320801
	Iteration 14Q: 3 clusters Score -94065.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -94078.695312 Penalty: 721.320801
	Iteration 15Q: 3 clusters Score -94078.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94101.796875 Penalty: 721.320801
	Iteration 16Q: 3 clusters Score -94101.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -94125.554688 Penalty: 721.320801
	Iteration 17Q: 3 clusters Score -94125.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -94134.492188 Penalty: 721.320801
	Iteration 18Q: 3 clusters Score -94134.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -94142.835938 Penalty: 721.320801
	Iteration 19Q: 3 clusters Score -94142.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -94148.898438 Penalty: 721.320801
	Iteration 20F: 3 clusters Score -94148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -94151.468750 Penalty: 721.320801
	Iteration 21Q: 3 clusters Score -94151.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -94153.210938 Penalty: 721.320801
	Iteration 22Q: 3 clusters Score -94153.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -94155.093750 Penalty: 721.320801
	Iteration 23Q: 3 clusters Score -94155.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -94157.406250 Penalty: 721.320801
	Iteration 24Q: 3 clusters Score -94157.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -94160.195312 Penalty: 721.320801
	Iteration 25Q: 3 clusters Score -94160.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -94164.000000 Penalty: 721.320801
	Iteration 26Q: 3 clusters Score -94164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -94167.117188 Penalty: 721.320801
	Iteration 27Q: 3 clusters Score -94167.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -94170.070312 Penalty: 721.320801
	Iteration 28Q: 3 clusters Score -94170.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -94174.015625 Penalty: 721.320801
	Iteration 29Q: 3 clusters Score -94174.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -94183.531250 Penalty: 721.320801
	Iteration 30Q: 3 clusters Score -94183.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -94193.718750 Penalty: 721.320801
	Iteration 31Q: 3 clusters Score -94193.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -94202.398438 Penalty: 721.320801
	Iteration 32Q: 3 clusters Score -94202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -94208.546875 Penalty: 721.320801
	Iteration 33Q: 3 clusters Score -94208.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -94212.679688 Penalty: 721.320801
	Iteration 34Q: 3 clusters Score -94212.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -94218.250000 Penalty: 721.320801
	Iteration 35Q: 3 clusters Score -94218.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -94222.015625 Penalty: 721.320801
	Iteration 36Q: 3 clusters Score -94222.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -94225.765625 Penalty: 721.320801
	Iteration 37Q: 3 clusters Score -94225.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -94228.148438 Penalty: 721.320801
	Iteration 38Q: 3 clusters Score -94228.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -94229.156250 Penalty: 721.320801
	Iteration 39Q: 3 clusters Score -94229.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -94229.718750 Penalty: 721.320801
	Iteration 40F: 3 clusters Score -94229.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -94230.390625 Penalty: 721.320801
	Iteration 41Q: 3 clusters Score -94230.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -94230.390625 Penalty: 721.320801
	Iteration 42F: 3 clusters Score -94230.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Entering Unmasked Estep 
Score: -512634.562500 Penalty: 440.563599
	Iteration 0F: 2 clusters Score -512634.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -502016.875000 Penalty: 881.127197
	Iteration 0F: 3 clusters Score -502016.9 nChanged 7545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -506844.781250 Penalty: 881.127197
	Iteration 1F: 3 clusters Score -506844.8 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -507603.718750 Penalty: 881.127197
	Iteration 2F: 3 clusters Score -507603.7 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -508525.468750 Penalty: 881.127197
	Iteration 3F: 3 clusters Score -508525.5 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -509443.125000 Penalty: 881.127197
	Iteration 4F: 3 clusters Score -509443.1 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -510080.281250 Penalty: 881.127197
	Iteration 5F: 3 clusters Score -510080.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -510418.687500 Penalty: 881.127197
	Iteration 6Q: 3 clusters Score -510418.7 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -510606.062500 Penalty: 881.127197
	Iteration 7Q: 3 clusters Score -510606.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -510736.875000 Penalty: 881.127197
	Iteration 8Q: 3 clusters Score -510736.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -510844.500000 Penalty: 881.127197
	Iteration 9Q: 3 clusters Score -510844.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -510952.000000 Penalty: 881.127197
	Iteration 10Q: 3 clusters Score -510952 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -511058.281250 Penalty: 881.127197
	Iteration 11Q: 3 clusters Score -511058.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -511157.312500 Penalty: 881.127197
	Iteration 12Q: 3 clusters Score -511157.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -511254.218750 Penalty: 881.127197
	Iteration 13Q: 3 clusters Score -511254.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -511344.687500 Penalty: 881.127197
	Iteration 14Q: 3 clusters Score -511344.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -511436.718750 Penalty: 881.127197
	Iteration 15Q: 3 clusters Score -511436.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -511504.000000 Penalty: 881.127197
	Iteration 16Q: 3 clusters Score -511504 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -511560.562500 Penalty: 881.127197
	Iteration 17Q: 3 clusters Score -511560.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -511611.156250 Penalty: 881.127197
	Iteration 18Q: 3 clusters Score -511611.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -511670.562500 Penalty: 881.127197
	Iteration 19Q: 3 clusters Score -511670.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -511722.937500 Penalty: 881.127197
	Iteration 20F: 3 clusters Score -511722.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -511760.687500 Penalty: 881.127197
	Iteration 21Q: 3 clusters Score -511760.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -511791.968750 Penalty: 881.127197
	Iteration 22Q: 3 clusters Score -511792 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -511817.406250 Penalty: 881.127197
	Iteration 23Q: 3 clusters Score -511817.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -511839.312500 Penalty: 881.127197
	Iteration 24Q: 3 clusters Score -511839.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -511868.687500 Penalty: 881.127197
	Iteration 25Q: 3 clusters Score -511868.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -511892.875000 Penalty: 881.127197
	Iteration 26Q: 3 clusters Score -511892.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -511913.125000 Penalty: 881.127197
	Iteration 27Q: 3 clusters Score -511913.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -511933.968750 Penalty: 881.127197
	Iteration 28Q: 3 clusters Score -511934 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -511953.718750 Penalty: 881.127197
	Iteration 29Q: 3 clusters Score -511953.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -511974.843750 Penalty: 881.127197
	Iteration 30Q: 3 clusters Score -511974.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -511996.625000 Penalty: 881.127197
	Iteration 31Q: 3 clusters Score -511996.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -512016.968750 Penalty: 881.127197
	Iteration 32Q: 3 clusters Score -512017 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -512037.375000 Penalty: 881.127197
	Iteration 33Q: 3 clusters Score -512037.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -512064.968750 Penalty: 881.127197
	Iteration 34Q: 3 clusters Score -512065 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -512100.343750 Penalty: 881.127197
	Iteration 35Q: 3 clusters Score -512100.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -512137.593750 Penalty: 881.127197
	Iteration 36Q: 3 clusters Score -512137.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -512153.218750 Penalty: 881.127197
	Iteration 37Q: 3 clusters Score -512153.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -512167.375000 Penalty: 881.127197
	Iteration 38Q: 3 clusters Score -512167.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -512180.593750 Penalty: 881.127197
	Iteration 39Q: 3 clusters Score -512180.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -512188.750000 Penalty: 881.127197
	Iteration 40F: 3 clusters Score -512188.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -512199.375000 Penalty: 881.127197
	Iteration 41Q: 3 clusters Score -512199.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -512211.375000 Penalty: 881.127197
	Iteration 42Q: 3 clusters Score -512211.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -512222.281250 Penalty: 881.127197
	Iteration 43Q: 3 clusters Score -512222.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -512229.718750 Penalty: 881.127197
	Iteration 44Q: 3 clusters Score -512229.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -512243.406250 Penalty: 881.127197
	Iteration 45Q: 3 clusters Score -512243.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -512252.375000 Penalty: 881.127197
	Iteration 46Q: 3 clusters Score -512252.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -512260.062500 Penalty: 881.127197
	Iteration 47Q: 3 clusters Score -512260.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -512266.125000 Penalty: 881.127197
	Iteration 48Q: 3 clusters Score -512266.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -512273.593750 Penalty: 881.127197
	Iteration 49Q: 3 clusters Score -512273.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -512280.750000 Penalty: 881.127197
	Iteration 50Q: 3 clusters Score -512280.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -512286.687500 Penalty: 881.127197
	Iteration 51Q: 3 clusters Score -512286.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -512294.375000 Penalty: 881.127197
	Iteration 52Q: 3 clusters Score -512294.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -512296.437500 Penalty: 881.127197
	Iteration 53Q: 3 clusters Score -512296.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -512297.843750 Penalty: 881.127197
	Iteration 54Q: 3 clusters Score -512297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -512298.875000 Penalty: 881.127197
	Iteration 55Q: 3 clusters Score -512298.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -512301.468750 Penalty: 881.127197
	Iteration 56Q: 3 clusters Score -512301.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -512303.218750 Penalty: 881.127197
	Iteration 57Q: 3 clusters Score -512303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -512308.218750 Penalty: 881.127197
	Iteration 58Q: 3 clusters Score -512308.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -512312.812500 Penalty: 881.127197
	Iteration 59Q: 3 clusters Score -512312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -512312.718750 Penalty: 881.127197
	Iteration 60F: 3 clusters Score -512312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -512315.093750 Penalty: 881.127197
	Iteration 61Q: 3 clusters Score -512315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -512316.531250 Penalty: 881.127197
	Iteration 62Q: 3 clusters Score -512316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -512317.750000 Penalty: 881.127197
	Iteration 63Q: 3 clusters Score -512317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -512319.250000 Penalty: 881.127197
	Iteration 64Q: 3 clusters Score -512319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -512318.843750 Penalty: 881.127197
	Iteration 65Q: 3 clusters Score -512318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -512319.750000 Penalty: 881.127197
	Iteration 66Q: 3 clusters Score -512319.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -512321.187500 Penalty: 881.127197
	Iteration 67Q: 3 clusters Score -512321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -512321.000000 Penalty: 881.127197
	Iteration 68Q: 3 clusters Score -512321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -512322.406250 Penalty: 881.127197
	Iteration 69Q: 3 clusters Score -512322.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -512325.687500 Penalty: 881.127197
	Iteration 70Q: 3 clusters Score -512325.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -512327.125000 Penalty: 881.127197
	Iteration 71Q: 3 clusters Score -512327.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -512327.531250 Penalty: 881.127197
	Iteration 72Q: 3 clusters Score -512327.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -512328.781250 Penalty: 881.127197
	Iteration 73Q: 3 clusters Score -512328.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -512331.718750 Penalty: 881.127197
	Iteration 74Q: 3 clusters Score -512331.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -512333.375000 Penalty: 881.127197
	Iteration 75Q: 3 clusters Score -512333.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -512334.250000 Penalty: 881.127197
	Iteration 76Q: 3 clusters Score -512334.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -512336.281250 Penalty: 881.127197
	Iteration 77Q: 3 clusters Score -512336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -512336.937500 Penalty: 881.127197
	Iteration 78Q: 3 clusters Score -512336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -512338.968750 Penalty: 881.127197
	Iteration 79Q: 3 clusters Score -512339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -512339.093750 Penalty: 881.127197
	Iteration 80F: 3 clusters Score -512339.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Entering Unmasked Estep 
Score: -775489.312500 Penalty: 459.304474
	Iteration 0F: 2 clusters Score -775489.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -759273.687500 Penalty: 918.608948
	Iteration 0F: 3 clusters Score -759273.7 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -766257.375000 Penalty: 918.608948
	Iteration 1F: 3 clusters Score -766257.4 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -767026.812500 Penalty: 918.608948
	Iteration 2F: 3 clusters Score -767026.8 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -768117.312500 Penalty: 918.608948
	Iteration 3F: 3 clusters Score -768117.3 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -769448.937500 Penalty: 918.608948
	Iteration 4F: 3 clusters Score -769448.9 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -770821.625000 Penalty: 918.608948
	Iteration 5F: 3 clusters Score -770821.6 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -771895.812500 Penalty: 918.608948
	Iteration 6F: 3 clusters Score -771895.8 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -772539.875000 Penalty: 918.608948
	Iteration 7Q: 3 clusters Score -772539.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -772886.750000 Penalty: 918.608948
	Iteration 8Q: 3 clusters Score -772886.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -773133.750000 Penalty: 918.608948
	Iteration 9Q: 3 clusters Score -773133.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -773341.562500 Penalty: 918.608948
	Iteration 10Q: 3 clusters Score -773341.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -773524.062500 Penalty: 918.608948
	Iteration 11Q: 3 clusters Score -773524.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -773701.125000 Penalty: 918.608948
	Iteration 12Q: 3 clusters Score -773701.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -773859.312500 Penalty: 918.608948
	Iteration 13Q: 3 clusters Score -773859.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -774018.375000 Penalty: 918.608948
	Iteration 14Q: 3 clusters Score -774018.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -774172.687500 Penalty: 918.608948
	Iteration 15Q: 3 clusters Score -774172.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -774326.625000 Penalty: 918.608948
	Iteration 16Q: 3 clusters Score -774326.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -774458.000000 Penalty: 918.608948
	Iteration 17Q: 3 clusters Score -774458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -774577.562500 Penalty: 918.608948
	Iteration 18Q: 3 clusters Score -774577.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -774664.812500 Penalty: 918.608948
	Iteration 19Q: 3 clusters Score -774664.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -774727.750000 Penalty: 918.608948
	Iteration 20F: 3 clusters Score -774727.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -774789.437500 Penalty: 918.608948
	Iteration 21Q: 3 clusters Score -774789.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -774834.062500 Penalty: 918.608948
	Iteration 22Q: 3 clusters Score -774834.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -774882.687500 Penalty: 918.608948
	Iteration 23Q: 3 clusters Score -774882.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -774913.687500 Penalty: 918.608948
	Iteration 24Q: 3 clusters Score -774913.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -774934.812500 Penalty: 918.608948
	Iteration 25Q: 3 clusters Score -774934.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -774956.375000 Penalty: 918.608948
	Iteration 26Q: 3 clusters Score -774956.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -774973.625000 Penalty: 918.608948
	Iteration 27Q: 3 clusters Score -774973.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -774999.250000 Penalty: 918.608948
	Iteration 28Q: 3 clusters Score -774999.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -775020.250000 Penalty: 918.608948
	Iteration 29Q: 3 clusters Score -775020.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -775029.625000 Penalty: 918.608948
	Iteration 30Q: 3 clusters Score -775029.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -775039.812500 Penalty: 918.608948
	Iteration 31Q: 3 clusters Score -775039.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -775051.000000 Penalty: 918.608948
	Iteration 32Q: 3 clusters Score -775051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -775066.437500 Penalty: 918.608948
	Iteration 33Q: 3 clusters Score -775066.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -775079.625000 Penalty: 918.608948
	Iteration 34Q: 3 clusters Score -775079.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -775084.250000 Penalty: 918.608948
	Iteration 35Q: 3 clusters Score -775084.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -775093.500000 Penalty: 918.608948
	Iteration 36Q: 3 clusters Score -775093.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -775101.500000 Penalty: 918.608948
	Iteration 37Q: 3 clusters Score -775101.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -775108.625000 Penalty: 918.608948
	Iteration 38Q: 3 clusters Score -775108.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -775115.062500 Penalty: 918.608948
	Iteration 39Q: 3 clusters Score -775115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -775116.812500 Penalty: 918.608948
	Iteration 40F: 3 clusters Score -775116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -775120.062500 Penalty: 918.608948
	Iteration 41Q: 3 clusters Score -775120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -775121.125000 Penalty: 918.608948
	Iteration 42Q: 3 clusters Score -775121.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -775123.250000 Penalty: 918.608948
	Iteration 43Q: 3 clusters Score -775123.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -775122.875000 Penalty: 918.608948
	Iteration 44Q: 3 clusters Score -775122.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -775123.875000 Penalty: 918.608948
	Iteration 45Q: 3 clusters Score -775123.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -775124.562500 Penalty: 918.608948
	Iteration 46Q: 3 clusters Score -775124.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -775125.562500 Penalty: 918.608948
	Iteration 47Q: 3 clusters Score -775125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -775125.437500 Penalty: 918.608948
	Iteration 48Q: 3 clusters Score -775125.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -775124.937500 Penalty: 918.608948
	Iteration 49Q: 3 clusters Score -775124.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -775124.937500 Penalty: 918.608948
	Iteration 50F: 3 clusters Score -775124.9 nChanged 0
24->20 Clusters: Score -21496066.000000, best is -21497426.000000

Starting from 25 clusters...
--- Clustering full data set of 726864 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 30407 members 
Mstep: Class 3 contains 30485 members 
Mstep: Class 4 contains 30034 members 
Mstep: Class 5 contains 30353 members 
Mstep: Class 6 contains 30205 members 
Mstep: Class 7 contains 30296 members 
Mstep: Class 8 contains 30389 members 
Mstep: Class 9 contains 30205 members 
Mstep: Class 10 contains 30469 members 
Mstep: Class 11 contains 30198 members 
Mstep: Class 12 contains 30383 members 
Mstep: Class 13 contains 30399 members 
Mstep: Class 14 contains 30327 members 
Mstep: Class 15 contains 29911 members 
Mstep: Class 16 contains 30388 members 
Mstep: Class 17 contains 30444 members 
Mstep: Class 18 contains 30543 members 
Mstep: Class 19 contains 30266 members 
Mstep: Class 20 contains 30151 members 
Mstep: Class 21 contains 30013 members 
Mstep: Class 22 contains 30619 members 
Mstep: Class 23 contains 30051 members 
Mstep: Class 24 contains 30182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 152.268219 but Gain 614.090820
Score: -18764766.000000 Penalty: 14124.081055
Iteration 0F: 24 clusters Score -1.876477e+07 nChanged 694742
Entering Unmasked Mstep 
Mstep: Class 0 contains 495 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 78095 members 
Mstep: Class 3 contains 85138 members 
Mstep: Class 4 contains 8188 members 
Mstep: Class 5 contains 30848 members 
Mstep: Class 6 contains 10455 members 
Mstep: Class 7 contains 9683 members 
Mstep: Class 8 contains 20668 members 
Mstep: Class 9 contains 20972 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 33941 members 
Mstep: Class 12 contains 28407 members 
Mstep: Class 13 contains 28515 members 
Mstep: Class 14 contains 22703 members 
Mstep: Class 15 contains 12687 members 
Mstep: Class 16 contains 25080 members 
Mstep: Class 17 contains 16967 members 
Mstep: Class 18 contains 26977 members 
Mstep: Class 19 contains 10858 members 
Mstep: Class 21 contains 19136 members 
Mstep: Class 22 contains 84579 members 
Mstep: Class 23 contains 93573 members 
Mstep: Class 24 contains 16331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20590250.000000 Penalty: 14124.081055
Iteration 1F: 24 clusters Score -2.059025e+07 nChanged 221740
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 75257 members 
Mstep: Class 3 contains 91017 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 22450 members 
Mstep: Class 6 contains 4536 members 
Mstep: Class 7 contains 5464 members 
Mstep: Class 8 contains 18245 members 
Mstep: Class 9 contains 16772 members 
Mstep: Class 10 contains 14949 members 
Mstep: Class 11 contains 39132 members 
Mstep: Class 12 contains 29178 members 
Mstep: Class 13 contains 29495 members 
Mstep: Class 14 contains 19364 members 
Mstep: Class 15 contains 13894 members 
Mstep: Class 16 contains 19302 members 
Mstep: Class 17 contains 18174 members 
Mstep: Class 18 contains 22419 members 
Mstep: Class 19 contains 8990 members 
Mstep: Class 21 contains 15860 members 
Mstep: Class 22 contains 107426 members 
Mstep: Class 23 contains 121675 members 
Mstep: Class 24 contains 10981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20830430.000000 Penalty: 14124.081055
Iteration 2F: 24 clusters Score -2.083043e+07 nChanged 147978
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 70526 members 
Mstep: Class 3 contains 98942 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 15229 members 
Mstep: Class 6 contains 1965 members 
Mstep: Class 7 contains 3136 members 
Mstep: Class 8 contains 16031 members 
Mstep: Class 9 contains 13970 members 
Mstep: Class 10 contains 13962 members 
Mstep: Class 11 contains 43201 members 
Mstep: Class 12 contains 26808 members 
Mstep: Class 13 contains 34846 members 
Mstep: Class 14 contains 14606 members 
Mstep: Class 15 contains 16257 members 
Mstep: Class 16 contains 13943 members 
Mstep: Class 17 contains 19190 members 
Mstep: Class 18 contains 18670 members 
Mstep: Class 19 contains 7415 members 
Mstep: Class 21 contains 15840 members 
Mstep: Class 22 contains 121385 members 
Mstep: Class 23 contains 139370 members 
Mstep: Class 24 contains 6390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -20976564.000000 Penalty: 14124.081055
Iteration 3F: 24 clusters Score -2.097656e+07 nChanged 117600
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 65425 members 
Mstep: Class 3 contains 108538 members 
Mstep: Class 4 contains 3299 members 
Mstep: Class 5 contains 9783 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 1742 members 
Mstep: Class 8 contains 13445 members 
Mstep: Class 9 contains 11704 members 
Mstep: Class 10 contains 13227 members 
Mstep: Class 11 contains 46832 members 
Mstep: Class 12 contains 22805 members 
Mstep: Class 13 contains 41676 members 
Mstep: Class 14 contains 10115 members 
Mstep: Class 15 contains 17328 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 19195 members 
Mstep: Class 18 contains 15258 members 
Mstep: Class 19 contains 5656 members 
Mstep: Class 21 contains 16208 members 
Mstep: Class 22 contains 129588 members 
Mstep: Class 23 contains 153912 members 
Mstep: Class 24 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21090920.000000 Penalty: 14124.081055
Iteration 4F: 24 clusters Score -2.109092e+07 nChanged 98681
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 58986 members 
Mstep: Class 3 contains 117538 members 
Mstep: Class 4 contains 2725 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 999 members 
Mstep: Class 7 contains 974 members 
Mstep: Class 8 contains 10846 members 
Mstep: Class 9 contains 9662 members 
Mstep: Class 10 contains 12497 members 
Mstep: Class 11 contains 48188 members 
Mstep: Class 12 contains 18650 members 
Mstep: Class 13 contains 49250 members 
Mstep: Class 14 contains 6904 members 
Mstep: Class 15 contains 17784 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 19519 members 
Mstep: Class 18 contains 11847 members 
Mstep: Class 19 contains 4084 members 
Mstep: Class 21 contains 15725 members 
Mstep: Class 22 contains 133627 members 
Mstep: Class 23 contains 168428 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21186290.000000 Penalty: 14124.081055
Iteration 5F: 24 clusters Score -2.118629e+07 nChanged 82793
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 51104 members 
Mstep: Class 3 contains 126476 members 
Mstep: Class 4 contains 2149 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 598 members 
Mstep: Class 8 contains 8797 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 11668 members 
Mstep: Class 11 contains 46553 members 
Mstep: Class 12 contains 15324 members 
Mstep: Class 13 contains 56267 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 17804 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 17 contains 19885 members 
Mstep: Class 18 contains 8687 members 
Mstep: Class 19 contains 2895 members 
Mstep: Class 21 contains 14238 members 
Mstep: Class 22 contains 134047 members 
Mstep: Class 23 contains 184168 members 
Mstep: Class 24 contains 776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 421.524689 but Gain 614.089844
Score: -21257070.000000 Penalty: 13509.991211
Iteration 6F: 23 clusters Score -2.125707e+07 nChanged 66691
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 43175 members 
Mstep: Class 3 contains 135901 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 4149 members 
Mstep: Class 6 contains 2211 members 
Mstep: Class 7 contains 449 members 
Mstep: Class 8 contains 7388 members 
Mstep: Class 9 contains 6407 members 
Mstep: Class 10 contains 10685 members 
Mstep: Class 11 contains 43067 members 
Mstep: Class 12 contains 13338 members 
Mstep: Class 13 contains 62197 members 
Mstep: Class 14 contains 2702 members 
Mstep: Class 15 contains 17628 members 
Mstep: Class 16 contains 1238 members 
Mstep: Class 17 contains 20124 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 2214 members 
Mstep: Class 21 contains 12172 members 
Mstep: Class 22 contains 131803 members 
Mstep: Class 23 contains 199187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21307356.000000 Penalty: 13509.991211
Iteration 7F: 23 clusters Score -2.130736e+07 nChanged 51834
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 36235 members 
Mstep: Class 3 contains 144903 members 
Mstep: Class 4 contains 1278 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 416 members 
Mstep: Class 8 contains 6516 members 
Mstep: Class 9 contains 5008 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 11 contains 38731 members 
Mstep: Class 12 contains 12809 members 
Mstep: Class 13 contains 66689 members 
Mstep: Class 14 contains 1498 members 
Mstep: Class 15 contains 17289 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 20277 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 1972 members 
Mstep: Class 21 contains 9925 members 
Mstep: Class 22 contains 127599 members 
Mstep: Class 23 contains 212125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21342908.000000 Penalty: 13509.991211
Iteration 8F: 23 clusters Score -2.134291e+07 nChanged 41354
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 30827 members 
Mstep: Class 3 contains 153362 members 
Mstep: Class 4 contains 961 members 
Mstep: Class 5 contains 4113 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 457 members 
Mstep: Class 8 contains 5875 members 
Mstep: Class 9 contains 3733 members 
Mstep: Class 10 contains 9497 members 
Mstep: Class 11 contains 34050 members 
Mstep: Class 12 contains 13037 members 
Mstep: Class 13 contains 69790 members 
Mstep: Class 14 contains 961 members 
Mstep: Class 15 contains 16726 members 
Mstep: Class 16 contains 465 members 
Mstep: Class 17 contains 20548 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 1909 members 
Mstep: Class 21 contains 7769 members 
Mstep: Class 22 contains 122172 members 
Mstep: Class 23 contains 223311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 528.944580 but Gain 614.090820
Score: -21368524.000000 Penalty: 12895.900391
Iteration 9F: 22 clusters Score -2.136852e+07 nChanged 34318
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 26909 members 
Mstep: Class 3 contains 161325 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 4036 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 514 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 2704 members 
Mstep: Class 10 contains 9130 members 
Mstep: Class 11 contains 29560 members 
Mstep: Class 12 contains 13408 members 
Mstep: Class 13 contains 71584 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 15 contains 16020 members 
Mstep: Class 17 contains 20948 members 
Mstep: Class 18 contains 1618 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 21 contains 6009 members 
Mstep: Class 22 contains 116289 members 
Mstep: Class 23 contains 233392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 405.607849 but Gain 614.090820
Score: -21388230.000000 Penalty: 12281.809570
Iteration 10Q: 21 clusters Score -2.138823e+07 nChanged 29002
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 24313 members 
Mstep: Class 3 contains 168807 members 
Mstep: Class 4 contains 581 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 4250 members 
Mstep: Class 7 contains 647 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 1865 members 
Mstep: Class 10 contains 8670 members 
Mstep: Class 11 contains 25150 members 
Mstep: Class 12 contains 13793 members 
Mstep: Class 13 contains 72375 members 
Mstep: Class 14 contains 727 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 17 contains 21445 members 
Mstep: Class 18 contains 1044 members 
Mstep: Class 19 contains 1880 members 
Mstep: Class 21 contains 4599 members 
Mstep: Class 22 contains 110206 members 
Mstep: Class 23 contains 242499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21404686.000000 Penalty: 12281.809570
Iteration 11Q: 21 clusters Score -2.140469e+07 nChanged 24573
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 22661 members 
Mstep: Class 3 contains 175307 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 4279 members 
Mstep: Class 7 contains 821 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 1242 members 
Mstep: Class 10 contains 8141 members 
Mstep: Class 11 contains 21087 members 
Mstep: Class 12 contains 13972 members 
Mstep: Class 13 contains 72343 members 
Mstep: Class 14 contains 773 members 
Mstep: Class 15 contains 14709 members 
Mstep: Class 17 contains 22028 members 
Mstep: Class 18 contains 670 members 
Mstep: Class 19 contains 1833 members 
Mstep: Class 21 contains 3538 members 
Mstep: Class 22 contains 104288 members 
Mstep: Class 23 contains 250822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 441.495575 but Gain 614.089844
Score: -21417426.000000 Penalty: 11667.719727
Iteration 12Q: 20 clusters Score -2.141743e+07 nChanged 21830
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 21674 members 
Mstep: Class 3 contains 181761 members 
Mstep: Class 4 contains 439 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 4149 members 
Mstep: Class 7 contains 920 members 
Mstep: Class 8 contains 3784 members 
Mstep: Class 9 contains 802 members 
Mstep: Class 10 contains 7522 members 
Mstep: Class 11 contains 17579 members 
Mstep: Class 12 contains 14136 members 
Mstep: Class 13 contains 71702 members 
Mstep: Class 14 contains 876 members 
Mstep: Class 15 contains 14124 members 
Mstep: Class 17 contains 22633 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 21 contains 2757 members 
Mstep: Class 22 contains 98721 members 
Mstep: Class 23 contains 258185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 484.389954 but Gain 614.090820
Score: -21427710.000000 Penalty: 11053.628906
Iteration 13Q: 19 clusters Score -2.142771e+07 nChanged 19221
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 21062 members 
Mstep: Class 3 contains 187836 members 
Mstep: Class 4 contains 405 members 
Mstep: Class 5 contains 3062 members 
Mstep: Class 6 contains 3943 members 
Mstep: Class 7 contains 981 members 
Mstep: Class 8 contains 3307 members 
Mstep: Class 10 contains 6874 members 
Mstep: Class 11 contains 14731 members 
Mstep: Class 12 contains 14328 members 
Mstep: Class 13 contains 70565 members 
Mstep: Class 14 contains 1001 members 
Mstep: Class 15 contains 13570 members 
Mstep: Class 17 contains 23251 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 21 contains 2143 members 
Mstep: Class 22 contains 93360 members 
Mstep: Class 23 contains 264703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 560.072388 but Gain 614.090820
Score: -21436646.000000 Penalty: 10439.538086
Iteration 14Q: 18 clusters Score -2.143665e+07 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 20583 members 
Mstep: Class 3 contains 193227 members 
Mstep: Class 5 contains 2827 members 
Mstep: Class 6 contains 3692 members 
Mstep: Class 7 contains 1042 members 
Mstep: Class 8 contains 2828 members 
Mstep: Class 10 contains 6368 members 
Mstep: Class 11 contains 12403 members 
Mstep: Class 12 contains 14551 members 
Mstep: Class 13 contains 69003 members 
Mstep: Class 14 contains 1109 members 
Mstep: Class 15 contains 12998 members 
Mstep: Class 17 contains 23877 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 21 contains 1688 members 
Mstep: Class 22 contains 88323 members 
Mstep: Class 23 contains 270645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21443836.000000 Penalty: 10439.538086
Iteration 15Q: 18 clusters Score -2.144384e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 20035 members 
Mstep: Class 3 contains 198185 members 
Mstep: Class 5 contains 2614 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 1077 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 10 contains 5824 members 
Mstep: Class 11 contains 10445 members 
Mstep: Class 12 contains 14790 members 
Mstep: Class 13 contains 67144 members 
Mstep: Class 14 contains 1197 members 
Mstep: Class 15 contains 12563 members 
Mstep: Class 17 contains 24435 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 21 contains 1339 members 
Mstep: Class 22 contains 83437 members 
Mstep: Class 23 contains 276309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21449902.000000 Penalty: 10439.538086
Iteration 16Q: 18 clusters Score -2.14499e+07 nChanged 14407
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 19419 members 
Mstep: Class 3 contains 202887 members 
Mstep: Class 5 contains 2393 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 1107 members 
Mstep: Class 8 contains 1973 members 
Mstep: Class 10 contains 5348 members 
Mstep: Class 11 contains 8824 members 
Mstep: Class 12 contains 15013 members 
Mstep: Class 13 contains 65166 members 
Mstep: Class 14 contains 1279 members 
Mstep: Class 15 contains 12185 members 
Mstep: Class 17 contains 24945 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 78705 members 
Mstep: Class 23 contains 281704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21455328.000000 Penalty: 10439.538086
Iteration 17Q: 18 clusters Score -2.145533e+07 nChanged 13415
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 18745 members 
Mstep: Class 3 contains 207232 members 
Mstep: Class 5 contains 2148 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 1133 members 
Mstep: Class 8 contains 1583 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 7451 members 
Mstep: Class 12 contains 15230 members 
Mstep: Class 13 contains 63207 members 
Mstep: Class 14 contains 1356 members 
Mstep: Class 15 contains 11907 members 
Mstep: Class 17 contains 25388 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 21 contains 937 members 
Mstep: Class 22 contains 74213 members 
Mstep: Class 23 contains 286870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21460252.000000 Penalty: 10439.538086
Iteration 18Q: 18 clusters Score -2.146025e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 18006 members 
Mstep: Class 3 contains 211165 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 1156 members 
Mstep: Class 8 contains 1269 members 
Mstep: Class 10 contains 4421 members 
Mstep: Class 11 contains 6370 members 
Mstep: Class 12 contains 15438 members 
Mstep: Class 13 contains 61335 members 
Mstep: Class 14 contains 1446 members 
Mstep: Class 15 contains 11644 members 
Mstep: Class 17 contains 25711 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 21 contains 791 members 
Mstep: Class 22 contains 70022 members 
Mstep: Class 23 contains 291630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21464408.000000 Penalty: 10439.538086
Iteration 19Q: 18 clusters Score -2.146441e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 17296 members 
Mstep: Class 3 contains 214699 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 1201 members 
Mstep: Class 8 contains 1021 members 
Mstep: Class 10 contains 4010 members 
Mstep: Class 11 contains 5416 members 
Mstep: Class 12 contains 15635 members 
Mstep: Class 13 contains 59608 members 
Mstep: Class 14 contains 1511 members 
Mstep: Class 15 contains 11393 members 
Mstep: Class 17 contains 25946 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 21 contains 670 members 
Mstep: Class 22 contains 66115 members 
Mstep: Class 23 contains 296078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21468152.000000 Penalty: 10439.538086
Iteration 20F: 18 clusters Score -2.146815e+07 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 2 contains 16704 members 
Mstep: Class 3 contains 217817 members 
Mstep: Class 5 contains 1705 members 
Mstep: Class 6 contains 2757 members 
Mstep: Class 7 contains 1259 members 
Mstep: Class 8 contains 803 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 15809 members 
Mstep: Class 13 contains 57967 members 
Mstep: Class 14 contains 1631 members 
Mstep: Class 15 contains 11228 members 
Mstep: Class 17 contains 26132 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 62484 members 
Mstep: Class 23 contains 300141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21471596.000000 Penalty: 10439.538086
Iteration 21Q: 18 clusters Score -2.14716e+07 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 16148 members 
Mstep: Class 3 contains 220444 members 
Mstep: Class 5 contains 1646 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 1300 members 
Mstep: Class 8 contains 638 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 11 contains 3935 members 
Mstep: Class 12 contains 15956 members 
Mstep: Class 13 contains 56491 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 11095 members 
Mstep: Class 17 contains 26206 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 21 contains 534 members 
Mstep: Class 22 contains 59064 members 
Mstep: Class 23 contains 304026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21474060.000000 Penalty: 10439.538086
Iteration 22Q: 18 clusters Score -2.147406e+07 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 15712 members 
Mstep: Class 3 contains 222599 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 534 members 
Mstep: Class 10 contains 3069 members 
Mstep: Class 11 contains 3356 members 
Mstep: Class 12 contains 16081 members 
Mstep: Class 13 contains 55199 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 11005 members 
Mstep: Class 17 contains 26166 members 
Mstep: Class 19 contains 1614 members 
Mstep: Class 21 contains 499 members 
Mstep: Class 22 contains 55880 members 
Mstep: Class 23 contains 307649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21476306.000000 Penalty: 10439.538086
Iteration 23Q: 18 clusters Score -2.147631e+07 nChanged 7474
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 15325 members 
Mstep: Class 3 contains 224390 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 1426 members 
Mstep: Class 8 contains 438 members 
Mstep: Class 10 contains 2846 members 
Mstep: Class 11 contains 2858 members 
Mstep: Class 12 contains 16167 members 
Mstep: Class 13 contains 54045 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 10981 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 19 contains 1628 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 52876 members 
Mstep: Class 23 contains 311090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21478434.000000 Penalty: 10439.538086
Iteration 24Q: 18 clusters Score -2.147843e+07 nChanged 6620
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 14982 members 
Mstep: Class 3 contains 225903 members 
Mstep: Class 5 contains 1645 members 
Mstep: Class 6 contains 2460 members 
Mstep: Class 7 contains 1498 members 
Mstep: Class 8 contains 380 members 
Mstep: Class 10 contains 2696 members 
Mstep: Class 11 contains 2460 members 
Mstep: Class 12 contains 16227 members 
Mstep: Class 13 contains 53060 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 10960 members 
Mstep: Class 17 contains 26047 members 
Mstep: Class 19 contains 1639 members 
Mstep: Class 21 contains 457 members 
Mstep: Class 22 contains 50104 members 
Mstep: Class 23 contains 314183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21480122.000000 Penalty: 10439.538086
Iteration 25Q: 18 clusters Score -2.148012e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 14668 members 
Mstep: Class 3 contains 227156 members 
Mstep: Class 5 contains 1673 members 
Mstep: Class 6 contains 2421 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 8 contains 345 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 2155 members 
Mstep: Class 12 contains 16274 members 
Mstep: Class 13 contains 52214 members 
Mstep: Class 14 contains 2258 members 
Mstep: Class 15 contains 10957 members 
Mstep: Class 17 contains 25965 members 
Mstep: Class 19 contains 1642 members 
Mstep: Class 21 contains 451 members 
Mstep: Class 22 contains 47446 members 
Mstep: Class 23 contains 317082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21481726.000000 Penalty: 10439.538086
Iteration 26Q: 18 clusters Score -2.148173e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 14407 members 
Mstep: Class 3 contains 228313 members 
Mstep: Class 5 contains 1718 members 
Mstep: Class 6 contains 2393 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 310 members 
Mstep: Class 10 contains 2472 members 
Mstep: Class 11 contains 1948 members 
Mstep: Class 12 contains 16317 members 
Mstep: Class 13 contains 51421 members 
Mstep: Class 14 contains 2387 members 
Mstep: Class 15 contains 10944 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 21 contains 446 members 
Mstep: Class 22 contains 44986 members 
Mstep: Class 23 contains 319617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21483290.000000 Penalty: 10439.538086
Iteration 27Q: 18 clusters Score -2.148329e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 14182 members 
Mstep: Class 3 contains 229360 members 
Mstep: Class 5 contains 1771 members 
Mstep: Class 6 contains 2365 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 16330 members 
Mstep: Class 13 contains 50700 members 
Mstep: Class 14 contains 2525 members 
Mstep: Class 15 contains 10940 members 
Mstep: Class 17 contains 25791 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 21 contains 443 members 
Mstep: Class 22 contains 42728 members 
Mstep: Class 23 contains 321889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21484278.000000 Penalty: 10439.538086
Iteration 28Q: 18 clusters Score -2.148428e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 230269 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 2344 members 
Mstep: Class 7 contains 1749 members 
Mstep: Class 8 contains 298 members 
Mstep: Class 10 contains 2324 members 
Mstep: Class 11 contains 1681 members 
Mstep: Class 12 contains 16333 members 
Mstep: Class 13 contains 50008 members 
Mstep: Class 14 contains 2631 members 
Mstep: Class 15 contains 10971 members 
Mstep: Class 17 contains 25713 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 21 contains 455 members 
Mstep: Class 22 contains 40597 members 
Mstep: Class 23 contains 324046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485132.000000 Penalty: 10439.538086
Iteration 29Q: 18 clusters Score -2.148513e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 231073 members 
Mstep: Class 5 contains 1814 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 1799 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 10 contains 2279 members 
Mstep: Class 11 contains 1616 members 
Mstep: Class 12 contains 16324 members 
Mstep: Class 13 contains 49392 members 
Mstep: Class 14 contains 2718 members 
Mstep: Class 15 contains 11021 members 
Mstep: Class 17 contains 25645 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 21 contains 476 members 
Mstep: Class 22 contains 38592 members 
Mstep: Class 23 contains 326057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21485890.000000 Penalty: 10439.538086
Iteration 30Q: 18 clusters Score -2.148589e+07 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 13579 members 
Mstep: Class 3 contains 231756 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 2295 members 
Mstep: Class 7 contains 1850 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 10 contains 2247 members 
Mstep: Class 11 contains 1558 members 
Mstep: Class 12 contains 16311 members 
Mstep: Class 13 contains 48878 members 
Mstep: Class 14 contains 2781 members 
Mstep: Class 15 contains 11052 members 
Mstep: Class 17 contains 25608 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 21 contains 507 members 
Mstep: Class 22 contains 36749 members 
Mstep: Class 23 contains 327897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21486576.000000 Penalty: 10439.538086
Iteration 31Q: 18 clusters Score -2.148658e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 232350 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 2275 members 
Mstep: Class 7 contains 1898 members 
Mstep: Class 8 contains 311 members 
Mstep: Class 10 contains 2230 members 
Mstep: Class 11 contains 1511 members 
Mstep: Class 12 contains 16297 members 
Mstep: Class 13 contains 48409 members 
Mstep: Class 14 contains 2808 members 
Mstep: Class 15 contains 11095 members 
Mstep: Class 17 contains 25589 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 21 contains 554 members 
Mstep: Class 22 contains 35062 members 
Mstep: Class 23 contains 329559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487012.000000 Penalty: 10439.538086
Iteration 32Q: 18 clusters Score -2.148701e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 13260 members 
Mstep: Class 3 contains 232861 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 2245 members 
Mstep: Class 7 contains 1937 members 
Mstep: Class 8 contains 320 members 
Mstep: Class 10 contains 2206 members 
Mstep: Class 11 contains 1485 members 
Mstep: Class 12 contains 16278 members 
Mstep: Class 13 contains 48025 members 
Mstep: Class 14 contains 2824 members 
Mstep: Class 15 contains 11165 members 
Mstep: Class 17 contains 25569 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 33506 members 
Mstep: Class 23 contains 331089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487424.000000 Penalty: 10439.538086
Iteration 33Q: 18 clusters Score -2.148742e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 13125 members 
Mstep: Class 3 contains 233352 members 
Mstep: Class 5 contains 1864 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 1974 members 
Mstep: Class 8 contains 329 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 12 contains 16252 members 
Mstep: Class 13 contains 47676 members 
Mstep: Class 14 contains 2836 members 
Mstep: Class 15 contains 11222 members 
Mstep: Class 17 contains 25550 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 21 contains 634 members 
Mstep: Class 22 contains 32022 members 
Mstep: Class 23 contains 332519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21487812.000000 Penalty: 10439.538086
Iteration 34Q: 18 clusters Score -2.148781e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 12979 members 
Mstep: Class 3 contains 233771 members 
Mstep: Class 5 contains 1869 members 
Mstep: Class 6 contains 2214 members 
Mstep: Class 7 contains 1997 members 
Mstep: Class 8 contains 334 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 12 contains 16232 members 
Mstep: Class 13 contains 47384 members 
Mstep: Class 14 contains 2848 members 
Mstep: Class 15 contains 11275 members 
Mstep: Class 17 contains 25546 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 21 contains 642 members 
Mstep: Class 22 contains 30693 members 
Mstep: Class 23 contains 333805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488162.000000 Penalty: 10439.538086
Iteration 35Q: 18 clusters Score -2.148816e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 12868 members 
Mstep: Class 3 contains 234089 members 
Mstep: Class 5 contains 1872 members 
Mstep: Class 6 contains 2218 members 
Mstep: Class 7 contains 2019 members 
Mstep: Class 8 contains 343 members 
Mstep: Class 10 contains 2157 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 16203 members 
Mstep: Class 13 contains 47137 members 
Mstep: Class 14 contains 2843 members 
Mstep: Class 15 contains 11309 members 
Mstep: Class 17 contains 25544 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 21 contains 651 members 
Mstep: Class 22 contains 29467 members 
Mstep: Class 23 contains 335036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488382.000000 Penalty: 10439.538086
Iteration 36Q: 18 clusters Score -2.148838e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 12767 members 
Mstep: Class 3 contains 234354 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 2229 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 347 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 1504 members 
Mstep: Class 12 contains 16182 members 
Mstep: Class 13 contains 46922 members 
Mstep: Class 14 contains 2842 members 
Mstep: Class 15 contains 11325 members 
Mstep: Class 17 contains 25547 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 656 members 
Mstep: Class 22 contains 28329 members 
Mstep: Class 23 contains 336183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488592.000000 Penalty: 10439.538086
Iteration 37Q: 18 clusters Score -2.148859e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 234606 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 2226 members 
Mstep: Class 7 contains 2043 members 
Mstep: Class 8 contains 346 members 
Mstep: Class 10 contains 2139 members 
Mstep: Class 11 contains 1526 members 
Mstep: Class 12 contains 16154 members 
Mstep: Class 13 contains 46729 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 11346 members 
Mstep: Class 17 contains 25529 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 21 contains 660 members 
Mstep: Class 22 contains 27257 members 
Mstep: Class 23 contains 337289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21488834.000000 Penalty: 10439.538086
Iteration 38Q: 18 clusters Score -2.148883e+07 nChanged 1890
Entering ConstructFrom: 
Score: -21488834.000000 Penalty: 10439.538086
Entering ConstructFrom: 
Trying to split cluster 2 (12608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Entering Unmasked Estep 
Score: -379951.687500 Penalty: 429.614960
	Iteration 0F: 2 clusters Score -379951.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -371524.031250 Penalty: 859.229919
	Iteration 0F: 3 clusters Score -371524 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -374879.468750 Penalty: 859.229919
	Iteration 1F: 3 clusters Score -374879.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -375045.968750 Penalty: 859.229919
	Iteration 2Q: 3 clusters Score -375046 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -375196.906250 Penalty: 859.229919
	Iteration 3Q: 3 clusters Score -375196.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -375364.343750 Penalty: 859.229919
	Iteration 4Q: 3 clusters Score -375364.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -375574.156250 Penalty: 859.229919
	Iteration 5Q: 3 clusters Score -375574.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -375864.250000 Penalty: 859.229919
	Iteration 6Q: 3 clusters Score -375864.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -376272.875000 Penalty: 859.229919
	Iteration 7F: 3 clusters Score -376272.9 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -376756.687500 Penalty: 859.229919
	Iteration 8F: 3 clusters Score -376756.7 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -377232.312500 Penalty: 859.229919
	Iteration 9F: 3 clusters Score -377232.3 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -377631.937500 Penalty: 859.229919
	Iteration 10Q: 3 clusters Score -377631.9 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -377935.875000 Penalty: 859.229919
	Iteration 11Q: 3 clusters Score -377935.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -378134.343750 Penalty: 859.229919
	Iteration 12Q: 3 clusters Score -378134.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -378302.500000 Penalty: 859.229919
	Iteration 13Q: 3 clusters Score -378302.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -378443.781250 Penalty: 859.229919
	Iteration 14Q: 3 clusters Score -378443.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -378568.500000 Penalty: 859.229919
	Iteration 15Q: 3 clusters Score -378568.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -378694.718750 Penalty: 859.229919
	Iteration 16Q: 3 clusters Score -378694.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -378844.468750 Penalty: 859.229919
	Iteration 17Q: 3 clusters Score -378844.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -378987.937500 Penalty: 859.229919
	Iteration 18Q: 3 clusters Score -378987.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -379125.343750 Penalty: 859.229919
	Iteration 19Q: 3 clusters Score -379125.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -379243.906250 Penalty: 859.229919
	Iteration 20F: 3 clusters Score -379243.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -379328.500000 Penalty: 859.229919
	Iteration 21Q: 3 clusters Score -379328.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -379406.468750 Penalty: 859.229919
	Iteration 22Q: 3 clusters Score -379406.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -379462.312500 Penalty: 859.229919
	Iteration 23Q: 3 clusters Score -379462.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -379506.343750 Penalty: 859.229919
	Iteration 24Q: 3 clusters Score -379506.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -379535.156250 Penalty: 859.229919
	Iteration 25Q: 3 clusters Score -379535.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -379552.250000 Penalty: 859.229919
	Iteration 26Q: 3 clusters Score -379552.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -379559.843750 Penalty: 859.229919
	Iteration 27Q: 3 clusters Score -379559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -379564.875000 Penalty: 859.229919
	Iteration 28Q: 3 clusters Score -379564.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -379569.968750 Penalty: 859.229919
	Iteration 29Q: 3 clusters Score -379570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -379573.500000 Penalty: 859.229919
	Iteration 30Q: 3 clusters Score -379573.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -379575.531250 Penalty: 859.229919
	Iteration 31Q: 3 clusters Score -379575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -379576.156250 Penalty: 859.229919
	Iteration 32Q: 3 clusters Score -379576.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -379576.156250 Penalty: 859.229919
	Iteration 33F: 3 clusters Score -379576.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (234841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234841 members 
Entering Unmasked Estep 
Score: -6976613.500000 Penalty: 562.683228
	Iteration 0F: 2 clusters Score -6976614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -6816623.000000 Penalty: 1125.366455
	Iteration 0F: 3 clusters Score -6816623 nChanged 115585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105465 members 
Mstep: Class 2 contains 129376 members 
Entering Unmasked Estep 
Score: -6887829.500000 Penalty: 1125.366455
	Iteration 1F: 3 clusters Score -6887830 nChanged 10875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98380 members 
Mstep: Class 2 contains 136461 members 
Entering Unmasked Estep 
Score: -6892123.000000 Penalty: 1125.366455
	Iteration 2Q: 3 clusters Score -6892123 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88416 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -6899117.000000 Penalty: 1125.366455
	Iteration 3F: 3 clusters Score -6899117 nChanged 15061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75513 members 
Mstep: Class 2 contains 159328 members 
Entering Unmasked Estep 
Score: -6910459.500000 Penalty: 1125.366455
	Iteration 4F: 3 clusters Score -6910460 nChanged 16634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60861 members 
Mstep: Class 2 contains 173980 members 
Entering Unmasked Estep 
Score: -6926194.000000 Penalty: 1125.366455
	Iteration 5F: 3 clusters Score -6926194 nChanged 15172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 187102 members 
Entering Unmasked Estep 
Score: -6941307.000000 Penalty: 1125.366455
	Iteration 6F: 3 clusters Score -6941307 nChanged 11440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 196466 members 
Entering Unmasked Estep 
Score: -6951071.000000 Penalty: 1125.366455
	Iteration 7Q: 3 clusters Score -6951071 nChanged 7959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 203407 members 
Entering Unmasked Estep 
Score: -6956595.000000 Penalty: 1125.366455
	Iteration 8Q: 3 clusters Score -6956595 nChanged 6033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -6960631.500000 Penalty: 1125.366455
	Iteration 9Q: 3 clusters Score -6960632 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 214377 members 
Entering Unmasked Estep 
Score: -6963953.000000 Penalty: 1125.366455
	Iteration 10Q: 3 clusters Score -6963953 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 218936 members 
Entering Unmasked Estep 
Score: -6966866.000000 Penalty: 1125.366455
	Iteration 11Q: 3 clusters Score -6966866 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 222789 members 
Entering Unmasked Estep 
Score: -6969386.000000 Penalty: 1125.366455
	Iteration 12Q: 3 clusters Score -6969386 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 225935 members 
Entering Unmasked Estep 
Score: -6971549.000000 Penalty: 1125.366455
	Iteration 13Q: 3 clusters Score -6971549 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 228383 members 
Entering Unmasked Estep 
Score: -6973097.500000 Penalty: 1125.366455
	Iteration 14Q: 3 clusters Score -6973098 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 230149 members 
Entering Unmasked Estep 
Score: -6974164.000000 Penalty: 1125.366455
	Iteration 15Q: 3 clusters Score -6974164 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 231396 members 
Entering Unmasked Estep 
Score: -6974905.500000 Penalty: 1125.366455
	Iteration 16Q: 3 clusters Score -6974906 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 232265 members 
Entering Unmasked Estep 
Score: -6975351.000000 Penalty: 1125.366455
	Iteration 17Q: 3 clusters Score -6975351 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 232846 members 
Entering Unmasked Estep 
Score: -6975626.500000 Penalty: 1125.366455
	Iteration 18Q: 3 clusters Score -6975626 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 233260 members 
Entering Unmasked Estep 
Score: -6975843.000000 Penalty: 1125.366455
	Iteration 19Q: 3 clusters Score -6975843 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 233530 members 
Entering Unmasked Estep 
Score: -6975963.500000 Penalty: 1125.366455
	Iteration 20F: 3 clusters Score -6975964 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 233712 members 
Entering Unmasked Estep 
Score: -6976020.500000 Penalty: 1125.366455
	Iteration 21Q: 3 clusters Score -6976020 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 233836 members 
Entering Unmasked Estep 
Score: -6976057.000000 Penalty: 1125.366455
	Iteration 22Q: 3 clusters Score -6976057 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 233927 members 
Entering Unmasked Estep 
Score: -6976086.500000 Penalty: 1125.366455
	Iteration 23Q: 3 clusters Score -6976086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 233987 members 
Entering Unmasked Estep 
Score: -6976104.500000 Penalty: 1125.366455
	Iteration 24Q: 3 clusters Score -6976104 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 234038 members 
Entering Unmasked Estep 
Score: -6976119.500000 Penalty: 1125.366455
	Iteration 25Q: 3 clusters Score -6976120 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 234068 members 
Entering Unmasked Estep 
Score: -6976122.500000 Penalty: 1125.366455
	Iteration 26Q: 3 clusters Score -6976122 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 234106 members 
Entering Unmasked Estep 
Score: -6976137.500000 Penalty: 1125.366455
	Iteration 27Q: 3 clusters Score -6976138 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 234139 members 
Entering Unmasked Estep 
Score: -6976159.500000 Penalty: 1125.366455
	Iteration 28Q: 3 clusters Score -6976160 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 234165 members 
Entering Unmasked Estep 
Score: -6976174.000000 Penalty: 1125.366455
	Iteration 29Q: 3 clusters Score -6976174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 234182 members 
Entering Unmasked Estep 
Score: -6976190.000000 Penalty: 1125.366455
	Iteration 30Q: 3 clusters Score -6976190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 234202 members 
Entering Unmasked Estep 
Score: -6976200.500000 Penalty: 1125.366455
	Iteration 31Q: 3 clusters Score -6976200 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 234233 members 
Entering Unmasked Estep 
Score: -6976218.000000 Penalty: 1125.366455
	Iteration 32Q: 3 clusters Score -6976218 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 234250 members 
Entering Unmasked Estep 
Score: -6976238.000000 Penalty: 1125.366455
	Iteration 33Q: 3 clusters Score -6976238 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 234264 members 
Entering Unmasked Estep 
Score: -6976262.500000 Penalty: 1125.366455
	Iteration 34Q: 3 clusters Score -6976262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 234281 members 
Entering Unmasked Estep 
Score: -6976300.000000 Penalty: 1125.366455
	Iteration 35Q: 3 clusters Score -6976300 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 234285 members 
Entering Unmasked Estep 
Score: -6976317.500000 Penalty: 1125.366455
	Iteration 36Q: 3 clusters Score -6976318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 234289 members 
Entering Unmasked Estep 
Score: -6976342.500000 Penalty: 1125.366455
	Iteration 37Q: 3 clusters Score -6976342 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 234293 members 
Entering Unmasked Estep 
Score: -6976370.500000 Penalty: 1125.366455
	Iteration 38Q: 3 clusters Score -6976370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 234298 members 
Entering Unmasked Estep 
Score: -6976398.000000 Penalty: 1125.366455
	Iteration 39Q: 3 clusters Score -6976398 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 234289 members 
Entering Unmasked Estep 
Score: -6976437.500000 Penalty: 1125.366455
	Iteration 40F: 3 clusters Score -6976438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 234267 members 
Entering Unmasked Estep 
Score: -6976496.500000 Penalty: 1125.366455
	Iteration 41Q: 3 clusters Score -6976496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 234237 members 
Entering Unmasked Estep 
Score: -6976529.000000 Penalty: 1125.366455
	Iteration 42Q: 3 clusters Score -6976529 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 234199 members 
Entering Unmasked Estep 
Score: -6976569.500000 Penalty: 1125.366455
	Iteration 43Q: 3 clusters Score -6976570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 234164 members 
Entering Unmasked Estep 
Score: -6976590.000000 Penalty: 1125.366455
	Iteration 44Q: 3 clusters Score -6976590 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 234131 members 
Entering Unmasked Estep 
Score: -6976581.500000 Penalty: 1125.366455
	Iteration 45Q: 3 clusters Score -6976582 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 234095 members 
Entering Unmasked Estep 
Score: -6976587.500000 Penalty: 1125.366455
	Iteration 46Q: 3 clusters Score -6976588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 234066 members 
Entering Unmasked Estep 
Score: -6976595.500000 Penalty: 1125.366455
	Iteration 47Q: 3 clusters Score -6976596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 234030 members 
Entering Unmasked Estep 
Score: -6976595.500000 Penalty: 1125.366455
	Iteration 48Q: 3 clusters Score -6976596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 234004 members 
Entering Unmasked Estep 
Score: -6976601.000000 Penalty: 1125.366455
	Iteration 49Q: 3 clusters Score -6976601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 233982 members 
Entering Unmasked Estep 
Score: -6976599.000000 Penalty: 1125.366455
	Iteration 50Q: 3 clusters Score -6976599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 233963 members 
Entering Unmasked Estep 
Score: -6976602.000000 Penalty: 1125.366455
	Iteration 51Q: 3 clusters Score -6976602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 233947 members 
Entering Unmasked Estep 
Score: -6976618.000000 Penalty: 1125.366455
	Iteration 52Q: 3 clusters Score -6976618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 233936 members 
Entering Unmasked Estep 
Score: -6976625.500000 Penalty: 1125.366455
	Iteration 53Q: 3 clusters Score -6976626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 233921 members 
Entering Unmasked Estep 
Score: -6976620.000000 Penalty: 1125.366455
	Iteration 54Q: 3 clusters Score -6976620 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 233904 members 
Entering Unmasked Estep 
Score: -6976626.000000 Penalty: 1125.366455
	Iteration 55Q: 3 clusters Score -6976626 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 233889 members 
Entering Unmasked Estep 
Score: -6976638.500000 Penalty: 1125.366455
	Iteration 56Q: 3 clusters Score -6976638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 233877 members 
Entering Unmasked Estep 
Score: -6976638.000000 Penalty: 1125.366455
	Iteration 57Q: 3 clusters Score -6976638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 233866 members 
Entering Unmasked Estep 
Score: -6976636.000000 Penalty: 1125.366455
	Iteration 58Q: 3 clusters Score -6976636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 233859 members 
Entering Unmasked Estep 
Score: -6976647.000000 Penalty: 1125.366455
	Iteration 59Q: 3 clusters Score -6976647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 233852 members 
Entering Unmasked Estep 
Score: -6976656.500000 Penalty: 1125.366455
	Iteration 60F: 3 clusters Score -6976656 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 233834 members 
Entering Unmasked Estep 
Score: -6976672.000000 Penalty: 1125.366455
	Iteration 61Q: 3 clusters Score -6976672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 233824 members 
Entering Unmasked Estep 
Score: -6976671.000000 Penalty: 1125.366455
	Iteration 62Q: 3 clusters Score -6976671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 233823 members 
Entering Unmasked Estep 
Score: -6976675.500000 Penalty: 1125.366455
	Iteration 63Q: 3 clusters Score -6976676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 233823 members 
Entering Unmasked Estep 
Score: -6976674.500000 Penalty: 1125.366455
	Iteration 64Q: 3 clusters Score -6976674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 233818 members 
Entering Unmasked Estep 
Score: -6976676.000000 Penalty: 1125.366455
	Iteration 65Q: 3 clusters Score -6976676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 233812 members 
Entering Unmasked Estep 
Score: -6976678.500000 Penalty: 1125.366455
	Iteration 66Q: 3 clusters Score -6976678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 233806 members 
Entering Unmasked Estep 
Score: -6976677.000000 Penalty: 1125.366455
	Iteration 67Q: 3 clusters Score -6976677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 233804 members 
Entering Unmasked Estep 
Score: -6976681.500000 Penalty: 1125.366455
	Iteration 68Q: 3 clusters Score -6976682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 233799 members 
Entering Unmasked Estep 
Score: -6976690.000000 Penalty: 1125.366455
	Iteration 69Q: 3 clusters Score -6976690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 233795 members 
Entering Unmasked Estep 
Score: -6976690.500000 Penalty: 1125.366455
	Iteration 70Q: 3 clusters Score -6976690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 233787 members 
Entering Unmasked Estep 
Score: -6976684.500000 Penalty: 1125.366455
	Iteration 71Q: 3 clusters Score -6976684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 233777 members 
Entering Unmasked Estep 
Score: -6976685.500000 Penalty: 1125.366455
	Iteration 72Q: 3 clusters Score -6976686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 233765 members 
Entering Unmasked Estep 
Score: -6976676.500000 Penalty: 1125.366455
	Iteration 73Q: 3 clusters Score -6976676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 233756 members 
Entering Unmasked Estep 
Score: -6976671.500000 Penalty: 1125.366455
	Iteration 74Q: 3 clusters Score -6976672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 233749 members 
Entering Unmasked Estep 
Score: -6976676.500000 Penalty: 1125.366455
	Iteration 75Q: 3 clusters Score -6976676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 233742 members 
Entering Unmasked Estep 
Score: -6976685.500000 Penalty: 1125.366455
	Iteration 76Q: 3 clusters Score -6976686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 233735 members 
Entering Unmasked Estep 
Score: -6976684.500000 Penalty: 1125.366455
	Iteration 77Q: 3 clusters Score -6976684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 233726 members 
Entering Unmasked Estep 
Score: -6976686.000000 Penalty: 1125.366455
	Iteration 78Q: 3 clusters Score -6976686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 233715 members 
Entering Unmasked Estep 
Score: -6976699.000000 Penalty: 1125.366455
	Iteration 79Q: 3 clusters Score -6976699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 233706 members 
Entering Unmasked Estep 
Score: -6976696.000000 Penalty: 1125.366455
	Iteration 80F: 3 clusters Score -6976696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 233702 members 
Entering Unmasked Estep 
Score: -6976694.500000 Penalty: 1125.366455
	Iteration 81Q: 3 clusters Score -6976694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 233697 members 
Entering Unmasked Estep 
Score: -6976694.000000 Penalty: 1125.366455
	Iteration 82Q: 3 clusters Score -6976694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 233691 members 
Entering Unmasked Estep 
Score: -6976694.500000 Penalty: 1125.366455
	Iteration 83Q: 3 clusters Score -6976694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 233689 members 
Entering Unmasked Estep 
Score: -6976693.500000 Penalty: 1125.366455
	Iteration 84Q: 3 clusters Score -6976694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 233687 members 
Entering Unmasked Estep 
Score: -6976699.500000 Penalty: 1125.366455
	Iteration 85Q: 3 clusters Score -6976700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 233685 members 
Entering Unmasked Estep 
Score: -6976704.500000 Penalty: 1125.366455
	Iteration 86Q: 3 clusters Score -6976704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 233680 members 
Entering Unmasked Estep 
Score: -6976705.500000 Penalty: 1125.366455
	Iteration 87Q: 3 clusters Score -6976706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 233675 members 
Entering Unmasked Estep 
Score: -6976706.500000 Penalty: 1125.366455
	Iteration 88Q: 3 clusters Score -6976706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 233672 members 
Entering Unmasked Estep 
Score: -6976706.500000 Penalty: 1125.366455
	Iteration 89Q: 3 clusters Score -6976706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 233670 members 
Entering Unmasked Estep 
Score: -6976704.000000 Penalty: 1125.366455
	Iteration 90Q: 3 clusters Score -6976704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 233669 members 
Entering Unmasked Estep 
Score: -6976704.500000 Penalty: 1125.366455
	Iteration 91Q: 3 clusters Score -6976704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 233668 members 
Entering Unmasked Estep 
Score: -6976706.500000 Penalty: 1125.366455
	Iteration 92Q: 3 clusters Score -6976706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 233664 members 
Entering Unmasked Estep 
Score: -6976709.500000 Penalty: 1125.366455
	Iteration 93Q: 3 clusters Score -6976710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 233658 members 
Entering Unmasked Estep 
Score: -6976706.500000 Penalty: 1125.366455
	Iteration 94Q: 3 clusters Score -6976706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 233651 members 
Entering Unmasked Estep 
Score: -6976713.000000 Penalty: 1125.366455
	Iteration 95Q: 3 clusters Score -6976713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 233644 members 
Entering Unmasked Estep 
Score: -6976705.500000 Penalty: 1125.366455
	Iteration 96Q: 3 clusters Score -6976706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 233634 members 
Entering Unmasked Estep 
Score: -6976703.000000 Penalty: 1125.366455
	Iteration 97Q: 3 clusters Score -6976703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 233631 members 
Entering Unmasked Estep 
Score: -6976710.500000 Penalty: 1125.366455
	Iteration 98Q: 3 clusters Score -6976710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 233631 members 
Entering Unmasked Estep 
Score: -6976709.500000 Penalty: 1125.366455
	Iteration 99Q: 3 clusters Score -6976710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 233627 members 
Entering Unmasked Estep 
Score: -6976708.000000 Penalty: 1125.366455
	Iteration 100F: 3 clusters Score -6976708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 233624 members 
Entering Unmasked Estep 
Score: -6976708.000000 Penalty: 1125.366455
	Iteration 101Q: 3 clusters Score -6976708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 233622 members 
Entering Unmasked Estep 
Score: -6976705.000000 Penalty: 1125.366455
	Iteration 102Q: 3 clusters Score -6976705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 233621 members 
Entering Unmasked Estep 
Score: -6976707.500000 Penalty: 1125.366455
	Iteration 103Q: 3 clusters Score -6976708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 233621 members 
Entering Unmasked Estep 
Score: -6976707.500000 Penalty: 1125.366455
	Iteration 104F: 3 clusters Score -6976708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 233621 members 
Mstep: Class 2 contains 12608 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 46545 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 11376 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 26261 members 
Mstep: Class 23 contains 338317 members 
Entering Unmasked Estep 
Score: -21489016.000000 Penalty: 11053.628906
Splitting cluster 3 changes total score from -21488834.000000 to -21489016.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 5 (1892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Entering Unmasked Estep 
Score: -50786.609375 Penalty: 343.315216
	Iteration 0F: 2 clusters Score -50786.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -49414.757812 Penalty: 686.630432
	Iteration 0F: 3 clusters Score -49414.76 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -50013.535156 Penalty: 686.630432
	Iteration 1F: 3 clusters Score -50013.54 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -50121.398438 Penalty: 686.630432
	Iteration 2F: 3 clusters Score -50121.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -50212.183594 Penalty: 686.630432
	Iteration 3F: 3 clusters Score -50212.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -50294.101562 Penalty: 686.630432
	Iteration 4Q: 3 clusters Score -50294.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -50374.988281 Penalty: 686.630432
	Iteration 5Q: 3 clusters Score -50374.99 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -50438.035156 Penalty: 686.630432
	Iteration 6Q: 3 clusters Score -50438.04 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -50479.773438 Penalty: 686.630432
	Iteration 7Q: 3 clusters Score -50479.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -50492.742188 Penalty: 686.630432
	Iteration 8Q: 3 clusters Score -50492.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -50505.402344 Penalty: 686.630432
	Iteration 9Q: 3 clusters Score -50505.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -50513.250000 Penalty: 686.630432
	Iteration 10Q: 3 clusters Score -50513.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -50517.324219 Penalty: 686.630432
	Iteration 11Q: 3 clusters Score -50517.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -50517.968750 Penalty: 686.630432
	Iteration 12Q: 3 clusters Score -50517.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -50518.578125 Penalty: 686.630432
	Iteration 13Q: 3 clusters Score -50518.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -50518.843750 Penalty: 686.630432
	Iteration 14Q: 3 clusters Score -50518.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -50519.238281 Penalty: 686.630432
	Iteration 15Q: 3 clusters Score -50519.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -50520.031250 Penalty: 686.630432
	Iteration 16Q: 3 clusters Score -50520.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -50520.597656 Penalty: 686.630432
	Iteration 17Q: 3 clusters Score -50520.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -50521.140625 Penalty: 686.630432
	Iteration 18Q: 3 clusters Score -50521.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -50522.093750 Penalty: 686.630432
	Iteration 19Q: 3 clusters Score -50522.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -50523.308594 Penalty: 686.630432
	Iteration 20F: 3 clusters Score -50523.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -50524.355469 Penalty: 686.630432
	Iteration 21Q: 3 clusters Score -50524.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -50525.585938 Penalty: 686.630432
	Iteration 22Q: 3 clusters Score -50525.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -50526.246094 Penalty: 686.630432
	Iteration 23Q: 3 clusters Score -50526.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -50526.812500 Penalty: 686.630432
	Iteration 24Q: 3 clusters Score -50526.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -50527.605469 Penalty: 686.630432
	Iteration 25Q: 3 clusters Score -50527.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -50527.675781 Penalty: 686.630432
	Iteration 26Q: 3 clusters Score -50527.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -50527.675781 Penalty: 686.630432
	Iteration 27F: 3 clusters Score -50527.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Entering Unmasked Estep 
Score: -65963.148438 Penalty: 350.691803
	Iteration 0F: 2 clusters Score -65963.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -64397.531250 Penalty: 701.383606
	Iteration 0F: 3 clusters Score -64397.53 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -64901.621094 Penalty: 701.383606
	Iteration 1F: 3 clusters Score -64901.62 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -64961.324219 Penalty: 701.383606
	Iteration 2F: 3 clusters Score -64961.32 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -65020.519531 Penalty: 701.383606
	Iteration 3Q: 3 clusters Score -65020.52 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -65077.156250 Penalty: 701.383606
	Iteration 4Q: 3 clusters Score -65077.16 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -65162.031250 Penalty: 701.383606
	Iteration 5F: 3 clusters Score -65162.03 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65252.882812 Penalty: 701.383606
	Iteration 6F: 3 clusters Score -65252.88 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -65333.304688 Penalty: 701.383606
	Iteration 7Q: 3 clusters Score -65333.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -65405.132812 Penalty: 701.383606
	Iteration 8Q: 3 clusters Score -65405.13 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -65454.265625 Penalty: 701.383606
	Iteration 9Q: 3 clusters Score -65454.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -65502.179688 Penalty: 701.383606
	Iteration 10Q: 3 clusters Score -65502.18 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -65532.375000 Penalty: 701.383606
	Iteration 11Q: 3 clusters Score -65532.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65558.632812 Penalty: 701.383606
	Iteration 12Q: 3 clusters Score -65558.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -65594.859375 Penalty: 701.383606
	Iteration 13Q: 3 clusters Score -65594.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -65615.914062 Penalty: 701.383606
	Iteration 14Q: 3 clusters Score -65615.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -65629.132812 Penalty: 701.383606
	Iteration 15Q: 3 clusters Score -65629.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -65642.437500 Penalty: 701.383606
	Iteration 16Q: 3 clusters Score -65642.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -65659.335938 Penalty: 701.383606
	Iteration 17Q: 3 clusters Score -65659.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -65666.656250 Penalty: 701.383606
	Iteration 18Q: 3 clusters Score -65666.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -65671.273438 Penalty: 701.383606
	Iteration 19Q: 3 clusters Score -65671.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -65674.765625 Penalty: 701.383606
	Iteration 20F: 3 clusters Score -65674.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -65675.570312 Penalty: 701.383606
	Iteration 21Q: 3 clusters Score -65675.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -65675.960938 Penalty: 701.383606
	Iteration 22Q: 3 clusters Score -65675.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -65675.960938 Penalty: 701.383606
	Iteration 23F: 3 clusters Score -65675.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Entering Unmasked Estep 
Score: -65296.425781 Penalty: 346.920166
	Iteration 0F: 2 clusters Score -65296.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -63804.011719 Penalty: 693.840332
	Iteration 0F: 3 clusters Score -63804.01 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -64316.851562 Penalty: 693.840332
	Iteration 1F: 3 clusters Score -64316.85 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -64436.230469 Penalty: 693.840332
	Iteration 2F: 3 clusters Score -64436.23 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -64559.675781 Penalty: 693.840332
	Iteration 3F: 3 clusters Score -64559.68 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -64701.988281 Penalty: 693.840332
	Iteration 4F: 3 clusters Score -64701.99 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -64830.304688 Penalty: 693.840332
	Iteration 5F: 3 clusters Score -64830.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -64911.757812 Penalty: 693.840332
	Iteration 6Q: 3 clusters Score -64911.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -64963.109375 Penalty: 693.840332
	Iteration 7Q: 3 clusters Score -64963.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -64998.953125 Penalty: 693.840332
	Iteration 8Q: 3 clusters Score -64998.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -65025.855469 Penalty: 693.840332
	Iteration 9Q: 3 clusters Score -65025.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -65040.878906 Penalty: 693.840332
	Iteration 10Q: 3 clusters Score -65040.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -65053.058594 Penalty: 693.840332
	Iteration 11Q: 3 clusters Score -65053.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -65062.492188 Penalty: 693.840332
	Iteration 12Q: 3 clusters Score -65062.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -65073.332031 Penalty: 693.840332
	Iteration 13Q: 3 clusters Score -65073.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -65078.980469 Penalty: 693.840332
	Iteration 14Q: 3 clusters Score -65078.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -65081.519531 Penalty: 693.840332
	Iteration 15Q: 3 clusters Score -65081.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -65087.023438 Penalty: 693.840332
	Iteration 16Q: 3 clusters Score -65087.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -65093.500000 Penalty: 693.840332
	Iteration 17Q: 3 clusters Score -65093.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -65096.554688 Penalty: 693.840332
	Iteration 18Q: 3 clusters Score -65096.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -65098.242188 Penalty: 693.840332
	Iteration 19Q: 3 clusters Score -65098.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -65098.242188 Penalty: 693.840332
	Iteration 20F: 3 clusters Score -65098.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -10708.001953 Penalty: 266.535950
	Iteration 0F: 2 clusters Score -10708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -10315.235352 Penalty: 533.071899
	Iteration 0F: 3 clusters Score -10315.24 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10402.367188 Penalty: 533.071899
	Iteration 1F: 3 clusters Score -10402.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -10411.858398 Penalty: 533.071899
	Iteration 2Q: 3 clusters Score -10411.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -10420.066406 Penalty: 533.071899
	Iteration 3Q: 3 clusters Score -10420.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10425.127930 Penalty: 533.071899
	Iteration 4Q: 3 clusters Score -10425.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -10428.221680 Penalty: 533.071899
	Iteration 5Q: 3 clusters Score -10428.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -10430.444336 Penalty: 533.071899
	Iteration 6Q: 3 clusters Score -10430.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -10432.323242 Penalty: 533.071899
	Iteration 7Q: 3 clusters Score -10432.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10433.083008 Penalty: 533.071899
	Iteration 8Q: 3 clusters Score -10433.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -10433.083008 Penalty: 533.071899
	Iteration 9F: 3 clusters Score -10433.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -70744.671875 Penalty: 348.727783
	Iteration 0F: 2 clusters Score -70744.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -69177.015625 Penalty: 697.455566
	Iteration 0F: 3 clusters Score -69177.02 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -69687.593750 Penalty: 697.455566
	Iteration 1F: 3 clusters Score -69687.59 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -69779.140625 Penalty: 697.455566
	Iteration 2F: 3 clusters Score -69779.14 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -69856.257812 Penalty: 697.455566
	Iteration 3F: 3 clusters Score -69856.26 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -69933.328125 Penalty: 697.455566
	Iteration 4F: 3 clusters Score -69933.33 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -70017.781250 Penalty: 697.455566
	Iteration 5F: 3 clusters Score -70017.78 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -70081.960938 Penalty: 697.455566
	Iteration 6Q: 3 clusters Score -70081.96 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -70144.078125 Penalty: 697.455566
	Iteration 7Q: 3 clusters Score -70144.08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -70200.171875 Penalty: 697.455566
	Iteration 8Q: 3 clusters Score -70200.17 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -70251.617188 Penalty: 697.455566
	Iteration 9Q: 3 clusters Score -70251.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -70293.265625 Penalty: 697.455566
	Iteration 10Q: 3 clusters Score -70293.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -70320.960938 Penalty: 697.455566
	Iteration 11Q: 3 clusters Score -70320.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -70336.320312 Penalty: 697.455566
	Iteration 12Q: 3 clusters Score -70336.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -70353.046875 Penalty: 697.455566
	Iteration 13Q: 3 clusters Score -70353.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -70367.437500 Penalty: 697.455566
	Iteration 14Q: 3 clusters Score -70367.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -70384.148438 Penalty: 697.455566
	Iteration 15Q: 3 clusters Score -70384.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -70400.570312 Penalty: 697.455566
	Iteration 16Q: 3 clusters Score -70400.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -70416.156250 Penalty: 697.455566
	Iteration 17Q: 3 clusters Score -70416.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -70424.218750 Penalty: 697.455566
	Iteration 18Q: 3 clusters Score -70424.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -70428.984375 Penalty: 697.455566
	Iteration 19Q: 3 clusters Score -70428.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -70434.031250 Penalty: 697.455566
	Iteration 20F: 3 clusters Score -70434.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -70437.585938 Penalty: 697.455566
	Iteration 21Q: 3 clusters Score -70437.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -70440.242188 Penalty: 697.455566
	Iteration 22Q: 3 clusters Score -70440.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -70441.398438 Penalty: 697.455566
	Iteration 23Q: 3 clusters Score -70441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -70442.835938 Penalty: 697.455566
	Iteration 24Q: 3 clusters Score -70442.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -70442.835938 Penalty: 697.455566
	Iteration 25F: 3 clusters Score -70442.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -55158.796875 Penalty: 334.125885
	Iteration 0F: 2 clusters Score -55158.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -54016.335938 Penalty: 668.251770
	Iteration 0F: 3 clusters Score -54016.34 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -54345.503906 Penalty: 668.251770
	Iteration 1F: 3 clusters Score -54345.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -54380.082031 Penalty: 668.251770
	Iteration 2F: 3 clusters Score -54380.08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -54402.078125 Penalty: 668.251770
	Iteration 3Q: 3 clusters Score -54402.08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -54419.308594 Penalty: 668.251770
	Iteration 4Q: 3 clusters Score -54419.31 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -54429.972656 Penalty: 668.251770
	Iteration 5Q: 3 clusters Score -54429.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -54439.898438 Penalty: 668.251770
	Iteration 6Q: 3 clusters Score -54439.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -54446.394531 Penalty: 668.251770
	Iteration 7Q: 3 clusters Score -54446.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -54454.500000 Penalty: 668.251770
	Iteration 8Q: 3 clusters Score -54454.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -54462.585938 Penalty: 668.251770
	Iteration 9Q: 3 clusters Score -54462.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -54471.062500 Penalty: 668.251770
	Iteration 10Q: 3 clusters Score -54471.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -54475.652344 Penalty: 668.251770
	Iteration 11Q: 3 clusters Score -54475.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -54482.027344 Penalty: 668.251770
	Iteration 12Q: 3 clusters Score -54482.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -54484.414062 Penalty: 668.251770
	Iteration 13Q: 3 clusters Score -54484.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -54489.265625 Penalty: 668.251770
	Iteration 14Q: 3 clusters Score -54489.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -54495.464844 Penalty: 668.251770
	Iteration 15Q: 3 clusters Score -54495.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -54505.726562 Penalty: 668.251770
	Iteration 16Q: 3 clusters Score -54505.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -54514.503906 Penalty: 668.251770
	Iteration 17Q: 3 clusters Score -54514.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -54525.261719 Penalty: 668.251770
	Iteration 18Q: 3 clusters Score -54525.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -54542.078125 Penalty: 668.251770
	Iteration 19Q: 3 clusters Score -54542.08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -54559.527344 Penalty: 668.251770
	Iteration 20F: 3 clusters Score -54559.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -54576.269531 Penalty: 668.251770
	Iteration 21Q: 3 clusters Score -54576.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -54595.863281 Penalty: 668.251770
	Iteration 22Q: 3 clusters Score -54595.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -54617.316406 Penalty: 668.251770
	Iteration 23Q: 3 clusters Score -54617.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -54640.992188 Penalty: 668.251770
	Iteration 24Q: 3 clusters Score -54640.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -54662.109375 Penalty: 668.251770
	Iteration 25Q: 3 clusters Score -54662.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -54673.703125 Penalty: 668.251770
	Iteration 26Q: 3 clusters Score -54673.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -54681.722656 Penalty: 668.251770
	Iteration 27Q: 3 clusters Score -54681.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -54688.539062 Penalty: 668.251770
	Iteration 28Q: 3 clusters Score -54688.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -54694.871094 Penalty: 668.251770
	Iteration 29Q: 3 clusters Score -54694.87 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -54699.714844 Penalty: 668.251770
	Iteration 30Q: 3 clusters Score -54699.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -54704.851562 Penalty: 668.251770
	Iteration 31Q: 3 clusters Score -54704.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -54710.042969 Penalty: 668.251770
	Iteration 32Q: 3 clusters Score -54710.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -54714.292969 Penalty: 668.251770
	Iteration 33Q: 3 clusters Score -54714.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -54718.820312 Penalty: 668.251770
	Iteration 34Q: 3 clusters Score -54718.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -54723.617188 Penalty: 668.251770
	Iteration 35Q: 3 clusters Score -54723.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -54726.058594 Penalty: 668.251770
	Iteration 36Q: 3 clusters Score -54726.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -54728.015625 Penalty: 668.251770
	Iteration 37Q: 3 clusters Score -54728.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -54729.062500 Penalty: 668.251770
	Iteration 38Q: 3 clusters Score -54729.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -54729.632812 Penalty: 668.251770
	Iteration 39Q: 3 clusters Score -54729.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54729.738281 Penalty: 668.251770
	Iteration 40F: 3 clusters Score -54729.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Entering Unmasked Estep 
Score: -515183.968750 Penalty: 440.764587
	Iteration 0F: 2 clusters Score -515184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -504514.343750 Penalty: 881.529175
	Iteration 0F: 3 clusters Score -504514.3 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -509007.312500 Penalty: 881.529175
	Iteration 1F: 3 clusters Score -509007.3 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -509556.750000 Penalty: 881.529175
	Iteration 2F: 3 clusters Score -509556.8 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -510396.218750 Penalty: 881.529175
	Iteration 3F: 3 clusters Score -510396.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -511639.281250 Penalty: 881.529175
	Iteration 4F: 3 clusters Score -511639.3 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -512926.875000 Penalty: 881.529175
	Iteration 5F: 3 clusters Score -512926.9 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -513802.500000 Penalty: 881.529175
	Iteration 6F: 3 clusters Score -513802.5 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -514299.218750 Penalty: 881.529175
	Iteration 7Q: 3 clusters Score -514299.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -514542.906250 Penalty: 881.529175
	Iteration 8Q: 3 clusters Score -514542.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -514644.656250 Penalty: 881.529175
	Iteration 9Q: 3 clusters Score -514644.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -514702.062500 Penalty: 881.529175
	Iteration 10Q: 3 clusters Score -514702.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -514741.718750 Penalty: 881.529175
	Iteration 11Q: 3 clusters Score -514741.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -514775.406250 Penalty: 881.529175
	Iteration 12Q: 3 clusters Score -514775.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -514803.625000 Penalty: 881.529175
	Iteration 13Q: 3 clusters Score -514803.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -514814.625000 Penalty: 881.529175
	Iteration 14Q: 3 clusters Score -514814.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -514823.468750 Penalty: 881.529175
	Iteration 15Q: 3 clusters Score -514823.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -514827.718750 Penalty: 881.529175
	Iteration 16Q: 3 clusters Score -514827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -514832.312500 Penalty: 881.529175
	Iteration 17Q: 3 clusters Score -514832.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -514835.500000 Penalty: 881.529175
	Iteration 18Q: 3 clusters Score -514835.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -514840.843750 Penalty: 881.529175
	Iteration 19Q: 3 clusters Score -514840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -514841.656250 Penalty: 881.529175
	Iteration 20F: 3 clusters Score -514841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Entering Unmasked Estep 
Score: -1481541.625000 Penalty: 489.041962
	Iteration 0F: 2 clusters Score -1481542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -1450364.375000 Penalty: 978.083923
	Iteration 0F: 3 clusters Score -1450364 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -1465045.750000 Penalty: 978.083923
	Iteration 1F: 3 clusters Score -1465046 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -1467024.625000 Penalty: 978.083923
	Iteration 2F: 3 clusters Score -1467025 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24435 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -1469673.375000 Penalty: 978.083923
	Iteration 3F: 3 clusters Score -1469673 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -1472444.375000 Penalty: 978.083923
	Iteration 4F: 3 clusters Score -1472444 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -1474374.875000 Penalty: 978.083923
	Iteration 5F: 3 clusters Score -1474375 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -1475097.000000 Penalty: 978.083923
	Iteration 6Q: 3 clusters Score -1475097 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -1475335.875000 Penalty: 978.083923
	Iteration 7Q: 3 clusters Score -1475336 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -1475447.625000 Penalty: 978.083923
	Iteration 8Q: 3 clusters Score -1475448 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -1475530.000000 Penalty: 978.083923
	Iteration 9Q: 3 clusters Score -1475530 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -1475604.375000 Penalty: 978.083923
	Iteration 10Q: 3 clusters Score -1475604 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -1475675.625000 Penalty: 978.083923
	Iteration 11Q: 3 clusters Score -1475676 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -1475734.125000 Penalty: 978.083923
	Iteration 12Q: 3 clusters Score -1475734 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -1475784.000000 Penalty: 978.083923
	Iteration 13Q: 3 clusters Score -1475784 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -1475830.500000 Penalty: 978.083923
	Iteration 14Q: 3 clusters Score -1475830 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -1475878.125000 Penalty: 978.083923
	Iteration 15Q: 3 clusters Score -1475878 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -1475926.125000 Penalty: 978.083923
	Iteration 16Q: 3 clusters Score -1475926 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1475965.875000 Penalty: 978.083923
	Iteration 17Q: 3 clusters Score -1475966 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -1476011.750000 Penalty: 978.083923
	Iteration 18Q: 3 clusters Score -1476012 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -1476065.250000 Penalty: 978.083923
	Iteration 19Q: 3 clusters Score -1476065 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -1476098.500000 Penalty: 978.083923
	Iteration 20F: 3 clusters Score -1476098 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -1476143.875000 Penalty: 978.083923
	Iteration 21Q: 3 clusters Score -1476144 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -1476189.750000 Penalty: 978.083923
	Iteration 22Q: 3 clusters Score -1476190 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -1476235.375000 Penalty: 978.083923
	Iteration 23Q: 3 clusters Score -1476235 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -1476280.375000 Penalty: 978.083923
	Iteration 24Q: 3 clusters Score -1476280 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -1476326.000000 Penalty: 978.083923
	Iteration 25Q: 3 clusters Score -1476326 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -1476386.250000 Penalty: 978.083923
	Iteration 26Q: 3 clusters Score -1476386 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -1476445.875000 Penalty: 978.083923
	Iteration 27Q: 3 clusters Score -1476446 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -1476513.000000 Penalty: 978.083923
	Iteration 28Q: 3 clusters Score -1476513 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1476586.000000 Penalty: 978.083923
	Iteration 29Q: 3 clusters Score -1476586 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -1476651.250000 Penalty: 978.083923
	Iteration 30Q: 3 clusters Score -1476651 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -1476717.000000 Penalty: 978.083923
	Iteration 31Q: 3 clusters Score -1476717 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -1476774.125000 Penalty: 978.083923
	Iteration 32Q: 3 clusters Score -1476774 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -1476814.625000 Penalty: 978.083923
	Iteration 33Q: 3 clusters Score -1476815 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -1476848.375000 Penalty: 978.083923
	Iteration 34Q: 3 clusters Score -1476848 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -1476894.750000 Penalty: 978.083923
	Iteration 35Q: 3 clusters Score -1476895 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 26664 members 
Entering Unmasked Estep 
Score: -1476931.375000 Penalty: 978.083923
	Iteration 36Q: 3 clusters Score -1476931 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -1476963.250000 Penalty: 978.083923
	Iteration 37Q: 3 clusters Score -1476963 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -1476982.625000 Penalty: 978.083923
	Iteration 38Q: 3 clusters Score -1476983 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -1477007.750000 Penalty: 978.083923
	Iteration 39Q: 3 clusters Score -1477008 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -1477040.875000 Penalty: 978.083923
	Iteration 40F: 3 clusters Score -1477041 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -1477066.750000 Penalty: 978.083923
	Iteration 41Q: 3 clusters Score -1477067 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -1477083.375000 Penalty: 978.083923
	Iteration 42Q: 3 clusters Score -1477083 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -1477114.750000 Penalty: 978.083923
	Iteration 43Q: 3 clusters Score -1477115 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -1477131.500000 Penalty: 978.083923
	Iteration 44Q: 3 clusters Score -1477132 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 28478 members 
Entering Unmasked Estep 
Score: -1477155.500000 Penalty: 978.083923
	Iteration 45Q: 3 clusters Score -1477156 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -1477187.875000 Penalty: 978.083923
	Iteration 46Q: 3 clusters Score -1477188 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -1477217.250000 Penalty: 978.083923
	Iteration 47Q: 3 clusters Score -1477217 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -1477243.375000 Penalty: 978.083923
	Iteration 48Q: 3 clusters Score -1477243 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -1477291.625000 Penalty: 978.083923
	Iteration 49Q: 3 clusters Score -1477292 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -1477340.625000 Penalty: 978.083923
	Iteration 50Q: 3 clusters Score -1477341 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -1477379.500000 Penalty: 978.083923
	Iteration 51Q: 3 clusters Score -1477380 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -1477414.750000 Penalty: 978.083923
	Iteration 52Q: 3 clusters Score -1477415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -1477469.500000 Penalty: 978.083923
	Iteration 53Q: 3 clusters Score -1477470 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -1477529.000000 Penalty: 978.083923
	Iteration 54Q: 3 clusters Score -1477529 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -1477583.750000 Penalty: 978.083923
	Iteration 55Q: 3 clusters Score -1477584 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -1477653.875000 Penalty: 978.083923
	Iteration 56Q: 3 clusters Score -1477654 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -1477735.250000 Penalty: 978.083923
	Iteration 57Q: 3 clusters Score -1477735 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -1477820.875000 Penalty: 978.083923
	Iteration 58Q: 3 clusters Score -1477821 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -1477897.125000 Penalty: 978.083923
	Iteration 59Q: 3 clusters Score -1477897 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -1477975.875000 Penalty: 978.083923
	Iteration 60F: 3 clusters Score -1477976 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -1478053.875000 Penalty: 978.083923
	Iteration 61Q: 3 clusters Score -1478054 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -1478138.125000 Penalty: 978.083923
	Iteration 62Q: 3 clusters Score -1478138 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -1478197.875000 Penalty: 978.083923
	Iteration 63Q: 3 clusters Score -1478198 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -1478274.250000 Penalty: 978.083923
	Iteration 64Q: 3 clusters Score -1478274 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -1478353.750000 Penalty: 978.083923
	Iteration 65Q: 3 clusters Score -1478354 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -1478431.125000 Penalty: 978.083923
	Iteration 66Q: 3 clusters Score -1478431 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 36543 members 
Entering Unmasked Estep 
Score: -1478520.250000 Penalty: 978.083923
	Iteration 67Q: 3 clusters Score -1478520 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -1478618.125000 Penalty: 978.083923
	Iteration 68Q: 3 clusters Score -1478618 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -1478711.000000 Penalty: 978.083923
	Iteration 69Q: 3 clusters Score -1478711 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -1478824.000000 Penalty: 978.083923
	Iteration 70Q: 3 clusters Score -1478824 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -1478915.625000 Penalty: 978.083923
	Iteration 71Q: 3 clusters Score -1478916 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -1479018.375000 Penalty: 978.083923
	Iteration 72Q: 3 clusters Score -1479018 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -1479120.125000 Penalty: 978.083923
	Iteration 73Q: 3 clusters Score -1479120 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -1479246.750000 Penalty: 978.083923
	Iteration 74Q: 3 clusters Score -1479247 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -1479383.125000 Penalty: 978.083923
	Iteration 75Q: 3 clusters Score -1479383 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -1479525.875000 Penalty: 978.083923
	Iteration 76Q: 3 clusters Score -1479526 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -1479671.875000 Penalty: 978.083923
	Iteration 77Q: 3 clusters Score -1479672 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
Score: -1479798.875000 Penalty: 978.083923
	Iteration 78Q: 3 clusters Score -1479799 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -1479910.000000 Penalty: 978.083923
	Iteration 79Q: 3 clusters Score -1479910 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -1480013.125000 Penalty: 978.083923
	Iteration 80F: 3 clusters Score -1480013 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -1480093.125000 Penalty: 978.083923
	Iteration 81Q: 3 clusters Score -1480093 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -1480168.875000 Penalty: 978.083923
	Iteration 82Q: 3 clusters Score -1480169 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -1480256.875000 Penalty: 978.083923
	Iteration 83Q: 3 clusters Score -1480257 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -1480345.125000 Penalty: 978.083923
	Iteration 84Q: 3 clusters Score -1480345 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -1480421.750000 Penalty: 978.083923
	Iteration 85Q: 3 clusters Score -1480422 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -1480505.625000 Penalty: 978.083923
	Iteration 86Q: 3 clusters Score -1480506 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -1480579.750000 Penalty: 978.083923
	Iteration 87Q: 3 clusters Score -1480580 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -1480644.625000 Penalty: 978.083923
	Iteration 88Q: 3 clusters Score -1480645 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -1480712.375000 Penalty: 978.083923
	Iteration 89Q: 3 clusters Score -1480712 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -1480767.875000 Penalty: 978.083923
	Iteration 90Q: 3 clusters Score -1480768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -1480817.500000 Penalty: 978.083923
	Iteration 91Q: 3 clusters Score -1480818 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -1480852.375000 Penalty: 978.083923
	Iteration 92Q: 3 clusters Score -1480852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -1480893.250000 Penalty: 978.083923
	Iteration 93Q: 3 clusters Score -1480893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -1480924.750000 Penalty: 978.083923
	Iteration 94Q: 3 clusters Score -1480925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -1480953.375000 Penalty: 978.083923
	Iteration 95Q: 3 clusters Score -1480953 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -1480978.500000 Penalty: 978.083923
	Iteration 96Q: 3 clusters Score -1480978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 45567 members 
Entering Unmasked Estep 
Score: -1481006.875000 Penalty: 978.083923
	Iteration 97Q: 3 clusters Score -1481007 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -1481037.625000 Penalty: 978.083923
	Iteration 98Q: 3 clusters Score -1481038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -1481056.875000 Penalty: 978.083923
	Iteration 99Q: 3 clusters Score -1481057 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -1481076.500000 Penalty: 978.083923
	Iteration 100F: 3 clusters Score -1481076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -1481088.125000 Penalty: 978.083923
	Iteration 101Q: 3 clusters Score -1481088 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45864 members 
Entering Unmasked Estep 
Score: -1481098.125000 Penalty: 978.083923
	Iteration 102Q: 3 clusters Score -1481098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -1481110.250000 Penalty: 978.083923
	Iteration 103Q: 3 clusters Score -1481110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -1481117.625000 Penalty: 978.083923
	Iteration 104Q: 3 clusters Score -1481118 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -1481126.375000 Penalty: 978.083923
	Iteration 105Q: 3 clusters Score -1481126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -1481136.750000 Penalty: 978.083923
	Iteration 106Q: 3 clusters Score -1481137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -1481144.500000 Penalty: 978.083923
	Iteration 107Q: 3 clusters Score -1481144 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -1481152.375000 Penalty: 978.083923
	Iteration 108Q: 3 clusters Score -1481152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46030 members 
Entering Unmasked Estep 
Score: -1481150.500000 Penalty: 978.083923
	Iteration 109Q: 3 clusters Score -1481150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -1481156.250000 Penalty: 978.083923
	Iteration 110Q: 3 clusters Score -1481156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -1481158.375000 Penalty: 978.083923
	Iteration 111Q: 3 clusters Score -1481158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -1481160.250000 Penalty: 978.083923
	Iteration 112Q: 3 clusters Score -1481160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -1481158.875000 Penalty: 978.083923
	Iteration 113Q: 3 clusters Score -1481159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -1481158.750000 Penalty: 978.083923
	Iteration 114Q: 3 clusters Score -1481159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -1481160.125000 Penalty: 978.083923
	Iteration 115Q: 3 clusters Score -1481160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -1481160.875000 Penalty: 978.083923
	Iteration 116Q: 3 clusters Score -1481161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -1481160.375000 Penalty: 978.083923
	Iteration 117Q: 3 clusters Score -1481160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -1481161.500000 Penalty: 978.083923
	Iteration 118Q: 3 clusters Score -1481162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -1481159.625000 Penalty: 978.083923
	Iteration 119Q: 3 clusters Score -1481160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -1481159.625000 Penalty: 978.083923
	Iteration 120F: 3 clusters Score -1481160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Entering Unmasked Estep 
Score: -93522.250000 Penalty: 361.763885
	Iteration 0F: 2 clusters Score -93522.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -91525.226562 Penalty: 723.527771
	Iteration 0F: 3 clusters Score -91525.23 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -92265.945312 Penalty: 723.527771
	Iteration 1F: 3 clusters Score -92265.95 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -92378.695312 Penalty: 723.527771
	Iteration 2F: 3 clusters Score -92378.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -92496.796875 Penalty: 723.527771
	Iteration 3F: 3 clusters Score -92496.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -92619.335938 Penalty: 723.527771
	Iteration 4F: 3 clusters Score -92619.34 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -92754.492188 Penalty: 723.527771
	Iteration 5Q: 3 clusters Score -92754.49 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -92854.898438 Penalty: 723.527771
	Iteration 6Q: 3 clusters Score -92854.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -92911.593750 Penalty: 723.527771
	Iteration 7Q: 3 clusters Score -92911.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -92962.640625 Penalty: 723.527771
	Iteration 8Q: 3 clusters Score -92962.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -92995.468750 Penalty: 723.527771
	Iteration 9Q: 3 clusters Score -92995.47 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93014.609375 Penalty: 723.527771
	Iteration 10Q: 3 clusters Score -93014.61 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -93024.718750 Penalty: 723.527771
	Iteration 11Q: 3 clusters Score -93024.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -93034.632812 Penalty: 723.527771
	Iteration 12Q: 3 clusters Score -93034.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -93041.601562 Penalty: 723.527771
	Iteration 13Q: 3 clusters Score -93041.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93049.976562 Penalty: 723.527771
	Iteration 14Q: 3 clusters Score -93049.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93058.218750 Penalty: 723.527771
	Iteration 15Q: 3 clusters Score -93058.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -93062.859375 Penalty: 723.527771
	Iteration 16Q: 3 clusters Score -93062.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -93067.843750 Penalty: 723.527771
	Iteration 17Q: 3 clusters Score -93067.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -93073.500000 Penalty: 723.527771
	Iteration 18Q: 3 clusters Score -93073.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -93081.054688 Penalty: 723.527771
	Iteration 19Q: 3 clusters Score -93081.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -93083.617188 Penalty: 723.527771
	Iteration 20F: 3 clusters Score -93083.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -93087.023438 Penalty: 723.527771
	Iteration 21Q: 3 clusters Score -93087.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -93090.640625 Penalty: 723.527771
	Iteration 22Q: 3 clusters Score -93090.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -93094.039062 Penalty: 723.527771
	Iteration 23Q: 3 clusters Score -93094.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -93096.304688 Penalty: 723.527771
	Iteration 24Q: 3 clusters Score -93096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93098.515625 Penalty: 723.527771
	Iteration 25Q: 3 clusters Score -93098.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -93101.968750 Penalty: 723.527771
	Iteration 26Q: 3 clusters Score -93101.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93104.976562 Penalty: 723.527771
	Iteration 27Q: 3 clusters Score -93104.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -93105.828125 Penalty: 723.527771
	Iteration 28Q: 3 clusters Score -93105.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -93108.390625 Penalty: 723.527771
	Iteration 29Q: 3 clusters Score -93108.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -93110.851562 Penalty: 723.527771
	Iteration 30Q: 3 clusters Score -93110.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -93112.328125 Penalty: 723.527771
	Iteration 31Q: 3 clusters Score -93112.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93113.046875 Penalty: 723.527771
	Iteration 32Q: 3 clusters Score -93113.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -93114.109375 Penalty: 723.527771
	Iteration 33Q: 3 clusters Score -93114.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93114.976562 Penalty: 723.527771
	Iteration 34Q: 3 clusters Score -93114.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -93115.671875 Penalty: 723.527771
	Iteration 35Q: 3 clusters Score -93115.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93116.070312 Penalty: 723.527771
	Iteration 36Q: 3 clusters Score -93116.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93116.070312 Penalty: 723.527771
	Iteration 37F: 3 clusters Score -93116.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Entering Unmasked Estep 
Score: -327278.312500 Penalty: 424.936371
	Iteration 0F: 2 clusters Score -327278.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -319694.156250 Penalty: 849.872742
	Iteration 0F: 3 clusters Score -319694.2 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -322565.968750 Penalty: 849.872742
	Iteration 1F: 3 clusters Score -322566 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -322780.125000 Penalty: 849.872742
	Iteration 2Q: 3 clusters Score -322780.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -323056.656250 Penalty: 849.872742
	Iteration 3F: 3 clusters Score -323056.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -323437.875000 Penalty: 849.872742
	Iteration 4F: 3 clusters Score -323437.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -324013.687500 Penalty: 849.872742
	Iteration 5F: 3 clusters Score -324013.7 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -324712.250000 Penalty: 849.872742
	Iteration 6F: 3 clusters Score -324712.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -325358.062500 Penalty: 849.872742
	Iteration 7F: 3 clusters Score -325358.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -325818.562500 Penalty: 849.872742
	Iteration 8F: 3 clusters Score -325818.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -326031.281250 Penalty: 849.872742
	Iteration 9Q: 3 clusters Score -326031.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -326112.656250 Penalty: 849.872742
	Iteration 10Q: 3 clusters Score -326112.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -326155.312500 Penalty: 849.872742
	Iteration 11Q: 3 clusters Score -326155.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -326188.656250 Penalty: 849.872742
	Iteration 12Q: 3 clusters Score -326188.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -326211.968750 Penalty: 849.872742
	Iteration 13Q: 3 clusters Score -326212 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -326233.437500 Penalty: 849.872742
	Iteration 14Q: 3 clusters Score -326233.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -326250.093750 Penalty: 849.872742
	Iteration 15Q: 3 clusters Score -326250.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -326271.437500 Penalty: 849.872742
	Iteration 16Q: 3 clusters Score -326271.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -326293.562500 Penalty: 849.872742
	Iteration 17Q: 3 clusters Score -326293.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -326313.656250 Penalty: 849.872742
	Iteration 18Q: 3 clusters Score -326313.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -326338.531250 Penalty: 849.872742
	Iteration 19Q: 3 clusters Score -326338.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -326376.468750 Penalty: 849.872742
	Iteration 20F: 3 clusters Score -326376.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -326412.656250 Penalty: 849.872742
	Iteration 21Q: 3 clusters Score -326412.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -326466.468750 Penalty: 849.872742
	Iteration 22Q: 3 clusters Score -326466.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -326515.093750 Penalty: 849.872742
	Iteration 23Q: 3 clusters Score -326515.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -326560.500000 Penalty: 849.872742
	Iteration 24Q: 3 clusters Score -326560.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -326601.031250 Penalty: 849.872742
	Iteration 25Q: 3 clusters Score -326601 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -326629.000000 Penalty: 849.872742
	Iteration 26Q: 3 clusters Score -326629 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -326649.718750 Penalty: 849.872742
	Iteration 27Q: 3 clusters Score -326649.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -326672.687500 Penalty: 849.872742
	Iteration 28Q: 3 clusters Score -326672.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -326700.781250 Penalty: 849.872742
	Iteration 29Q: 3 clusters Score -326700.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -326733.468750 Penalty: 849.872742
	Iteration 30Q: 3 clusters Score -326733.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -326768.187500 Penalty: 849.872742
	Iteration 31Q: 3 clusters Score -326768.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -326804.968750 Penalty: 849.872742
	Iteration 32Q: 3 clusters Score -326805 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -326833.406250 Penalty: 849.872742
	Iteration 33Q: 3 clusters Score -326833.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -326860.968750 Penalty: 849.872742
	Iteration 34Q: 3 clusters Score -326861 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -326883.750000 Penalty: 849.872742
	Iteration 35Q: 3 clusters Score -326883.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -326911.468750 Penalty: 849.872742
	Iteration 36Q: 3 clusters Score -326911.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -326935.375000 Penalty: 849.872742
	Iteration 37Q: 3 clusters Score -326935.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -326956.031250 Penalty: 849.872742
	Iteration 38Q: 3 clusters Score -326956 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -326973.531250 Penalty: 849.872742
	Iteration 39Q: 3 clusters Score -326973.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -326992.062500 Penalty: 849.872742
	Iteration 40F: 3 clusters Score -326992.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -327005.218750 Penalty: 849.872742
	Iteration 41Q: 3 clusters Score -327005.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -327015.656250 Penalty: 849.872742
	Iteration 42Q: 3 clusters Score -327015.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -327023.687500 Penalty: 849.872742
	Iteration 43Q: 3 clusters Score -327023.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -327029.437500 Penalty: 849.872742
	Iteration 44Q: 3 clusters Score -327029.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -327034.250000 Penalty: 849.872742
	Iteration 45Q: 3 clusters Score -327034.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -327041.281250 Penalty: 849.872742
	Iteration 46Q: 3 clusters Score -327041.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -327047.281250 Penalty: 849.872742
	Iteration 47Q: 3 clusters Score -327047.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -327051.468750 Penalty: 849.872742
	Iteration 48Q: 3 clusters Score -327051.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -327055.718750 Penalty: 849.872742
	Iteration 49Q: 3 clusters Score -327055.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -327058.750000 Penalty: 849.872742
	Iteration 50Q: 3 clusters Score -327058.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -327061.875000 Penalty: 849.872742
	Iteration 51Q: 3 clusters Score -327061.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -327064.531250 Penalty: 849.872742
	Iteration 52Q: 3 clusters Score -327064.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -327067.781250 Penalty: 849.872742
	Iteration 53Q: 3 clusters Score -327067.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -327072.593750 Penalty: 849.872742
	Iteration 54Q: 3 clusters Score -327072.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -327076.906250 Penalty: 849.872742
	Iteration 55Q: 3 clusters Score -327076.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -327082.562500 Penalty: 849.872742
	Iteration 56Q: 3 clusters Score -327082.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -327087.125000 Penalty: 849.872742
	Iteration 57Q: 3 clusters Score -327087.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -327088.406250 Penalty: 849.872742
	Iteration 58Q: 3 clusters Score -327088.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -327089.968750 Penalty: 849.872742
	Iteration 59Q: 3 clusters Score -327090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -327094.781250 Penalty: 849.872742
	Iteration 60F: 3 clusters Score -327094.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -327098.406250 Penalty: 849.872742
	Iteration 61Q: 3 clusters Score -327098.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -327099.906250 Penalty: 849.872742
	Iteration 62Q: 3 clusters Score -327099.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -327101.812500 Penalty: 849.872742
	Iteration 63Q: 3 clusters Score -327101.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -327104.156250 Penalty: 849.872742
	Iteration 64Q: 3 clusters Score -327104.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -327105.687500 Penalty: 849.872742
	Iteration 65Q: 3 clusters Score -327105.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -327106.218750 Penalty: 849.872742
	Iteration 66Q: 3 clusters Score -327106.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -327106.781250 Penalty: 849.872742
	Iteration 67Q: 3 clusters Score -327106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -327106.218750 Penalty: 849.872742
	Iteration 68Q: 3 clusters Score -327106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -327107.187500 Penalty: 849.872742
	Iteration 69Q: 3 clusters Score -327107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -327107.218750 Penalty: 849.872742
	Iteration 70Q: 3 clusters Score -327107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -327106.468750 Penalty: 849.872742
	Iteration 71Q: 3 clusters Score -327106.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -327106.250000 Penalty: 849.872742
	Iteration 72Q: 3 clusters Score -327106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -327106.250000 Penalty: 849.872742
	Iteration 73F: 3 clusters Score -327106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Entering Unmasked Estep 
Score: -815167.500000 Penalty: 461.682343
	Iteration 0F: 2 clusters Score -815167.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -798151.937500 Penalty: 923.364685
	Iteration 0F: 3 clusters Score -798151.9 nChanged 12168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -805081.812500 Penalty: 923.364685
	Iteration 1F: 3 clusters Score -805081.8 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -805423.187500 Penalty: 923.364685
	Iteration 2Q: 3 clusters Score -805423.2 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -805945.312500 Penalty: 923.364685
	Iteration 3Q: 3 clusters Score -805945.3 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -806761.687500 Penalty: 923.364685
	Iteration 4F: 3 clusters Score -806761.7 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -808058.375000 Penalty: 923.364685
	Iteration 5F: 3 clusters Score -808058.4 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -809762.687500 Penalty: 923.364685
	Iteration 6F: 3 clusters Score -809762.7 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -811273.875000 Penalty: 923.364685
	Iteration 7F: 3 clusters Score -811273.9 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -812123.375000 Penalty: 923.364685
	Iteration 8F: 3 clusters Score -812123.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -812563.500000 Penalty: 923.364685
	Iteration 9Q: 3 clusters Score -812563.5 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -812954.687500 Penalty: 923.364685
	Iteration 10Q: 3 clusters Score -812954.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -813326.125000 Penalty: 923.364685
	Iteration 11Q: 3 clusters Score -813326.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -813677.187500 Penalty: 923.364685
	Iteration 12Q: 3 clusters Score -813677.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -814000.250000 Penalty: 923.364685
	Iteration 13Q: 3 clusters Score -814000.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -814236.125000 Penalty: 923.364685
	Iteration 14Q: 3 clusters Score -814236.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -814389.937500 Penalty: 923.364685
	Iteration 15Q: 3 clusters Score -814389.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -814481.437500 Penalty: 923.364685
	Iteration 16Q: 3 clusters Score -814481.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -814546.125000 Penalty: 923.364685
	Iteration 17Q: 3 clusters Score -814546.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -814588.937500 Penalty: 923.364685
	Iteration 18Q: 3 clusters Score -814588.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -814620.687500 Penalty: 923.364685
	Iteration 19Q: 3 clusters Score -814620.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -814649.125000 Penalty: 923.364685
	Iteration 20F: 3 clusters Score -814649.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -814672.312500 Penalty: 923.364685
	Iteration 21Q: 3 clusters Score -814672.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -814693.062500 Penalty: 923.364685
	Iteration 22Q: 3 clusters Score -814693.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -814711.000000 Penalty: 923.364685
	Iteration 23Q: 3 clusters Score -814711 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -814726.562500 Penalty: 923.364685
	Iteration 24Q: 3 clusters Score -814726.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -814740.187500 Penalty: 923.364685
	Iteration 25Q: 3 clusters Score -814740.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -814755.187500 Penalty: 923.364685
	Iteration 26Q: 3 clusters Score -814755.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -814768.562500 Penalty: 923.364685
	Iteration 27Q: 3 clusters Score -814768.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -814778.250000 Penalty: 923.364685
	Iteration 28Q: 3 clusters Score -814778.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -814789.437500 Penalty: 923.364685
	Iteration 29Q: 3 clusters Score -814789.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -814800.187500 Penalty: 923.364685
	Iteration 30Q: 3 clusters Score -814800.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -814813.687500 Penalty: 923.364685
	Iteration 31Q: 3 clusters Score -814813.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -814824.750000 Penalty: 923.364685
	Iteration 32Q: 3 clusters Score -814824.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -814839.375000 Penalty: 923.364685
	Iteration 33Q: 3 clusters Score -814839.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -814848.625000 Penalty: 923.364685
	Iteration 34Q: 3 clusters Score -814848.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -814860.187500 Penalty: 923.364685
	Iteration 35Q: 3 clusters Score -814860.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -814868.437500 Penalty: 923.364685
	Iteration 36Q: 3 clusters Score -814868.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -814877.875000 Penalty: 923.364685
	Iteration 37Q: 3 clusters Score -814877.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -814888.312500 Penalty: 923.364685
	Iteration 38Q: 3 clusters Score -814888.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -814905.312500 Penalty: 923.364685
	Iteration 39Q: 3 clusters Score -814905.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -814917.000000 Penalty: 923.364685
	Iteration 40F: 3 clusters Score -814917 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -814926.375000 Penalty: 923.364685
	Iteration 41Q: 3 clusters Score -814926.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -814933.312500 Penalty: 923.364685
	Iteration 42Q: 3 clusters Score -814933.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -814939.062500 Penalty: 923.364685
	Iteration 43Q: 3 clusters Score -814939.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -814945.625000 Penalty: 923.364685
	Iteration 44Q: 3 clusters Score -814945.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -814954.062500 Penalty: 923.364685
	Iteration 45Q: 3 clusters Score -814954.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -814962.625000 Penalty: 923.364685
	Iteration 46Q: 3 clusters Score -814962.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -814972.687500 Penalty: 923.364685
	Iteration 47Q: 3 clusters Score -814972.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -814979.375000 Penalty: 923.364685
	Iteration 48Q: 3 clusters Score -814979.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 22144 members 
Entering Unmasked Estep 
Score: -814987.187500 Penalty: 923.364685
	Iteration 49Q: 3 clusters Score -814987.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -814990.437500 Penalty: 923.364685
	Iteration 50Q: 3 clusters Score -814990.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -814997.375000 Penalty: 923.364685
	Iteration 51Q: 3 clusters Score -814997.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -815001.125000 Penalty: 923.364685
	Iteration 52Q: 3 clusters Score -815001.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -815006.312500 Penalty: 923.364685
	Iteration 53Q: 3 clusters Score -815006.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -815010.250000 Penalty: 923.364685
	Iteration 54Q: 3 clusters Score -815010.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -815013.875000 Penalty: 923.364685
	Iteration 55Q: 3 clusters Score -815013.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -815015.937500 Penalty: 923.364685
	Iteration 56Q: 3 clusters Score -815015.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -815019.375000 Penalty: 923.364685
	Iteration 57Q: 3 clusters Score -815019.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -815022.250000 Penalty: 923.364685
	Iteration 58Q: 3 clusters Score -815022.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -815025.812500 Penalty: 923.364685
	Iteration 59Q: 3 clusters Score -815025.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -815031.625000 Penalty: 923.364685
	Iteration 60F: 3 clusters Score -815031.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -815034.250000 Penalty: 923.364685
	Iteration 61Q: 3 clusters Score -815034.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -815038.375000 Penalty: 923.364685
	Iteration 62Q: 3 clusters Score -815038.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -815042.250000 Penalty: 923.364685
	Iteration 63Q: 3 clusters Score -815042.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -815045.875000 Penalty: 923.364685
	Iteration 64Q: 3 clusters Score -815045.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -815048.000000 Penalty: 923.364685
	Iteration 65Q: 3 clusters Score -815048 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -815049.062500 Penalty: 923.364685
	Iteration 66Q: 3 clusters Score -815049.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -815052.437500 Penalty: 923.364685
	Iteration 67Q: 3 clusters Score -815052.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -815059.062500 Penalty: 923.364685
	Iteration 68Q: 3 clusters Score -815059.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -815067.625000 Penalty: 923.364685
	Iteration 69Q: 3 clusters Score -815067.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -815075.187500 Penalty: 923.364685
	Iteration 70Q: 3 clusters Score -815075.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -815077.500000 Penalty: 923.364685
	Iteration 71Q: 3 clusters Score -815077.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -815081.250000 Penalty: 923.364685
	Iteration 72Q: 3 clusters Score -815081.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -815084.437500 Penalty: 923.364685
	Iteration 73Q: 3 clusters Score -815084.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -815089.562500 Penalty: 923.364685
	Iteration 74Q: 3 clusters Score -815089.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -815093.250000 Penalty: 923.364685
	Iteration 75Q: 3 clusters Score -815093.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -815093.875000 Penalty: 923.364685
	Iteration 76Q: 3 clusters Score -815093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -815094.062500 Penalty: 923.364685
	Iteration 77Q: 3 clusters Score -815094.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -815093.250000 Penalty: 923.364685
	Iteration 78Q: 3 clusters Score -815093.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -815096.812500 Penalty: 923.364685
	Iteration 79Q: 3 clusters Score -815096.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -815096.312500 Penalty: 923.364685
	Iteration 80F: 3 clusters Score -815096.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -815098.125000 Penalty: 923.364685
	Iteration 81Q: 3 clusters Score -815098.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -815098.250000 Penalty: 923.364685
	Iteration 82Q: 3 clusters Score -815098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -815098.437500 Penalty: 923.364685
	Iteration 83Q: 3 clusters Score -815098.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -815098.812500 Penalty: 923.364685
	Iteration 84Q: 3 clusters Score -815098.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -815100.375000 Penalty: 923.364685
	Iteration 85Q: 3 clusters Score -815100.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -815099.687500 Penalty: 923.364685
	Iteration 86Q: 3 clusters Score -815099.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -815099.687500 Penalty: 923.364685
	Iteration 87F: 3 clusters Score -815099.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -41660.539062 Penalty: 334.768799
	Iteration 0F: 2 clusters Score -41660.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -40496.457031 Penalty: 669.537598
	Iteration 0F: 3 clusters Score -40496.46 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -40929.261719 Penalty: 669.537598
	Iteration 1F: 3 clusters Score -40929.26 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -41058.480469 Penalty: 669.537598
	Iteration 2F: 3 clusters Score -41058.48 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -41179.074219 Penalty: 669.537598
	Iteration 3F: 3 clusters Score -41179.07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -41244.273438 Penalty: 669.537598
	Iteration 4F: 3 clusters Score -41244.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -41300.785156 Penalty: 669.537598
	Iteration 5F: 3 clusters Score -41300.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -41345.261719 Penalty: 669.537598
	Iteration 6Q: 3 clusters Score -41345.26 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -41402.531250 Penalty: 669.537598
	Iteration 7Q: 3 clusters Score -41402.53 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -41445.199219 Penalty: 669.537598
	Iteration 8Q: 3 clusters Score -41445.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -41472.988281 Penalty: 669.537598
	Iteration 9Q: 3 clusters Score -41472.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -41489.011719 Penalty: 669.537598
	Iteration 10Q: 3 clusters Score -41489.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -41494.230469 Penalty: 669.537598
	Iteration 11Q: 3 clusters Score -41494.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -41498.585938 Penalty: 669.537598
	Iteration 12Q: 3 clusters Score -41498.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -41501.199219 Penalty: 669.537598
	Iteration 13Q: 3 clusters Score -41501.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -41502.214844 Penalty: 669.537598
	Iteration 14Q: 3 clusters Score -41502.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41503.054688 Penalty: 669.537598
	Iteration 15Q: 3 clusters Score -41503.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -41503.054688 Penalty: 669.537598
	Iteration 16F: 3 clusters Score -41503.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Entering Unmasked Estep 
Score: -22077.951172 Penalty: 295.808685
	Iteration 0F: 2 clusters Score -22077.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -21473.226562 Penalty: 591.617371
	Iteration 0F: 3 clusters Score -21473.23 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -21626.443359 Penalty: 591.617371
	Iteration 1F: 3 clusters Score -21626.44 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -21664.162109 Penalty: 591.617371
	Iteration 2F: 3 clusters Score -21664.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -21691.773438 Penalty: 591.617371
	Iteration 3F: 3 clusters Score -21691.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -21701.414062 Penalty: 591.617371
	Iteration 4Q: 3 clusters Score -21701.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -21704.980469 Penalty: 591.617371
	Iteration 5Q: 3 clusters Score -21704.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21705.675781 Penalty: 591.617371
	Iteration 6Q: 3 clusters Score -21705.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -21705.675781 Penalty: 591.617371
	Iteration 7F: 3 clusters Score -21705.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (26261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Entering Unmasked Estep 
Score: -856263.750000 Penalty: 463.000732
	Iteration 0F: 2 clusters Score -856263.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -838790.625000 Penalty: 926.001465
	Iteration 0F: 3 clusters Score -838790.6 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -847217.187500 Penalty: 926.001465
	Iteration 1F: 3 clusters Score -847217.2 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -848370.625000 Penalty: 926.001465
	Iteration 2F: 3 clusters Score -848370.6 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -849714.812500 Penalty: 926.001465
	Iteration 3F: 3 clusters Score -849714.8 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -851059.500000 Penalty: 926.001465
	Iteration 4F: 3 clusters Score -851059.5 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -851871.562500 Penalty: 926.001465
	Iteration 5F: 3 clusters Score -851871.6 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -852218.062500 Penalty: 926.001465
	Iteration 6Q: 3 clusters Score -852218.1 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -852418.687500 Penalty: 926.001465
	Iteration 7Q: 3 clusters Score -852418.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -852592.562500 Penalty: 926.001465
	Iteration 8Q: 3 clusters Score -852592.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -852760.687500 Penalty: 926.001465
	Iteration 9Q: 3 clusters Score -852760.7 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -852938.375000 Penalty: 926.001465
	Iteration 10Q: 3 clusters Score -852938.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -853105.875000 Penalty: 926.001465
	Iteration 11Q: 3 clusters Score -853105.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -853258.125000 Penalty: 926.001465
	Iteration 12Q: 3 clusters Score -853258.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -853404.687500 Penalty: 926.001465
	Iteration 13Q: 3 clusters Score -853404.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -853521.812500 Penalty: 926.001465
	Iteration 14Q: 3 clusters Score -853521.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -853626.687500 Penalty: 926.001465
	Iteration 15Q: 3 clusters Score -853626.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -853722.562500 Penalty: 926.001465
	Iteration 16Q: 3 clusters Score -853722.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -853808.062500 Penalty: 926.001465
	Iteration 17Q: 3 clusters Score -853808.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -853869.625000 Penalty: 926.001465
	Iteration 18Q: 3 clusters Score -853869.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -853937.875000 Penalty: 926.001465
	Iteration 19Q: 3 clusters Score -853937.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -854008.250000 Penalty: 926.001465
	Iteration 20F: 3 clusters Score -854008.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -854070.000000 Penalty: 926.001465
	Iteration 21Q: 3 clusters Score -854070 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -854135.375000 Penalty: 926.001465
	Iteration 22Q: 3 clusters Score -854135.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -854198.312500 Penalty: 926.001465
	Iteration 23Q: 3 clusters Score -854198.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -854265.437500 Penalty: 926.001465
	Iteration 24Q: 3 clusters Score -854265.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -854343.750000 Penalty: 926.001465
	Iteration 25Q: 3 clusters Score -854343.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -854426.750000 Penalty: 926.001465
	Iteration 26Q: 3 clusters Score -854426.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -854510.562500 Penalty: 926.001465
	Iteration 27Q: 3 clusters Score -854510.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -854582.875000 Penalty: 926.001465
	Iteration 28Q: 3 clusters Score -854582.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -854643.312500 Penalty: 926.001465
	Iteration 29Q: 3 clusters Score -854643.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -854698.562500 Penalty: 926.001465
	Iteration 30Q: 3 clusters Score -854698.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -854760.000000 Penalty: 926.001465
	Iteration 31Q: 3 clusters Score -854760 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -854817.500000 Penalty: 926.001465
	Iteration 32Q: 3 clusters Score -854817.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -854878.500000 Penalty: 926.001465
	Iteration 33Q: 3 clusters Score -854878.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -854932.625000 Penalty: 926.001465
	Iteration 34Q: 3 clusters Score -854932.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -854987.500000 Penalty: 926.001465
	Iteration 35Q: 3 clusters Score -854987.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -855024.125000 Penalty: 926.001465
	Iteration 36Q: 3 clusters Score -855024.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -855053.000000 Penalty: 926.001465
	Iteration 37Q: 3 clusters Score -855053 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -855074.250000 Penalty: 926.001465
	Iteration 38Q: 3 clusters Score -855074.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -855095.187500 Penalty: 926.001465
	Iteration 39Q: 3 clusters Score -855095.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -855118.875000 Penalty: 926.001465
	Iteration 40F: 3 clusters Score -855118.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -855144.812500 Penalty: 926.001465
	Iteration 41Q: 3 clusters Score -855144.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -855158.187500 Penalty: 926.001465
	Iteration 42Q: 3 clusters Score -855158.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -855172.500000 Penalty: 926.001465
	Iteration 43Q: 3 clusters Score -855172.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -855186.687500 Penalty: 926.001465
	Iteration 44Q: 3 clusters Score -855186.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -855197.500000 Penalty: 926.001465
	Iteration 45Q: 3 clusters Score -855197.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -855214.375000 Penalty: 926.001465
	Iteration 46Q: 3 clusters Score -855214.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -855232.312500 Penalty: 926.001465
	Iteration 47Q: 3 clusters Score -855232.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -855248.625000 Penalty: 926.001465
	Iteration 48Q: 3 clusters Score -855248.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -855261.937500 Penalty: 926.001465
	Iteration 49Q: 3 clusters Score -855261.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -855282.375000 Penalty: 926.001465
	Iteration 50Q: 3 clusters Score -855282.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -855299.250000 Penalty: 926.001465
	Iteration 51Q: 3 clusters Score -855299.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -855314.687500 Penalty: 926.001465
	Iteration 52Q: 3 clusters Score -855314.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -855335.625000 Penalty: 926.001465
	Iteration 53Q: 3 clusters Score -855335.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -855346.437500 Penalty: 926.001465
	Iteration 54Q: 3 clusters Score -855346.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -855357.937500 Penalty: 926.001465
	Iteration 55Q: 3 clusters Score -855357.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -855369.437500 Penalty: 926.001465
	Iteration 56Q: 3 clusters Score -855369.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -855378.437500 Penalty: 926.001465
	Iteration 57Q: 3 clusters Score -855378.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -855389.437500 Penalty: 926.001465
	Iteration 58Q: 3 clusters Score -855389.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -855404.375000 Penalty: 926.001465
	Iteration 59Q: 3 clusters Score -855404.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -855414.062500 Penalty: 926.001465
	Iteration 60F: 3 clusters Score -855414.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -855426.875000 Penalty: 926.001465
	Iteration 61Q: 3 clusters Score -855426.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -855438.812500 Penalty: 926.001465
	Iteration 62Q: 3 clusters Score -855438.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -855446.375000 Penalty: 926.001465
	Iteration 63Q: 3 clusters Score -855446.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -855451.000000 Penalty: 926.001465
	Iteration 64Q: 3 clusters Score -855451 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -855462.062500 Penalty: 926.001465
	Iteration 65Q: 3 clusters Score -855462.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -855469.500000 Penalty: 926.001465
	Iteration 66Q: 3 clusters Score -855469.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -855472.000000 Penalty: 926.001465
	Iteration 67Q: 3 clusters Score -855472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -855480.875000 Penalty: 926.001465
	Iteration 68Q: 3 clusters Score -855480.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -855487.812500 Penalty: 926.001465
	Iteration 69Q: 3 clusters Score -855487.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -855494.125000 Penalty: 926.001465
	Iteration 70Q: 3 clusters Score -855494.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -855498.312500 Penalty: 926.001465
	Iteration 71Q: 3 clusters Score -855498.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -855508.562500 Penalty: 926.001465
	Iteration 72Q: 3 clusters Score -855508.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -855515.000000 Penalty: 926.001465
	Iteration 73Q: 3 clusters Score -855515 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -855519.625000 Penalty: 926.001465
	Iteration 74Q: 3 clusters Score -855519.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -855525.187500 Penalty: 926.001465
	Iteration 75Q: 3 clusters Score -855525.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -855529.125000 Penalty: 926.001465
	Iteration 76Q: 3 clusters Score -855529.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -855532.437500 Penalty: 926.001465
	Iteration 77Q: 3 clusters Score -855532.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -855536.687500 Penalty: 926.001465
	Iteration 78Q: 3 clusters Score -855536.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -855540.500000 Penalty: 926.001465
	Iteration 79Q: 3 clusters Score -855540.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -855548.562500 Penalty: 926.001465
	Iteration 80F: 3 clusters Score -855548.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -855551.062500 Penalty: 926.001465
	Iteration 81Q: 3 clusters Score -855551.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -855557.687500 Penalty: 926.001465
	Iteration 82Q: 3 clusters Score -855557.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -855563.187500 Penalty: 926.001465
	Iteration 83Q: 3 clusters Score -855563.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -855568.125000 Penalty: 926.001465
	Iteration 84Q: 3 clusters Score -855568.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -855573.625000 Penalty: 926.001465
	Iteration 85Q: 3 clusters Score -855573.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -855580.062500 Penalty: 926.001465
	Iteration 86Q: 3 clusters Score -855580.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -855585.500000 Penalty: 926.001465
	Iteration 87Q: 3 clusters Score -855585.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -855596.000000 Penalty: 926.001465
	Iteration 88Q: 3 clusters Score -855596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -855603.500000 Penalty: 926.001465
	Iteration 89Q: 3 clusters Score -855603.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -855606.312500 Penalty: 926.001465
	Iteration 90Q: 3 clusters Score -855606.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -855614.625000 Penalty: 926.001465
	Iteration 91Q: 3 clusters Score -855614.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -855626.562500 Penalty: 926.001465
	Iteration 92Q: 3 clusters Score -855626.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -855634.812500 Penalty: 926.001465
	Iteration 93Q: 3 clusters Score -855634.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -855644.187500 Penalty: 926.001465
	Iteration 94Q: 3 clusters Score -855644.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -855655.437500 Penalty: 926.001465
	Iteration 95Q: 3 clusters Score -855655.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -855669.562500 Penalty: 926.001465
	Iteration 96Q: 3 clusters Score -855669.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -855684.312500 Penalty: 926.001465
	Iteration 97Q: 3 clusters Score -855684.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -855693.687500 Penalty: 926.001465
	Iteration 98Q: 3 clusters Score -855693.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -855706.312500 Penalty: 926.001465
	Iteration 99Q: 3 clusters Score -855706.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -855710.187500 Penalty: 926.001465
	Iteration 100F: 3 clusters Score -855710.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -855712.687500 Penalty: 926.001465
	Iteration 101Q: 3 clusters Score -855712.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -855721.687500 Penalty: 926.001465
	Iteration 102Q: 3 clusters Score -855721.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -855729.187500 Penalty: 926.001465
	Iteration 103Q: 3 clusters Score -855729.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -855731.437500 Penalty: 926.001465
	Iteration 104Q: 3 clusters Score -855731.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -855737.062500 Penalty: 926.001465
	Iteration 105Q: 3 clusters Score -855737.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -855739.500000 Penalty: 926.001465
	Iteration 106Q: 3 clusters Score -855739.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -855741.250000 Penalty: 926.001465
	Iteration 107Q: 3 clusters Score -855741.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -855745.312500 Penalty: 926.001465
	Iteration 108Q: 3 clusters Score -855745.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -855747.687500 Penalty: 926.001465
	Iteration 109Q: 3 clusters Score -855747.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -855752.750000 Penalty: 926.001465
	Iteration 110Q: 3 clusters Score -855752.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -855756.625000 Penalty: 926.001465
	Iteration 111Q: 3 clusters Score -855756.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -855761.687500 Penalty: 926.001465
	Iteration 112Q: 3 clusters Score -855761.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -855764.375000 Penalty: 926.001465
	Iteration 113Q: 3 clusters Score -855764.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -855770.062500 Penalty: 926.001465
	Iteration 114Q: 3 clusters Score -855770.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -855778.000000 Penalty: 926.001465
	Iteration 115Q: 3 clusters Score -855778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -855784.375000 Penalty: 926.001465
	Iteration 116Q: 3 clusters Score -855784.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -855784.687500 Penalty: 926.001465
	Iteration 117Q: 3 clusters Score -855784.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -855790.125000 Penalty: 926.001465
	Iteration 118Q: 3 clusters Score -855790.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -855790.562500 Penalty: 926.001465
	Iteration 119Q: 3 clusters Score -855790.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -855796.687500 Penalty: 926.001465
	Iteration 120F: 3 clusters Score -855796.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -855804.750000 Penalty: 926.001465
	Iteration 121Q: 3 clusters Score -855804.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -855807.937500 Penalty: 926.001465
	Iteration 122Q: 3 clusters Score -855807.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -855813.375000 Penalty: 926.001465
	Iteration 123Q: 3 clusters Score -855813.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -855817.312500 Penalty: 926.001465
	Iteration 124Q: 3 clusters Score -855817.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -855822.250000 Penalty: 926.001465
	Iteration 125Q: 3 clusters Score -855822.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -855830.375000 Penalty: 926.001465
	Iteration 126Q: 3 clusters Score -855830.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -855832.375000 Penalty: 926.001465
	Iteration 127Q: 3 clusters Score -855832.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -855844.125000 Penalty: 926.001465
	Iteration 128Q: 3 clusters Score -855844.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -855852.062500 Penalty: 926.001465
	Iteration 129Q: 3 clusters Score -855852.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -855863.187500 Penalty: 926.001465
	Iteration 130Q: 3 clusters Score -855863.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -855867.500000 Penalty: 926.001465
	Iteration 131Q: 3 clusters Score -855867.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -855870.687500 Penalty: 926.001465
	Iteration 132Q: 3 clusters Score -855870.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -855874.125000 Penalty: 926.001465
	Iteration 133Q: 3 clusters Score -855874.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -855879.250000 Penalty: 926.001465
	Iteration 134Q: 3 clusters Score -855879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -855881.375000 Penalty: 926.001465
	Iteration 135Q: 3 clusters Score -855881.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -855888.312500 Penalty: 926.001465
	Iteration 136Q: 3 clusters Score -855888.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -855895.500000 Penalty: 926.001465
	Iteration 137Q: 3 clusters Score -855895.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -855899.750000 Penalty: 926.001465
	Iteration 138Q: 3 clusters Score -855899.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -855900.500000 Penalty: 926.001465
	Iteration 139Q: 3 clusters Score -855900.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -855906.437500 Penalty: 926.001465
	Iteration 140F: 3 clusters Score -855906.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -855912.437500 Penalty: 926.001465
	Iteration 141Q: 3 clusters Score -855912.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -855918.062500 Penalty: 926.001465
	Iteration 142Q: 3 clusters Score -855918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -855918.437500 Penalty: 926.001465
	Iteration 143Q: 3 clusters Score -855918.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -855925.375000 Penalty: 926.001465
	Iteration 144Q: 3 clusters Score -855925.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -855932.500000 Penalty: 926.001465
	Iteration 145Q: 3 clusters Score -855932.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -855934.500000 Penalty: 926.001465
	Iteration 146Q: 3 clusters Score -855934.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -855936.312500 Penalty: 926.001465
	Iteration 147Q: 3 clusters Score -855936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -855937.750000 Penalty: 926.001465
	Iteration 148Q: 3 clusters Score -855937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -855938.875000 Penalty: 926.001465
	Iteration 149Q: 3 clusters Score -855938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -855939.937500 Penalty: 926.001465
	Iteration 150Q: 3 clusters Score -855939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -855940.625000 Penalty: 926.001465
	Iteration 151Q: 3 clusters Score -855940.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -855940.500000 Penalty: 926.001465
	Iteration 152Q: 3 clusters Score -855940.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -855939.875000 Penalty: 926.001465
	Iteration 153Q: 3 clusters Score -855939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -855941.750000 Penalty: 926.001465
	Iteration 154Q: 3 clusters Score -855941.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -855941.437500 Penalty: 926.001465
	Iteration 155Q: 3 clusters Score -855941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -855942.812500 Penalty: 926.001465
	Iteration 156Q: 3 clusters Score -855942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25608 members 
Entering Unmasked Estep 
Score: -855943.437500 Penalty: 926.001465
	Iteration 157Q: 3 clusters Score -855943.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -855942.000000 Penalty: 926.001465
	Iteration 158Q: 3 clusters Score -855942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -855942.937500 Penalty: 926.001465
	Iteration 159Q: 3 clusters Score -855942.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -855942.937500 Penalty: 926.001465
	Iteration 160F: 3 clusters Score -855942.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (338317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338317 members 
Entering Unmasked Estep 
Score: -10740060.000000 Penalty: 579.294128
	Iteration 0F: 2 clusters Score -1.074006e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 168850 members 
Entering Unmasked Estep 
Score: -10508810.000000 Penalty: 1158.588257
	Iteration 0F: 3 clusters Score -1.050881e+07 nChanged 167192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175533 members 
Mstep: Class 2 contains 162784 members 
Entering Unmasked Estep 
Score: -10612053.000000 Penalty: 1158.588257
	Iteration 1F: 3 clusters Score -1.061205e+07 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179347 members 
Mstep: Class 2 contains 158970 members 
Entering Unmasked Estep 
Score: -10615277.000000 Penalty: 1158.588257
	Iteration 2Q: 3 clusters Score -1.061528e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185856 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -10619586.000000 Penalty: 1158.588257
	Iteration 3Q: 3 clusters Score -1.061959e+07 nChanged 13531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196465 members 
Mstep: Class 2 contains 141852 members 
Entering Unmasked Estep 
Score: -10626027.000000 Penalty: 1158.588257
	Iteration 4Q: 3 clusters Score -1.062603e+07 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212384 members 
Mstep: Class 2 contains 125933 members 
Entering Unmasked Estep 
Score: -10635944.000000 Penalty: 1158.588257
	Iteration 5Q: 3 clusters Score -1.063594e+07 nChanged 22614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234864 members 
Mstep: Class 2 contains 103453 members 
Entering Unmasked Estep 
Score: -10651412.000000 Penalty: 1158.588257
	Iteration 6F: 3 clusters Score -1.065141e+07 nChanged 28015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262875 members 
Mstep: Class 2 contains 75442 members 
Entering Unmasked Estep 
Score: -10673631.000000 Penalty: 1158.588257
	Iteration 7F: 3 clusters Score -1.067363e+07 nChanged 29484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292359 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -10699219.000000 Penalty: 1158.588257
	Iteration 8F: 3 clusters Score -1.069922e+07 nChanged 23836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316195 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -10720513.000000 Penalty: 1158.588257
	Iteration 9F: 3 clusters Score -1.072051e+07 nChanged 13687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329882 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -10732631.000000 Penalty: 1158.588257
	Iteration 10Q: 3 clusters Score -1.073263e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335559 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -10737415.000000 Penalty: 1158.588257
	Iteration 11Q: 3 clusters Score -1.073742e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337379 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10738808.000000 Penalty: 1158.588257
	Iteration 12Q: 3 clusters Score -1.073881e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337971 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -10739301.000000 Penalty: 1158.588257
	Iteration 13Q: 3 clusters Score -1.07393e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -10739430.000000 Penalty: 1158.588257
	Iteration 14Q: 3 clusters Score -1.073943e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338207 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -10739488.000000 Penalty: 1158.588257
	Iteration 15Q: 3 clusters Score -1.073949e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338233 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -10739515.000000 Penalty: 1158.588257
	Iteration 16Q: 3 clusters Score -1.073952e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338243 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -10739525.000000 Penalty: 1158.588257
	Iteration 17Q: 3 clusters Score -1.073952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338242 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -10739537.000000 Penalty: 1158.588257
	Iteration 18Q: 3 clusters Score -1.073954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338246 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -10739545.000000 Penalty: 1158.588257
	Iteration 19Q: 3 clusters Score -1.073954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338253 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -10739556.000000 Penalty: 1158.588257
	Iteration 20F: 3 clusters Score -1.073956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338256 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -10739560.000000 Penalty: 1158.588257
	Iteration 21Q: 3 clusters Score -1.073956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338258 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -10739558.000000 Penalty: 1158.588257
	Iteration 22Q: 3 clusters Score -1.073956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338260 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -10739562.000000 Penalty: 1158.588257
	Iteration 23Q: 3 clusters Score -1.073956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338262 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -10739561.000000 Penalty: 1158.588257
	Iteration 24Q: 3 clusters Score -1.073956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338264 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -10739565.000000 Penalty: 1158.588257
	Iteration 25Q: 3 clusters Score -1.073956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338266 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10739565.000000 Penalty: 1158.588257
	Iteration 26Q: 3 clusters Score -1.073956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338266 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -10739565.000000 Penalty: 1158.588257
	Iteration 27F: 3 clusters Score -1.073956e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 12608 members 
Mstep: Class 3 contains 1220 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 2225 members 
Mstep: Class 7 contains 2048 members 
Mstep: Class 8 contains 350 members 
Mstep: Class 10 contains 2131 members 
Mstep: Class 11 contains 1546 members 
Mstep: Class 12 contains 16109 members 
Mstep: Class 13 contains 46545 members 
Mstep: Class 14 contains 2838 members 
Mstep: Class 15 contains 11376 members 
Mstep: Class 17 contains 25511 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 21 contains 666 members 
Mstep: Class 22 contains 26261 members 
Mstep: Class 23 contains 338317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489174.000000 Penalty: 11053.628906
Iteration 39Q: 19 clusters Score -2.148917e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 233308 members 
Mstep: Class 2 contains 12595 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 2223 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 351 members 
Mstep: Class 10 contains 2136 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 12 contains 16111 members 
Mstep: Class 13 contains 46564 members 
Mstep: Class 14 contains 2829 members 
Mstep: Class 15 contains 11420 members 
Mstep: Class 17 contains 25485 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 21 contains 707 members 
Mstep: Class 22 contains 25432 members 
Mstep: Class 23 contains 339356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489576.000000 Penalty: 11053.628906
Iteration 40F: 19 clusters Score -2.148958e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 233700 members 
Mstep: Class 2 contains 12496 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 2219 members 
Mstep: Class 7 contains 2076 members 
Mstep: Class 8 contains 368 members 
Mstep: Class 10 contains 2134 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 16056 members 
Mstep: Class 13 contains 46312 members 
Mstep: Class 14 contains 2864 members 
Mstep: Class 15 contains 11433 members 
Mstep: Class 17 contains 25418 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 21 contains 809 members 
Mstep: Class 22 contains 24479 members 
Mstep: Class 23 contains 340200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489750.000000 Penalty: 11053.628906
Iteration 41Q: 19 clusters Score -2.148975e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 234008 members 
Mstep: Class 2 contains 12405 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 2227 members 
Mstep: Class 7 contains 2090 members 
Mstep: Class 8 contains 385 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 1587 members 
Mstep: Class 12 contains 16011 members 
Mstep: Class 13 contains 46099 members 
Mstep: Class 14 contains 2879 members 
Mstep: Class 15 contains 11445 members 
Mstep: Class 17 contains 25360 members 
Mstep: Class 19 contains 1564 members 
Mstep: Class 21 contains 884 members 
Mstep: Class 22 contains 23605 members 
Mstep: Class 23 contains 341008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21489876.000000 Penalty: 11053.628906
Iteration 42Q: 19 clusters Score -2.148988e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 234310 members 
Mstep: Class 2 contains 12319 members 
Mstep: Class 3 contains 1244 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 2105 members 
Mstep: Class 8 contains 391 members 
Mstep: Class 10 contains 2145 members 
Mstep: Class 11 contains 1592 members 
Mstep: Class 12 contains 15973 members 
Mstep: Class 13 contains 45869 members 
Mstep: Class 14 contains 2901 members 
Mstep: Class 15 contains 11483 members 
Mstep: Class 17 contains 25315 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 21 contains 933 members 
Mstep: Class 22 contains 22699 members 
Mstep: Class 23 contains 341858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490102.000000 Penalty: 11053.628906
Iteration 43Q: 19 clusters Score -2.14901e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 234572 members 
Mstep: Class 2 contains 12225 members 
Mstep: Class 3 contains 1249 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 2122 members 
Mstep: Class 8 contains 401 members 
Mstep: Class 10 contains 2162 members 
Mstep: Class 11 contains 1600 members 
Mstep: Class 12 contains 15938 members 
Mstep: Class 13 contains 45666 members 
Mstep: Class 14 contains 2915 members 
Mstep: Class 15 contains 11530 members 
Mstep: Class 17 contains 25263 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 21 contains 962 members 
Mstep: Class 22 contains 21845 members 
Mstep: Class 23 contains 342689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490366.000000 Penalty: 11053.628906
Iteration 44Q: 19 clusters Score -2.149037e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 234828 members 
Mstep: Class 2 contains 12146 members 
Mstep: Class 3 contains 1250 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 7 contains 2135 members 
Mstep: Class 8 contains 407 members 
Mstep: Class 10 contains 2171 members 
Mstep: Class 11 contains 1622 members 
Mstep: Class 12 contains 15912 members 
Mstep: Class 13 contains 45461 members 
Mstep: Class 14 contains 2922 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 17 contains 25219 members 
Mstep: Class 19 contains 1573 members 
Mstep: Class 21 contains 977 members 
Mstep: Class 22 contains 21024 members 
Mstep: Class 23 contains 343499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490462.000000 Penalty: 11053.628906
Iteration 45Q: 19 clusters Score -2.149046e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235041 members 
Mstep: Class 2 contains 12073 members 
Mstep: Class 3 contains 1258 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 2183 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 416 members 
Mstep: Class 10 contains 2184 members 
Mstep: Class 11 contains 1643 members 
Mstep: Class 12 contains 15874 members 
Mstep: Class 13 contains 45277 members 
Mstep: Class 14 contains 2931 members 
Mstep: Class 15 contains 11599 members 
Mstep: Class 17 contains 25190 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 21 contains 999 members 
Mstep: Class 22 contains 20293 members 
Mstep: Class 23 contains 344212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490636.000000 Penalty: 11053.628906
Iteration 46Q: 19 clusters Score -2.149064e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235170 members 
Mstep: Class 2 contains 11998 members 
Mstep: Class 3 contains 1270 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 2174 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 427 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 1653 members 
Mstep: Class 12 contains 15849 members 
Mstep: Class 13 contains 45123 members 
Mstep: Class 14 contains 2929 members 
Mstep: Class 15 contains 11633 members 
Mstep: Class 17 contains 25155 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 21 contains 1015 members 
Mstep: Class 22 contains 19622 members 
Mstep: Class 23 contains 344958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490704.000000 Penalty: 11053.628906
Iteration 47Q: 19 clusters Score -2.14907e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235260 members 
Mstep: Class 2 contains 11914 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 2161 members 
Mstep: Class 7 contains 2152 members 
Mstep: Class 8 contains 434 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 1666 members 
Mstep: Class 12 contains 15831 members 
Mstep: Class 13 contains 44981 members 
Mstep: Class 14 contains 2925 members 
Mstep: Class 15 contains 11677 members 
Mstep: Class 17 contains 25133 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 19021 members 
Mstep: Class 23 contains 345657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490802.000000 Penalty: 11053.628906
Iteration 48Q: 19 clusters Score -2.14908e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235312 members 
Mstep: Class 2 contains 11836 members 
Mstep: Class 3 contains 1298 members 
Mstep: Class 5 contains 1939 members 
Mstep: Class 6 contains 2141 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 441 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 1667 members 
Mstep: Class 12 contains 15810 members 
Mstep: Class 13 contains 44868 members 
Mstep: Class 14 contains 2917 members 
Mstep: Class 15 contains 11722 members 
Mstep: Class 17 contains 25104 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 18435 members 
Mstep: Class 23 contains 346378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490876.000000 Penalty: 11053.628906
Iteration 49Q: 19 clusters Score -2.149088e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235337 members 
Mstep: Class 2 contains 11768 members 
Mstep: Class 3 contains 1307 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 2148 members 
Mstep: Class 8 contains 444 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 1668 members 
Mstep: Class 12 contains 15793 members 
Mstep: Class 13 contains 44775 members 
Mstep: Class 14 contains 2905 members 
Mstep: Class 15 contains 11769 members 
Mstep: Class 17 contains 25073 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 21 contains 1045 members 
Mstep: Class 22 contains 17870 members 
Mstep: Class 23 contains 347091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490972.000000 Penalty: 11053.628906
Iteration 50Q: 19 clusters Score -2.149097e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235364 members 
Mstep: Class 2 contains 11686 members 
Mstep: Class 3 contains 1320 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 2098 members 
Mstep: Class 7 contains 2144 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 12 contains 15774 members 
Mstep: Class 13 contains 44691 members 
Mstep: Class 14 contains 2894 members 
Mstep: Class 15 contains 11829 members 
Mstep: Class 17 contains 25027 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 21 contains 1059 members 
Mstep: Class 22 contains 17304 members 
Mstep: Class 23 contains 347796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21490934.000000 Penalty: 11053.628906
Iteration 51Q: 19 clusters Score -2.149093e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235411 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 1334 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 2080 members 
Mstep: Class 7 contains 2141 members 
Mstep: Class 8 contains 449 members 
Mstep: Class 10 contains 2200 members 
Mstep: Class 11 contains 1670 members 
Mstep: Class 12 contains 15761 members 
Mstep: Class 13 contains 44616 members 
Mstep: Class 14 contains 2877 members 
Mstep: Class 15 contains 11876 members 
Mstep: Class 17 contains 24995 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 16747 members 
Mstep: Class 23 contains 348470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491084.000000 Penalty: 11053.628906
Iteration 52Q: 19 clusters Score -2.149108e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235450 members 
Mstep: Class 2 contains 11525 members 
Mstep: Class 3 contains 1356 members 
Mstep: Class 5 contains 1962 members 
Mstep: Class 6 contains 2070 members 
Mstep: Class 7 contains 2149 members 
Mstep: Class 8 contains 452 members 
Mstep: Class 10 contains 2197 members 
Mstep: Class 11 contains 1672 members 
Mstep: Class 12 contains 15748 members 
Mstep: Class 13 contains 44547 members 
Mstep: Class 14 contains 2860 members 
Mstep: Class 15 contains 11919 members 
Mstep: Class 17 contains 24956 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 21 contains 1076 members 
Mstep: Class 22 contains 16183 members 
Mstep: Class 23 contains 349136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491192.000000 Penalty: 11053.628906
Iteration 53Q: 19 clusters Score -2.149119e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235451 members 
Mstep: Class 2 contains 11452 members 
Mstep: Class 3 contains 1378 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 2063 members 
Mstep: Class 7 contains 2169 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 1669 members 
Mstep: Class 12 contains 15733 members 
Mstep: Class 13 contains 44473 members 
Mstep: Class 14 contains 2847 members 
Mstep: Class 15 contains 11958 members 
Mstep: Class 17 contains 24916 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 21 contains 1089 members 
Mstep: Class 22 contains 15668 members 
Mstep: Class 23 contains 349784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491378.000000 Penalty: 11053.628906
Iteration 54Q: 19 clusters Score -2.149138e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235472 members 
Mstep: Class 2 contains 11389 members 
Mstep: Class 3 contains 1395 members 
Mstep: Class 5 contains 1966 members 
Mstep: Class 6 contains 2051 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 1677 members 
Mstep: Class 12 contains 15720 members 
Mstep: Class 13 contains 44390 members 
Mstep: Class 14 contains 2837 members 
Mstep: Class 15 contains 11996 members 
Mstep: Class 17 contains 24873 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 21 contains 1100 members 
Mstep: Class 22 contains 15141 members 
Mstep: Class 23 contains 350423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491428.000000 Penalty: 11053.628906
Iteration 55Q: 19 clusters Score -2.149143e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 235492 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 2039 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 1693 members 
Mstep: Class 12 contains 15708 members 
Mstep: Class 13 contains 44314 members 
Mstep: Class 14 contains 2832 members 
Mstep: Class 15 contains 12030 members 
Mstep: Class 17 contains 24825 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 21 contains 1101 members 
Mstep: Class 22 contains 14609 members 
Mstep: Class 23 contains 351068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491566.000000 Penalty: 11053.628906
Iteration 56Q: 19 clusters Score -2.149157e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 235484 members 
Mstep: Class 2 contains 11292 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 2027 members 
Mstep: Class 7 contains 2198 members 
Mstep: Class 8 contains 455 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 1712 members 
Mstep: Class 12 contains 15691 members 
Mstep: Class 13 contains 44245 members 
Mstep: Class 14 contains 2825 members 
Mstep: Class 15 contains 12051 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1107 members 
Mstep: Class 22 contains 14121 members 
Mstep: Class 23 contains 351674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491676.000000 Penalty: 11053.628906
Iteration 57Q: 19 clusters Score -2.149168e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 235414 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 1463 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 2021 members 
Mstep: Class 7 contains 2208 members 
Mstep: Class 8 contains 454 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 1725 members 
Mstep: Class 12 contains 15685 members 
Mstep: Class 13 contains 44193 members 
Mstep: Class 14 contains 2815 members 
Mstep: Class 15 contains 12075 members 
Mstep: Class 17 contains 24748 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 21 contains 1111 members 
Mstep: Class 22 contains 13672 members 
Mstep: Class 23 contains 352276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491740.000000 Penalty: 11053.628906
Iteration 58Q: 19 clusters Score -2.149174e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 235298 members 
Mstep: Class 2 contains 11192 members 
Mstep: Class 3 contains 1493 members 
Mstep: Class 5 contains 1974 members 
Mstep: Class 6 contains 2015 members 
Mstep: Class 7 contains 2213 members 
Mstep: Class 8 contains 456 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 1748 members 
Mstep: Class 12 contains 15676 members 
Mstep: Class 13 contains 44157 members 
Mstep: Class 14 contains 2806 members 
Mstep: Class 15 contains 12096 members 
Mstep: Class 17 contains 24711 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 21 contains 1113 members 
Mstep: Class 22 contains 13227 members 
Mstep: Class 23 contains 352889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491798.000000 Penalty: 11053.628906
Iteration 59Q: 19 clusters Score -2.14918e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 235198 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 1523 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 2011 members 
Mstep: Class 7 contains 2216 members 
Mstep: Class 8 contains 459 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 12 contains 15670 members 
Mstep: Class 13 contains 44131 members 
Mstep: Class 14 contains 2796 members 
Mstep: Class 15 contains 12119 members 
Mstep: Class 17 contains 24684 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 21 contains 1112 members 
Mstep: Class 22 contains 12832 members 
Mstep: Class 23 contains 353428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491906.000000 Penalty: 11053.628906
Iteration 60F: 19 clusters Score -2.149191e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 235099 members 
Mstep: Class 2 contains 11077 members 
Mstep: Class 3 contains 1551 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 2222 members 
Mstep: Class 8 contains 462 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 15669 members 
Mstep: Class 13 contains 44113 members 
Mstep: Class 14 contains 2787 members 
Mstep: Class 15 contains 12141 members 
Mstep: Class 17 contains 24657 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 21 contains 1117 members 
Mstep: Class 22 contains 12437 members 
Mstep: Class 23 contains 353951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491888.000000 Penalty: 11053.628906
Iteration 61Q: 19 clusters Score -2.149189e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 235006 members 
Mstep: Class 2 contains 11023 members 
Mstep: Class 3 contains 1573 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 2225 members 
Mstep: Class 8 contains 465 members 
Mstep: Class 10 contains 2190 members 
Mstep: Class 11 contains 1815 members 
Mstep: Class 12 contains 15666 members 
Mstep: Class 13 contains 44103 members 
Mstep: Class 14 contains 2776 members 
Mstep: Class 15 contains 12163 members 
Mstep: Class 17 contains 24629 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 21 contains 1120 members 
Mstep: Class 22 contains 12070 members 
Mstep: Class 23 contains 354449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21491956.000000 Penalty: 11053.628906
Iteration 62Q: 19 clusters Score -2.149196e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234929 members 
Mstep: Class 2 contains 10976 members 
Mstep: Class 3 contains 1590 members 
Mstep: Class 5 contains 1976 members 
Mstep: Class 6 contains 1991 members 
Mstep: Class 7 contains 2226 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 1842 members 
Mstep: Class 12 contains 15659 members 
Mstep: Class 13 contains 44091 members 
Mstep: Class 14 contains 2766 members 
Mstep: Class 15 contains 12184 members 
Mstep: Class 17 contains 24605 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 21 contains 1122 members 
Mstep: Class 22 contains 11721 members 
Mstep: Class 23 contains 354916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492070.000000 Penalty: 11053.628906
Iteration 63Q: 19 clusters Score -2.149207e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234827 members 
Mstep: Class 2 contains 10934 members 
Mstep: Class 3 contains 1618 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 2229 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 10 contains 2188 members 
Mstep: Class 11 contains 1871 members 
Mstep: Class 12 contains 15655 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 2755 members 
Mstep: Class 15 contains 12206 members 
Mstep: Class 17 contains 24575 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 11372 members 
Mstep: Class 23 contains 355393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492124.000000 Penalty: 11053.628906
Iteration 64Q: 19 clusters Score -2.149212e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234730 members 
Mstep: Class 2 contains 10892 members 
Mstep: Class 3 contains 1642 members 
Mstep: Class 5 contains 1973 members 
Mstep: Class 6 contains 1972 members 
Mstep: Class 7 contains 2238 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2187 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 15651 members 
Mstep: Class 13 contains 44064 members 
Mstep: Class 14 contains 2745 members 
Mstep: Class 15 contains 12226 members 
Mstep: Class 17 contains 24545 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1126 members 
Mstep: Class 22 contains 11024 members 
Mstep: Class 23 contains 355862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492194.000000 Penalty: 11053.628906
Iteration 65Q: 19 clusters Score -2.149219e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234646 members 
Mstep: Class 2 contains 10855 members 
Mstep: Class 3 contains 1661 members 
Mstep: Class 5 contains 1970 members 
Mstep: Class 6 contains 1966 members 
Mstep: Class 7 contains 2246 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 10 contains 2189 members 
Mstep: Class 11 contains 1934 members 
Mstep: Class 12 contains 15645 members 
Mstep: Class 13 contains 44054 members 
Mstep: Class 14 contains 2732 members 
Mstep: Class 15 contains 12248 members 
Mstep: Class 17 contains 24515 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 10696 members 
Mstep: Class 23 contains 356295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492198.000000 Penalty: 11053.628906
Iteration 66Q: 19 clusters Score -2.14922e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234548 members 
Mstep: Class 2 contains 10828 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 1959 members 
Mstep: Class 7 contains 2250 members 
Mstep: Class 8 contains 474 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 1956 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44046 members 
Mstep: Class 14 contains 2723 members 
Mstep: Class 15 contains 12267 members 
Mstep: Class 17 contains 24494 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 10385 members 
Mstep: Class 23 contains 356714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492292.000000 Penalty: 11053.628906
Iteration 67Q: 19 clusters Score -2.149229e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234459 members 
Mstep: Class 2 contains 10802 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 1950 members 
Mstep: Class 7 contains 2257 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 1980 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44043 members 
Mstep: Class 14 contains 2713 members 
Mstep: Class 15 contains 12285 members 
Mstep: Class 17 contains 24484 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 10066 members 
Mstep: Class 23 contains 357121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492380.000000 Penalty: 11053.628906
Iteration 68Q: 19 clusters Score -2.149238e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234357 members 
Mstep: Class 2 contains 10775 members 
Mstep: Class 3 contains 1716 members 
Mstep: Class 5 contains 1969 members 
Mstep: Class 6 contains 1937 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 2006 members 
Mstep: Class 12 contains 15633 members 
Mstep: Class 13 contains 44040 members 
Mstep: Class 14 contains 2701 members 
Mstep: Class 15 contains 12313 members 
Mstep: Class 17 contains 24475 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 9757 members 
Mstep: Class 23 contains 357514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492376.000000 Penalty: 11053.628906
Iteration 69Q: 19 clusters Score -2.149238e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234272 members 
Mstep: Class 2 contains 10760 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 5 contains 1968 members 
Mstep: Class 6 contains 1931 members 
Mstep: Class 7 contains 2281 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 2031 members 
Mstep: Class 12 contains 15629 members 
Mstep: Class 13 contains 44037 members 
Mstep: Class 14 contains 2693 members 
Mstep: Class 15 contains 12325 members 
Mstep: Class 17 contains 24462 members 
Mstep: Class 19 contains 1582 members 
Mstep: Class 21 contains 1130 members 
Mstep: Class 22 contains 9428 members 
Mstep: Class 23 contains 357905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492460.000000 Penalty: 11053.628906
Iteration 70Q: 19 clusters Score -2.149246e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234199 members 
Mstep: Class 2 contains 10736 members 
Mstep: Class 3 contains 1746 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 2289 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 10 contains 2193 members 
Mstep: Class 11 contains 2059 members 
Mstep: Class 12 contains 15623 members 
Mstep: Class 13 contains 44035 members 
Mstep: Class 14 contains 2687 members 
Mstep: Class 15 contains 12335 members 
Mstep: Class 17 contains 24442 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 21 contains 1129 members 
Mstep: Class 22 contains 9124 members 
Mstep: Class 23 contains 358291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492468.000000 Penalty: 11053.628906
Iteration 71Q: 19 clusters Score -2.149247e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234115 members 
Mstep: Class 2 contains 10719 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 5 contains 1960 members 
Mstep: Class 6 contains 1916 members 
Mstep: Class 7 contains 2295 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 2099 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 44031 members 
Mstep: Class 14 contains 2677 members 
Mstep: Class 15 contains 12350 members 
Mstep: Class 17 contains 24416 members 
Mstep: Class 19 contains 1587 members 
Mstep: Class 21 contains 1127 members 
Mstep: Class 22 contains 8817 members 
Mstep: Class 23 contains 358681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492558.000000 Penalty: 11053.628906
Iteration 72Q: 19 clusters Score -2.149256e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 234021 members 
Mstep: Class 2 contains 10692 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 5 contains 1958 members 
Mstep: Class 6 contains 1911 members 
Mstep: Class 7 contains 2298 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2198 members 
Mstep: Class 11 contains 2151 members 
Mstep: Class 12 contains 15617 members 
Mstep: Class 13 contains 44034 members 
Mstep: Class 14 contains 2662 members 
Mstep: Class 15 contains 12366 members 
Mstep: Class 17 contains 24393 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 21 contains 1125 members 
Mstep: Class 22 contains 8504 members 
Mstep: Class 23 contains 359070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492624.000000 Penalty: 11053.628906
Iteration 73Q: 19 clusters Score -2.149262e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233959 members 
Mstep: Class 2 contains 10662 members 
Mstep: Class 3 contains 1790 members 
Mstep: Class 5 contains 1953 members 
Mstep: Class 6 contains 1905 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2199 members 
Mstep: Class 11 contains 2209 members 
Mstep: Class 12 contains 15618 members 
Mstep: Class 13 contains 44030 members 
Mstep: Class 14 contains 2650 members 
Mstep: Class 15 contains 12379 members 
Mstep: Class 17 contains 24374 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 21 contains 1123 members 
Mstep: Class 22 contains 8164 members 
Mstep: Class 23 contains 359457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492696.000000 Penalty: 11053.628906
Iteration 74Q: 19 clusters Score -2.14927e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233897 members 
Mstep: Class 2 contains 10639 members 
Mstep: Class 3 contains 1802 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 1901 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 2274 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 44027 members 
Mstep: Class 14 contains 2636 members 
Mstep: Class 15 contains 12390 members 
Mstep: Class 17 contains 24349 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 21 contains 1116 members 
Mstep: Class 22 contains 7849 members 
Mstep: Class 23 contains 359813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492876.000000 Penalty: 11053.628906
Iteration 75Q: 19 clusters Score -2.149288e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233836 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 1813 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 1900 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 44028 members 
Mstep: Class 14 contains 2621 members 
Mstep: Class 15 contains 12396 members 
Mstep: Class 17 contains 24319 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 21 contains 1102 members 
Mstep: Class 22 contains 7587 members 
Mstep: Class 23 contains 360091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21492958.000000 Penalty: 11053.628906
Iteration 76Q: 19 clusters Score -2.149296e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233787 members 
Mstep: Class 2 contains 10574 members 
Mstep: Class 3 contains 1819 members 
Mstep: Class 5 contains 1949 members 
Mstep: Class 6 contains 1894 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 467 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 2485 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 44026 members 
Mstep: Class 14 contains 2612 members 
Mstep: Class 15 contains 12414 members 
Mstep: Class 17 contains 24302 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 21 contains 1094 members 
Mstep: Class 22 contains 7313 members 
Mstep: Class 23 contains 360361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493086.000000 Penalty: 11053.628906
Iteration 77Q: 19 clusters Score -2.149309e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233720 members 
Mstep: Class 2 contains 10534 members 
Mstep: Class 3 contains 1828 members 
Mstep: Class 5 contains 1944 members 
Mstep: Class 6 contains 1892 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2201 members 
Mstep: Class 11 contains 2599 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 44024 members 
Mstep: Class 14 contains 2604 members 
Mstep: Class 15 contains 12436 members 
Mstep: Class 17 contains 24287 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 21 contains 1090 members 
Mstep: Class 22 contains 7066 members 
Mstep: Class 23 contains 360602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493224.000000 Penalty: 11053.628906
Iteration 78Q: 19 clusters Score -2.149322e+07 nChanged 705
Entering ConstructFrom: 
Score: -21493224.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (233647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233647 members 
Entering Unmasked Estep 
Score: -6941343.000000 Penalty: 562.451294
	Iteration 0F: 2 clusters Score -6941343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116470 members 
Mstep: Class 2 contains 117177 members 
Entering Unmasked Estep 
Score: -6782471.500000 Penalty: 1124.902588
	Iteration 0F: 3 clusters Score -6782472 nChanged 115124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95452 members 
Mstep: Class 2 contains 138195 members 
Entering Unmasked Estep 
Score: -6858987.500000 Penalty: 1124.902588
	Iteration 1F: 3 clusters Score -6858988 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -6866303.500000 Penalty: 1124.902588
	Iteration 2F: 3 clusters Score -6866304 nChanged 16291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72327 members 
Mstep: Class 2 contains 161320 members 
Entering Unmasked Estep 
Score: -6878024.500000 Penalty: 1124.902588
	Iteration 3F: 3 clusters Score -6878024 nChanged 17493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 176075 members 
Entering Unmasked Estep 
Score: -6893920.000000 Penalty: 1124.902588
	Iteration 4F: 3 clusters Score -6893920 nChanged 15073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 188990 members 
Entering Unmasked Estep 
Score: -6909524.500000 Penalty: 1124.902588
	Iteration 5F: 3 clusters Score -6909524 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 197318 members 
Entering Unmasked Estep 
Score: -6919357.000000 Penalty: 1124.902588
	Iteration 6Q: 3 clusters Score -6919357 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 202802 members 
Entering Unmasked Estep 
Score: -6924215.000000 Penalty: 1124.902588
	Iteration 7Q: 3 clusters Score -6924215 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 207271 members 
Entering Unmasked Estep 
Score: -6927249.000000 Penalty: 1124.902588
	Iteration 8Q: 3 clusters Score -6927249 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 211262 members 
Entering Unmasked Estep 
Score: -6929739.000000 Penalty: 1124.902588
	Iteration 9Q: 3 clusters Score -6929739 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 214734 members 
Entering Unmasked Estep 
Score: -6932050.000000 Penalty: 1124.902588
	Iteration 10Q: 3 clusters Score -6932050 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 217688 members 
Entering Unmasked Estep 
Score: -6934012.000000 Penalty: 1124.902588
	Iteration 11Q: 3 clusters Score -6934012 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 220146 members 
Entering Unmasked Estep 
Score: -6935625.500000 Penalty: 1124.902588
	Iteration 12Q: 3 clusters Score -6935626 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 222228 members 
Entering Unmasked Estep 
Score: -6936847.500000 Penalty: 1124.902588
	Iteration 13Q: 3 clusters Score -6936848 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 223918 members 
Entering Unmasked Estep 
Score: -6937761.500000 Penalty: 1124.902588
	Iteration 14Q: 3 clusters Score -6937762 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 225297 members 
Entering Unmasked Estep 
Score: -6938356.500000 Penalty: 1124.902588
	Iteration 15Q: 3 clusters Score -6938356 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 226406 members 
Entering Unmasked Estep 
Score: -6938852.000000 Penalty: 1124.902588
	Iteration 16Q: 3 clusters Score -6938852 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 227358 members 
Entering Unmasked Estep 
Score: -6939199.000000 Penalty: 1124.902588
	Iteration 17Q: 3 clusters Score -6939199 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 228147 members 
Entering Unmasked Estep 
Score: -6939534.000000 Penalty: 1124.902588
	Iteration 18Q: 3 clusters Score -6939534 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 228861 members 
Entering Unmasked Estep 
Score: -6939799.500000 Penalty: 1124.902588
	Iteration 19Q: 3 clusters Score -6939800 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 229489 members 
Entering Unmasked Estep 
Score: -6940028.000000 Penalty: 1124.902588
	Iteration 20F: 3 clusters Score -6940028 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 230034 members 
Entering Unmasked Estep 
Score: -6940199.500000 Penalty: 1124.902588
	Iteration 21Q: 3 clusters Score -6940200 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 230488 members 
Entering Unmasked Estep 
Score: -6940344.000000 Penalty: 1124.902588
	Iteration 22Q: 3 clusters Score -6940344 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 230884 members 
Entering Unmasked Estep 
Score: -6940464.000000 Penalty: 1124.902588
	Iteration 23Q: 3 clusters Score -6940464 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 231214 members 
Entering Unmasked Estep 
Score: -6940593.000000 Penalty: 1124.902588
	Iteration 24Q: 3 clusters Score -6940593 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 231516 members 
Entering Unmasked Estep 
Score: -6940697.000000 Penalty: 1124.902588
	Iteration 25Q: 3 clusters Score -6940697 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 231730 members 
Entering Unmasked Estep 
Score: -6940729.000000 Penalty: 1124.902588
	Iteration 26Q: 3 clusters Score -6940729 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 231901 members 
Entering Unmasked Estep 
Score: -6940754.500000 Penalty: 1124.902588
	Iteration 27Q: 3 clusters Score -6940754 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 232040 members 
Entering Unmasked Estep 
Score: -6940765.500000 Penalty: 1124.902588
	Iteration 28Q: 3 clusters Score -6940766 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 232164 members 
Entering Unmasked Estep 
Score: -6940804.500000 Penalty: 1124.902588
	Iteration 29Q: 3 clusters Score -6940804 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 232265 members 
Entering Unmasked Estep 
Score: -6940827.000000 Penalty: 1124.902588
	Iteration 30Q: 3 clusters Score -6940827 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 232363 members 
Entering Unmasked Estep 
Score: -6940839.500000 Penalty: 1124.902588
	Iteration 31Q: 3 clusters Score -6940840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 232425 members 
Entering Unmasked Estep 
Score: -6940856.500000 Penalty: 1124.902588
	Iteration 32Q: 3 clusters Score -6940856 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 232465 members 
Entering Unmasked Estep 
Score: -6940866.500000 Penalty: 1124.902588
	Iteration 33Q: 3 clusters Score -6940866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 232496 members 
Entering Unmasked Estep 
Score: -6940866.500000 Penalty: 1124.902588
	Iteration 34Q: 3 clusters Score -6940866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 232522 members 
Entering Unmasked Estep 
Score: -6940871.000000 Penalty: 1124.902588
	Iteration 35Q: 3 clusters Score -6940871 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 232546 members 
Entering Unmasked Estep 
Score: -6940865.500000 Penalty: 1124.902588
	Iteration 36Q: 3 clusters Score -6940866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 232566 members 
Entering Unmasked Estep 
Score: -6940868.000000 Penalty: 1124.902588
	Iteration 37Q: 3 clusters Score -6940868 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 232588 members 
Entering Unmasked Estep 
Score: -6940875.500000 Penalty: 1124.902588
	Iteration 38Q: 3 clusters Score -6940876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 232605 members 
Entering Unmasked Estep 
Score: -6940877.000000 Penalty: 1124.902588
	Iteration 39Q: 3 clusters Score -6940877 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -6940872.000000 Penalty: 1124.902588
	Iteration 40F: 3 clusters Score -6940872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 232626 members 
Entering Unmasked Estep 
Score: -6940876.000000 Penalty: 1124.902588
	Iteration 41Q: 3 clusters Score -6940876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 232638 members 
Entering Unmasked Estep 
Score: -6940871.000000 Penalty: 1124.902588
	Iteration 42Q: 3 clusters Score -6940871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 232649 members 
Entering Unmasked Estep 
Score: -6940878.500000 Penalty: 1124.902588
	Iteration 43Q: 3 clusters Score -6940878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 232660 members 
Entering Unmasked Estep 
Score: -6940885.000000 Penalty: 1124.902588
	Iteration 44Q: 3 clusters Score -6940885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 232669 members 
Entering Unmasked Estep 
Score: -6940890.000000 Penalty: 1124.902588
	Iteration 45Q: 3 clusters Score -6940890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 232676 members 
Entering Unmasked Estep 
Score: -6940883.500000 Penalty: 1124.902588
	Iteration 46Q: 3 clusters Score -6940884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 232683 members 
Entering Unmasked Estep 
Score: -6940890.000000 Penalty: 1124.902588
	Iteration 47Q: 3 clusters Score -6940890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 232690 members 
Entering Unmasked Estep 
Score: -6940890.500000 Penalty: 1124.902588
	Iteration 48Q: 3 clusters Score -6940890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 232693 members 
Entering Unmasked Estep 
Score: -6940892.000000 Penalty: 1124.902588
	Iteration 49Q: 3 clusters Score -6940892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 232693 members 
Entering Unmasked Estep 
Score: -6940888.500000 Penalty: 1124.902588
	Iteration 50Q: 3 clusters Score -6940888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 232693 members 
Entering Unmasked Estep 
Score: -6940890.000000 Penalty: 1124.902588
	Iteration 51Q: 3 clusters Score -6940890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 232693 members 
Entering Unmasked Estep 
Score: -6940890.000000 Penalty: 1124.902588
	Iteration 52F: 3 clusters Score -6940890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Entering Unmasked Estep 
Score: -317276.312500 Penalty: 421.242737
	Iteration 0F: 2 clusters Score -317276.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -310295.281250 Penalty: 842.485474
	Iteration 0F: 3 clusters Score -310295.3 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -313136.031250 Penalty: 842.485474
	Iteration 1F: 3 clusters Score -313136 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -313614.968750 Penalty: 842.485474
	Iteration 2F: 3 clusters Score -313615 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -314306.156250 Penalty: 842.485474
	Iteration 3F: 3 clusters Score -314306.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -315131.500000 Penalty: 842.485474
	Iteration 4F: 3 clusters Score -315131.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -315833.312500 Penalty: 842.485474
	Iteration 5F: 3 clusters Score -315833.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -316335.875000 Penalty: 842.485474
	Iteration 6Q: 3 clusters Score -316335.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -316572.593750 Penalty: 842.485474
	Iteration 7Q: 3 clusters Score -316572.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -316713.468750 Penalty: 842.485474
	Iteration 8Q: 3 clusters Score -316713.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -316769.125000 Penalty: 842.485474
	Iteration 9Q: 3 clusters Score -316769.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -316799.406250 Penalty: 842.485474
	Iteration 10Q: 3 clusters Score -316799.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -316824.781250 Penalty: 842.485474
	Iteration 11Q: 3 clusters Score -316824.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -316847.093750 Penalty: 842.485474
	Iteration 12Q: 3 clusters Score -316847.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -316860.812500 Penalty: 842.485474
	Iteration 13Q: 3 clusters Score -316860.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -316872.718750 Penalty: 842.485474
	Iteration 14Q: 3 clusters Score -316872.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -316879.125000 Penalty: 842.485474
	Iteration 15Q: 3 clusters Score -316879.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -316883.562500 Penalty: 842.485474
	Iteration 16Q: 3 clusters Score -316883.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -316890.281250 Penalty: 842.485474
	Iteration 17Q: 3 clusters Score -316890.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -316892.843750 Penalty: 842.485474
	Iteration 18Q: 3 clusters Score -316892.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -316893.406250 Penalty: 842.485474
	Iteration 19Q: 3 clusters Score -316893.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -316893.875000 Penalty: 842.485474
	Iteration 20F: 3 clusters Score -316893.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -316893.781250 Penalty: 842.485474
	Iteration 21Q: 3 clusters Score -316893.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -316894.218750 Penalty: 842.485474
	Iteration 22Q: 3 clusters Score -316894.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -316894.906250 Penalty: 842.485474
	Iteration 23Q: 3 clusters Score -316894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -316894.312500 Penalty: 842.485474
	Iteration 24Q: 3 clusters Score -316894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -316894.625000 Penalty: 842.485474
	Iteration 25Q: 3 clusters Score -316894.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -316894.843750 Penalty: 842.485474
	Iteration 26Q: 3 clusters Score -316894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -316894.875000 Penalty: 842.485474
	Iteration 27Q: 3 clusters Score -316894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -316895.031250 Penalty: 842.485474
	Iteration 28Q: 3 clusters Score -316895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -316894.875000 Penalty: 842.485474
	Iteration 29Q: 3 clusters Score -316894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -316894.312500 Penalty: 842.485474
	Iteration 30Q: 3 clusters Score -316894.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -316894.312500 Penalty: 842.485474
	Iteration 31F: 3 clusters Score -316894.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Entering Unmasked Estep 
Score: -59501.976562 Penalty: 341.948181
	Iteration 0F: 2 clusters Score -59501.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -58162.117188 Penalty: 683.896362
	Iteration 0F: 3 clusters Score -58162.12 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -58623.675781 Penalty: 683.896362
	Iteration 1F: 3 clusters Score -58623.68 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -58679.539062 Penalty: 683.896362
	Iteration 2F: 3 clusters Score -58679.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -58725.332031 Penalty: 683.896362
	Iteration 3Q: 3 clusters Score -58725.33 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -58775.156250 Penalty: 683.896362
	Iteration 4Q: 3 clusters Score -58775.16 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -58815.972656 Penalty: 683.896362
	Iteration 5Q: 3 clusters Score -58815.97 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -58858.863281 Penalty: 683.896362
	Iteration 6Q: 3 clusters Score -58858.86 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -58911.421875 Penalty: 683.896362
	Iteration 7Q: 3 clusters Score -58911.42 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -58983.589844 Penalty: 683.896362
	Iteration 8Q: 3 clusters Score -58983.59 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -59056.511719 Penalty: 683.896362
	Iteration 9Q: 3 clusters Score -59056.51 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -59121.218750 Penalty: 683.896362
	Iteration 10Q: 3 clusters Score -59121.22 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -59148.945312 Penalty: 683.896362
	Iteration 11Q: 3 clusters Score -59148.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -59157.957031 Penalty: 683.896362
	Iteration 12Q: 3 clusters Score -59157.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -59167.480469 Penalty: 683.896362
	Iteration 13Q: 3 clusters Score -59167.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -59176.203125 Penalty: 683.896362
	Iteration 14Q: 3 clusters Score -59176.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -59185.101562 Penalty: 683.896362
	Iteration 15Q: 3 clusters Score -59185.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -59194.722656 Penalty: 683.896362
	Iteration 16Q: 3 clusters Score -59194.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -59205.007812 Penalty: 683.896362
	Iteration 17Q: 3 clusters Score -59205.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -59214.785156 Penalty: 683.896362
	Iteration 18Q: 3 clusters Score -59214.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -59222.316406 Penalty: 683.896362
	Iteration 19Q: 3 clusters Score -59222.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -59228.968750 Penalty: 683.896362
	Iteration 20F: 3 clusters Score -59228.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -59235.386719 Penalty: 683.896362
	Iteration 21Q: 3 clusters Score -59235.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -59239.875000 Penalty: 683.896362
	Iteration 22Q: 3 clusters Score -59239.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -59241.785156 Penalty: 683.896362
	Iteration 23Q: 3 clusters Score -59241.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -59242.957031 Penalty: 683.896362
	Iteration 24Q: 3 clusters Score -59242.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -59244.015625 Penalty: 683.896362
	Iteration 25Q: 3 clusters Score -59244.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -59245.140625 Penalty: 683.896362
	Iteration 26Q: 3 clusters Score -59245.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -59246.062500 Penalty: 683.896362
	Iteration 27Q: 3 clusters Score -59246.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -59246.257812 Penalty: 683.896362
	Iteration 28Q: 3 clusters Score -59246.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -59246.628906 Penalty: 683.896362
	Iteration 29Q: 3 clusters Score -59246.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -59246.941406 Penalty: 683.896362
	Iteration 30Q: 3 clusters Score -59246.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -59246.941406 Penalty: 683.896362
	Iteration 31F: 3 clusters Score -59246.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Entering Unmasked Estep 
Score: -52011.808594 Penalty: 344.455170
	Iteration 0F: 2 clusters Score -52011.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -50591.121094 Penalty: 688.910339
	Iteration 0F: 3 clusters Score -50591.12 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -51099.468750 Penalty: 688.910339
	Iteration 1F: 3 clusters Score -51099.47 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -51193.578125 Penalty: 688.910339
	Iteration 2F: 3 clusters Score -51193.58 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -51258.761719 Penalty: 688.910339
	Iteration 3F: 3 clusters Score -51258.76 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -51327.203125 Penalty: 688.910339
	Iteration 4F: 3 clusters Score -51327.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -51396.531250 Penalty: 688.910339
	Iteration 5Q: 3 clusters Score -51396.53 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -51466.199219 Penalty: 688.910339
	Iteration 6Q: 3 clusters Score -51466.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -51516.867188 Penalty: 688.910339
	Iteration 7Q: 3 clusters Score -51516.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -51568.820312 Penalty: 688.910339
	Iteration 8Q: 3 clusters Score -51568.82 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -51615.003906 Penalty: 688.910339
	Iteration 9Q: 3 clusters Score -51615 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -51634.652344 Penalty: 688.910339
	Iteration 10Q: 3 clusters Score -51634.65 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -51643.707031 Penalty: 688.910339
	Iteration 11Q: 3 clusters Score -51643.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -51647.320312 Penalty: 688.910339
	Iteration 12Q: 3 clusters Score -51647.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -51650.304688 Penalty: 688.910339
	Iteration 13Q: 3 clusters Score -51650.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -51653.664062 Penalty: 688.910339
	Iteration 14Q: 3 clusters Score -51653.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -51657.515625 Penalty: 688.910339
	Iteration 15Q: 3 clusters Score -51657.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -51660.503906 Penalty: 688.910339
	Iteration 16Q: 3 clusters Score -51660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -51666.699219 Penalty: 688.910339
	Iteration 17Q: 3 clusters Score -51666.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -51673.402344 Penalty: 688.910339
	Iteration 18Q: 3 clusters Score -51673.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -51677.429688 Penalty: 688.910339
	Iteration 19Q: 3 clusters Score -51677.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -51679.566406 Penalty: 688.910339
	Iteration 20F: 3 clusters Score -51679.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -51680.886719 Penalty: 688.910339
	Iteration 21Q: 3 clusters Score -51680.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -51681.234375 Penalty: 688.910339
	Iteration 22Q: 3 clusters Score -51681.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -51681.472656 Penalty: 688.910339
	Iteration 23Q: 3 clusters Score -51681.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -51682.152344 Penalty: 688.910339
	Iteration 24Q: 3 clusters Score -51682.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -51682.968750 Penalty: 688.910339
	Iteration 25Q: 3 clusters Score -51682.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -51683.609375 Penalty: 688.910339
	Iteration 26Q: 3 clusters Score -51683.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51683.984375 Penalty: 688.910339
	Iteration 27Q: 3 clusters Score -51683.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -51684.074219 Penalty: 688.910339
	Iteration 28Q: 3 clusters Score -51684.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51684.203125 Penalty: 688.910339
	Iteration 29Q: 3 clusters Score -51684.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -51684.203125 Penalty: 688.910339
	Iteration 30F: 3 clusters Score -51684.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Entering Unmasked Estep 
Score: -56258.050781 Penalty: 343.291168
	Iteration 0F: 2 clusters Score -56258.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -54887.859375 Penalty: 686.582336
	Iteration 0F: 3 clusters Score -54887.86 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -55305.937500 Penalty: 686.582336
	Iteration 1F: 3 clusters Score -55305.94 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -55387.820312 Penalty: 686.582336
	Iteration 2F: 3 clusters Score -55387.82 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -55469.082031 Penalty: 686.582336
	Iteration 3F: 3 clusters Score -55469.08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -55536.437500 Penalty: 686.582336
	Iteration 4F: 3 clusters Score -55536.44 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -55600.648438 Penalty: 686.582336
	Iteration 5Q: 3 clusters Score -55600.65 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -55671.996094 Penalty: 686.582336
	Iteration 6Q: 3 clusters Score -55672 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -55726.972656 Penalty: 686.582336
	Iteration 7Q: 3 clusters Score -55726.97 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -55766.917969 Penalty: 686.582336
	Iteration 8Q: 3 clusters Score -55766.92 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -55791.886719 Penalty: 686.582336
	Iteration 9Q: 3 clusters Score -55791.89 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -55811.707031 Penalty: 686.582336
	Iteration 10Q: 3 clusters Score -55811.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55823.132812 Penalty: 686.582336
	Iteration 11Q: 3 clusters Score -55823.13 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -55834.617188 Penalty: 686.582336
	Iteration 12Q: 3 clusters Score -55834.62 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -55845.613281 Penalty: 686.582336
	Iteration 13Q: 3 clusters Score -55845.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -55856.859375 Penalty: 686.582336
	Iteration 14Q: 3 clusters Score -55856.86 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -55868.515625 Penalty: 686.582336
	Iteration 15Q: 3 clusters Score -55868.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -55875.457031 Penalty: 686.582336
	Iteration 16Q: 3 clusters Score -55875.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -55880.910156 Penalty: 686.582336
	Iteration 17Q: 3 clusters Score -55880.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -55885.480469 Penalty: 686.582336
	Iteration 18Q: 3 clusters Score -55885.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -55887.910156 Penalty: 686.582336
	Iteration 19Q: 3 clusters Score -55887.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -55888.992188 Penalty: 686.582336
	Iteration 20F: 3 clusters Score -55888.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -55889.261719 Penalty: 686.582336
	Iteration 21Q: 3 clusters Score -55889.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -55889.531250 Penalty: 686.582336
	Iteration 22Q: 3 clusters Score -55889.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -55889.679688 Penalty: 686.582336
	Iteration 23Q: 3 clusters Score -55889.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -55889.792969 Penalty: 686.582336
	Iteration 24Q: 3 clusters Score -55889.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -55889.792969 Penalty: 686.582336
	Iteration 25F: 3 clusters Score -55889.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Entering Unmasked Estep 
Score: -74544.718750 Penalty: 352.984741
	Iteration 0F: 2 clusters Score -74544.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -72873.882812 Penalty: 705.969482
	Iteration 0F: 3 clusters Score -72873.88 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -73454.773438 Penalty: 705.969482
	Iteration 1F: 3 clusters Score -73454.77 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -73553.742188 Penalty: 705.969482
	Iteration 2F: 3 clusters Score -73553.74 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -73660.414062 Penalty: 705.969482
	Iteration 3F: 3 clusters Score -73660.41 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -73802.625000 Penalty: 705.969482
	Iteration 4F: 3 clusters Score -73802.62 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -73931.601562 Penalty: 705.969482
	Iteration 5F: 3 clusters Score -73931.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -74024.820312 Penalty: 705.969482
	Iteration 6F: 3 clusters Score -74024.82 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -74090.531250 Penalty: 705.969482
	Iteration 7Q: 3 clusters Score -74090.53 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -74135.695312 Penalty: 705.969482
	Iteration 8Q: 3 clusters Score -74135.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -74162.414062 Penalty: 705.969482
	Iteration 9Q: 3 clusters Score -74162.41 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -74183.289062 Penalty: 705.969482
	Iteration 10Q: 3 clusters Score -74183.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -74205.625000 Penalty: 705.969482
	Iteration 11Q: 3 clusters Score -74205.62 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -74235.679688 Penalty: 705.969482
	Iteration 12Q: 3 clusters Score -74235.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -74271.054688 Penalty: 705.969482
	Iteration 13Q: 3 clusters Score -74271.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -74289.796875 Penalty: 705.969482
	Iteration 14Q: 3 clusters Score -74289.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -74298.031250 Penalty: 705.969482
	Iteration 15Q: 3 clusters Score -74298.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74301.937500 Penalty: 705.969482
	Iteration 16Q: 3 clusters Score -74301.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74309.781250 Penalty: 705.969482
	Iteration 17Q: 3 clusters Score -74309.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -74322.968750 Penalty: 705.969482
	Iteration 18Q: 3 clusters Score -74322.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -74327.687500 Penalty: 705.969482
	Iteration 19Q: 3 clusters Score -74327.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -74330.398438 Penalty: 705.969482
	Iteration 20F: 3 clusters Score -74330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74331.640625 Penalty: 705.969482
	Iteration 21Q: 3 clusters Score -74331.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -74332.312500 Penalty: 705.969482
	Iteration 22Q: 3 clusters Score -74332.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -74333.890625 Penalty: 705.969482
	Iteration 23Q: 3 clusters Score -74333.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -74336.562500 Penalty: 705.969482
	Iteration 24Q: 3 clusters Score -74336.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -74338.578125 Penalty: 705.969482
	Iteration 25Q: 3 clusters Score -74338.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -74340.468750 Penalty: 705.969482
	Iteration 26Q: 3 clusters Score -74340.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -74341.093750 Penalty: 705.969482
	Iteration 27Q: 3 clusters Score -74341.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74341.531250 Penalty: 705.969482
	Iteration 28Q: 3 clusters Score -74341.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -74342.125000 Penalty: 705.969482
	Iteration 29Q: 3 clusters Score -74342.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -74342.609375 Penalty: 705.969482
	Iteration 30Q: 3 clusters Score -74342.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74343.015625 Penalty: 705.969482
	Iteration 31Q: 3 clusters Score -74343.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -74343.804688 Penalty: 705.969482
	Iteration 32Q: 3 clusters Score -74343.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -74345.343750 Penalty: 705.969482
	Iteration 33Q: 3 clusters Score -74345.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -74347.382812 Penalty: 705.969482
	Iteration 34Q: 3 clusters Score -74347.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -74348.539062 Penalty: 705.969482
	Iteration 35Q: 3 clusters Score -74348.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -74349.453125 Penalty: 705.969482
	Iteration 36Q: 3 clusters Score -74349.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -74351.414062 Penalty: 705.969482
	Iteration 37Q: 3 clusters Score -74351.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -74353.929688 Penalty: 705.969482
	Iteration 38Q: 3 clusters Score -74353.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -74354.906250 Penalty: 705.969482
	Iteration 39Q: 3 clusters Score -74354.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -74354.984375 Penalty: 705.969482
	Iteration 40F: 3 clusters Score -74354.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -74355.242188 Penalty: 705.969482
	Iteration 41Q: 3 clusters Score -74355.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74355.304688 Penalty: 705.969482
	Iteration 42Q: 3 clusters Score -74355.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -74355.304688 Penalty: 705.969482
	Iteration 43F: 3 clusters Score -74355.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -14357.083984 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -14357.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -13873.732422 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -13873.73 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -13966.917969 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -13966.92 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -13986.608398 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -13986.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -14001.849609 Penalty: 559.704834
	Iteration 3Q: 3 clusters Score -14001.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -14012.169922 Penalty: 559.704834
	Iteration 4Q: 3 clusters Score -14012.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -14029.920898 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -14029.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -14040.906250 Penalty: 559.704834
	Iteration 6Q: 3 clusters Score -14040.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14046.827148 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -14046.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14053.132812 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -14053.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -14056.441406 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -14056.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14057.059570 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -14057.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -14057.059570 Penalty: 559.704834
	Iteration 11F: 3 clusters Score -14057.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Entering Unmasked Estep 
Score: -73188.531250 Penalty: 350.219025
	Iteration 0F: 2 clusters Score -73188.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -71602.664062 Penalty: 700.438049
	Iteration 0F: 3 clusters Score -71602.66 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -72076.265625 Penalty: 700.438049
	Iteration 1F: 3 clusters Score -72076.27 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -72133.242188 Penalty: 700.438049
	Iteration 2F: 3 clusters Score -72133.24 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -72183.164062 Penalty: 700.438049
	Iteration 3Q: 3 clusters Score -72183.16 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -72215.812500 Penalty: 700.438049
	Iteration 4Q: 3 clusters Score -72215.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -72258.789062 Penalty: 700.438049
	Iteration 5Q: 3 clusters Score -72258.79 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -72310.195312 Penalty: 700.438049
	Iteration 6Q: 3 clusters Score -72310.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -72353.390625 Penalty: 700.438049
	Iteration 7Q: 3 clusters Score -72353.39 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -72414.765625 Penalty: 700.438049
	Iteration 8Q: 3 clusters Score -72414.77 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -72465.078125 Penalty: 700.438049
	Iteration 9Q: 3 clusters Score -72465.08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -72510.867188 Penalty: 700.438049
	Iteration 10Q: 3 clusters Score -72510.87 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -72560.335938 Penalty: 700.438049
	Iteration 11Q: 3 clusters Score -72560.34 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -72607.210938 Penalty: 700.438049
	Iteration 12Q: 3 clusters Score -72607.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -72646.843750 Penalty: 700.438049
	Iteration 13Q: 3 clusters Score -72646.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -72686.984375 Penalty: 700.438049
	Iteration 14Q: 3 clusters Score -72686.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -72717.093750 Penalty: 700.438049
	Iteration 15Q: 3 clusters Score -72717.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -72740.148438 Penalty: 700.438049
	Iteration 16Q: 3 clusters Score -72740.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72761.179688 Penalty: 700.438049
	Iteration 17Q: 3 clusters Score -72761.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -72773.890625 Penalty: 700.438049
	Iteration 18Q: 3 clusters Score -72773.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -72787.062500 Penalty: 700.438049
	Iteration 19Q: 3 clusters Score -72787.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -72805.773438 Penalty: 700.438049
	Iteration 20F: 3 clusters Score -72805.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -72826.726562 Penalty: 700.438049
	Iteration 21Q: 3 clusters Score -72826.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -72838.718750 Penalty: 700.438049
	Iteration 22Q: 3 clusters Score -72838.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -72849.085938 Penalty: 700.438049
	Iteration 23Q: 3 clusters Score -72849.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -72857.734375 Penalty: 700.438049
	Iteration 24Q: 3 clusters Score -72857.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -72861.078125 Penalty: 700.438049
	Iteration 25Q: 3 clusters Score -72861.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -72862.992188 Penalty: 700.438049
	Iteration 26Q: 3 clusters Score -72862.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72863.054688 Penalty: 700.438049
	Iteration 27Q: 3 clusters Score -72863.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -72863.054688 Penalty: 700.438049
	Iteration 28F: 3 clusters Score -72863.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Entering Unmasked Estep 
Score: -96521.562500 Penalty: 359.898499
	Iteration 0F: 2 clusters Score -96521.56 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 1360 members 
Entering Unmasked Estep 
Score: -94599.195312 Penalty: 719.796997
	Iteration 0F: 3 clusters Score -94599.2 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -95216.507812 Penalty: 719.796997
	Iteration 1F: 3 clusters Score -95216.51 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -95292.132812 Penalty: 719.796997
	Iteration 2F: 3 clusters Score -95292.13 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -95380.179688 Penalty: 719.796997
	Iteration 3F: 3 clusters Score -95380.18 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -95503.367188 Penalty: 719.796997
	Iteration 4F: 3 clusters Score -95503.37 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -95648.273438 Penalty: 719.796997
	Iteration 5F: 3 clusters Score -95648.27 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -95793.148438 Penalty: 719.796997
	Iteration 6F: 3 clusters Score -95793.15 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -95924.273438 Penalty: 719.796997
	Iteration 7F: 3 clusters Score -95924.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -95999.632812 Penalty: 719.796997
	Iteration 8Q: 3 clusters Score -95999.63 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -96038.210938 Penalty: 719.796997
	Iteration 9Q: 3 clusters Score -96038.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -96052.476562 Penalty: 719.796997
	Iteration 10Q: 3 clusters Score -96052.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -96063.132812 Penalty: 719.796997
	Iteration 11Q: 3 clusters Score -96063.13 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -96068.843750 Penalty: 719.796997
	Iteration 12Q: 3 clusters Score -96068.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -96071.546875 Penalty: 719.796997
	Iteration 13Q: 3 clusters Score -96071.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -96072.562500 Penalty: 719.796997
	Iteration 14Q: 3 clusters Score -96072.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -96073.773438 Penalty: 719.796997
	Iteration 15Q: 3 clusters Score -96073.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -96074.312500 Penalty: 719.796997
	Iteration 16Q: 3 clusters Score -96074.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -96075.562500 Penalty: 719.796997
	Iteration 17Q: 3 clusters Score -96075.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -96077.406250 Penalty: 719.796997
	Iteration 18Q: 3 clusters Score -96077.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -96078.046875 Penalty: 719.796997
	Iteration 19Q: 3 clusters Score -96078.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -96078.351562 Penalty: 719.796997
	Iteration 20F: 3 clusters Score -96078.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -96078.554688 Penalty: 719.796997
	Iteration 21Q: 3 clusters Score -96078.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -96079.187500 Penalty: 719.796997
	Iteration 22Q: 3 clusters Score -96079.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -96079.968750 Penalty: 719.796997
	Iteration 23Q: 3 clusters Score -96079.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -96080.796875 Penalty: 719.796997
	Iteration 24Q: 3 clusters Score -96080.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -96083.179688 Penalty: 719.796997
	Iteration 25Q: 3 clusters Score -96083.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -96086.835938 Penalty: 719.796997
	Iteration 26Q: 3 clusters Score -96086.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -96093.085938 Penalty: 719.796997
	Iteration 27Q: 3 clusters Score -96093.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -96097.656250 Penalty: 719.796997
	Iteration 28Q: 3 clusters Score -96097.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -96102.804688 Penalty: 719.796997
	Iteration 29Q: 3 clusters Score -96102.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -96106.453125 Penalty: 719.796997
	Iteration 30Q: 3 clusters Score -96106.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -96107.992188 Penalty: 719.796997
	Iteration 31Q: 3 clusters Score -96107.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -96109.804688 Penalty: 719.796997
	Iteration 32Q: 3 clusters Score -96109.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -96110.890625 Penalty: 719.796997
	Iteration 33Q: 3 clusters Score -96110.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -96111.390625 Penalty: 719.796997
	Iteration 34Q: 3 clusters Score -96111.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -96111.914062 Penalty: 719.796997
	Iteration 35Q: 3 clusters Score -96111.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -96112.867188 Penalty: 719.796997
	Iteration 36Q: 3 clusters Score -96112.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -96113.429688 Penalty: 719.796997
	Iteration 37Q: 3 clusters Score -96113.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -96113.625000 Penalty: 719.796997
	Iteration 38Q: 3 clusters Score -96113.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -96114.117188 Penalty: 719.796997
	Iteration 39Q: 3 clusters Score -96114.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -96114.117188 Penalty: 719.796997
	Iteration 40F: 3 clusters Score -96114.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Entering Unmasked Estep 
Score: -500551.156250 Penalty: 439.344482
	Iteration 0F: 2 clusters Score -500551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -490025.906250 Penalty: 878.688965
	Iteration 0F: 3 clusters Score -490025.9 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -494327.656250 Penalty: 878.688965
	Iteration 1F: 3 clusters Score -494327.7 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -494673.718750 Penalty: 878.688965
	Iteration 2Q: 3 clusters Score -494673.7 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -495167.156250 Penalty: 878.688965
	Iteration 3F: 3 clusters Score -495167.2 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -495832.968750 Penalty: 878.688965
	Iteration 4F: 3 clusters Score -495833 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -496641.875000 Penalty: 878.688965
	Iteration 5F: 3 clusters Score -496641.9 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -497506.781250 Penalty: 878.688965
	Iteration 6F: 3 clusters Score -497506.8 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -498102.687500 Penalty: 878.688965
	Iteration 7F: 3 clusters Score -498102.7 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -498424.687500 Penalty: 878.688965
	Iteration 8Q: 3 clusters Score -498424.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -498552.000000 Penalty: 878.688965
	Iteration 9Q: 3 clusters Score -498552 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -498644.531250 Penalty: 878.688965
	Iteration 10Q: 3 clusters Score -498644.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -498715.031250 Penalty: 878.688965
	Iteration 11Q: 3 clusters Score -498715 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -498779.843750 Penalty: 878.688965
	Iteration 12Q: 3 clusters Score -498779.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -498853.031250 Penalty: 878.688965
	Iteration 13Q: 3 clusters Score -498853 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -498935.156250 Penalty: 878.688965
	Iteration 14Q: 3 clusters Score -498935.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -499017.906250 Penalty: 878.688965
	Iteration 15Q: 3 clusters Score -499017.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -499111.906250 Penalty: 878.688965
	Iteration 16Q: 3 clusters Score -499111.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -499216.812500 Penalty: 878.688965
	Iteration 17Q: 3 clusters Score -499216.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -499323.687500 Penalty: 878.688965
	Iteration 18Q: 3 clusters Score -499323.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -499433.312500 Penalty: 878.688965
	Iteration 19Q: 3 clusters Score -499433.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -499516.406250 Penalty: 878.688965
	Iteration 20F: 3 clusters Score -499516.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -499595.031250 Penalty: 878.688965
	Iteration 21Q: 3 clusters Score -499595 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -499669.781250 Penalty: 878.688965
	Iteration 22Q: 3 clusters Score -499669.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -499731.500000 Penalty: 878.688965
	Iteration 23Q: 3 clusters Score -499731.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -499786.687500 Penalty: 878.688965
	Iteration 24Q: 3 clusters Score -499786.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -499838.062500 Penalty: 878.688965
	Iteration 25Q: 3 clusters Score -499838.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -499882.437500 Penalty: 878.688965
	Iteration 26Q: 3 clusters Score -499882.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -499923.687500 Penalty: 878.688965
	Iteration 27Q: 3 clusters Score -499923.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -499949.781250 Penalty: 878.688965
	Iteration 28Q: 3 clusters Score -499949.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -499972.343750 Penalty: 878.688965
	Iteration 29Q: 3 clusters Score -499972.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -499985.906250 Penalty: 878.688965
	Iteration 30Q: 3 clusters Score -499985.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -499999.843750 Penalty: 878.688965
	Iteration 31Q: 3 clusters Score -499999.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -500010.875000 Penalty: 878.688965
	Iteration 32Q: 3 clusters Score -500010.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -500020.718750 Penalty: 878.688965
	Iteration 33Q: 3 clusters Score -500020.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -500030.968750 Penalty: 878.688965
	Iteration 34Q: 3 clusters Score -500031 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -500042.531250 Penalty: 878.688965
	Iteration 35Q: 3 clusters Score -500042.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -500057.218750 Penalty: 878.688965
	Iteration 36Q: 3 clusters Score -500057.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -500071.968750 Penalty: 878.688965
	Iteration 37Q: 3 clusters Score -500072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -500082.843750 Penalty: 878.688965
	Iteration 38Q: 3 clusters Score -500082.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -500091.000000 Penalty: 878.688965
	Iteration 39Q: 3 clusters Score -500091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -500099.593750 Penalty: 878.688965
	Iteration 40F: 3 clusters Score -500099.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -500104.625000 Penalty: 878.688965
	Iteration 41Q: 3 clusters Score -500104.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -500112.093750 Penalty: 878.688965
	Iteration 42Q: 3 clusters Score -500112.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -500119.187500 Penalty: 878.688965
	Iteration 43Q: 3 clusters Score -500119.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -500124.656250 Penalty: 878.688965
	Iteration 44Q: 3 clusters Score -500124.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -500128.531250 Penalty: 878.688965
	Iteration 45Q: 3 clusters Score -500128.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -500134.812500 Penalty: 878.688965
	Iteration 46Q: 3 clusters Score -500134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -500140.937500 Penalty: 878.688965
	Iteration 47Q: 3 clusters Score -500140.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -500147.093750 Penalty: 878.688965
	Iteration 48Q: 3 clusters Score -500147.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -500154.093750 Penalty: 878.688965
	Iteration 49Q: 3 clusters Score -500154.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -500159.062500 Penalty: 878.688965
	Iteration 50Q: 3 clusters Score -500159.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -500164.750000 Penalty: 878.688965
	Iteration 51Q: 3 clusters Score -500164.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -500166.156250 Penalty: 878.688965
	Iteration 52Q: 3 clusters Score -500166.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -500167.968750 Penalty: 878.688965
	Iteration 53Q: 3 clusters Score -500168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -500170.562500 Penalty: 878.688965
	Iteration 54Q: 3 clusters Score -500170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -500172.906250 Penalty: 878.688965
	Iteration 55Q: 3 clusters Score -500172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -500177.750000 Penalty: 878.688965
	Iteration 56Q: 3 clusters Score -500177.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -500178.343750 Penalty: 878.688965
	Iteration 57Q: 3 clusters Score -500178.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -500177.468750 Penalty: 878.688965
	Iteration 58Q: 3 clusters Score -500177.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -500179.750000 Penalty: 878.688965
	Iteration 59Q: 3 clusters Score -500179.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -500180.718750 Penalty: 878.688965
	Iteration 60F: 3 clusters Score -500180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -500182.250000 Penalty: 878.688965
	Iteration 61Q: 3 clusters Score -500182.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -500183.250000 Penalty: 878.688965
	Iteration 62Q: 3 clusters Score -500183.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -500184.093750 Penalty: 878.688965
	Iteration 63Q: 3 clusters Score -500184.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -500183.531250 Penalty: 878.688965
	Iteration 64Q: 3 clusters Score -500183.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -500183.843750 Penalty: 878.688965
	Iteration 65Q: 3 clusters Score -500183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -500185.062500 Penalty: 878.688965
	Iteration 66Q: 3 clusters Score -500185.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -500184.500000 Penalty: 878.688965
	Iteration 67Q: 3 clusters Score -500184.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -500185.093750 Penalty: 878.688965
	Iteration 68Q: 3 clusters Score -500185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -500185.406250 Penalty: 878.688965
	Iteration 69Q: 3 clusters Score -500185.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -500185.593750 Penalty: 878.688965
	Iteration 70Q: 3 clusters Score -500185.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -500185.593750 Penalty: 878.688965
	Iteration 71F: 3 clusters Score -500185.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Entering Unmasked Estep 
Score: -1405082.875000 Penalty: 486.511414
	Iteration 0F: 2 clusters Score -1405083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -1375534.000000 Penalty: 973.022827
	Iteration 0F: 3 clusters Score -1375534 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -1388444.250000 Penalty: 973.022827
	Iteration 1F: 3 clusters Score -1388444 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -1389564.500000 Penalty: 973.022827
	Iteration 2F: 3 clusters Score -1389564 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1391202.625000 Penalty: 973.022827
	Iteration 3F: 3 clusters Score -1391203 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -1393360.375000 Penalty: 973.022827
	Iteration 4F: 3 clusters Score -1393360 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1395851.875000 Penalty: 973.022827
	Iteration 5F: 3 clusters Score -1395852 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1398278.375000 Penalty: 973.022827
	Iteration 6F: 3 clusters Score -1398278 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1400217.375000 Penalty: 973.022827
	Iteration 7F: 3 clusters Score -1400217 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1401577.500000 Penalty: 973.022827
	Iteration 8Q: 3 clusters Score -1401578 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39817 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1402443.750000 Penalty: 973.022827
	Iteration 9Q: 3 clusters Score -1402444 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1403011.625000 Penalty: 973.022827
	Iteration 10Q: 3 clusters Score -1403012 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1403421.375000 Penalty: 973.022827
	Iteration 11Q: 3 clusters Score -1403421 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1403720.625000 Penalty: 973.022827
	Iteration 12Q: 3 clusters Score -1403721 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1403964.375000 Penalty: 973.022827
	Iteration 13Q: 3 clusters Score -1403964 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1404151.125000 Penalty: 973.022827
	Iteration 14Q: 3 clusters Score -1404151 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1404275.625000 Penalty: 973.022827
	Iteration 15Q: 3 clusters Score -1404276 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1404375.750000 Penalty: 973.022827
	Iteration 16Q: 3 clusters Score -1404376 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1404449.625000 Penalty: 973.022827
	Iteration 17Q: 3 clusters Score -1404450 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1404502.875000 Penalty: 973.022827
	Iteration 18Q: 3 clusters Score -1404503 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1404541.750000 Penalty: 973.022827
	Iteration 19Q: 3 clusters Score -1404542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1404571.250000 Penalty: 973.022827
	Iteration 20F: 3 clusters Score -1404571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1404602.875000 Penalty: 973.022827
	Iteration 21Q: 3 clusters Score -1404603 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1404630.250000 Penalty: 973.022827
	Iteration 22Q: 3 clusters Score -1404630 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1404654.000000 Penalty: 973.022827
	Iteration 23Q: 3 clusters Score -1404654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1404679.250000 Penalty: 973.022827
	Iteration 24Q: 3 clusters Score -1404679 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1404695.875000 Penalty: 973.022827
	Iteration 25Q: 3 clusters Score -1404696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1404705.875000 Penalty: 973.022827
	Iteration 26Q: 3 clusters Score -1404706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1404714.375000 Penalty: 973.022827
	Iteration 27Q: 3 clusters Score -1404714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1404717.000000 Penalty: 973.022827
	Iteration 28Q: 3 clusters Score -1404717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1404718.125000 Penalty: 973.022827
	Iteration 29Q: 3 clusters Score -1404718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1404718.375000 Penalty: 973.022827
	Iteration 30Q: 3 clusters Score -1404718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1404721.875000 Penalty: 973.022827
	Iteration 31Q: 3 clusters Score -1404722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1404722.250000 Penalty: 973.022827
	Iteration 32Q: 3 clusters Score -1404722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1404725.250000 Penalty: 973.022827
	Iteration 33Q: 3 clusters Score -1404725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1404726.250000 Penalty: 973.022827
	Iteration 34Q: 3 clusters Score -1404726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1404726.125000 Penalty: 973.022827
	Iteration 35Q: 3 clusters Score -1404726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1404726.125000 Penalty: 973.022827
	Iteration 36F: 3 clusters Score -1404726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -85346.445312 Penalty: 357.726105
	Iteration 0F: 2 clusters Score -85346.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -83511.203125 Penalty: 715.452209
	Iteration 0F: 3 clusters Score -83511.2 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -84101.226562 Penalty: 715.452209
	Iteration 1F: 3 clusters Score -84101.23 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -84195.046875 Penalty: 715.452209
	Iteration 2F: 3 clusters Score -84195.05 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -84313.445312 Penalty: 715.452209
	Iteration 3F: 3 clusters Score -84313.45 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -84470.000000 Penalty: 715.452209
	Iteration 4F: 3 clusters Score -84470 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -84636.835938 Penalty: 715.452209
	Iteration 5F: 3 clusters Score -84636.84 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -84776.937500 Penalty: 715.452209
	Iteration 6F: 3 clusters Score -84776.94 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -84902.921875 Penalty: 715.452209
	Iteration 7F: 3 clusters Score -84902.92 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -84997.445312 Penalty: 715.452209
	Iteration 8Q: 3 clusters Score -84997.45 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -85060.984375 Penalty: 715.452209
	Iteration 9Q: 3 clusters Score -85060.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -85097.343750 Penalty: 715.452209
	Iteration 10Q: 3 clusters Score -85097.34 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -85121.500000 Penalty: 715.452209
	Iteration 11Q: 3 clusters Score -85121.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -85130.929688 Penalty: 715.452209
	Iteration 12Q: 3 clusters Score -85130.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -85133.875000 Penalty: 715.452209
	Iteration 13Q: 3 clusters Score -85133.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -85135.132812 Penalty: 715.452209
	Iteration 14Q: 3 clusters Score -85135.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -85136.453125 Penalty: 715.452209
	Iteration 15Q: 3 clusters Score -85136.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -85137.539062 Penalty: 715.452209
	Iteration 16Q: 3 clusters Score -85137.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -85138.210938 Penalty: 715.452209
	Iteration 17Q: 3 clusters Score -85138.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -85138.523438 Penalty: 715.452209
	Iteration 18Q: 3 clusters Score -85138.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -85139.187500 Penalty: 715.452209
	Iteration 19Q: 3 clusters Score -85139.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -85139.867188 Penalty: 715.452209
	Iteration 20F: 3 clusters Score -85139.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -85140.343750 Penalty: 715.452209
	Iteration 21Q: 3 clusters Score -85140.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -85141.875000 Penalty: 715.452209
	Iteration 22Q: 3 clusters Score -85141.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -85143.125000 Penalty: 715.452209
	Iteration 23Q: 3 clusters Score -85143.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -85143.523438 Penalty: 715.452209
	Iteration 24Q: 3 clusters Score -85143.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -85143.437500 Penalty: 715.452209
	Iteration 25Q: 3 clusters Score -85143.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -85143.578125 Penalty: 715.452209
	Iteration 26Q: 3 clusters Score -85143.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -85143.890625 Penalty: 715.452209
	Iteration 27Q: 3 clusters Score -85143.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -85143.890625 Penalty: 715.452209
	Iteration 28F: 3 clusters Score -85143.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Entering Unmasked Estep 
Score: -358199.218750 Penalty: 429.066742
	Iteration 0F: 2 clusters Score -358199.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -349872.093750 Penalty: 858.133484
	Iteration 0F: 3 clusters Score -349872.1 nChanged 5801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -353111.500000 Penalty: 858.133484
	Iteration 1F: 3 clusters Score -353111.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -353311.687500 Penalty: 858.133484
	Iteration 2Q: 3 clusters Score -353311.7 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -353613.718750 Penalty: 858.133484
	Iteration 3Q: 3 clusters Score -353613.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -354106.500000 Penalty: 858.133484
	Iteration 4F: 3 clusters Score -354106.5 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -354910.812500 Penalty: 858.133484
	Iteration 5F: 3 clusters Score -354910.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -355886.812500 Penalty: 858.133484
	Iteration 6F: 3 clusters Score -355886.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -356534.125000 Penalty: 858.133484
	Iteration 7F: 3 clusters Score -356534.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -356856.250000 Penalty: 858.133484
	Iteration 8Q: 3 clusters Score -356856.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -357070.093750 Penalty: 858.133484
	Iteration 9Q: 3 clusters Score -357070.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -357312.718750 Penalty: 858.133484
	Iteration 10Q: 3 clusters Score -357312.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -357552.406250 Penalty: 858.133484
	Iteration 11Q: 3 clusters Score -357552.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -357737.093750 Penalty: 858.133484
	Iteration 12Q: 3 clusters Score -357737.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -357838.343750 Penalty: 858.133484
	Iteration 13Q: 3 clusters Score -357838.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -357903.687500 Penalty: 858.133484
	Iteration 14Q: 3 clusters Score -357903.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -357947.375000 Penalty: 858.133484
	Iteration 15Q: 3 clusters Score -357947.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -357976.593750 Penalty: 858.133484
	Iteration 16Q: 3 clusters Score -357976.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -357996.125000 Penalty: 858.133484
	Iteration 17Q: 3 clusters Score -357996.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -358013.656250 Penalty: 858.133484
	Iteration 18Q: 3 clusters Score -358013.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -358028.187500 Penalty: 858.133484
	Iteration 19Q: 3 clusters Score -358028.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -358040.781250 Penalty: 858.133484
	Iteration 20F: 3 clusters Score -358040.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -358047.000000 Penalty: 858.133484
	Iteration 21Q: 3 clusters Score -358047 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -358050.968750 Penalty: 858.133484
	Iteration 22Q: 3 clusters Score -358051 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -358053.062500 Penalty: 858.133484
	Iteration 23Q: 3 clusters Score -358053.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -358056.468750 Penalty: 858.133484
	Iteration 24Q: 3 clusters Score -358056.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -358059.125000 Penalty: 858.133484
	Iteration 25Q: 3 clusters Score -358059.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -358062.656250 Penalty: 858.133484
	Iteration 26Q: 3 clusters Score -358062.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -358064.312500 Penalty: 858.133484
	Iteration 27Q: 3 clusters Score -358064.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -358069.843750 Penalty: 858.133484
	Iteration 28Q: 3 clusters Score -358069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -358070.468750 Penalty: 858.133484
	Iteration 29Q: 3 clusters Score -358070.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -358073.218750 Penalty: 858.133484
	Iteration 30Q: 3 clusters Score -358073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -358074.218750 Penalty: 858.133484
	Iteration 31Q: 3 clusters Score -358074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -358073.812500 Penalty: 858.133484
	Iteration 32Q: 3 clusters Score -358073.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -358075.312500 Penalty: 858.133484
	Iteration 33Q: 3 clusters Score -358075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -358076.187500 Penalty: 858.133484
	Iteration 34Q: 3 clusters Score -358076.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -358076.281250 Penalty: 858.133484
	Iteration 35Q: 3 clusters Score -358076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -358078.062500 Penalty: 858.133484
	Iteration 36Q: 3 clusters Score -358078.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -358077.656250 Penalty: 858.133484
	Iteration 37Q: 3 clusters Score -358077.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -358078.656250 Penalty: 858.133484
	Iteration 38Q: 3 clusters Score -358078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -358080.000000 Penalty: 858.133484
	Iteration 39Q: 3 clusters Score -358080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -358081.437500 Penalty: 858.133484
	Iteration 40F: 3 clusters Score -358081.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -358081.531250 Penalty: 858.133484
	Iteration 41Q: 3 clusters Score -358081.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -358082.468750 Penalty: 858.133484
	Iteration 42Q: 3 clusters Score -358082.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -358081.312500 Penalty: 858.133484
	Iteration 43Q: 3 clusters Score -358081.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -358084.656250 Penalty: 858.133484
	Iteration 44Q: 3 clusters Score -358084.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -358084.406250 Penalty: 858.133484
	Iteration 45Q: 3 clusters Score -358084.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -358085.500000 Penalty: 858.133484
	Iteration 46Q: 3 clusters Score -358085.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -358084.843750 Penalty: 858.133484
	Iteration 47Q: 3 clusters Score -358084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -358085.343750 Penalty: 858.133484
	Iteration 48Q: 3 clusters Score -358085.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -358086.750000 Penalty: 858.133484
	Iteration 49Q: 3 clusters Score -358086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -358086.750000 Penalty: 858.133484
	Iteration 50F: 3 clusters Score -358086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Entering Unmasked Estep 
Score: -778096.937500 Penalty: 459.432068
	Iteration 0F: 2 clusters Score -778096.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -761901.312500 Penalty: 918.864136
	Iteration 0F: 3 clusters Score -761901.3 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -768357.125000 Penalty: 918.864136
	Iteration 1F: 3 clusters Score -768357.1 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -768652.125000 Penalty: 918.864136
	Iteration 2Q: 3 clusters Score -768652.1 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -769100.125000 Penalty: 918.864136
	Iteration 3Q: 3 clusters Score -769100.1 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -769834.375000 Penalty: 918.864136
	Iteration 4F: 3 clusters Score -769834.4 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -770981.062500 Penalty: 918.864136
	Iteration 5F: 3 clusters Score -770981.1 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -772559.625000 Penalty: 918.864136
	Iteration 6F: 3 clusters Score -772559.6 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -774134.687500 Penalty: 918.864136
	Iteration 7F: 3 clusters Score -774134.7 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -775265.062500 Penalty: 918.864136
	Iteration 8F: 3 clusters Score -775265.1 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -776029.875000 Penalty: 918.864136
	Iteration 9Q: 3 clusters Score -776029.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -776530.000000 Penalty: 918.864136
	Iteration 10Q: 3 clusters Score -776530 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -776859.625000 Penalty: 918.864136
	Iteration 11Q: 3 clusters Score -776859.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -777089.625000 Penalty: 918.864136
	Iteration 12Q: 3 clusters Score -777089.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -777245.187500 Penalty: 918.864136
	Iteration 13Q: 3 clusters Score -777245.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -777346.687500 Penalty: 918.864136
	Iteration 14Q: 3 clusters Score -777346.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -777435.125000 Penalty: 918.864136
	Iteration 15Q: 3 clusters Score -777435.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -777492.750000 Penalty: 918.864136
	Iteration 16Q: 3 clusters Score -777492.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -777532.312500 Penalty: 918.864136
	Iteration 17Q: 3 clusters Score -777532.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -777558.250000 Penalty: 918.864136
	Iteration 18Q: 3 clusters Score -777558.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -777586.250000 Penalty: 918.864136
	Iteration 19Q: 3 clusters Score -777586.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -777609.875000 Penalty: 918.864136
	Iteration 20F: 3 clusters Score -777609.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -777627.250000 Penalty: 918.864136
	Iteration 21Q: 3 clusters Score -777627.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -777641.437500 Penalty: 918.864136
	Iteration 22Q: 3 clusters Score -777641.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -777647.562500 Penalty: 918.864136
	Iteration 23Q: 3 clusters Score -777647.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -777657.750000 Penalty: 918.864136
	Iteration 24Q: 3 clusters Score -777657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -777665.375000 Penalty: 918.864136
	Iteration 25Q: 3 clusters Score -777665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -777670.000000 Penalty: 918.864136
	Iteration 26Q: 3 clusters Score -777670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -777676.812500 Penalty: 918.864136
	Iteration 27Q: 3 clusters Score -777676.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -777682.562500 Penalty: 918.864136
	Iteration 28Q: 3 clusters Score -777682.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -777688.437500 Penalty: 918.864136
	Iteration 29Q: 3 clusters Score -777688.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -777692.625000 Penalty: 918.864136
	Iteration 30Q: 3 clusters Score -777692.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -777698.312500 Penalty: 918.864136
	Iteration 31Q: 3 clusters Score -777698.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -777705.000000 Penalty: 918.864136
	Iteration 32Q: 3 clusters Score -777705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -777709.062500 Penalty: 918.864136
	Iteration 33Q: 3 clusters Score -777709.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -777713.312500 Penalty: 918.864136
	Iteration 34Q: 3 clusters Score -777713.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -777714.875000 Penalty: 918.864136
	Iteration 35Q: 3 clusters Score -777714.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -777718.437500 Penalty: 918.864136
	Iteration 36Q: 3 clusters Score -777718.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -777720.937500 Penalty: 918.864136
	Iteration 37Q: 3 clusters Score -777720.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -777724.500000 Penalty: 918.864136
	Iteration 38Q: 3 clusters Score -777724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -777728.437500 Penalty: 918.864136
	Iteration 39Q: 3 clusters Score -777728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -777729.812500 Penalty: 918.864136
	Iteration 40F: 3 clusters Score -777729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -777730.250000 Penalty: 918.864136
	Iteration 41Q: 3 clusters Score -777730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -777731.375000 Penalty: 918.864136
	Iteration 42Q: 3 clusters Score -777731.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -777731.562500 Penalty: 918.864136
	Iteration 43Q: 3 clusters Score -777731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -777731.500000 Penalty: 918.864136
	Iteration 44Q: 3 clusters Score -777731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -777734.750000 Penalty: 918.864136
	Iteration 45Q: 3 clusters Score -777734.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -777737.500000 Penalty: 918.864136
	Iteration 46Q: 3 clusters Score -777737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -777738.000000 Penalty: 918.864136
	Iteration 47Q: 3 clusters Score -777738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -777740.000000 Penalty: 918.864136
	Iteration 48Q: 3 clusters Score -777740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -777740.500000 Penalty: 918.864136
	Iteration 49Q: 3 clusters Score -777740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -777740.500000 Penalty: 918.864136
	Iteration 50F: 3 clusters Score -777740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Entering Unmasked Estep 
Score: -42259.011719 Penalty: 335.374146
	Iteration 0F: 2 clusters Score -42259.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -41098.855469 Penalty: 670.748291
	Iteration 0F: 3 clusters Score -41098.86 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -41506.253906 Penalty: 670.748291
	Iteration 1F: 3 clusters Score -41506.25 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -41733.210938 Penalty: 670.748291
	Iteration 2F: 3 clusters Score -41733.21 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -41930.832031 Penalty: 670.748291
	Iteration 3F: 3 clusters Score -41930.83 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -42055.464844 Penalty: 670.748291
	Iteration 4F: 3 clusters Score -42055.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -42103.406250 Penalty: 670.748291
	Iteration 5Q: 3 clusters Score -42103.41 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -42115.453125 Penalty: 670.748291
	Iteration 6Q: 3 clusters Score -42115.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -42121.222656 Penalty: 670.748291
	Iteration 7Q: 3 clusters Score -42121.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -42127.171875 Penalty: 670.748291
	Iteration 8Q: 3 clusters Score -42127.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -42130.367188 Penalty: 670.748291
	Iteration 9Q: 3 clusters Score -42130.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -42131.777344 Penalty: 670.748291
	Iteration 10Q: 3 clusters Score -42131.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -42132.542969 Penalty: 670.748291
	Iteration 11Q: 3 clusters Score -42132.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -42133.597656 Penalty: 670.748291
	Iteration 12Q: 3 clusters Score -42133.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -42136.250000 Penalty: 670.748291
	Iteration 13Q: 3 clusters Score -42136.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -42137.179688 Penalty: 670.748291
	Iteration 14Q: 3 clusters Score -42137.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -42137.750000 Penalty: 670.748291
	Iteration 15Q: 3 clusters Score -42137.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -42137.750000 Penalty: 670.748291
	Iteration 16F: 3 clusters Score -42137.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Entering Unmasked Estep 
Score: -35526.597656 Penalty: 318.056671
	Iteration 0F: 2 clusters Score -35526.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -34648.675781 Penalty: 636.113342
	Iteration 0F: 3 clusters Score -34648.68 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -34850.042969 Penalty: 636.113342
	Iteration 1F: 3 clusters Score -34850.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -34896.175781 Penalty: 636.113342
	Iteration 2F: 3 clusters Score -34896.18 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -34924.890625 Penalty: 636.113342
	Iteration 3Q: 3 clusters Score -34924.89 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -34952.773438 Penalty: 636.113342
	Iteration 4Q: 3 clusters Score -34952.77 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -34982.410156 Penalty: 636.113342
	Iteration 5Q: 3 clusters Score -34982.41 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -35007.406250 Penalty: 636.113342
	Iteration 6Q: 3 clusters Score -35007.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -35035.589844 Penalty: 636.113342
	Iteration 7Q: 3 clusters Score -35035.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -35056.316406 Penalty: 636.113342
	Iteration 8Q: 3 clusters Score -35056.32 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -35067.519531 Penalty: 636.113342
	Iteration 9Q: 3 clusters Score -35067.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -35074.132812 Penalty: 636.113342
	Iteration 10Q: 3 clusters Score -35074.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -35078.906250 Penalty: 636.113342
	Iteration 11Q: 3 clusters Score -35078.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35084.062500 Penalty: 636.113342
	Iteration 12Q: 3 clusters Score -35084.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -35087.160156 Penalty: 636.113342
	Iteration 13Q: 3 clusters Score -35087.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35088.828125 Penalty: 636.113342
	Iteration 14Q: 3 clusters Score -35088.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -35090.117188 Penalty: 636.113342
	Iteration 15Q: 3 clusters Score -35090.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -35095.906250 Penalty: 636.113342
	Iteration 16Q: 3 clusters Score -35095.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -35104.808594 Penalty: 636.113342
	Iteration 17Q: 3 clusters Score -35104.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35110.945312 Penalty: 636.113342
	Iteration 18Q: 3 clusters Score -35110.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -35113.671875 Penalty: 636.113342
	Iteration 19Q: 3 clusters Score -35113.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -35116.136719 Penalty: 636.113342
	Iteration 20F: 3 clusters Score -35116.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -35118.132812 Penalty: 636.113342
	Iteration 21Q: 3 clusters Score -35118.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -35121.863281 Penalty: 636.113342
	Iteration 22Q: 3 clusters Score -35121.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -35128.851562 Penalty: 636.113342
	Iteration 23Q: 3 clusters Score -35128.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -35134.554688 Penalty: 636.113342
	Iteration 24Q: 3 clusters Score -35134.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -35137.281250 Penalty: 636.113342
	Iteration 25Q: 3 clusters Score -35137.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -35140.976562 Penalty: 636.113342
	Iteration 26Q: 3 clusters Score -35140.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -35144.984375 Penalty: 636.113342
	Iteration 27Q: 3 clusters Score -35144.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -35146.734375 Penalty: 636.113342
	Iteration 28Q: 3 clusters Score -35146.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -35147.636719 Penalty: 636.113342
	Iteration 29Q: 3 clusters Score -35147.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35149.304688 Penalty: 636.113342
	Iteration 30Q: 3 clusters Score -35149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -35150.492188 Penalty: 636.113342
	Iteration 31Q: 3 clusters Score -35150.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -35150.628906 Penalty: 636.113342
	Iteration 32Q: 3 clusters Score -35150.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -35150.628906 Penalty: 636.113342
	Iteration 33F: 3 clusters Score -35150.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Entering Unmasked Estep 
Score: -225488.640625 Penalty: 401.663147
	Iteration 0F: 2 clusters Score -225488.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -220935.593750 Penalty: 803.326294
	Iteration 0F: 3 clusters Score -220935.6 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -222823.843750 Penalty: 803.326294
	Iteration 1F: 3 clusters Score -222823.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -223107.437500 Penalty: 803.326294
	Iteration 2F: 3 clusters Score -223107.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -223486.390625 Penalty: 803.326294
	Iteration 3F: 3 clusters Score -223486.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -223896.156250 Penalty: 803.326294
	Iteration 4F: 3 clusters Score -223896.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -224220.218750 Penalty: 803.326294
	Iteration 5F: 3 clusters Score -224220.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -224430.921875 Penalty: 803.326294
	Iteration 6F: 3 clusters Score -224430.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -224550.953125 Penalty: 803.326294
	Iteration 7Q: 3 clusters Score -224551 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -224626.468750 Penalty: 803.326294
	Iteration 8Q: 3 clusters Score -224626.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -224683.359375 Penalty: 803.326294
	Iteration 9Q: 3 clusters Score -224683.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -224722.046875 Penalty: 803.326294
	Iteration 10Q: 3 clusters Score -224722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -224757.953125 Penalty: 803.326294
	Iteration 11Q: 3 clusters Score -224758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -224792.406250 Penalty: 803.326294
	Iteration 12Q: 3 clusters Score -224792.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -224816.406250 Penalty: 803.326294
	Iteration 13Q: 3 clusters Score -224816.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -224835.015625 Penalty: 803.326294
	Iteration 14Q: 3 clusters Score -224835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -224849.531250 Penalty: 803.326294
	Iteration 15Q: 3 clusters Score -224849.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -224859.703125 Penalty: 803.326294
	Iteration 16Q: 3 clusters Score -224859.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -224869.531250 Penalty: 803.326294
	Iteration 17Q: 3 clusters Score -224869.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -224879.437500 Penalty: 803.326294
	Iteration 18Q: 3 clusters Score -224879.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -224891.625000 Penalty: 803.326294
	Iteration 19Q: 3 clusters Score -224891.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -224900.687500 Penalty: 803.326294
	Iteration 20F: 3 clusters Score -224900.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -224909.843750 Penalty: 803.326294
	Iteration 21Q: 3 clusters Score -224909.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -224914.468750 Penalty: 803.326294
	Iteration 22Q: 3 clusters Score -224914.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -224918.687500 Penalty: 803.326294
	Iteration 23Q: 3 clusters Score -224918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -224921.484375 Penalty: 803.326294
	Iteration 24Q: 3 clusters Score -224921.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -224925.156250 Penalty: 803.326294
	Iteration 25Q: 3 clusters Score -224925.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -224928.859375 Penalty: 803.326294
	Iteration 26Q: 3 clusters Score -224928.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -224932.062500 Penalty: 803.326294
	Iteration 27Q: 3 clusters Score -224932.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -224932.843750 Penalty: 803.326294
	Iteration 28Q: 3 clusters Score -224932.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -224935.234375 Penalty: 803.326294
	Iteration 29Q: 3 clusters Score -224935.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -224938.906250 Penalty: 803.326294
	Iteration 30Q: 3 clusters Score -224938.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -224941.593750 Penalty: 803.326294
	Iteration 31Q: 3 clusters Score -224941.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -224945.171875 Penalty: 803.326294
	Iteration 32Q: 3 clusters Score -224945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -224948.734375 Penalty: 803.326294
	Iteration 33Q: 3 clusters Score -224948.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -224955.968750 Penalty: 803.326294
	Iteration 34Q: 3 clusters Score -224956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -224967.562500 Penalty: 803.326294
	Iteration 35Q: 3 clusters Score -224967.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -224976.265625 Penalty: 803.326294
	Iteration 36Q: 3 clusters Score -224976.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -224984.078125 Penalty: 803.326294
	Iteration 37Q: 3 clusters Score -224984.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -224991.015625 Penalty: 803.326294
	Iteration 38Q: 3 clusters Score -224991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -224997.671875 Penalty: 803.326294
	Iteration 39Q: 3 clusters Score -224997.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -225005.984375 Penalty: 803.326294
	Iteration 40F: 3 clusters Score -225006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -225016.765625 Penalty: 803.326294
	Iteration 41Q: 3 clusters Score -225016.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -225030.234375 Penalty: 803.326294
	Iteration 42Q: 3 clusters Score -225030.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -225049.953125 Penalty: 803.326294
	Iteration 43Q: 3 clusters Score -225050 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -225071.875000 Penalty: 803.326294
	Iteration 44Q: 3 clusters Score -225071.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -225102.156250 Penalty: 803.326294
	Iteration 45Q: 3 clusters Score -225102.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -225156.234375 Penalty: 803.326294
	Iteration 46Q: 3 clusters Score -225156.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -225216.281250 Penalty: 803.326294
	Iteration 47Q: 3 clusters Score -225216.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -225250.609375 Penalty: 803.326294
	Iteration 48Q: 3 clusters Score -225250.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -225283.171875 Penalty: 803.326294
	Iteration 49Q: 3 clusters Score -225283.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -225308.031250 Penalty: 803.326294
	Iteration 50Q: 3 clusters Score -225308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -225312.734375 Penalty: 803.326294
	Iteration 51Q: 3 clusters Score -225312.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -225315.546875 Penalty: 803.326294
	Iteration 52Q: 3 clusters Score -225315.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -225317.359375 Penalty: 803.326294
	Iteration 53Q: 3 clusters Score -225317.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -225318.515625 Penalty: 803.326294
	Iteration 54Q: 3 clusters Score -225318.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -225318.890625 Penalty: 803.326294
	Iteration 55Q: 3 clusters Score -225318.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -225319.937500 Penalty: 803.326294
	Iteration 56Q: 3 clusters Score -225319.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -225320.578125 Penalty: 803.326294
	Iteration 57Q: 3 clusters Score -225320.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -225321.031250 Penalty: 803.326294
	Iteration 58Q: 3 clusters Score -225321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -225320.609375 Penalty: 803.326294
	Iteration 59Q: 3 clusters Score -225320.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -225320.609375 Penalty: 803.326294
	Iteration 60F: 3 clusters Score -225320.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (360824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360824 members 
Entering Unmasked Estep 
Score: -11402866.000000 Penalty: 582.224609
	Iteration 0F: 2 clusters Score -1.140287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180089 members 
Mstep: Class 2 contains 180735 members 
Entering Unmasked Estep 
Score: -11157091.000000 Penalty: 1164.449219
	Iteration 0F: 3 clusters Score -1.115709e+07 nChanged 178250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 207693 members 
Entering Unmasked Estep 
Score: -11270301.000000 Penalty: 1164.449219
	Iteration 1F: 3 clusters Score -1.12703e+07 nChanged 17616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137397 members 
Mstep: Class 2 contains 223427 members 
Entering Unmasked Estep 
Score: -11277573.000000 Penalty: 1164.449219
	Iteration 2Q: 3 clusters Score -1.127757e+07 nChanged 23217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115134 members 
Mstep: Class 2 contains 245690 members 
Entering Unmasked Estep 
Score: -11291057.000000 Penalty: 1164.449219
	Iteration 3F: 3 clusters Score -1.129106e+07 nChanged 29884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85532 members 
Mstep: Class 2 contains 275292 members 
Entering Unmasked Estep 
Score: -11314038.000000 Penalty: 1164.449219
	Iteration 4F: 3 clusters Score -1.131404e+07 nChanged 33703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 308955 members 
Entering Unmasked Estep 
Score: -11346385.000000 Penalty: 1164.449219
	Iteration 5F: 3 clusters Score -1.134638e+07 nChanged 29162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 338117 members 
Entering Unmasked Estep 
Score: -11378405.000000 Penalty: 1164.449219
	Iteration 6F: 3 clusters Score -1.13784e+07 nChanged 16363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 354478 members 
Entering Unmasked Estep 
Score: -11396164.000000 Penalty: 1164.449219
	Iteration 7Q: 3 clusters Score -1.139616e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 359583 members 
Entering Unmasked Estep 
Score: -11401245.000000 Penalty: 1164.449219
	Iteration 8Q: 3 clusters Score -1.140124e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 360555 members 
Entering Unmasked Estep 
Score: -11402135.000000 Penalty: 1164.449219
	Iteration 9Q: 3 clusters Score -1.140214e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 360703 members 
Entering Unmasked Estep 
Score: -11402340.000000 Penalty: 1164.449219
	Iteration 10Q: 3 clusters Score -1.140234e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 360706 members 
Entering Unmasked Estep 
Score: -11402384.000000 Penalty: 1164.449219
	Iteration 11Q: 3 clusters Score -1.140238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 360706 members 
Entering Unmasked Estep 
Score: -11402396.000000 Penalty: 1164.449219
	Iteration 12Q: 3 clusters Score -1.14024e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 360703 members 
Entering Unmasked Estep 
Score: -11402402.000000 Penalty: 1164.449219
	Iteration 13Q: 3 clusters Score -1.14024e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 360702 members 
Entering Unmasked Estep 
Score: -11402414.000000 Penalty: 1164.449219
	Iteration 14Q: 3 clusters Score -1.140241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 360703 members 
Entering Unmasked Estep 
Score: -11402421.000000 Penalty: 1164.449219
	Iteration 15Q: 3 clusters Score -1.140242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 360704 members 
Entering Unmasked Estep 
Score: -11402419.000000 Penalty: 1164.449219
	Iteration 16Q: 3 clusters Score -1.140242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 360705 members 
Entering Unmasked Estep 
Score: -11402421.000000 Penalty: 1164.449219
	Iteration 17Q: 3 clusters Score -1.140242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 360706 members 
Entering Unmasked Estep 
Score: -11402420.000000 Penalty: 1164.449219
	Iteration 18Q: 3 clusters Score -1.140242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 360706 members 
Entering Unmasked Estep 
Score: -11402420.000000 Penalty: 1164.449219
	Iteration 19F: 3 clusters Score -1.140242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233647 members 
Mstep: Class 2 contains 10489 members 
Mstep: Class 3 contains 1836 members 
Mstep: Class 5 contains 1940 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 10 contains 2202 members 
Mstep: Class 11 contains 2724 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 44027 members 
Mstep: Class 14 contains 2597 members 
Mstep: Class 15 contains 12457 members 
Mstep: Class 17 contains 24280 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 21 contains 1086 members 
Mstep: Class 22 contains 6821 members 
Mstep: Class 23 contains 360824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21493282.000000 Penalty: 11053.628906
Iteration 79Q: 19 clusters Score -2.149328e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233580 members 
Mstep: Class 2 contains 10448 members 
Mstep: Class 3 contains 1846 members 
Mstep: Class 5 contains 1937 members 
Mstep: Class 6 contains 1891 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2203 members 
Mstep: Class 11 contains 2819 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 44034 members 
Mstep: Class 14 contains 2587 members 
Mstep: Class 15 contains 12472 members 
Mstep: Class 17 contains 24282 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 21 contains 1084 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 361066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 19 clusters Score -2.14934e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233494 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 1852 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 1885 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2205 members 
Mstep: Class 11 contains 2942 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 44031 members 
Mstep: Class 14 contains 2573 members 
Mstep: Class 15 contains 12488 members 
Mstep: Class 17 contains 24272 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 21 contains 1077 members 
Mstep: Class 22 contains 6352 members 
Mstep: Class 23 contains 361297 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 19 clusters Score -2.149351e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233387 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 1857 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2204 members 
Mstep: Class 11 contains 3042 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 44031 members 
Mstep: Class 14 contains 2554 members 
Mstep: Class 15 contains 12497 members 
Mstep: Class 17 contains 24271 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 21 contains 1067 members 
Mstep: Class 22 contains 6119 members 
Mstep: Class 23 contains 361589 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 19 clusters Score -2.149369e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233279 members 
Mstep: Class 2 contains 10352 members 
Mstep: Class 3 contains 1862 members 
Mstep: Class 5 contains 1923 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 3123 members 
Mstep: Class 12 contains 15611 members 
Mstep: Class 13 contains 44026 members 
Mstep: Class 14 contains 2533 members 
Mstep: Class 15 contains 12508 members 
Mstep: Class 17 contains 24277 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 21 contains 1061 members 
Mstep: Class 22 contains 5883 members 
Mstep: Class 23 contains 361894 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 19 clusters Score -2.149379e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233145 members 
Mstep: Class 2 contains 10326 members 
Mstep: Class 3 contains 1865 members 
Mstep: Class 5 contains 1923 members 
Mstep: Class 6 contains 1883 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 3207 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 44026 members 
Mstep: Class 14 contains 2511 members 
Mstep: Class 15 contains 12518 members 
Mstep: Class 17 contains 24280 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1051 members 
Mstep: Class 22 contains 5653 members 
Mstep: Class 23 contains 362210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494032.000000 Penalty: 11053.628906
Iteration 84Q: 19 clusters Score -2.149403e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 233004 members 
Mstep: Class 2 contains 10303 members 
Mstep: Class 3 contains 1866 members 
Mstep: Class 5 contains 1918 members 
Mstep: Class 6 contains 1884 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2208 members 
Mstep: Class 11 contains 3293 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 44025 members 
Mstep: Class 14 contains 2498 members 
Mstep: Class 15 contains 12524 members 
Mstep: Class 17 contains 24273 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 21 contains 1048 members 
Mstep: Class 22 contains 5445 members 
Mstep: Class 23 contains 362522 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 19 clusters Score -2.149431e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232900 members 
Mstep: Class 2 contains 10288 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1912 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 3372 members 
Mstep: Class 12 contains 15616 members 
Mstep: Class 13 contains 44028 members 
Mstep: Class 14 contains 2485 members 
Mstep: Class 15 contains 12533 members 
Mstep: Class 17 contains 24254 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 5256 members 
Mstep: Class 23 contains 362784 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 19 clusters Score -2.149461e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232763 members 
Mstep: Class 2 contains 10279 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 5 contains 1907 members 
Mstep: Class 6 contains 1877 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2214 members 
Mstep: Class 11 contains 3463 members 
Mstep: Class 12 contains 15614 members 
Mstep: Class 13 contains 44032 members 
Mstep: Class 14 contains 2478 members 
Mstep: Class 15 contains 12541 members 
Mstep: Class 17 contains 24233 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 5108 members 
Mstep: Class 23 contains 363011 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 19 clusters Score -2.149475e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232625 members 
Mstep: Class 2 contains 10268 members 
Mstep: Class 3 contains 1873 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 1868 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 468 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 3569 members 
Mstep: Class 12 contains 15612 members 
Mstep: Class 13 contains 44031 members 
Mstep: Class 14 contains 2465 members 
Mstep: Class 15 contains 12555 members 
Mstep: Class 17 contains 24211 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 5017 members 
Mstep: Class 23 contains 363183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494838.000000 Penalty: 11053.628906
Iteration 88Q: 19 clusters Score -2.149484e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232507 members 
Mstep: Class 2 contains 10253 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1859 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 469 members 
Mstep: Class 10 contains 2220 members 
Mstep: Class 11 contains 3682 members 
Mstep: Class 12 contains 15611 members 
Mstep: Class 13 contains 44035 members 
Mstep: Class 14 contains 2452 members 
Mstep: Class 15 contains 12576 members 
Mstep: Class 17 contains 24178 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1034 members 
Mstep: Class 22 contains 4941 members 
Mstep: Class 23 contains 363314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494910.000000 Penalty: 11053.628906
Iteration 89Q: 19 clusters Score -2.149491e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232433 members 
Mstep: Class 2 contains 10235 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2221 members 
Mstep: Class 11 contains 3771 members 
Mstep: Class 12 contains 15613 members 
Mstep: Class 13 contains 44038 members 
Mstep: Class 14 contains 2438 members 
Mstep: Class 15 contains 12593 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 21 contains 1035 members 
Mstep: Class 22 contains 4853 members 
Mstep: Class 23 contains 363429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21494998.000000 Penalty: 11053.628906
Iteration 90Q: 19 clusters Score -2.1495e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232386 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 1871 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 1839 members 
Mstep: Class 7 contains 2337 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2223 members 
Mstep: Class 11 contains 3874 members 
Mstep: Class 12 contains 15615 members 
Mstep: Class 13 contains 44044 members 
Mstep: Class 14 contains 2421 members 
Mstep: Class 15 contains 12605 members 
Mstep: Class 17 contains 24120 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 363499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495124.000000 Penalty: 11053.628906
Iteration 91Q: 19 clusters Score -2.149512e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232340 members 
Mstep: Class 2 contains 10209 members 
Mstep: Class 3 contains 1870 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1828 members 
Mstep: Class 7 contains 2336 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 3974 members 
Mstep: Class 12 contains 15621 members 
Mstep: Class 13 contains 44046 members 
Mstep: Class 14 contains 2405 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 17 contains 24095 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1027 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 363552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495142.000000 Penalty: 11053.628906
Iteration 92Q: 19 clusters Score -2.149514e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232281 members 
Mstep: Class 2 contains 10194 members 
Mstep: Class 3 contains 1869 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1818 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 4066 members 
Mstep: Class 12 contains 15625 members 
Mstep: Class 13 contains 44051 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 12642 members 
Mstep: Class 17 contains 24078 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1026 members 
Mstep: Class 22 contains 4690 members 
Mstep: Class 23 contains 363575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495106.000000 Penalty: 11053.628906
Iteration 93Q: 19 clusters Score -2.149511e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232234 members 
Mstep: Class 2 contains 10172 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 1811 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2225 members 
Mstep: Class 11 contains 4159 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 44061 members 
Mstep: Class 14 contains 2383 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 17 contains 24064 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 363582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495096.000000 Penalty: 11053.628906
Iteration 94Q: 19 clusters Score -2.14951e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232187 members 
Mstep: Class 2 contains 10156 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4230 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 44068 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 12675 members 
Mstep: Class 17 contains 24054 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 21 contains 1020 members 
Mstep: Class 22 contains 4671 members 
Mstep: Class 23 contains 363580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495098.000000 Penalty: 11053.628906
Iteration 95Q: 19 clusters Score -2.14951e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232163 members 
Mstep: Class 2 contains 10140 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 5 contains 1897 members 
Mstep: Class 6 contains 1802 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4303 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 44070 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 12690 members 
Mstep: Class 17 contains 24047 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 21 contains 1022 members 
Mstep: Class 22 contains 4669 members 
Mstep: Class 23 contains 363552 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 19 clusters Score -2.149514e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232145 members 
Mstep: Class 2 contains 10125 members 
Mstep: Class 3 contains 1867 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1799 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 10 contains 2225 members 
Mstep: Class 11 contains 4365 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 44073 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 12702 members 
Mstep: Class 17 contains 24048 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 21 contains 1024 members 
Mstep: Class 22 contains 4669 members 
Mstep: Class 23 contains 363515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 19 clusters Score -2.149516e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232123 members 
Mstep: Class 2 contains 10112 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1795 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 471 members 
Mstep: Class 10 contains 2224 members 
Mstep: Class 11 contains 4432 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 44078 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 12715 members 
Mstep: Class 17 contains 24053 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 4678 members 
Mstep: Class 23 contains 363448 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 19 clusters Score -2.149517e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232105 members 
Mstep: Class 2 contains 10092 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 1793 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 472 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4489 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 44079 members 
Mstep: Class 14 contains 2357 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 17 contains 24065 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 363406 members 
Entering Unmasked Estep 
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Iteration 99Q: 19 clusters Score -2.149516e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232087 members 
Mstep: Class 2 contains 10071 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 1792 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 473 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4536 members 
Mstep: Class 12 contains 15627 members 
Mstep: Class 13 contains 44081 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 12743 members 
Mstep: Class 17 contains 24076 members 
Mstep: Class 19 contains 1595 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 4685 members 
Mstep: Class 23 contains 363370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 19 clusters Score -2.14952e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232054 members 
Mstep: Class 2 contains 10054 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 1789 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 475 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 44087 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 17 contains 24082 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 4708 members 
Mstep: Class 23 contains 363318 members 
Entering Unmasked Estep 
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Iteration 101Q: 19 clusters Score -2.14952e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232031 members 
Mstep: Class 2 contains 10035 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 476 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 15631 members 
Mstep: Class 13 contains 44093 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 12772 members 
Mstep: Class 17 contains 24093 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 363270 members 
Entering Unmasked Estep 
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Iteration 102Q: 19 clusters Score -2.149519e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232019 members 
Mstep: Class 2 contains 10021 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1778 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4699 members 
Mstep: Class 12 contains 15630 members 
Mstep: Class 13 contains 44100 members 
Mstep: Class 14 contains 2346 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 17 contains 24099 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 21 contains 1032 members 
Mstep: Class 22 contains 4738 members 
Mstep: Class 23 contains 363202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495172.000000 Penalty: 11053.628906
Iteration 103Q: 19 clusters Score -2.149517e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232006 members 
Mstep: Class 2 contains 10003 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 1772 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2226 members 
Mstep: Class 11 contains 4751 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 44103 members 
Mstep: Class 14 contains 2347 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 17 contains 24106 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 21 contains 1031 members 
Mstep: Class 22 contains 4752 members 
Mstep: Class 23 contains 363143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495210.000000 Penalty: 11053.628906
Iteration 104Q: 19 clusters Score -2.149521e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231993 members 
Mstep: Class 2 contains 9991 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 1769 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 4800 members 
Mstep: Class 12 contains 15632 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 2349 members 
Mstep: Class 15 contains 12812 members 
Mstep: Class 17 contains 24108 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 21 contains 1029 members 
Mstep: Class 22 contains 4763 members 
Mstep: Class 23 contains 363089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495238.000000 Penalty: 11053.628906
Iteration 105Q: 19 clusters Score -2.149524e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231982 members 
Mstep: Class 2 contains 9980 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1766 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 15635 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 2350 members 
Mstep: Class 15 contains 12823 members 
Mstep: Class 17 contains 24110 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 363039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495244.000000 Penalty: 11053.628906
Iteration 106Q: 19 clusters Score -2.149524e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231976 members 
Mstep: Class 2 contains 9973 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1762 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 4903 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44116 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 12833 members 
Mstep: Class 17 contains 24108 members 
Mstep: Class 19 contains 1598 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 4771 members 
Mstep: Class 23 contains 362986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495258.000000 Penalty: 11053.628906
Iteration 107Q: 19 clusters Score -2.149526e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 9966 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 1760 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44118 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 12844 members 
Mstep: Class 17 contains 24104 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 21 contains 1030 members 
Mstep: Class 22 contains 4773 members 
Mstep: Class 23 contains 362933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495246.000000 Penalty: 11053.628906
Iteration 108Q: 19 clusters Score -2.149525e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231963 members 
Mstep: Class 2 contains 9957 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44127 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 12850 members 
Mstep: Class 17 contains 24101 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 21 contains 1033 members 
Mstep: Class 22 contains 4778 members 
Mstep: Class 23 contains 362870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495268.000000 Penalty: 11053.628906
Iteration 109Q: 19 clusters Score -2.149527e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231961 members 
Mstep: Class 2 contains 9948 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 1759 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 5068 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44129 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 12861 members 
Mstep: Class 17 contains 24097 members 
Mstep: Class 19 contains 1596 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 4781 members 
Mstep: Class 23 contains 362822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495272.000000 Penalty: 11053.628906
Iteration 110Q: 19 clusters Score -2.149527e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231961 members 
Mstep: Class 2 contains 9938 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 1754 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 5110 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44132 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 17 contains 24096 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 4780 members 
Mstep: Class 23 contains 362780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495240.000000 Penalty: 11053.628906
Iteration 111Q: 19 clusters Score -2.149524e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231965 members 
Mstep: Class 2 contains 9930 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 1743 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 5150 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44136 members 
Mstep: Class 14 contains 2351 members 
Mstep: Class 15 contains 12894 members 
Mstep: Class 17 contains 24098 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 21 contains 1037 members 
Mstep: Class 22 contains 4782 members 
Mstep: Class 23 contains 362730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495234.000000 Penalty: 11053.628906
Iteration 112Q: 19 clusters Score -2.149523e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 9922 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 1733 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 5182 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44139 members 
Mstep: Class 14 contains 2352 members 
Mstep: Class 15 contains 12912 members 
Mstep: Class 17 contains 24102 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 4784 members 
Mstep: Class 23 contains 362686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495234.000000 Penalty: 11053.628906
Iteration 113Q: 19 clusters Score -2.149523e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231976 members 
Mstep: Class 2 contains 9907 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2227 members 
Mstep: Class 11 contains 5206 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 2354 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 17 contains 24109 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 21 contains 1036 members 
Mstep: Class 22 contains 4786 members 
Mstep: Class 23 contains 362648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495198.000000 Penalty: 11053.628906
Iteration 114Q: 19 clusters Score -2.14952e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231984 members 
Mstep: Class 2 contains 9881 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1888 members 
Mstep: Class 6 contains 1708 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 5225 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 2355 members 
Mstep: Class 15 contains 12979 members 
Mstep: Class 17 contains 24118 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1038 members 
Mstep: Class 22 contains 4791 members 
Mstep: Class 23 contains 362609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495222.000000 Penalty: 11053.628906
Iteration 115Q: 19 clusters Score -2.149522e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231988 members 
Mstep: Class 2 contains 9864 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1693 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2229 members 
Mstep: Class 11 contains 5241 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44141 members 
Mstep: Class 14 contains 2359 members 
Mstep: Class 15 contains 13011 members 
Mstep: Class 17 contains 24122 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 21 contains 1039 members 
Mstep: Class 22 contains 4795 members 
Mstep: Class 23 contains 362581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495218.000000 Penalty: 11053.628906
Iteration 116Q: 19 clusters Score -2.149522e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231992 members 
Mstep: Class 2 contains 9841 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1684 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2230 members 
Mstep: Class 11 contains 5255 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44139 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 13040 members 
Mstep: Class 17 contains 24123 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 4798 members 
Mstep: Class 23 contains 362566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495226.000000 Penalty: 11053.628906
Iteration 117Q: 19 clusters Score -2.149523e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231996 members 
Mstep: Class 2 contains 9821 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1669 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5269 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44140 members 
Mstep: Class 14 contains 2363 members 
Mstep: Class 15 contains 13070 members 
Mstep: Class 17 contains 24124 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1040 members 
Mstep: Class 22 contains 4801 members 
Mstep: Class 23 contains 362544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495236.000000 Penalty: 11053.628906
Iteration 118Q: 19 clusters Score -2.149524e+07 nChanged 98
Entering ConstructFrom: 
Score: -21495236.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (231997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231997 members 
Entering Unmasked Estep 
Score: -6892360.500000 Penalty: 562.128845
	Iteration 0F: 2 clusters Score -6892360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115668 members 
Mstep: Class 2 contains 116329 members 
Entering Unmasked Estep 
Score: -6734286.000000 Penalty: 1124.257690
	Iteration 0F: 3 clusters Score -6734286 nChanged 114203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101975 members 
Mstep: Class 2 contains 130022 members 
Entering Unmasked Estep 
Score: -6803814.500000 Penalty: 1124.257690
	Iteration 1F: 3 clusters Score -6803814 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92667 members 
Mstep: Class 2 contains 139330 members 
Entering Unmasked Estep 
Score: -6809232.000000 Penalty: 1124.257690
	Iteration 2Q: 3 clusters Score -6809232 nChanged 15968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78581 members 
Mstep: Class 2 contains 153416 members 
Entering Unmasked Estep 
Score: -6819457.000000 Penalty: 1124.257690
	Iteration 3F: 3 clusters Score -6819457 nChanged 20382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59643 members 
Mstep: Class 2 contains 172354 members 
Entering Unmasked Estep 
Score: -6836423.000000 Penalty: 1124.257690
	Iteration 4F: 3 clusters Score -6836423 nChanged 20777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 192203 members 
Entering Unmasked Estep 
Score: -6856454.000000 Penalty: 1124.257690
	Iteration 5F: 3 clusters Score -6856454 nChanged 15799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 207496 members 
Entering Unmasked Estep 
Score: -6872404.000000 Penalty: 1124.257690
	Iteration 6F: 3 clusters Score -6872404 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 216424 members 
Entering Unmasked Estep 
Score: -6881534.000000 Penalty: 1124.257690
	Iteration 7Q: 3 clusters Score -6881534 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 221045 members 
Entering Unmasked Estep 
Score: -6886013.500000 Penalty: 1124.257690
	Iteration 8Q: 3 clusters Score -6886014 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 223700 members 
Entering Unmasked Estep 
Score: -6888204.500000 Penalty: 1124.257690
	Iteration 9Q: 3 clusters Score -6888204 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 225503 members 
Entering Unmasked Estep 
Score: -6889441.000000 Penalty: 1124.257690
	Iteration 10Q: 3 clusters Score -6889441 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 226772 members 
Entering Unmasked Estep 
Score: -6890117.000000 Penalty: 1124.257690
	Iteration 11Q: 3 clusters Score -6890117 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 227740 members 
Entering Unmasked Estep 
Score: -6890642.000000 Penalty: 1124.257690
	Iteration 12Q: 3 clusters Score -6890642 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 228459 members 
Entering Unmasked Estep 
Score: -6890969.000000 Penalty: 1124.257690
	Iteration 13Q: 3 clusters Score -6890969 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 229055 members 
Entering Unmasked Estep 
Score: -6891235.500000 Penalty: 1124.257690
	Iteration 14Q: 3 clusters Score -6891236 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 229514 members 
Entering Unmasked Estep 
Score: -6891421.500000 Penalty: 1124.257690
	Iteration 15Q: 3 clusters Score -6891422 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 229866 members 
Entering Unmasked Estep 
Score: -6891562.000000 Penalty: 1124.257690
	Iteration 16Q: 3 clusters Score -6891562 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 230137 members 
Entering Unmasked Estep 
Score: -6891664.000000 Penalty: 1124.257690
	Iteration 17Q: 3 clusters Score -6891664 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 230355 members 
Entering Unmasked Estep 
Score: -6891721.000000 Penalty: 1124.257690
	Iteration 18Q: 3 clusters Score -6891721 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 230519 members 
Entering Unmasked Estep 
Score: -6891769.500000 Penalty: 1124.257690
	Iteration 19Q: 3 clusters Score -6891770 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 230640 members 
Entering Unmasked Estep 
Score: -6891797.000000 Penalty: 1124.257690
	Iteration 20F: 3 clusters Score -6891797 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 230739 members 
Entering Unmasked Estep 
Score: -6891839.000000 Penalty: 1124.257690
	Iteration 21Q: 3 clusters Score -6891839 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 230814 members 
Entering Unmasked Estep 
Score: -6891863.500000 Penalty: 1124.257690
	Iteration 22Q: 3 clusters Score -6891864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 230862 members 
Entering Unmasked Estep 
Score: -6891881.000000 Penalty: 1124.257690
	Iteration 23Q: 3 clusters Score -6891881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 230905 members 
Entering Unmasked Estep 
Score: -6891902.000000 Penalty: 1124.257690
	Iteration 24Q: 3 clusters Score -6891902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 230946 members 
Entering Unmasked Estep 
Score: -6891908.500000 Penalty: 1124.257690
	Iteration 25Q: 3 clusters Score -6891908 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 230992 members 
Entering Unmasked Estep 
Score: -6891919.000000 Penalty: 1124.257690
	Iteration 26Q: 3 clusters Score -6891919 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 231038 members 
Entering Unmasked Estep 
Score: -6891921.000000 Penalty: 1124.257690
	Iteration 27Q: 3 clusters Score -6891921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 231070 members 
Entering Unmasked Estep 
Score: -6891924.000000 Penalty: 1124.257690
	Iteration 28Q: 3 clusters Score -6891924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 231095 members 
Entering Unmasked Estep 
Score: -6891924.500000 Penalty: 1124.257690
	Iteration 29Q: 3 clusters Score -6891924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 231124 members 
Entering Unmasked Estep 
Score: -6891933.500000 Penalty: 1124.257690
	Iteration 30Q: 3 clusters Score -6891934 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 231148 members 
Entering Unmasked Estep 
Score: -6891944.000000 Penalty: 1124.257690
	Iteration 31Q: 3 clusters Score -6891944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 231171 members 
Entering Unmasked Estep 
Score: -6891960.000000 Penalty: 1124.257690
	Iteration 32Q: 3 clusters Score -6891960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 231197 members 
Entering Unmasked Estep 
Score: -6891962.000000 Penalty: 1124.257690
	Iteration 33Q: 3 clusters Score -6891962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 231218 members 
Entering Unmasked Estep 
Score: -6891964.500000 Penalty: 1124.257690
	Iteration 34Q: 3 clusters Score -6891964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 231224 members 
Entering Unmasked Estep 
Score: -6891962.000000 Penalty: 1124.257690
	Iteration 35Q: 3 clusters Score -6891962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 231241 members 
Entering Unmasked Estep 
Score: -6891968.000000 Penalty: 1124.257690
	Iteration 36Q: 3 clusters Score -6891968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 231253 members 
Entering Unmasked Estep 
Score: -6891971.000000 Penalty: 1124.257690
	Iteration 37Q: 3 clusters Score -6891971 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 231262 members 
Entering Unmasked Estep 
Score: -6891970.500000 Penalty: 1124.257690
	Iteration 38Q: 3 clusters Score -6891970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 231272 members 
Entering Unmasked Estep 
Score: -6891967.000000 Penalty: 1124.257690
	Iteration 39Q: 3 clusters Score -6891967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 231287 members 
Entering Unmasked Estep 
Score: -6891963.000000 Penalty: 1124.257690
	Iteration 40F: 3 clusters Score -6891963 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 231296 members 
Entering Unmasked Estep 
Score: -6891966.000000 Penalty: 1124.257690
	Iteration 41Q: 3 clusters Score -6891966 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 231317 members 
Entering Unmasked Estep 
Score: -6891961.500000 Penalty: 1124.257690
	Iteration 42Q: 3 clusters Score -6891962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 231331 members 
Entering Unmasked Estep 
Score: -6891965.000000 Penalty: 1124.257690
	Iteration 43Q: 3 clusters Score -6891965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 231337 members 
Entering Unmasked Estep 
Score: -6891965.500000 Penalty: 1124.257690
	Iteration 44Q: 3 clusters Score -6891966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 231342 members 
Entering Unmasked Estep 
Score: -6891963.000000 Penalty: 1124.257690
	Iteration 45Q: 3 clusters Score -6891963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 231346 members 
Entering Unmasked Estep 
Score: -6891964.000000 Penalty: 1124.257690
	Iteration 46Q: 3 clusters Score -6891964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 231354 members 
Entering Unmasked Estep 
Score: -6891965.500000 Penalty: 1124.257690
	Iteration 47Q: 3 clusters Score -6891966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 231362 members 
Entering Unmasked Estep 
Score: -6891976.500000 Penalty: 1124.257690
	Iteration 48Q: 3 clusters Score -6891976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 231367 members 
Entering Unmasked Estep 
Score: -6891974.500000 Penalty: 1124.257690
	Iteration 49Q: 3 clusters Score -6891974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 231371 members 
Entering Unmasked Estep 
Score: -6891976.000000 Penalty: 1124.257690
	Iteration 50Q: 3 clusters Score -6891976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 231378 members 
Entering Unmasked Estep 
Score: -6891976.000000 Penalty: 1124.257690
	Iteration 51Q: 3 clusters Score -6891976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 231384 members 
Entering Unmasked Estep 
Score: -6891981.000000 Penalty: 1124.257690
	Iteration 52Q: 3 clusters Score -6891981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 231390 members 
Entering Unmasked Estep 
Score: -6891981.500000 Penalty: 1124.257690
	Iteration 53Q: 3 clusters Score -6891982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 231396 members 
Entering Unmasked Estep 
Score: -6891986.000000 Penalty: 1124.257690
	Iteration 54Q: 3 clusters Score -6891986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 231401 members 
Entering Unmasked Estep 
Score: -6891982.500000 Penalty: 1124.257690
	Iteration 55Q: 3 clusters Score -6891982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 231406 members 
Entering Unmasked Estep 
Score: -6891984.500000 Penalty: 1124.257690
	Iteration 56Q: 3 clusters Score -6891984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 231409 members 
Entering Unmasked Estep 
Score: -6891980.500000 Penalty: 1124.257690
	Iteration 57Q: 3 clusters Score -6891980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 231416 members 
Entering Unmasked Estep 
Score: -6891984.500000 Penalty: 1124.257690
	Iteration 58Q: 3 clusters Score -6891984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 231420 members 
Entering Unmasked Estep 
Score: -6891989.500000 Penalty: 1124.257690
	Iteration 59Q: 3 clusters Score -6891990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 231424 members 
Entering Unmasked Estep 
Score: -6891991.500000 Penalty: 1124.257690
	Iteration 60F: 3 clusters Score -6891992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 231424 members 
Entering Unmasked Estep 
Score: -6891994.000000 Penalty: 1124.257690
	Iteration 61Q: 3 clusters Score -6891994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 231428 members 
Entering Unmasked Estep 
Score: -6891993.000000 Penalty: 1124.257690
	Iteration 62Q: 3 clusters Score -6891993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 231428 members 
Entering Unmasked Estep 
Score: -6891997.000000 Penalty: 1124.257690
	Iteration 63Q: 3 clusters Score -6891997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 231429 members 
Entering Unmasked Estep 
Score: -6891998.000000 Penalty: 1124.257690
	Iteration 64Q: 3 clusters Score -6891998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 231431 members 
Entering Unmasked Estep 
Score: -6892003.000000 Penalty: 1124.257690
	Iteration 65Q: 3 clusters Score -6892003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 231433 members 
Entering Unmasked Estep 
Score: -6891999.500000 Penalty: 1124.257690
	Iteration 66Q: 3 clusters Score -6892000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 231434 members 
Entering Unmasked Estep 
Score: -6892001.000000 Penalty: 1124.257690
	Iteration 67Q: 3 clusters Score -6892001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 231434 members 
Entering Unmasked Estep 
Score: -6892001.000000 Penalty: 1124.257690
	Iteration 68F: 3 clusters Score -6892001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Entering Unmasked Estep 
Score: -296928.968750 Penalty: 418.123413
	Iteration 0F: 2 clusters Score -296929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -290371.375000 Penalty: 836.246826
	Iteration 0F: 3 clusters Score -290371.4 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -292979.843750 Penalty: 836.246826
	Iteration 1F: 3 clusters Score -292979.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -293115.687500 Penalty: 836.246826
	Iteration 2Q: 3 clusters Score -293115.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -293229.250000 Penalty: 836.246826
	Iteration 3Q: 3 clusters Score -293229.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -293362.312500 Penalty: 836.246826
	Iteration 4Q: 3 clusters Score -293362.3 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -293529.781250 Penalty: 836.246826
	Iteration 5Q: 3 clusters Score -293529.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -293791.343750 Penalty: 836.246826
	Iteration 6Q: 3 clusters Score -293791.3 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -294152.593750 Penalty: 836.246826
	Iteration 7F: 3 clusters Score -294152.6 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -294647.687500 Penalty: 836.246826
	Iteration 8F: 3 clusters Score -294647.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -295226.343750 Penalty: 836.246826
	Iteration 9F: 3 clusters Score -295226.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -295635.375000 Penalty: 836.246826
	Iteration 10F: 3 clusters Score -295635.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -295868.781250 Penalty: 836.246826
	Iteration 11Q: 3 clusters Score -295868.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -296054.437500 Penalty: 836.246826
	Iteration 12Q: 3 clusters Score -296054.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -296204.625000 Penalty: 836.246826
	Iteration 13Q: 3 clusters Score -296204.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -296298.156250 Penalty: 836.246826
	Iteration 14Q: 3 clusters Score -296298.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -296363.625000 Penalty: 836.246826
	Iteration 15Q: 3 clusters Score -296363.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -296399.375000 Penalty: 836.246826
	Iteration 16Q: 3 clusters Score -296399.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -296425.406250 Penalty: 836.246826
	Iteration 17Q: 3 clusters Score -296425.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -296445.343750 Penalty: 836.246826
	Iteration 18Q: 3 clusters Score -296445.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -296458.843750 Penalty: 836.246826
	Iteration 19Q: 3 clusters Score -296458.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -296469.406250 Penalty: 836.246826
	Iteration 20F: 3 clusters Score -296469.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -296477.156250 Penalty: 836.246826
	Iteration 21Q: 3 clusters Score -296477.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -296482.968750 Penalty: 836.246826
	Iteration 22Q: 3 clusters Score -296483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -296488.312500 Penalty: 836.246826
	Iteration 23Q: 3 clusters Score -296488.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -296493.843750 Penalty: 836.246826
	Iteration 24Q: 3 clusters Score -296493.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -296499.937500 Penalty: 836.246826
	Iteration 25Q: 3 clusters Score -296499.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -296504.687500 Penalty: 836.246826
	Iteration 26Q: 3 clusters Score -296504.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -296509.718750 Penalty: 836.246826
	Iteration 27Q: 3 clusters Score -296509.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -296512.375000 Penalty: 836.246826
	Iteration 28Q: 3 clusters Score -296512.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -296514.718750 Penalty: 836.246826
	Iteration 29Q: 3 clusters Score -296514.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -296517.750000 Penalty: 836.246826
	Iteration 30Q: 3 clusters Score -296517.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -296521.125000 Penalty: 836.246826
	Iteration 31Q: 3 clusters Score -296521.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -296522.343750 Penalty: 836.246826
	Iteration 32Q: 3 clusters Score -296522.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -296524.750000 Penalty: 836.246826
	Iteration 33Q: 3 clusters Score -296524.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -296527.812500 Penalty: 836.246826
	Iteration 34Q: 3 clusters Score -296527.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -296531.250000 Penalty: 836.246826
	Iteration 35Q: 3 clusters Score -296531.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -296533.062500 Penalty: 836.246826
	Iteration 36Q: 3 clusters Score -296533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -296535.406250 Penalty: 836.246826
	Iteration 37Q: 3 clusters Score -296535.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -296535.781250 Penalty: 836.246826
	Iteration 38Q: 3 clusters Score -296535.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -296538.187500 Penalty: 836.246826
	Iteration 39Q: 3 clusters Score -296538.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -296538.843750 Penalty: 836.246826
	Iteration 40F: 3 clusters Score -296538.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -296540.125000 Penalty: 836.246826
	Iteration 41Q: 3 clusters Score -296540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -296540.375000 Penalty: 836.246826
	Iteration 42Q: 3 clusters Score -296540.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -296541.125000 Penalty: 836.246826
	Iteration 43Q: 3 clusters Score -296541.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -296541.781250 Penalty: 836.246826
	Iteration 44Q: 3 clusters Score -296541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -296540.906250 Penalty: 836.246826
	Iteration 45Q: 3 clusters Score -296540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -296541.031250 Penalty: 836.246826
	Iteration 46Q: 3 clusters Score -296541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -296541.031250 Penalty: 836.246826
	Iteration 47F: 3 clusters Score -296541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -60532.488281 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -60532.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -59154.484375 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -59154.48 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -59586.328125 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -59586.33 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -59669.546875 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -59669.55 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -59739.242188 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -59739.24 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -59815.265625 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -59815.27 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -59896.386719 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -59896.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -59956.539062 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -59956.54 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -60012.625000 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -60012.62 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -60051.320312 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -60051.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -60079.601562 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -60079.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -60106.281250 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -60106.28 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -60131.441406 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -60131.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -60145.765625 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -60145.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -60162.785156 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -60162.79 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -60181.093750 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -60181.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -60198.898438 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -60198.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -60209.507812 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -60209.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -60215.613281 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -60215.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -60218.906250 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -60218.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -60222.269531 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -60222.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -60224.394531 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -60224.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -60225.464844 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -60225.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -60226.070312 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -60226.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -60226.070312 Penalty: 685.468750
	Iteration 23F: 3 clusters Score -60226.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Entering Unmasked Estep 
Score: -50440.242188 Penalty: 343.146576
	Iteration 0F: 2 clusters Score -50440.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -49107.308594 Penalty: 686.293152
	Iteration 0F: 3 clusters Score -49107.31 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -49552.250000 Penalty: 686.293152
	Iteration 1F: 3 clusters Score -49552.25 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -49628.636719 Penalty: 686.293152
	Iteration 2F: 3 clusters Score -49628.64 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -49687.375000 Penalty: 686.293152
	Iteration 3F: 3 clusters Score -49687.38 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -49751.613281 Penalty: 686.293152
	Iteration 4F: 3 clusters Score -49751.61 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -49832.777344 Penalty: 686.293152
	Iteration 5F: 3 clusters Score -49832.78 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -49887.156250 Penalty: 686.293152
	Iteration 6Q: 3 clusters Score -49887.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -49930.605469 Penalty: 686.293152
	Iteration 7Q: 3 clusters Score -49930.61 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -49966.277344 Penalty: 686.293152
	Iteration 8Q: 3 clusters Score -49966.28 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -49988.664062 Penalty: 686.293152
	Iteration 9Q: 3 clusters Score -49988.66 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -50007.847656 Penalty: 686.293152
	Iteration 10Q: 3 clusters Score -50007.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -50027.468750 Penalty: 686.293152
	Iteration 11Q: 3 clusters Score -50027.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -50045.050781 Penalty: 686.293152
	Iteration 12Q: 3 clusters Score -50045.05 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -50058.781250 Penalty: 686.293152
	Iteration 13Q: 3 clusters Score -50058.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -50078.234375 Penalty: 686.293152
	Iteration 14Q: 3 clusters Score -50078.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -50098.375000 Penalty: 686.293152
	Iteration 15Q: 3 clusters Score -50098.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -50118.421875 Penalty: 686.293152
	Iteration 16Q: 3 clusters Score -50118.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -50134.601562 Penalty: 686.293152
	Iteration 17Q: 3 clusters Score -50134.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -50148.148438 Penalty: 686.293152
	Iteration 18Q: 3 clusters Score -50148.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -50160.109375 Penalty: 686.293152
	Iteration 19Q: 3 clusters Score -50160.11 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50169.066406 Penalty: 686.293152
	Iteration 20F: 3 clusters Score -50169.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -50173.363281 Penalty: 686.293152
	Iteration 21Q: 3 clusters Score -50173.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -50176.867188 Penalty: 686.293152
	Iteration 22Q: 3 clusters Score -50176.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -50182.636719 Penalty: 686.293152
	Iteration 23Q: 3 clusters Score -50182.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50186.898438 Penalty: 686.293152
	Iteration 24Q: 3 clusters Score -50186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50187.324219 Penalty: 686.293152
	Iteration 25Q: 3 clusters Score -50187.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50188.429688 Penalty: 686.293152
	Iteration 26Q: 3 clusters Score -50188.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50188.980469 Penalty: 686.293152
	Iteration 27Q: 3 clusters Score -50188.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50189.234375 Penalty: 686.293152
	Iteration 28Q: 3 clusters Score -50189.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50189.937500 Penalty: 686.293152
	Iteration 29Q: 3 clusters Score -50189.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50191.921875 Penalty: 686.293152
	Iteration 30Q: 3 clusters Score -50191.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -50193.578125 Penalty: 686.293152
	Iteration 31Q: 3 clusters Score -50193.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50194.898438 Penalty: 686.293152
	Iteration 32Q: 3 clusters Score -50194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50196.691406 Penalty: 686.293152
	Iteration 33Q: 3 clusters Score -50196.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -50198.976562 Penalty: 686.293152
	Iteration 34Q: 3 clusters Score -50198.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -50201.218750 Penalty: 686.293152
	Iteration 35Q: 3 clusters Score -50201.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50202.105469 Penalty: 686.293152
	Iteration 36Q: 3 clusters Score -50202.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50202.105469 Penalty: 686.293152
	Iteration 37F: 3 clusters Score -50202.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Entering Unmasked Estep 
Score: -49590.078125 Penalty: 337.308197
	Iteration 0F: 2 clusters Score -49590.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -48378.585938 Penalty: 674.616394
	Iteration 0F: 3 clusters Score -48378.59 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -48743.992188 Penalty: 674.616394
	Iteration 1F: 3 clusters Score -48743.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -48796.015625 Penalty: 674.616394
	Iteration 2F: 3 clusters Score -48796.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -48830.636719 Penalty: 674.616394
	Iteration 3Q: 3 clusters Score -48830.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -48870.496094 Penalty: 674.616394
	Iteration 4Q: 3 clusters Score -48870.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -48912.039062 Penalty: 674.616394
	Iteration 5Q: 3 clusters Score -48912.04 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -48970.863281 Penalty: 674.616394
	Iteration 6Q: 3 clusters Score -48970.86 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -49064.140625 Penalty: 674.616394
	Iteration 7F: 3 clusters Score -49064.14 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -49162.101562 Penalty: 674.616394
	Iteration 8F: 3 clusters Score -49162.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -49229.750000 Penalty: 674.616394
	Iteration 9Q: 3 clusters Score -49229.75 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -49273.351562 Penalty: 674.616394
	Iteration 10Q: 3 clusters Score -49273.35 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -49301.039062 Penalty: 674.616394
	Iteration 11Q: 3 clusters Score -49301.04 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -49314.367188 Penalty: 674.616394
	Iteration 12Q: 3 clusters Score -49314.37 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -49323.460938 Penalty: 674.616394
	Iteration 13Q: 3 clusters Score -49323.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -49329.816406 Penalty: 674.616394
	Iteration 14Q: 3 clusters Score -49329.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -49333.421875 Penalty: 674.616394
	Iteration 15Q: 3 clusters Score -49333.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -49337.546875 Penalty: 674.616394
	Iteration 16Q: 3 clusters Score -49337.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -49340.441406 Penalty: 674.616394
	Iteration 17Q: 3 clusters Score -49340.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -49342.390625 Penalty: 674.616394
	Iteration 18Q: 3 clusters Score -49342.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -49343.914062 Penalty: 674.616394
	Iteration 19Q: 3 clusters Score -49343.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -49345.632812 Penalty: 674.616394
	Iteration 20F: 3 clusters Score -49345.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -49346.542969 Penalty: 674.616394
	Iteration 21Q: 3 clusters Score -49346.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -49347.109375 Penalty: 674.616394
	Iteration 22Q: 3 clusters Score -49347.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -49348.390625 Penalty: 674.616394
	Iteration 23Q: 3 clusters Score -49348.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -49349.148438 Penalty: 674.616394
	Iteration 24Q: 3 clusters Score -49349.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -49349.421875 Penalty: 674.616394
	Iteration 25Q: 3 clusters Score -49349.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -49349.496094 Penalty: 674.616394
	Iteration 26Q: 3 clusters Score -49349.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -49349.496094 Penalty: 674.616394
	Iteration 27F: 3 clusters Score -49349.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Entering Unmasked Estep 
Score: -73976.031250 Penalty: 352.633362
	Iteration 0F: 2 clusters Score -73976.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -72308.617188 Penalty: 705.266724
	Iteration 0F: 3 clusters Score -72308.62 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -72867.195312 Penalty: 705.266724
	Iteration 1F: 3 clusters Score -72867.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -72918.195312 Penalty: 705.266724
	Iteration 2F: 3 clusters Score -72918.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -72954.789062 Penalty: 705.266724
	Iteration 3Q: 3 clusters Score -72954.79 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -72990.265625 Penalty: 705.266724
	Iteration 4Q: 3 clusters Score -72990.27 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -73028.984375 Penalty: 705.266724
	Iteration 5Q: 3 clusters Score -73028.98 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73071.460938 Penalty: 705.266724
	Iteration 6Q: 3 clusters Score -73071.46 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -73120.382812 Penalty: 705.266724
	Iteration 7Q: 3 clusters Score -73120.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -73178.015625 Penalty: 705.266724
	Iteration 8Q: 3 clusters Score -73178.02 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -73266.695312 Penalty: 705.266724
	Iteration 9Q: 3 clusters Score -73266.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -73369.117188 Penalty: 705.266724
	Iteration 10Q: 3 clusters Score -73369.12 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -73458.695312 Penalty: 705.266724
	Iteration 11Q: 3 clusters Score -73458.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -73507.468750 Penalty: 705.266724
	Iteration 12Q: 3 clusters Score -73507.47 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -73533.953125 Penalty: 705.266724
	Iteration 13Q: 3 clusters Score -73533.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -73554.578125 Penalty: 705.266724
	Iteration 14Q: 3 clusters Score -73554.58 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -73580.296875 Penalty: 705.266724
	Iteration 15Q: 3 clusters Score -73580.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -73597.398438 Penalty: 705.266724
	Iteration 16Q: 3 clusters Score -73597.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -73617.328125 Penalty: 705.266724
	Iteration 17Q: 3 clusters Score -73617.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -73641.484375 Penalty: 705.266724
	Iteration 18Q: 3 clusters Score -73641.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -73654.132812 Penalty: 705.266724
	Iteration 19Q: 3 clusters Score -73654.13 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -73666.101562 Penalty: 705.266724
	Iteration 20F: 3 clusters Score -73666.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -73675.695312 Penalty: 705.266724
	Iteration 21Q: 3 clusters Score -73675.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73681.414062 Penalty: 705.266724
	Iteration 22Q: 3 clusters Score -73681.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73685.750000 Penalty: 705.266724
	Iteration 23Q: 3 clusters Score -73685.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -73688.593750 Penalty: 705.266724
	Iteration 24Q: 3 clusters Score -73688.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -73689.656250 Penalty: 705.266724
	Iteration 25Q: 3 clusters Score -73689.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73691.140625 Penalty: 705.266724
	Iteration 26Q: 3 clusters Score -73691.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -73693.273438 Penalty: 705.266724
	Iteration 27Q: 3 clusters Score -73693.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -73695.429688 Penalty: 705.266724
	Iteration 28Q: 3 clusters Score -73695.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -73696.906250 Penalty: 705.266724
	Iteration 29Q: 3 clusters Score -73696.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -73698.281250 Penalty: 705.266724
	Iteration 30Q: 3 clusters Score -73698.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -73699.406250 Penalty: 705.266724
	Iteration 31Q: 3 clusters Score -73699.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73699.765625 Penalty: 705.266724
	Iteration 32Q: 3 clusters Score -73699.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -73700.585938 Penalty: 705.266724
	Iteration 33Q: 3 clusters Score -73700.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -73700.570312 Penalty: 705.266724
	Iteration 34Q: 3 clusters Score -73700.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -73701.046875 Penalty: 705.266724
	Iteration 35Q: 3 clusters Score -73701.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -73701.039062 Penalty: 705.266724
	Iteration 36Q: 3 clusters Score -73701.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -73701.039062 Penalty: 705.266724
	Iteration 37F: 3 clusters Score -73701.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -14591.299805 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -14591.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -14108.308594 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -14108.31 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -14230.937500 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -14230.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14249.356445 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -14249.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14257.804688 Penalty: 561.244019
	Iteration 3Q: 3 clusters Score -14257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -14262.055664 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -14262.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -14269.304688 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -14269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -14274.465820 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -14274.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14286.184570 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -14286.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14303.185547 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -14303.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14311.908203 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -14311.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14316.626953 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -14316.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14319.508789 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -14319.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14322.828125 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -14322.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14323.886719 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -14323.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -14326.413086 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -14326.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14328.103516 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -14328.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -14328.103516 Penalty: 561.244019
	Iteration 16F: 3 clusters Score -14328.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -74152.742188 Penalty: 350.814331
	Iteration 0F: 2 clusters Score -74152.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -72540.671875 Penalty: 701.628662
	Iteration 0F: 3 clusters Score -72540.67 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -73072.679688 Penalty: 701.628662
	Iteration 1F: 3 clusters Score -73072.68 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -73135.289062 Penalty: 701.628662
	Iteration 2F: 3 clusters Score -73135.29 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -73187.320312 Penalty: 701.628662
	Iteration 3F: 3 clusters Score -73187.32 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -73230.929688 Penalty: 701.628662
	Iteration 4F: 3 clusters Score -73230.93 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -73266.531250 Penalty: 701.628662
	Iteration 5Q: 3 clusters Score -73266.53 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -73302.039062 Penalty: 701.628662
	Iteration 6Q: 3 clusters Score -73302.04 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -73336.234375 Penalty: 701.628662
	Iteration 7Q: 3 clusters Score -73336.23 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -73386.171875 Penalty: 701.628662
	Iteration 8Q: 3 clusters Score -73386.17 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -73435.289062 Penalty: 701.628662
	Iteration 9Q: 3 clusters Score -73435.29 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -73506.437500 Penalty: 701.628662
	Iteration 10Q: 3 clusters Score -73506.44 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -73593.187500 Penalty: 701.628662
	Iteration 11Q: 3 clusters Score -73593.19 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -73672.492188 Penalty: 701.628662
	Iteration 12Q: 3 clusters Score -73672.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -73743.507812 Penalty: 701.628662
	Iteration 13Q: 3 clusters Score -73743.51 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -73793.875000 Penalty: 701.628662
	Iteration 14Q: 3 clusters Score -73793.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -73816.617188 Penalty: 701.628662
	Iteration 15Q: 3 clusters Score -73816.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -73829.640625 Penalty: 701.628662
	Iteration 16Q: 3 clusters Score -73829.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -73841.445312 Penalty: 701.628662
	Iteration 17Q: 3 clusters Score -73841.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -73846.507812 Penalty: 701.628662
	Iteration 18Q: 3 clusters Score -73846.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -73849.578125 Penalty: 701.628662
	Iteration 19Q: 3 clusters Score -73849.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -73850.507812 Penalty: 701.628662
	Iteration 20F: 3 clusters Score -73850.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -73851.156250 Penalty: 701.628662
	Iteration 21Q: 3 clusters Score -73851.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -73851.257812 Penalty: 701.628662
	Iteration 22Q: 3 clusters Score -73851.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -73851.257812 Penalty: 701.628662
	Iteration 23F: 3 clusters Score -73851.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Entering Unmasked Estep 
Score: -183373.000000 Penalty: 390.097565
	Iteration 0F: 2 clusters Score -183373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -179728.171875 Penalty: 780.195129
	Iteration 0F: 3 clusters Score -179728.2 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -181122.718750 Penalty: 780.195129
	Iteration 1F: 3 clusters Score -181122.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -181250.406250 Penalty: 780.195129
	Iteration 2F: 3 clusters Score -181250.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -181376.796875 Penalty: 780.195129
	Iteration 3Q: 3 clusters Score -181376.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -181533.250000 Penalty: 780.195129
	Iteration 4Q: 3 clusters Score -181533.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -181786.265625 Penalty: 780.195129
	Iteration 5F: 3 clusters Score -181786.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -182074.234375 Penalty: 780.195129
	Iteration 6F: 3 clusters Score -182074.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -182322.125000 Penalty: 780.195129
	Iteration 7F: 3 clusters Score -182322.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -182469.453125 Penalty: 780.195129
	Iteration 8Q: 3 clusters Score -182469.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -182558.218750 Penalty: 780.195129
	Iteration 9Q: 3 clusters Score -182558.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -182615.171875 Penalty: 780.195129
	Iteration 10Q: 3 clusters Score -182615.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -182663.515625 Penalty: 780.195129
	Iteration 11Q: 3 clusters Score -182663.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -182712.562500 Penalty: 780.195129
	Iteration 12Q: 3 clusters Score -182712.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -182743.593750 Penalty: 780.195129
	Iteration 13Q: 3 clusters Score -182743.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -182765.781250 Penalty: 780.195129
	Iteration 14Q: 3 clusters Score -182765.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -182779.609375 Penalty: 780.195129
	Iteration 15Q: 3 clusters Score -182779.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -182792.406250 Penalty: 780.195129
	Iteration 16Q: 3 clusters Score -182792.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -182803.906250 Penalty: 780.195129
	Iteration 17Q: 3 clusters Score -182803.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -182821.468750 Penalty: 780.195129
	Iteration 18Q: 3 clusters Score -182821.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -182836.968750 Penalty: 780.195129
	Iteration 19Q: 3 clusters Score -182837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -182850.531250 Penalty: 780.195129
	Iteration 20F: 3 clusters Score -182850.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -182862.281250 Penalty: 780.195129
	Iteration 21Q: 3 clusters Score -182862.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -182876.656250 Penalty: 780.195129
	Iteration 22Q: 3 clusters Score -182876.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -182886.062500 Penalty: 780.195129
	Iteration 23Q: 3 clusters Score -182886.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -182893.625000 Penalty: 780.195129
	Iteration 24Q: 3 clusters Score -182893.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -182898.093750 Penalty: 780.195129
	Iteration 25Q: 3 clusters Score -182898.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -182900.765625 Penalty: 780.195129
	Iteration 26Q: 3 clusters Score -182900.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -182905.000000 Penalty: 780.195129
	Iteration 27Q: 3 clusters Score -182905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -182910.265625 Penalty: 780.195129
	Iteration 28Q: 3 clusters Score -182910.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -182915.875000 Penalty: 780.195129
	Iteration 29Q: 3 clusters Score -182915.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -182921.718750 Penalty: 780.195129
	Iteration 30Q: 3 clusters Score -182921.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -182927.468750 Penalty: 780.195129
	Iteration 31Q: 3 clusters Score -182927.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -182931.859375 Penalty: 780.195129
	Iteration 32Q: 3 clusters Score -182931.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -182935.921875 Penalty: 780.195129
	Iteration 33Q: 3 clusters Score -182935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -182937.406250 Penalty: 780.195129
	Iteration 34Q: 3 clusters Score -182937.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -182940.281250 Penalty: 780.195129
	Iteration 35Q: 3 clusters Score -182940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -182941.921875 Penalty: 780.195129
	Iteration 36Q: 3 clusters Score -182941.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -182944.796875 Penalty: 780.195129
	Iteration 37Q: 3 clusters Score -182944.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -182947.390625 Penalty: 780.195129
	Iteration 38Q: 3 clusters Score -182947.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -182950.890625 Penalty: 780.195129
	Iteration 39Q: 3 clusters Score -182950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -182954.437500 Penalty: 780.195129
	Iteration 40F: 3 clusters Score -182954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -182955.953125 Penalty: 780.195129
	Iteration 41Q: 3 clusters Score -182956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -182957.859375 Penalty: 780.195129
	Iteration 42Q: 3 clusters Score -182957.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -182960.453125 Penalty: 780.195129
	Iteration 43Q: 3 clusters Score -182960.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -182963.875000 Penalty: 780.195129
	Iteration 44Q: 3 clusters Score -182963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -182966.187500 Penalty: 780.195129
	Iteration 45Q: 3 clusters Score -182966.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -182970.656250 Penalty: 780.195129
	Iteration 46Q: 3 clusters Score -182970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -182977.343750 Penalty: 780.195129
	Iteration 47Q: 3 clusters Score -182977.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -182985.406250 Penalty: 780.195129
	Iteration 48Q: 3 clusters Score -182985.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -182991.156250 Penalty: 780.195129
	Iteration 49Q: 3 clusters Score -182991.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -182994.515625 Penalty: 780.195129
	Iteration 50Q: 3 clusters Score -182994.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -182997.937500 Penalty: 780.195129
	Iteration 51Q: 3 clusters Score -182997.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -183004.234375 Penalty: 780.195129
	Iteration 52Q: 3 clusters Score -183004.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -183010.390625 Penalty: 780.195129
	Iteration 53Q: 3 clusters Score -183010.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -183018.765625 Penalty: 780.195129
	Iteration 54Q: 3 clusters Score -183018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -183023.593750 Penalty: 780.195129
	Iteration 55Q: 3 clusters Score -183023.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -183028.515625 Penalty: 780.195129
	Iteration 56Q: 3 clusters Score -183028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -183034.406250 Penalty: 780.195129
	Iteration 57Q: 3 clusters Score -183034.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -183037.859375 Penalty: 780.195129
	Iteration 58Q: 3 clusters Score -183037.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -183039.281250 Penalty: 780.195129
	Iteration 59Q: 3 clusters Score -183039.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -183043.125000 Penalty: 780.195129
	Iteration 60F: 3 clusters Score -183043.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -183047.000000 Penalty: 780.195129
	Iteration 61Q: 3 clusters Score -183047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -183051.218750 Penalty: 780.195129
	Iteration 62Q: 3 clusters Score -183051.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -183054.671875 Penalty: 780.195129
	Iteration 63Q: 3 clusters Score -183054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -183057.484375 Penalty: 780.195129
	Iteration 64Q: 3 clusters Score -183057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -183059.750000 Penalty: 780.195129
	Iteration 65Q: 3 clusters Score -183059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -183064.656250 Penalty: 780.195129
	Iteration 66Q: 3 clusters Score -183064.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -183067.265625 Penalty: 780.195129
	Iteration 67Q: 3 clusters Score -183067.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -183068.765625 Penalty: 780.195129
	Iteration 68Q: 3 clusters Score -183068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -183069.218750 Penalty: 780.195129
	Iteration 69Q: 3 clusters Score -183069.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -183070.375000 Penalty: 780.195129
	Iteration 70Q: 3 clusters Score -183070.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -183070.671875 Penalty: 780.195129
	Iteration 71Q: 3 clusters Score -183070.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -183070.671875 Penalty: 780.195129
	Iteration 72F: 3 clusters Score -183070.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Entering Unmasked Estep 
Score: -501428.875000 Penalty: 439.423126
	Iteration 0F: 2 clusters Score -501428.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -490992.312500 Penalty: 878.846252
	Iteration 0F: 3 clusters Score -490992.3 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -495312.281250 Penalty: 878.846252
	Iteration 1F: 3 clusters Score -495312.3 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -495852.218750 Penalty: 878.846252
	Iteration 2F: 3 clusters Score -495852.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -496650.406250 Penalty: 878.846252
	Iteration 3F: 3 clusters Score -496650.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -497736.281250 Penalty: 878.846252
	Iteration 4F: 3 clusters Score -497736.3 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -498724.968750 Penalty: 878.846252
	Iteration 5F: 3 clusters Score -498725 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -499409.062500 Penalty: 878.846252
	Iteration 6Q: 3 clusters Score -499409.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -499842.812500 Penalty: 878.846252
	Iteration 7Q: 3 clusters Score -499842.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -500118.187500 Penalty: 878.846252
	Iteration 8Q: 3 clusters Score -500118.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -500333.531250 Penalty: 878.846252
	Iteration 9Q: 3 clusters Score -500333.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -500475.781250 Penalty: 878.846252
	Iteration 10Q: 3 clusters Score -500475.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -500595.125000 Penalty: 878.846252
	Iteration 11Q: 3 clusters Score -500595.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -500675.750000 Penalty: 878.846252
	Iteration 12Q: 3 clusters Score -500675.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -500720.000000 Penalty: 878.846252
	Iteration 13Q: 3 clusters Score -500720 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -500764.312500 Penalty: 878.846252
	Iteration 14Q: 3 clusters Score -500764.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -500811.781250 Penalty: 878.846252
	Iteration 15Q: 3 clusters Score -500811.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -500855.625000 Penalty: 878.846252
	Iteration 16Q: 3 clusters Score -500855.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -500896.687500 Penalty: 878.846252
	Iteration 17Q: 3 clusters Score -500896.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -500931.656250 Penalty: 878.846252
	Iteration 18Q: 3 clusters Score -500931.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -500958.343750 Penalty: 878.846252
	Iteration 19Q: 3 clusters Score -500958.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -500977.437500 Penalty: 878.846252
	Iteration 20F: 3 clusters Score -500977.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -500992.062500 Penalty: 878.846252
	Iteration 21Q: 3 clusters Score -500992.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -501004.718750 Penalty: 878.846252
	Iteration 22Q: 3 clusters Score -501004.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -501011.218750 Penalty: 878.846252
	Iteration 23Q: 3 clusters Score -501011.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -501016.750000 Penalty: 878.846252
	Iteration 24Q: 3 clusters Score -501016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -501024.281250 Penalty: 878.846252
	Iteration 25Q: 3 clusters Score -501024.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -501032.531250 Penalty: 878.846252
	Iteration 26Q: 3 clusters Score -501032.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -501038.875000 Penalty: 878.846252
	Iteration 27Q: 3 clusters Score -501038.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -501045.812500 Penalty: 878.846252
	Iteration 28Q: 3 clusters Score -501045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -501053.187500 Penalty: 878.846252
	Iteration 29Q: 3 clusters Score -501053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -501059.187500 Penalty: 878.846252
	Iteration 30Q: 3 clusters Score -501059.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -501065.031250 Penalty: 878.846252
	Iteration 31Q: 3 clusters Score -501065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -501068.750000 Penalty: 878.846252
	Iteration 32Q: 3 clusters Score -501068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -501073.937500 Penalty: 878.846252
	Iteration 33Q: 3 clusters Score -501073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -501076.031250 Penalty: 878.846252
	Iteration 34Q: 3 clusters Score -501076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -501079.968750 Penalty: 878.846252
	Iteration 35Q: 3 clusters Score -501080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -501084.468750 Penalty: 878.846252
	Iteration 36Q: 3 clusters Score -501084.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -501088.750000 Penalty: 878.846252
	Iteration 37Q: 3 clusters Score -501088.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -501091.562500 Penalty: 878.846252
	Iteration 38Q: 3 clusters Score -501091.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -501093.500000 Penalty: 878.846252
	Iteration 39Q: 3 clusters Score -501093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -501094.687500 Penalty: 878.846252
	Iteration 40F: 3 clusters Score -501094.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -501096.687500 Penalty: 878.846252
	Iteration 41Q: 3 clusters Score -501096.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -501097.812500 Penalty: 878.846252
	Iteration 42Q: 3 clusters Score -501097.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -501100.687500 Penalty: 878.846252
	Iteration 43Q: 3 clusters Score -501100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -501103.718750 Penalty: 878.846252
	Iteration 44Q: 3 clusters Score -501103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -501110.406250 Penalty: 878.846252
	Iteration 45Q: 3 clusters Score -501110.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -501115.750000 Penalty: 878.846252
	Iteration 46Q: 3 clusters Score -501115.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -501116.031250 Penalty: 878.846252
	Iteration 47Q: 3 clusters Score -501116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -501116.031250 Penalty: 878.846252
	Iteration 48F: 3 clusters Score -501116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Entering Unmasked Estep 
Score: -1408926.500000 Penalty: 486.631134
	Iteration 0F: 2 clusters Score -1408926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -1379137.875000 Penalty: 973.262268
	Iteration 0F: 3 clusters Score -1379138 nChanged 21421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -1391779.250000 Penalty: 973.262268
	Iteration 1F: 3 clusters Score -1391779 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -1392357.000000 Penalty: 973.262268
	Iteration 2Q: 3 clusters Score -1392357 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -1393302.750000 Penalty: 973.262268
	Iteration 3Q: 3 clusters Score -1393303 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -1394957.625000 Penalty: 973.262268
	Iteration 4F: 3 clusters Score -1394958 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 27878 members 
Entering Unmasked Estep 
Score: -1397548.500000 Penalty: 973.262268
	Iteration 5F: 3 clusters Score -1397548 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -1400565.375000 Penalty: 973.262268
	Iteration 6F: 3 clusters Score -1400565 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -1402406.125000 Penalty: 973.262268
	Iteration 7F: 3 clusters Score -1402406 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -1403167.375000 Penalty: 973.262268
	Iteration 8Q: 3 clusters Score -1403167 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -1403583.375000 Penalty: 973.262268
	Iteration 9Q: 3 clusters Score -1403583 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -1403926.375000 Penalty: 973.262268
	Iteration 10Q: 3 clusters Score -1403926 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 33072 members 
Entering Unmasked Estep 
Score: -1404253.000000 Penalty: 973.262268
	Iteration 11Q: 3 clusters Score -1404253 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -1404573.125000 Penalty: 973.262268
	Iteration 12Q: 3 clusters Score -1404573 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -1404916.375000 Penalty: 973.262268
	Iteration 13Q: 3 clusters Score -1404916 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -1405242.625000 Penalty: 973.262268
	Iteration 14Q: 3 clusters Score -1405243 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -1405532.000000 Penalty: 973.262268
	Iteration 15Q: 3 clusters Score -1405532 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -1405836.875000 Penalty: 973.262268
	Iteration 16Q: 3 clusters Score -1405837 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 37012 members 
Entering Unmasked Estep 
Score: -1406135.750000 Penalty: 973.262268
	Iteration 17Q: 3 clusters Score -1406136 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -1406399.500000 Penalty: 973.262268
	Iteration 18Q: 3 clusters Score -1406400 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -1406622.875000 Penalty: 973.262268
	Iteration 19Q: 3 clusters Score -1406623 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -1406823.250000 Penalty: 973.262268
	Iteration 20F: 3 clusters Score -1406823 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -1407032.125000 Penalty: 973.262268
	Iteration 21Q: 3 clusters Score -1407032 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -1407207.875000 Penalty: 973.262268
	Iteration 22Q: 3 clusters Score -1407208 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -1407338.750000 Penalty: 973.262268
	Iteration 23Q: 3 clusters Score -1407339 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 40312 members 
Entering Unmasked Estep 
Score: -1407470.000000 Penalty: 973.262268
	Iteration 24Q: 3 clusters Score -1407470 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -1407609.125000 Penalty: 973.262268
	Iteration 25Q: 3 clusters Score -1407609 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 41011 members 
Entering Unmasked Estep 
Score: -1407731.125000 Penalty: 973.262268
	Iteration 26Q: 3 clusters Score -1407731 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -1407833.500000 Penalty: 973.262268
	Iteration 27Q: 3 clusters Score -1407834 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -1407915.375000 Penalty: 973.262268
	Iteration 28Q: 3 clusters Score -1407915 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -1407978.500000 Penalty: 973.262268
	Iteration 29Q: 3 clusters Score -1407978 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -1408039.500000 Penalty: 973.262268
	Iteration 30Q: 3 clusters Score -1408040 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -1408097.125000 Penalty: 973.262268
	Iteration 31Q: 3 clusters Score -1408097 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -1408151.500000 Penalty: 973.262268
	Iteration 32Q: 3 clusters Score -1408152 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -1408206.375000 Penalty: 973.262268
	Iteration 33Q: 3 clusters Score -1408206 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -1408255.000000 Penalty: 973.262268
	Iteration 34Q: 3 clusters Score -1408255 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -1408298.625000 Penalty: 973.262268
	Iteration 35Q: 3 clusters Score -1408299 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -1408336.500000 Penalty: 973.262268
	Iteration 36Q: 3 clusters Score -1408336 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -1408362.375000 Penalty: 973.262268
	Iteration 37Q: 3 clusters Score -1408362 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -1408400.625000 Penalty: 973.262268
	Iteration 38Q: 3 clusters Score -1408401 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -1408430.500000 Penalty: 973.262268
	Iteration 39Q: 3 clusters Score -1408430 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -1408445.125000 Penalty: 973.262268
	Iteration 40F: 3 clusters Score -1408445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -1408465.875000 Penalty: 973.262268
	Iteration 41Q: 3 clusters Score -1408466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -1408481.250000 Penalty: 973.262268
	Iteration 42Q: 3 clusters Score -1408481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -1408488.000000 Penalty: 973.262268
	Iteration 43Q: 3 clusters Score -1408488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -1408501.250000 Penalty: 973.262268
	Iteration 44Q: 3 clusters Score -1408501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -1408513.625000 Penalty: 973.262268
	Iteration 45Q: 3 clusters Score -1408514 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -1408527.500000 Penalty: 973.262268
	Iteration 46Q: 3 clusters Score -1408528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -1408531.250000 Penalty: 973.262268
	Iteration 47Q: 3 clusters Score -1408531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -1408534.500000 Penalty: 973.262268
	Iteration 48Q: 3 clusters Score -1408534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -1408539.125000 Penalty: 973.262268
	Iteration 49Q: 3 clusters Score -1408539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -1408538.125000 Penalty: 973.262268
	Iteration 50Q: 3 clusters Score -1408538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 43620 members 
Entering Unmasked Estep 
Score: -1408538.375000 Penalty: 973.262268
	Iteration 51Q: 3 clusters Score -1408538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 43630 members 
Entering Unmasked Estep 
Score: -1408542.375000 Penalty: 973.262268
	Iteration 52Q: 3 clusters Score -1408542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -1408544.500000 Penalty: 973.262268
	Iteration 53Q: 3 clusters Score -1408544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -1408545.125000 Penalty: 973.262268
	Iteration 54Q: 3 clusters Score -1408545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -1408544.875000 Penalty: 973.262268
	Iteration 55Q: 3 clusters Score -1408545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -1408544.125000 Penalty: 973.262268
	Iteration 56Q: 3 clusters Score -1408544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -1408543.125000 Penalty: 973.262268
	Iteration 57Q: 3 clusters Score -1408543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -1408543.250000 Penalty: 973.262268
	Iteration 58Q: 3 clusters Score -1408543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -1408545.500000 Penalty: 973.262268
	Iteration 59Q: 3 clusters Score -1408546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -1408545.875000 Penalty: 973.262268
	Iteration 60F: 3 clusters Score -1408546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Entering Unmasked Estep 
Score: -77757.101562 Penalty: 353.468262
	Iteration 0F: 2 clusters Score -77757.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -76078.414062 Penalty: 706.936523
	Iteration 0F: 3 clusters Score -76078.41 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -76704.242188 Penalty: 706.936523
	Iteration 1F: 3 clusters Score -76704.24 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -76817.984375 Penalty: 706.936523
	Iteration 2F: 3 clusters Score -76817.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -76916.648438 Penalty: 706.936523
	Iteration 3F: 3 clusters Score -76916.65 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -77008.351562 Penalty: 706.936523
	Iteration 4Q: 3 clusters Score -77008.35 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -77084.492188 Penalty: 706.936523
	Iteration 5Q: 3 clusters Score -77084.49 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -77161.054688 Penalty: 706.936523
	Iteration 6Q: 3 clusters Score -77161.05 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -77225.039062 Penalty: 706.936523
	Iteration 7Q: 3 clusters Score -77225.04 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -77274.359375 Penalty: 706.936523
	Iteration 8Q: 3 clusters Score -77274.36 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -77314.984375 Penalty: 706.936523
	Iteration 9Q: 3 clusters Score -77314.98 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -77342.273438 Penalty: 706.936523
	Iteration 10Q: 3 clusters Score -77342.27 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -77369.007812 Penalty: 706.936523
	Iteration 11Q: 3 clusters Score -77369.01 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -77395.664062 Penalty: 706.936523
	Iteration 12Q: 3 clusters Score -77395.66 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -77424.695312 Penalty: 706.936523
	Iteration 13Q: 3 clusters Score -77424.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -77448.500000 Penalty: 706.936523
	Iteration 14Q: 3 clusters Score -77448.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -77459.250000 Penalty: 706.936523
	Iteration 15Q: 3 clusters Score -77459.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -77471.671875 Penalty: 706.936523
	Iteration 16Q: 3 clusters Score -77471.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -77477.617188 Penalty: 706.936523
	Iteration 17Q: 3 clusters Score -77477.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77481.867188 Penalty: 706.936523
	Iteration 18Q: 3 clusters Score -77481.87 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -77488.312500 Penalty: 706.936523
	Iteration 19Q: 3 clusters Score -77488.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -77493.593750 Penalty: 706.936523
	Iteration 20F: 3 clusters Score -77493.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -77496.546875 Penalty: 706.936523
	Iteration 21Q: 3 clusters Score -77496.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -77499.070312 Penalty: 706.936523
	Iteration 22Q: 3 clusters Score -77499.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77499.921875 Penalty: 706.936523
	Iteration 23Q: 3 clusters Score -77499.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -77501.257812 Penalty: 706.936523
	Iteration 24Q: 3 clusters Score -77501.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -77503.351562 Penalty: 706.936523
	Iteration 25Q: 3 clusters Score -77503.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -77505.062500 Penalty: 706.936523
	Iteration 26Q: 3 clusters Score -77505.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -77506.226562 Penalty: 706.936523
	Iteration 27Q: 3 clusters Score -77506.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -77507.984375 Penalty: 706.936523
	Iteration 28Q: 3 clusters Score -77507.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -77509.703125 Penalty: 706.936523
	Iteration 29Q: 3 clusters Score -77509.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77511.687500 Penalty: 706.936523
	Iteration 30Q: 3 clusters Score -77511.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -77513.890625 Penalty: 706.936523
	Iteration 31Q: 3 clusters Score -77513.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -77516.476562 Penalty: 706.936523
	Iteration 32Q: 3 clusters Score -77516.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77518.390625 Penalty: 706.936523
	Iteration 33Q: 3 clusters Score -77518.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77519.835938 Penalty: 706.936523
	Iteration 34Q: 3 clusters Score -77519.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -77520.507812 Penalty: 706.936523
	Iteration 35Q: 3 clusters Score -77520.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -77521.242188 Penalty: 706.936523
	Iteration 36Q: 3 clusters Score -77521.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -77521.398438 Penalty: 706.936523
	Iteration 37Q: 3 clusters Score -77521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -77521.867188 Penalty: 706.936523
	Iteration 38Q: 3 clusters Score -77521.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -77522.085938 Penalty: 706.936523
	Iteration 39Q: 3 clusters Score -77522.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -77522.976562 Penalty: 706.936523
	Iteration 40F: 3 clusters Score -77522.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -77523.570312 Penalty: 706.936523
	Iteration 41Q: 3 clusters Score -77523.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -77524.218750 Penalty: 706.936523
	Iteration 42Q: 3 clusters Score -77524.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -77524.492188 Penalty: 706.936523
	Iteration 43Q: 3 clusters Score -77524.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77524.921875 Penalty: 706.936523
	Iteration 44Q: 3 clusters Score -77524.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -77524.921875 Penalty: 706.936523
	Iteration 45F: 3 clusters Score -77524.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (13106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Entering Unmasked Estep 
Score: -376358.375000 Penalty: 431.377563
	Iteration 0F: 2 clusters Score -376358.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -367642.500000 Penalty: 862.755127
	Iteration 0F: 3 clusters Score -367642.5 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -371349.218750 Penalty: 862.755127
	Iteration 1F: 3 clusters Score -371349.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -371619.718750 Penalty: 862.755127
	Iteration 2F: 3 clusters Score -371619.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -371951.375000 Penalty: 862.755127
	Iteration 3F: 3 clusters Score -371951.4 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -372386.437500 Penalty: 862.755127
	Iteration 4F: 3 clusters Score -372386.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -372964.687500 Penalty: 862.755127
	Iteration 5F: 3 clusters Score -372964.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -373584.781250 Penalty: 862.755127
	Iteration 6F: 3 clusters Score -373584.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -374069.500000 Penalty: 862.755127
	Iteration 7F: 3 clusters Score -374069.5 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -374390.750000 Penalty: 862.755127
	Iteration 8Q: 3 clusters Score -374390.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -374582.031250 Penalty: 862.755127
	Iteration 9Q: 3 clusters Score -374582 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -374717.687500 Penalty: 862.755127
	Iteration 10Q: 3 clusters Score -374717.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -374827.375000 Penalty: 862.755127
	Iteration 11Q: 3 clusters Score -374827.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -374935.500000 Penalty: 862.755127
	Iteration 12Q: 3 clusters Score -374935.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -375074.906250 Penalty: 862.755127
	Iteration 13Q: 3 clusters Score -375074.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -375237.531250 Penalty: 862.755127
	Iteration 14Q: 3 clusters Score -375237.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -375417.375000 Penalty: 862.755127
	Iteration 15Q: 3 clusters Score -375417.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -375602.031250 Penalty: 862.755127
	Iteration 16Q: 3 clusters Score -375602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -375714.750000 Penalty: 862.755127
	Iteration 17Q: 3 clusters Score -375714.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -375791.468750 Penalty: 862.755127
	Iteration 18Q: 3 clusters Score -375791.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -375857.406250 Penalty: 862.755127
	Iteration 19Q: 3 clusters Score -375857.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -375907.406250 Penalty: 862.755127
	Iteration 20F: 3 clusters Score -375907.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -375939.062500 Penalty: 862.755127
	Iteration 21Q: 3 clusters Score -375939.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -375965.250000 Penalty: 862.755127
	Iteration 22Q: 3 clusters Score -375965.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -375987.156250 Penalty: 862.755127
	Iteration 23Q: 3 clusters Score -375987.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -376007.781250 Penalty: 862.755127
	Iteration 24Q: 3 clusters Score -376007.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -376024.812500 Penalty: 862.755127
	Iteration 25Q: 3 clusters Score -376024.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -376039.906250 Penalty: 862.755127
	Iteration 26Q: 3 clusters Score -376039.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -376052.250000 Penalty: 862.755127
	Iteration 27Q: 3 clusters Score -376052.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -376062.218750 Penalty: 862.755127
	Iteration 28Q: 3 clusters Score -376062.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -376074.093750 Penalty: 862.755127
	Iteration 29Q: 3 clusters Score -376074.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -376083.687500 Penalty: 862.755127
	Iteration 30Q: 3 clusters Score -376083.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -376094.656250 Penalty: 862.755127
	Iteration 31Q: 3 clusters Score -376094.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -376104.468750 Penalty: 862.755127
	Iteration 32Q: 3 clusters Score -376104.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -376115.031250 Penalty: 862.755127
	Iteration 33Q: 3 clusters Score -376115 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -376125.656250 Penalty: 862.755127
	Iteration 34Q: 3 clusters Score -376125.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -376136.062500 Penalty: 862.755127
	Iteration 35Q: 3 clusters Score -376136.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -376145.218750 Penalty: 862.755127
	Iteration 36Q: 3 clusters Score -376145.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -376158.437500 Penalty: 862.755127
	Iteration 37Q: 3 clusters Score -376158.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -376168.218750 Penalty: 862.755127
	Iteration 38Q: 3 clusters Score -376168.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -376179.031250 Penalty: 862.755127
	Iteration 39Q: 3 clusters Score -376179 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -376181.687500 Penalty: 862.755127
	Iteration 40F: 3 clusters Score -376181.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -376185.937500 Penalty: 862.755127
	Iteration 41Q: 3 clusters Score -376185.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -376190.437500 Penalty: 862.755127
	Iteration 42Q: 3 clusters Score -376190.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -376194.687500 Penalty: 862.755127
	Iteration 43Q: 3 clusters Score -376194.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -376197.437500 Penalty: 862.755127
	Iteration 44Q: 3 clusters Score -376197.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -376201.687500 Penalty: 862.755127
	Iteration 45Q: 3 clusters Score -376201.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -376202.625000 Penalty: 862.755127
	Iteration 46Q: 3 clusters Score -376202.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -376205.687500 Penalty: 862.755127
	Iteration 47Q: 3 clusters Score -376205.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -376208.781250 Penalty: 862.755127
	Iteration 48Q: 3 clusters Score -376208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -376212.093750 Penalty: 862.755127
	Iteration 49Q: 3 clusters Score -376212.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -376213.781250 Penalty: 862.755127
	Iteration 50Q: 3 clusters Score -376213.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -376216.531250 Penalty: 862.755127
	Iteration 51Q: 3 clusters Score -376216.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -376217.281250 Penalty: 862.755127
	Iteration 52Q: 3 clusters Score -376217.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -376220.375000 Penalty: 862.755127
	Iteration 53Q: 3 clusters Score -376220.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -376222.375000 Penalty: 862.755127
	Iteration 54Q: 3 clusters Score -376222.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -376225.031250 Penalty: 862.755127
	Iteration 55Q: 3 clusters Score -376225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -376226.781250 Penalty: 862.755127
	Iteration 56Q: 3 clusters Score -376226.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -376227.656250 Penalty: 862.755127
	Iteration 57Q: 3 clusters Score -376227.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -376231.375000 Penalty: 862.755127
	Iteration 58Q: 3 clusters Score -376231.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -376236.281250 Penalty: 862.755127
	Iteration 59Q: 3 clusters Score -376236.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -376237.406250 Penalty: 862.755127
	Iteration 60F: 3 clusters Score -376237.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -376239.843750 Penalty: 862.755127
	Iteration 61Q: 3 clusters Score -376239.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -376240.812500 Penalty: 862.755127
	Iteration 62Q: 3 clusters Score -376240.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -376242.718750 Penalty: 862.755127
	Iteration 63Q: 3 clusters Score -376242.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -376245.750000 Penalty: 862.755127
	Iteration 64Q: 3 clusters Score -376245.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -376248.281250 Penalty: 862.755127
	Iteration 65Q: 3 clusters Score -376248.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -376250.125000 Penalty: 862.755127
	Iteration 66Q: 3 clusters Score -376250.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -376251.843750 Penalty: 862.755127
	Iteration 67Q: 3 clusters Score -376251.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -376252.218750 Penalty: 862.755127
	Iteration 68Q: 3 clusters Score -376252.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -376253.937500 Penalty: 862.755127
	Iteration 69Q: 3 clusters Score -376253.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -376256.812500 Penalty: 862.755127
	Iteration 70Q: 3 clusters Score -376256.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -376258.093750 Penalty: 862.755127
	Iteration 71Q: 3 clusters Score -376258.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -376262.875000 Penalty: 862.755127
	Iteration 72Q: 3 clusters Score -376262.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -376264.968750 Penalty: 862.755127
	Iteration 73Q: 3 clusters Score -376265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -376265.250000 Penalty: 862.755127
	Iteration 74Q: 3 clusters Score -376265.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -376265.375000 Penalty: 862.755127
	Iteration 75Q: 3 clusters Score -376265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -376266.531250 Penalty: 862.755127
	Iteration 76Q: 3 clusters Score -376266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -376267.937500 Penalty: 862.755127
	Iteration 77Q: 3 clusters Score -376267.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -376269.593750 Penalty: 862.755127
	Iteration 78Q: 3 clusters Score -376269.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -376270.031250 Penalty: 862.755127
	Iteration 79Q: 3 clusters Score -376270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -376272.062500 Penalty: 862.755127
	Iteration 80F: 3 clusters Score -376272.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -376272.218750 Penalty: 862.755127
	Iteration 81Q: 3 clusters Score -376272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -376272.375000 Penalty: 862.755127
	Iteration 82Q: 3 clusters Score -376272.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -376272.531250 Penalty: 862.755127
	Iteration 83Q: 3 clusters Score -376272.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -376272.750000 Penalty: 862.755127
	Iteration 84Q: 3 clusters Score -376272.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -376272.656250 Penalty: 862.755127
	Iteration 85Q: 3 clusters Score -376272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -376273.562500 Penalty: 862.755127
	Iteration 86Q: 3 clusters Score -376273.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -376273.250000 Penalty: 862.755127
	Iteration 87Q: 3 clusters Score -376273.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -376273.437500 Penalty: 862.755127
	Iteration 88Q: 3 clusters Score -376273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -376272.968750 Penalty: 862.755127
	Iteration 89Q: 3 clusters Score -376273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -376273.125000 Penalty: 862.755127
	Iteration 90Q: 3 clusters Score -376273.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -376274.093750 Penalty: 862.755127
	Iteration 91Q: 3 clusters Score -376274.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -376274.156250 Penalty: 862.755127
	Iteration 92Q: 3 clusters Score -376274.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -376274.250000 Penalty: 862.755127
	Iteration 93Q: 3 clusters Score -376274.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -376274.250000 Penalty: 862.755127
	Iteration 94F: 3 clusters Score -376274.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Entering Unmasked Estep 
Score: -773506.250000 Penalty: 459.146332
	Iteration 0F: 2 clusters Score -773506.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -757220.437500 Penalty: 918.292664
	Iteration 0F: 3 clusters Score -757220.4 nChanged 11567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -764015.875000 Penalty: 918.292664
	Iteration 1F: 3 clusters Score -764015.9 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -764857.187500 Penalty: 918.292664
	Iteration 2F: 3 clusters Score -764857.2 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -766475.687500 Penalty: 918.292664
	Iteration 3F: 3 clusters Score -766475.7 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -768738.812500 Penalty: 918.292664
	Iteration 4F: 3 clusters Score -768738.8 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -771022.937500 Penalty: 918.292664
	Iteration 5F: 3 clusters Score -771022.9 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -772453.562500 Penalty: 918.292664
	Iteration 6Q: 3 clusters Score -772453.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -772990.125000 Penalty: 918.292664
	Iteration 7Q: 3 clusters Score -772990.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -773158.187500 Penalty: 918.292664
	Iteration 8Q: 3 clusters Score -773158.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -773217.625000 Penalty: 918.292664
	Iteration 9Q: 3 clusters Score -773217.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -773255.500000 Penalty: 918.292664
	Iteration 10Q: 3 clusters Score -773255.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -773275.500000 Penalty: 918.292664
	Iteration 11Q: 3 clusters Score -773275.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -773286.500000 Penalty: 918.292664
	Iteration 12Q: 3 clusters Score -773286.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -773294.937500 Penalty: 918.292664
	Iteration 13Q: 3 clusters Score -773294.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -773299.000000 Penalty: 918.292664
	Iteration 14Q: 3 clusters Score -773299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -773301.937500 Penalty: 918.292664
	Iteration 15Q: 3 clusters Score -773301.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -773304.625000 Penalty: 918.292664
	Iteration 16Q: 3 clusters Score -773304.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -773303.562500 Penalty: 918.292664
	Iteration 17Q: 3 clusters Score -773303.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -773307.250000 Penalty: 918.292664
	Iteration 18Q: 3 clusters Score -773307.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -773307.437500 Penalty: 918.292664
	Iteration 19Q: 3 clusters Score -773307.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -773308.187500 Penalty: 918.292664
	Iteration 20F: 3 clusters Score -773308.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -773308.000000 Penalty: 918.292664
	Iteration 21Q: 3 clusters Score -773308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -773311.312500 Penalty: 918.292664
	Iteration 22Q: 3 clusters Score -773311.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -773315.937500 Penalty: 918.292664
	Iteration 23Q: 3 clusters Score -773315.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -773316.062500 Penalty: 918.292664
	Iteration 24Q: 3 clusters Score -773316.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -773319.312500 Penalty: 918.292664
	Iteration 25Q: 3 clusters Score -773319.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -773320.937500 Penalty: 918.292664
	Iteration 26Q: 3 clusters Score -773320.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -773319.562500 Penalty: 918.292664
	Iteration 27Q: 3 clusters Score -773319.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -773320.187500 Penalty: 918.292664
	Iteration 28Q: 3 clusters Score -773320.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -773321.625000 Penalty: 918.292664
	Iteration 29Q: 3 clusters Score -773321.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -773322.750000 Penalty: 918.292664
	Iteration 30Q: 3 clusters Score -773322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -773323.562500 Penalty: 918.292664
	Iteration 31Q: 3 clusters Score -773323.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -773323.000000 Penalty: 918.292664
	Iteration 32Q: 3 clusters Score -773323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -773325.062500 Penalty: 918.292664
	Iteration 33Q: 3 clusters Score -773325.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -773324.187500 Penalty: 918.292664
	Iteration 34Q: 3 clusters Score -773324.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -773323.625000 Penalty: 918.292664
	Iteration 35Q: 3 clusters Score -773323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -773323.125000 Penalty: 918.292664
	Iteration 36Q: 3 clusters Score -773323.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -773324.625000 Penalty: 918.292664
	Iteration 37Q: 3 clusters Score -773324.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -773326.687500 Penalty: 918.292664
	Iteration 38Q: 3 clusters Score -773326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -773325.687500 Penalty: 918.292664
	Iteration 39Q: 3 clusters Score -773325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -773324.937500 Penalty: 918.292664
	Iteration 40F: 3 clusters Score -773324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Entering Unmasked Estep 
Score: -41836.843750 Penalty: 334.855774
	Iteration 0F: 2 clusters Score -41836.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -40655.632812 Penalty: 669.711548
	Iteration 0F: 3 clusters Score -40655.63 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -41034.835938 Penalty: 669.711548
	Iteration 1F: 3 clusters Score -41034.84 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -41116.281250 Penalty: 669.711548
	Iteration 2F: 3 clusters Score -41116.28 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -41194.765625 Penalty: 669.711548
	Iteration 3F: 3 clusters Score -41194.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -41293.222656 Penalty: 669.711548
	Iteration 4Q: 3 clusters Score -41293.22 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -41364.484375 Penalty: 669.711548
	Iteration 5F: 3 clusters Score -41364.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -41427.484375 Penalty: 669.711548
	Iteration 6F: 3 clusters Score -41427.48 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -41475.820312 Penalty: 669.711548
	Iteration 7Q: 3 clusters Score -41475.82 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -41512.292969 Penalty: 669.711548
	Iteration 8Q: 3 clusters Score -41512.29 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -41554.421875 Penalty: 669.711548
	Iteration 9Q: 3 clusters Score -41554.42 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -41589.730469 Penalty: 669.711548
	Iteration 10Q: 3 clusters Score -41589.73 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -41625.710938 Penalty: 669.711548
	Iteration 11Q: 3 clusters Score -41625.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -41660.019531 Penalty: 669.711548
	Iteration 12Q: 3 clusters Score -41660.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -41688.652344 Penalty: 669.711548
	Iteration 13Q: 3 clusters Score -41688.65 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -41708.316406 Penalty: 669.711548
	Iteration 14Q: 3 clusters Score -41708.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -41719.855469 Penalty: 669.711548
	Iteration 15Q: 3 clusters Score -41719.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -41723.402344 Penalty: 669.711548
	Iteration 16Q: 3 clusters Score -41723.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -41727.445312 Penalty: 669.711548
	Iteration 17Q: 3 clusters Score -41727.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -41730.601562 Penalty: 669.711548
	Iteration 18Q: 3 clusters Score -41730.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -41731.359375 Penalty: 669.711548
	Iteration 19Q: 3 clusters Score -41731.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -41733.675781 Penalty: 669.711548
	Iteration 20F: 3 clusters Score -41733.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -41734.148438 Penalty: 669.711548
	Iteration 21Q: 3 clusters Score -41734.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -41734.148438 Penalty: 669.711548
	Iteration 22F: 3 clusters Score -41734.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -34015.511719 Penalty: 316.131134
	Iteration 0F: 2 clusters Score -34015.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -33160.796875 Penalty: 632.262268
	Iteration 0F: 3 clusters Score -33160.8 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -33402.304688 Penalty: 632.262268
	Iteration 1F: 3 clusters Score -33402.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -33451.097656 Penalty: 632.262268
	Iteration 2F: 3 clusters Score -33451.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -33478.296875 Penalty: 632.262268
	Iteration 3Q: 3 clusters Score -33478.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -33493.945312 Penalty: 632.262268
	Iteration 4Q: 3 clusters Score -33493.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -33507.250000 Penalty: 632.262268
	Iteration 5Q: 3 clusters Score -33507.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -33520.191406 Penalty: 632.262268
	Iteration 6Q: 3 clusters Score -33520.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -33525.746094 Penalty: 632.262268
	Iteration 7Q: 3 clusters Score -33525.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -33529.722656 Penalty: 632.262268
	Iteration 8Q: 3 clusters Score -33529.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -33535.214844 Penalty: 632.262268
	Iteration 9Q: 3 clusters Score -33535.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -33540.832031 Penalty: 632.262268
	Iteration 10Q: 3 clusters Score -33540.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33547.257812 Penalty: 632.262268
	Iteration 11Q: 3 clusters Score -33547.26 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -33555.316406 Penalty: 632.262268
	Iteration 12Q: 3 clusters Score -33555.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -33562.566406 Penalty: 632.262268
	Iteration 13Q: 3 clusters Score -33562.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33568.753906 Penalty: 632.262268
	Iteration 14Q: 3 clusters Score -33568.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -33575.890625 Penalty: 632.262268
	Iteration 15Q: 3 clusters Score -33575.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -33583.000000 Penalty: 632.262268
	Iteration 16Q: 3 clusters Score -33583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -33589.343750 Penalty: 632.262268
	Iteration 17Q: 3 clusters Score -33589.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -33598.136719 Penalty: 632.262268
	Iteration 18Q: 3 clusters Score -33598.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -33604.390625 Penalty: 632.262268
	Iteration 19Q: 3 clusters Score -33604.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -33608.628906 Penalty: 632.262268
	Iteration 20F: 3 clusters Score -33608.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33613.214844 Penalty: 632.262268
	Iteration 21Q: 3 clusters Score -33613.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -33615.257812 Penalty: 632.262268
	Iteration 22Q: 3 clusters Score -33615.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -33617.230469 Penalty: 632.262268
	Iteration 23Q: 3 clusters Score -33617.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -33619.910156 Penalty: 632.262268
	Iteration 24Q: 3 clusters Score -33619.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -33622.683594 Penalty: 632.262268
	Iteration 25Q: 3 clusters Score -33622.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -33624.070312 Penalty: 632.262268
	Iteration 26Q: 3 clusters Score -33624.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -33625.289062 Penalty: 632.262268
	Iteration 27Q: 3 clusters Score -33625.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -33625.882812 Penalty: 632.262268
	Iteration 28Q: 3 clusters Score -33625.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33625.968750 Penalty: 632.262268
	Iteration 29Q: 3 clusters Score -33625.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33625.968750 Penalty: 632.262268
	Iteration 30F: 3 clusters Score -33625.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Entering Unmasked Estep 
Score: -159280.906250 Penalty: 385.693848
	Iteration 0F: 2 clusters Score -159280.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -156044.296875 Penalty: 771.387695
	Iteration 0F: 3 clusters Score -156044.3 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -157233.109375 Penalty: 771.387695
	Iteration 1F: 3 clusters Score -157233.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -157409.390625 Penalty: 771.387695
	Iteration 2F: 3 clusters Score -157409.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -157627.000000 Penalty: 771.387695
	Iteration 3F: 3 clusters Score -157627 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -157927.140625 Penalty: 771.387695
	Iteration 4F: 3 clusters Score -157927.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -158233.859375 Penalty: 771.387695
	Iteration 5F: 3 clusters Score -158233.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -158483.265625 Penalty: 771.387695
	Iteration 6F: 3 clusters Score -158483.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -158669.531250 Penalty: 771.387695
	Iteration 7Q: 3 clusters Score -158669.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -158785.781250 Penalty: 771.387695
	Iteration 8Q: 3 clusters Score -158785.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -158849.468750 Penalty: 771.387695
	Iteration 9Q: 3 clusters Score -158849.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -158875.187500 Penalty: 771.387695
	Iteration 10Q: 3 clusters Score -158875.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -158890.546875 Penalty: 771.387695
	Iteration 11Q: 3 clusters Score -158890.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -158902.609375 Penalty: 771.387695
	Iteration 12Q: 3 clusters Score -158902.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -158908.421875 Penalty: 771.387695
	Iteration 13Q: 3 clusters Score -158908.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -158914.187500 Penalty: 771.387695
	Iteration 14Q: 3 clusters Score -158914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -158918.843750 Penalty: 771.387695
	Iteration 15Q: 3 clusters Score -158918.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -158926.609375 Penalty: 771.387695
	Iteration 16Q: 3 clusters Score -158926.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -158934.093750 Penalty: 771.387695
	Iteration 17Q: 3 clusters Score -158934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -158938.953125 Penalty: 771.387695
	Iteration 18Q: 3 clusters Score -158939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -158943.734375 Penalty: 771.387695
	Iteration 19Q: 3 clusters Score -158943.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -158947.312500 Penalty: 771.387695
	Iteration 20F: 3 clusters Score -158947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -158948.890625 Penalty: 771.387695
	Iteration 21Q: 3 clusters Score -158948.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -158949.171875 Penalty: 771.387695
	Iteration 22Q: 3 clusters Score -158949.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -158950.218750 Penalty: 771.387695
	Iteration 23Q: 3 clusters Score -158950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -158950.703125 Penalty: 771.387695
	Iteration 24Q: 3 clusters Score -158950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -158950.734375 Penalty: 771.387695
	Iteration 25Q: 3 clusters Score -158950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -158950.734375 Penalty: 771.387695
	Iteration 26F: 3 clusters Score -158950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362514 members 
Entering Unmasked Estep 
Score: -11450844.000000 Penalty: 582.437256
	Iteration 0F: 2 clusters Score -1.145084e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181420 members 
Mstep: Class 2 contains 181094 members 
Entering Unmasked Estep 
Score: -11204402.000000 Penalty: 1164.874512
	Iteration 0F: 3 clusters Score -1.12044e+07 nChanged 178757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189105 members 
Mstep: Class 2 contains 173409 members 
Entering Unmasked Estep 
Score: -11314491.000000 Penalty: 1164.874512
	Iteration 1F: 3 clusters Score -1.131449e+07 nChanged 11980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194545 members 
Mstep: Class 2 contains 167969 members 
Entering Unmasked Estep 
Score: -11317938.000000 Penalty: 1164.874512
	Iteration 2Q: 3 clusters Score -1.131794e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202948 members 
Mstep: Class 2 contains 159566 members 
Entering Unmasked Estep 
Score: -11323295.000000 Penalty: 1164.874512
	Iteration 3Q: 3 clusters Score -1.13233e+07 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214953 members 
Mstep: Class 2 contains 147561 members 
Entering Unmasked Estep 
Score: -11331326.000000 Penalty: 1164.874512
	Iteration 4Q: 3 clusters Score -1.133133e+07 nChanged 20810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230859 members 
Mstep: Class 2 contains 131655 members 
Entering Unmasked Estep 
Score: -11343649.000000 Penalty: 1164.874512
	Iteration 5F: 3 clusters Score -1.134365e+07 nChanged 23340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249441 members 
Mstep: Class 2 contains 113073 members 
Entering Unmasked Estep 
Score: -11360572.000000 Penalty: 1164.874512
	Iteration 6F: 3 clusters Score -1.136057e+07 nChanged 23668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268245 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -11380693.000000 Penalty: 1164.874512
	Iteration 7F: 3 clusters Score -1.138069e+07 nChanged 20370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283735 members 
Mstep: Class 2 contains 78779 members 
Entering Unmasked Estep 
Score: -11399916.000000 Penalty: 1164.874512
	Iteration 8F: 3 clusters Score -1.139992e+07 nChanged 15143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294198 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -11413593.000000 Penalty: 1164.874512
	Iteration 9Q: 3 clusters Score -1.141359e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301596 members 
Mstep: Class 2 contains 60918 members 
Entering Unmasked Estep 
Score: -11420626.000000 Penalty: 1164.874512
	Iteration 10Q: 3 clusters Score -1.142063e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307837 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -11424980.000000 Penalty: 1164.874512
	Iteration 11Q: 3 clusters Score -1.142498e+07 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313514 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -11428455.000000 Penalty: 1164.874512
	Iteration 12Q: 3 clusters Score -1.142846e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318589 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -11431593.000000 Penalty: 1164.874512
	Iteration 13Q: 3 clusters Score -1.143159e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323233 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -11434418.000000 Penalty: 1164.874512
	Iteration 14Q: 3 clusters Score -1.143442e+07 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327455 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -11436609.000000 Penalty: 1164.874512
	Iteration 15Q: 3 clusters Score -1.143661e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331263 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -11438505.000000 Penalty: 1164.874512
	Iteration 16Q: 3 clusters Score -1.14385e+07 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334738 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -11440323.000000 Penalty: 1164.874512
	Iteration 17Q: 3 clusters Score -1.144032e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337871 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -11441817.000000 Penalty: 1164.874512
	Iteration 18Q: 3 clusters Score -1.144182e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340702 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -11443115.000000 Penalty: 1164.874512
	Iteration 19Q: 3 clusters Score -1.144312e+07 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343235 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -11444151.000000 Penalty: 1164.874512
	Iteration 20F: 3 clusters Score -1.144415e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345449 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -11445154.000000 Penalty: 1164.874512
	Iteration 21Q: 3 clusters Score -1.144515e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347479 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -11445988.000000 Penalty: 1164.874512
	Iteration 22Q: 3 clusters Score -1.144599e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349283 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -11446647.000000 Penalty: 1164.874512
	Iteration 23Q: 3 clusters Score -1.144665e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350814 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -11447165.000000 Penalty: 1164.874512
	Iteration 24Q: 3 clusters Score -1.144716e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352188 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -11447713.000000 Penalty: 1164.874512
	Iteration 25Q: 3 clusters Score -1.144771e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353406 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -11448100.000000 Penalty: 1164.874512
	Iteration 26Q: 3 clusters Score -1.14481e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354407 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -11448377.000000 Penalty: 1164.874512
	Iteration 27Q: 3 clusters Score -1.144838e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355282 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -11448651.000000 Penalty: 1164.874512
	Iteration 28Q: 3 clusters Score -1.144865e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356024 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -11448837.000000 Penalty: 1164.874512
	Iteration 29Q: 3 clusters Score -1.144884e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356705 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -11449053.000000 Penalty: 1164.874512
	Iteration 30Q: 3 clusters Score -1.144905e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357338 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -11449251.000000 Penalty: 1164.874512
	Iteration 31Q: 3 clusters Score -1.144925e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357865 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -11449384.000000 Penalty: 1164.874512
	Iteration 32Q: 3 clusters Score -1.144938e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358318 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -11449474.000000 Penalty: 1164.874512
	Iteration 33Q: 3 clusters Score -1.144947e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358689 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -11449563.000000 Penalty: 1164.874512
	Iteration 34Q: 3 clusters Score -1.144956e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359026 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11449674.000000 Penalty: 1164.874512
	Iteration 35Q: 3 clusters Score -1.144967e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359307 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -11449729.000000 Penalty: 1164.874512
	Iteration 36Q: 3 clusters Score -1.144973e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359550 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -11449798.000000 Penalty: 1164.874512
	Iteration 37Q: 3 clusters Score -1.14498e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359790 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -11449832.000000 Penalty: 1164.874512
	Iteration 38Q: 3 clusters Score -1.144983e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360008 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -11449887.000000 Penalty: 1164.874512
	Iteration 39Q: 3 clusters Score -1.144989e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360210 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -11449949.000000 Penalty: 1164.874512
	Iteration 40F: 3 clusters Score -1.144995e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360367 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -11450011.000000 Penalty: 1164.874512
	Iteration 41Q: 3 clusters Score -1.145001e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360512 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -11450076.000000 Penalty: 1164.874512
	Iteration 42Q: 3 clusters Score -1.145008e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360640 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -11450124.000000 Penalty: 1164.874512
	Iteration 43Q: 3 clusters Score -1.145012e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360744 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -11450133.000000 Penalty: 1164.874512
	Iteration 44Q: 3 clusters Score -1.145013e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360845 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -11450154.000000 Penalty: 1164.874512
	Iteration 45Q: 3 clusters Score -1.145015e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360946 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11450172.000000 Penalty: 1164.874512
	Iteration 46Q: 3 clusters Score -1.145017e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361028 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -11450192.000000 Penalty: 1164.874512
	Iteration 47Q: 3 clusters Score -1.145019e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361110 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -11450197.000000 Penalty: 1164.874512
	Iteration 48Q: 3 clusters Score -1.14502e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361181 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -11450189.000000 Penalty: 1164.874512
	Iteration 49Q: 3 clusters Score -1.145019e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361229 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -11450186.000000 Penalty: 1164.874512
	Iteration 50Q: 3 clusters Score -1.145019e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361275 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -11450208.000000 Penalty: 1164.874512
	Iteration 51Q: 3 clusters Score -1.145021e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361322 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11450226.000000 Penalty: 1164.874512
	Iteration 52Q: 3 clusters Score -1.145023e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361361 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -11450241.000000 Penalty: 1164.874512
	Iteration 53Q: 3 clusters Score -1.145024e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361402 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -11450248.000000 Penalty: 1164.874512
	Iteration 54Q: 3 clusters Score -1.145025e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361447 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -11450276.000000 Penalty: 1164.874512
	Iteration 55Q: 3 clusters Score -1.145028e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361489 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -11450282.000000 Penalty: 1164.874512
	Iteration 56Q: 3 clusters Score -1.145028e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361529 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -11450288.000000 Penalty: 1164.874512
	Iteration 57Q: 3 clusters Score -1.145029e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361555 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -11450276.000000 Penalty: 1164.874512
	Iteration 58Q: 3 clusters Score -1.145028e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361582 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -11450284.000000 Penalty: 1164.874512
	Iteration 59Q: 3 clusters Score -1.145028e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361612 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -11450294.000000 Penalty: 1164.874512
	Iteration 60F: 3 clusters Score -1.145029e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361643 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -11450298.000000 Penalty: 1164.874512
	Iteration 61Q: 3 clusters Score -1.14503e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361664 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -11450318.000000 Penalty: 1164.874512
	Iteration 62Q: 3 clusters Score -1.145032e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361691 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11450318.000000 Penalty: 1164.874512
	Iteration 63Q: 3 clusters Score -1.145032e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361714 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11450323.000000 Penalty: 1164.874512
	Iteration 64Q: 3 clusters Score -1.145032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361731 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -11450334.000000 Penalty: 1164.874512
	Iteration 65Q: 3 clusters Score -1.145033e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361749 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11450329.000000 Penalty: 1164.874512
	Iteration 66Q: 3 clusters Score -1.145033e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361771 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -11450342.000000 Penalty: 1164.874512
	Iteration 67Q: 3 clusters Score -1.145034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361785 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -11450342.000000 Penalty: 1164.874512
	Iteration 68Q: 3 clusters Score -1.145034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361798 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -11450346.000000 Penalty: 1164.874512
	Iteration 69Q: 3 clusters Score -1.145035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361808 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -11450346.000000 Penalty: 1164.874512
	Iteration 70Q: 3 clusters Score -1.145035e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361821 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -11450341.000000 Penalty: 1164.874512
	Iteration 71Q: 3 clusters Score -1.145034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361838 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11450343.000000 Penalty: 1164.874512
	Iteration 72Q: 3 clusters Score -1.145034e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361853 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -11450354.000000 Penalty: 1164.874512
	Iteration 73Q: 3 clusters Score -1.145035e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361861 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -11450341.000000 Penalty: 1164.874512
	Iteration 74Q: 3 clusters Score -1.145034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361867 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -11450358.000000 Penalty: 1164.874512
	Iteration 75Q: 3 clusters Score -1.145036e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361872 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -11450358.000000 Penalty: 1164.874512
	Iteration 76Q: 3 clusters Score -1.145036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361884 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -11450372.000000 Penalty: 1164.874512
	Iteration 77Q: 3 clusters Score -1.145037e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361891 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -11450378.000000 Penalty: 1164.874512
	Iteration 78Q: 3 clusters Score -1.145038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361897 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -11450387.000000 Penalty: 1164.874512
	Iteration 79Q: 3 clusters Score -1.145039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361904 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -11450383.000000 Penalty: 1164.874512
	Iteration 80F: 3 clusters Score -1.145038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361909 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -11450380.000000 Penalty: 1164.874512
	Iteration 81Q: 3 clusters Score -1.145038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361913 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -11450379.000000 Penalty: 1164.874512
	Iteration 82Q: 3 clusters Score -1.145038e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361917 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -11450379.000000 Penalty: 1164.874512
	Iteration 83Q: 3 clusters Score -1.145038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361920 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -11450376.000000 Penalty: 1164.874512
	Iteration 84Q: 3 clusters Score -1.145038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361925 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -11450382.000000 Penalty: 1164.874512
	Iteration 85Q: 3 clusters Score -1.145038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361931 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -11450379.000000 Penalty: 1164.874512
	Iteration 86Q: 3 clusters Score -1.145038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361937 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -11450388.000000 Penalty: 1164.874512
	Iteration 87Q: 3 clusters Score -1.145039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361940 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11450393.000000 Penalty: 1164.874512
	Iteration 88Q: 3 clusters Score -1.145039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361944 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -11450388.000000 Penalty: 1164.874512
	Iteration 89Q: 3 clusters Score -1.145039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361951 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -11450395.000000 Penalty: 1164.874512
	Iteration 90Q: 3 clusters Score -1.14504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361955 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11450390.000000 Penalty: 1164.874512
	Iteration 91Q: 3 clusters Score -1.145039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361958 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11450394.000000 Penalty: 1164.874512
	Iteration 92Q: 3 clusters Score -1.145039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361959 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11450392.000000 Penalty: 1164.874512
	Iteration 93Q: 3 clusters Score -1.145039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361959 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -11450392.000000 Penalty: 1164.874512
	Iteration 94F: 3 clusters Score -1.145039e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231997 members 
Mstep: Class 2 contains 9794 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5290 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44143 members 
Mstep: Class 14 contains 2365 members 
Mstep: Class 15 contains 13106 members 
Mstep: Class 17 contains 24128 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 21 contains 1041 members 
Mstep: Class 22 contains 4802 members 
Mstep: Class 23 contains 362514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495246.000000 Penalty: 11053.628906
Iteration 119Q: 19 clusters Score -2.149525e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231992 members 
Mstep: Class 2 contains 9771 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1648 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5314 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44144 members 
Mstep: Class 14 contains 2370 members 
Mstep: Class 15 contains 13140 members 
Mstep: Class 17 contains 24128 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 4805 members 
Mstep: Class 23 contains 362486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495264.000000 Penalty: 11053.628906
Iteration 120F: 19 clusters Score -2.149526e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231990 members 
Mstep: Class 2 contains 9744 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1637 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5332 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44145 members 
Mstep: Class 14 contains 2374 members 
Mstep: Class 15 contains 13175 members 
Mstep: Class 17 contains 24130 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 4806 members 
Mstep: Class 23 contains 362466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495288.000000 Penalty: 11053.628906
Iteration 121Q: 19 clusters Score -2.149529e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231984 members 
Mstep: Class 2 contains 9709 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1625 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5342 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44146 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 13220 members 
Mstep: Class 17 contains 24136 members 
Mstep: Class 19 contains 1568 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 4810 members 
Mstep: Class 23 contains 362450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495312.000000 Penalty: 11053.628906
Iteration 122Q: 19 clusters Score -2.149531e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231979 members 
Mstep: Class 2 contains 9675 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1615 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5353 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44147 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 13265 members 
Mstep: Class 17 contains 24139 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 4816 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495264.000000 Penalty: 11053.628906
Iteration 123Q: 19 clusters Score -2.149526e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231971 members 
Mstep: Class 2 contains 9649 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 2323 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5363 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44148 members 
Mstep: Class 14 contains 2379 members 
Mstep: Class 15 contains 13303 members 
Mstep: Class 17 contains 24141 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 21 contains 1042 members 
Mstep: Class 22 contains 4822 members 
Mstep: Class 23 contains 362425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495280.000000 Penalty: 11053.628906
Iteration 124Q: 19 clusters Score -2.149528e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231971 members 
Mstep: Class 2 contains 9623 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1585 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5366 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44148 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 13341 members 
Mstep: Class 17 contains 24144 members 
Mstep: Class 19 contains 1564 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4822 members 
Mstep: Class 23 contains 362421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495230.000000 Penalty: 11053.628906
Iteration 125Q: 19 clusters Score -2.149523e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231957 members 
Mstep: Class 2 contains 9598 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5370 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44149 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 13396 members 
Mstep: Class 17 contains 24148 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4823 members 
Mstep: Class 23 contains 362421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495214.000000 Penalty: 11053.628906
Iteration 126Q: 19 clusters Score -2.149521e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231945 members 
Mstep: Class 2 contains 9573 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1541 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5375 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44150 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 13455 members 
Mstep: Class 17 contains 24151 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4824 members 
Mstep: Class 23 contains 362418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495244.000000 Penalty: 11053.628906
Iteration 127Q: 19 clusters Score -2.149524e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231944 members 
Mstep: Class 2 contains 9545 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5377 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44151 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 13504 members 
Mstep: Class 17 contains 24155 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4825 members 
Mstep: Class 23 contains 362415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495236.000000 Penalty: 11053.628906
Iteration 128Q: 19 clusters Score -2.149524e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231934 members 
Mstep: Class 2 contains 9520 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5380 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44153 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13561 members 
Mstep: Class 17 contains 24157 members 
Mstep: Class 19 contains 1549 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495228.000000 Penalty: 11053.628906
Iteration 129Q: 19 clusters Score -2.149523e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231919 members 
Mstep: Class 2 contains 9503 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5382 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13614 members 
Mstep: Class 17 contains 24161 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495180.000000 Penalty: 11053.628906
Iteration 130Q: 19 clusters Score -2.149518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231909 members 
Mstep: Class 2 contains 9487 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5389 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13657 members 
Mstep: Class 17 contains 24163 members 
Mstep: Class 19 contains 1547 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495198.000000 Penalty: 11053.628906
Iteration 131Q: 19 clusters Score -2.14952e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231900 members 
Mstep: Class 2 contains 9470 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5394 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13699 members 
Mstep: Class 17 contains 24166 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495180.000000 Penalty: 11053.628906
Iteration 132Q: 19 clusters Score -2.149518e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231897 members 
Mstep: Class 2 contains 9459 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5403 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13727 members 
Mstep: Class 17 contains 24170 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495190.000000 Penalty: 11053.628906
Iteration 133Q: 19 clusters Score -2.149519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231894 members 
Mstep: Class 2 contains 9440 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1419 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5406 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13758 members 
Mstep: Class 17 contains 24174 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495164.000000 Penalty: 11053.628906
Iteration 134Q: 19 clusters Score -2.149516e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231890 members 
Mstep: Class 2 contains 9420 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5409 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13794 members 
Mstep: Class 17 contains 24178 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495158.000000 Penalty: 11053.628906
Iteration 135Q: 19 clusters Score -2.149516e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231887 members 
Mstep: Class 2 contains 9389 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1885 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 17 contains 24183 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495182.000000 Penalty: 11053.628906
Iteration 136Q: 19 clusters Score -2.149518e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231889 members 
Mstep: Class 2 contains 9360 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5412 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13888 members 
Mstep: Class 17 contains 24188 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495202.000000 Penalty: 11053.628906
Iteration 137Q: 19 clusters Score -2.14952e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231898 members 
Mstep: Class 2 contains 9323 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 1359 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2375 members 
Mstep: Class 15 contains 13933 members 
Mstep: Class 17 contains 24194 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495196.000000 Penalty: 11053.628906
Iteration 138Q: 19 clusters Score -2.14952e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231897 members 
Mstep: Class 2 contains 9292 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1884 members 
Mstep: Class 6 contains 1342 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5409 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2376 members 
Mstep: Class 15 contains 13982 members 
Mstep: Class 17 contains 24197 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495214.000000 Penalty: 11053.628906
Iteration 139Q: 19 clusters Score -2.149521e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231892 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 1333 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 478 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5410 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2377 members 
Mstep: Class 15 contains 14024 members 
Mstep: Class 17 contains 24203 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495188.000000 Penalty: 11053.628906
Iteration 140F: 19 clusters Score -2.149519e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231883 members 
Mstep: Class 2 contains 9238 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 1323 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14065 members 
Mstep: Class 17 contains 24210 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495198.000000 Penalty: 11053.628906
Iteration 141Q: 19 clusters Score -2.14952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231885 members 
Mstep: Class 2 contains 9220 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 1311 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14090 members 
Mstep: Class 17 contains 24214 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495228.000000 Penalty: 11053.628906
Iteration 142Q: 19 clusters Score -2.149523e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231887 members 
Mstep: Class 2 contains 9201 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 1304 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14112 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495234.000000 Penalty: 11053.628906
Iteration 143Q: 19 clusters Score -2.149523e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231891 members 
Mstep: Class 2 contains 9181 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1883 members 
Mstep: Class 6 contains 1297 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14131 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1562 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495260.000000 Penalty: 11053.628906
Iteration 144Q: 19 clusters Score -2.149526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231893 members 
Mstep: Class 2 contains 9163 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1886 members 
Mstep: Class 6 contains 1284 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14154 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1564 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495278.000000 Penalty: 11053.628906
Iteration 145Q: 19 clusters Score -2.149528e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231895 members 
Mstep: Class 2 contains 9136 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14186 members 
Mstep: Class 17 contains 24217 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495260.000000 Penalty: 11053.628906
Iteration 146Q: 19 clusters Score -2.149526e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231897 members 
Mstep: Class 2 contains 9100 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 1267 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14226 members 
Mstep: Class 17 contains 24215 members 
Mstep: Class 19 contains 1566 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495280.000000 Penalty: 11053.628906
Iteration 147Q: 19 clusters Score -2.149528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231899 members 
Mstep: Class 2 contains 9068 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1889 members 
Mstep: Class 6 contains 1264 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14255 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495272.000000 Penalty: 11053.628906
Iteration 148Q: 19 clusters Score -2.149527e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231904 members 
Mstep: Class 2 contains 9046 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 1261 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14270 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495272.000000 Penalty: 11053.628906
Iteration 149Q: 19 clusters Score -2.149527e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231909 members 
Mstep: Class 2 contains 9022 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1890 members 
Mstep: Class 6 contains 1255 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14294 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495252.000000 Penalty: 11053.628906
Iteration 150Q: 19 clusters Score -2.149525e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231911 members 
Mstep: Class 2 contains 9005 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14311 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495242.000000 Penalty: 11053.628906
Iteration 151Q: 19 clusters Score -2.149524e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231916 members 
Mstep: Class 2 contains 8988 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 1251 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14320 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4826 members 
Mstep: Class 23 contains 362324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495230.000000 Penalty: 11053.628906
Iteration 152Q: 19 clusters Score -2.149523e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231915 members 
Mstep: Class 2 contains 8977 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14330 members 
Mstep: Class 17 contains 24216 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4827 members 
Mstep: Class 23 contains 362327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495234.000000 Penalty: 11053.628906
Iteration 153Q: 19 clusters Score -2.149523e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231917 members 
Mstep: Class 2 contains 8963 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1891 members 
Mstep: Class 6 contains 1248 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14340 members 
Mstep: Class 17 contains 24217 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495204.000000 Penalty: 11053.628906
Iteration 154Q: 19 clusters Score -2.14952e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231920 members 
Mstep: Class 2 contains 8946 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1892 members 
Mstep: Class 6 contains 1246 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14352 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4833 members 
Mstep: Class 23 contains 362326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495202.000000 Penalty: 11053.628906
Iteration 155Q: 19 clusters Score -2.14952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231920 members 
Mstep: Class 2 contains 8934 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1244 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14364 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1570 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4833 members 
Mstep: Class 23 contains 362327 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 19 clusters Score -2.149522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231927 members 
Mstep: Class 2 contains 8918 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1240 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44156 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14376 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4834 members 
Mstep: Class 23 contains 362326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495244.000000 Penalty: 11053.628906
Iteration 157Q: 19 clusters Score -2.149524e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231929 members 
Mstep: Class 2 contains 8911 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44157 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14385 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4833 members 
Mstep: Class 23 contains 362326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495240.000000 Penalty: 11053.628906
Iteration 158Q: 19 clusters Score -2.149524e+07 nChanged 25
Entering ConstructFrom: 
Score: -21495240.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (231930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231930 members 
Entering Unmasked Estep 
Score: -6890413.000000 Penalty: 562.115662
	Iteration 0F: 2 clusters Score -6890413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116086 members 
Mstep: Class 2 contains 115844 members 
Entering Unmasked Estep 
Score: -6732532.000000 Penalty: 1124.231323
	Iteration 0F: 3 clusters Score -6732532 nChanged 114247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119855 members 
Mstep: Class 2 contains 112075 members 
Entering Unmasked Estep 
Score: -6803326.500000 Penalty: 1124.231323
	Iteration 1F: 3 clusters Score -6803326 nChanged 9083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122192 members 
Mstep: Class 2 contains 109738 members 
Entering Unmasked Estep 
Score: -6806459.500000 Penalty: 1124.231323
	Iteration 2Q: 3 clusters Score -6806460 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125831 members 
Mstep: Class 2 contains 106099 members 
Entering Unmasked Estep 
Score: -6811500.500000 Penalty: 1124.231323
	Iteration 3Q: 3 clusters Score -6811500 nChanged 12686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131005 members 
Mstep: Class 2 contains 100925 members 
Entering Unmasked Estep 
Score: -6819666.000000 Penalty: 1124.231323
	Iteration 4F: 3 clusters Score -6819666 nChanged 14370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136867 members 
Mstep: Class 2 contains 95063 members 
Entering Unmasked Estep 
Score: -6831087.500000 Penalty: 1124.231323
	Iteration 5F: 3 clusters Score -6831088 nChanged 15170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142223 members 
Mstep: Class 2 contains 89707 members 
Entering Unmasked Estep 
Score: -6842577.500000 Penalty: 1124.231323
	Iteration 6F: 3 clusters Score -6842578 nChanged 12591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146464 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -6849332.500000 Penalty: 1124.231323
	Iteration 7F: 3 clusters Score -6849332 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 82058 members 
Entering Unmasked Estep 
Score: -6851710.500000 Penalty: 1124.231323
	Iteration 8Q: 3 clusters Score -6851710 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153221 members 
Mstep: Class 2 contains 78709 members 
Entering Unmasked Estep 
Score: -6852777.500000 Penalty: 1124.231323
	Iteration 9Q: 3 clusters Score -6852778 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156545 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -6853552.500000 Penalty: 1124.231323
	Iteration 10Q: 3 clusters Score -6853552 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160055 members 
Mstep: Class 2 contains 71875 members 
Entering Unmasked Estep 
Score: -6854414.000000 Penalty: 1124.231323
	Iteration 11Q: 3 clusters Score -6854414 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163846 members 
Mstep: Class 2 contains 68084 members 
Entering Unmasked Estep 
Score: -6855331.500000 Penalty: 1124.231323
	Iteration 12Q: 3 clusters Score -6855332 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 64079 members 
Entering Unmasked Estep 
Score: -6856458.000000 Penalty: 1124.231323
	Iteration 13Q: 3 clusters Score -6856458 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -6857684.000000 Penalty: 1124.231323
	Iteration 14Q: 3 clusters Score -6857684 nChanged 4449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176514 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -6859190.500000 Penalty: 1124.231323
	Iteration 15Q: 3 clusters Score -6859190 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181139 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6860784.000000 Penalty: 1124.231323
	Iteration 16Q: 3 clusters Score -6860784 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185961 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -6862609.000000 Penalty: 1124.231323
	Iteration 17Q: 3 clusters Score -6862609 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190901 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -6864638.500000 Penalty: 1124.231323
	Iteration 18Q: 3 clusters Score -6864638 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195902 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -6866954.000000 Penalty: 1124.231323
	Iteration 19Q: 3 clusters Score -6866954 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200996 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6869483.000000 Penalty: 1124.231323
	Iteration 20F: 3 clusters Score -6869483 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205944 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6872092.000000 Penalty: 1124.231323
	Iteration 21Q: 3 clusters Score -6872092 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210746 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -6874958.500000 Penalty: 1124.231323
	Iteration 22Q: 3 clusters Score -6874958 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215164 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -6877809.500000 Penalty: 1124.231323
	Iteration 23Q: 3 clusters Score -6877810 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219185 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -6880494.000000 Penalty: 1124.231323
	Iteration 24Q: 3 clusters Score -6880494 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222712 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -6883038.000000 Penalty: 1124.231323
	Iteration 25Q: 3 clusters Score -6883038 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225661 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -6885314.000000 Penalty: 1124.231323
	Iteration 26Q: 3 clusters Score -6885314 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227940 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -6887106.000000 Penalty: 1124.231323
	Iteration 27Q: 3 clusters Score -6887106 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229540 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -6888387.000000 Penalty: 1124.231323
	Iteration 28Q: 3 clusters Score -6888387 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230540 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -6889160.000000 Penalty: 1124.231323
	Iteration 29Q: 3 clusters Score -6889160 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231096 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6889536.500000 Penalty: 1124.231323
	Iteration 30Q: 3 clusters Score -6889536 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231368 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6889734.500000 Penalty: 1124.231323
	Iteration 31Q: 3 clusters Score -6889734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231510 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6889817.000000 Penalty: 1124.231323
	Iteration 32Q: 3 clusters Score -6889817 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231587 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -6889856.000000 Penalty: 1124.231323
	Iteration 33Q: 3 clusters Score -6889856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231626 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6889884.000000 Penalty: 1124.231323
	Iteration 34Q: 3 clusters Score -6889884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231654 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6889901.500000 Penalty: 1124.231323
	Iteration 35Q: 3 clusters Score -6889902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231678 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6889916.500000 Penalty: 1124.231323
	Iteration 36Q: 3 clusters Score -6889916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231695 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6889926.500000 Penalty: 1124.231323
	Iteration 37Q: 3 clusters Score -6889926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231714 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6889944.000000 Penalty: 1124.231323
	Iteration 38Q: 3 clusters Score -6889944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231724 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6889954.000000 Penalty: 1124.231323
	Iteration 39Q: 3 clusters Score -6889954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231727 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6889965.500000 Penalty: 1124.231323
	Iteration 40F: 3 clusters Score -6889966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231728 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -6889974.000000 Penalty: 1124.231323
	Iteration 41Q: 3 clusters Score -6889974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231732 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6889975.000000 Penalty: 1124.231323
	Iteration 42Q: 3 clusters Score -6889975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231736 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -6889982.500000 Penalty: 1124.231323
	Iteration 43Q: 3 clusters Score -6889982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231740 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6889981.000000 Penalty: 1124.231323
	Iteration 44Q: 3 clusters Score -6889981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231741 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6889980.500000 Penalty: 1124.231323
	Iteration 45Q: 3 clusters Score -6889980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231741 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6889980.500000 Penalty: 1124.231323
	Iteration 46F: 3 clusters Score -6889980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (8901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Entering Unmasked Estep 
Score: -270839.031250 Penalty: 413.773315
	Iteration 0F: 2 clusters Score -270839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -264789.437500 Penalty: 827.546631
	Iteration 0F: 3 clusters Score -264789.4 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -267169.593750 Penalty: 827.546631
	Iteration 1F: 3 clusters Score -267169.6 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -267375.187500 Penalty: 827.546631
	Iteration 2F: 3 clusters Score -267375.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -267612.906250 Penalty: 827.546631
	Iteration 3F: 3 clusters Score -267612.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -267921.625000 Penalty: 827.546631
	Iteration 4F: 3 clusters Score -267921.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -268358.562500 Penalty: 827.546631
	Iteration 5F: 3 clusters Score -268358.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -268838.781250 Penalty: 827.546631
	Iteration 6F: 3 clusters Score -268838.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -269192.218750 Penalty: 827.546631
	Iteration 7F: 3 clusters Score -269192.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -269356.781250 Penalty: 827.546631
	Iteration 8Q: 3 clusters Score -269356.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -269431.875000 Penalty: 827.546631
	Iteration 9Q: 3 clusters Score -269431.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -269488.562500 Penalty: 827.546631
	Iteration 10Q: 3 clusters Score -269488.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -269543.406250 Penalty: 827.546631
	Iteration 11Q: 3 clusters Score -269543.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -269606.500000 Penalty: 827.546631
	Iteration 12Q: 3 clusters Score -269606.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -269678.937500 Penalty: 827.546631
	Iteration 13Q: 3 clusters Score -269678.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -269766.593750 Penalty: 827.546631
	Iteration 14Q: 3 clusters Score -269766.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -269844.968750 Penalty: 827.546631
	Iteration 15Q: 3 clusters Score -269845 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -269901.500000 Penalty: 827.546631
	Iteration 16Q: 3 clusters Score -269901.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -269955.156250 Penalty: 827.546631
	Iteration 17Q: 3 clusters Score -269955.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -270006.218750 Penalty: 827.546631
	Iteration 18Q: 3 clusters Score -270006.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -270052.187500 Penalty: 827.546631
	Iteration 19Q: 3 clusters Score -270052.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -270081.343750 Penalty: 827.546631
	Iteration 20F: 3 clusters Score -270081.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -270107.125000 Penalty: 827.546631
	Iteration 21Q: 3 clusters Score -270107.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -270143.593750 Penalty: 827.546631
	Iteration 22Q: 3 clusters Score -270143.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -270175.687500 Penalty: 827.546631
	Iteration 23Q: 3 clusters Score -270175.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -270193.906250 Penalty: 827.546631
	Iteration 24Q: 3 clusters Score -270193.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -270208.750000 Penalty: 827.546631
	Iteration 25Q: 3 clusters Score -270208.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -270218.875000 Penalty: 827.546631
	Iteration 26Q: 3 clusters Score -270218.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -270231.343750 Penalty: 827.546631
	Iteration 27Q: 3 clusters Score -270231.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -270243.031250 Penalty: 827.546631
	Iteration 28Q: 3 clusters Score -270243 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -270254.093750 Penalty: 827.546631
	Iteration 29Q: 3 clusters Score -270254.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -270263.125000 Penalty: 827.546631
	Iteration 30Q: 3 clusters Score -270263.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -270273.000000 Penalty: 827.546631
	Iteration 31Q: 3 clusters Score -270273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -270281.312500 Penalty: 827.546631
	Iteration 32Q: 3 clusters Score -270281.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -270287.656250 Penalty: 827.546631
	Iteration 33Q: 3 clusters Score -270287.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -270291.281250 Penalty: 827.546631
	Iteration 34Q: 3 clusters Score -270291.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -270295.781250 Penalty: 827.546631
	Iteration 35Q: 3 clusters Score -270295.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -270303.000000 Penalty: 827.546631
	Iteration 36Q: 3 clusters Score -270303 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -270311.687500 Penalty: 827.546631
	Iteration 37Q: 3 clusters Score -270311.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -270318.906250 Penalty: 827.546631
	Iteration 38Q: 3 clusters Score -270318.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -270325.375000 Penalty: 827.546631
	Iteration 39Q: 3 clusters Score -270325.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -270333.687500 Penalty: 827.546631
	Iteration 40F: 3 clusters Score -270333.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -270340.000000 Penalty: 827.546631
	Iteration 41Q: 3 clusters Score -270340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -270346.250000 Penalty: 827.546631
	Iteration 42Q: 3 clusters Score -270346.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -270352.906250 Penalty: 827.546631
	Iteration 43Q: 3 clusters Score -270352.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -270356.906250 Penalty: 827.546631
	Iteration 44Q: 3 clusters Score -270356.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -270360.625000 Penalty: 827.546631
	Iteration 45Q: 3 clusters Score -270360.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -270365.187500 Penalty: 827.546631
	Iteration 46Q: 3 clusters Score -270365.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -270369.937500 Penalty: 827.546631
	Iteration 47Q: 3 clusters Score -270369.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -270374.468750 Penalty: 827.546631
	Iteration 48Q: 3 clusters Score -270374.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -270378.531250 Penalty: 827.546631
	Iteration 49Q: 3 clusters Score -270378.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -270382.312500 Penalty: 827.546631
	Iteration 50Q: 3 clusters Score -270382.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -270387.125000 Penalty: 827.546631
	Iteration 51Q: 3 clusters Score -270387.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -270395.218750 Penalty: 827.546631
	Iteration 52Q: 3 clusters Score -270395.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -270402.437500 Penalty: 827.546631
	Iteration 53Q: 3 clusters Score -270402.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -270408.281250 Penalty: 827.546631
	Iteration 54Q: 3 clusters Score -270408.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -270411.156250 Penalty: 827.546631
	Iteration 55Q: 3 clusters Score -270411.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -270413.531250 Penalty: 827.546631
	Iteration 56Q: 3 clusters Score -270413.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -270414.906250 Penalty: 827.546631
	Iteration 57Q: 3 clusters Score -270414.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -270417.687500 Penalty: 827.546631
	Iteration 58Q: 3 clusters Score -270417.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -270421.531250 Penalty: 827.546631
	Iteration 59Q: 3 clusters Score -270421.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -270423.375000 Penalty: 827.546631
	Iteration 60F: 3 clusters Score -270423.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -270425.531250 Penalty: 827.546631
	Iteration 61Q: 3 clusters Score -270425.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -270429.031250 Penalty: 827.546631
	Iteration 62Q: 3 clusters Score -270429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -270431.593750 Penalty: 827.546631
	Iteration 63Q: 3 clusters Score -270431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -270434.125000 Penalty: 827.546631
	Iteration 64Q: 3 clusters Score -270434.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -270437.687500 Penalty: 827.546631
	Iteration 65Q: 3 clusters Score -270437.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -270441.000000 Penalty: 827.546631
	Iteration 66Q: 3 clusters Score -270441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -270444.343750 Penalty: 827.546631
	Iteration 67Q: 3 clusters Score -270444.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -270446.218750 Penalty: 827.546631
	Iteration 68Q: 3 clusters Score -270446.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -270447.906250 Penalty: 827.546631
	Iteration 69Q: 3 clusters Score -270447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -270449.718750 Penalty: 827.546631
	Iteration 70Q: 3 clusters Score -270449.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -270451.937500 Penalty: 827.546631
	Iteration 71Q: 3 clusters Score -270451.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -270454.031250 Penalty: 827.546631
	Iteration 72Q: 3 clusters Score -270454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -270454.093750 Penalty: 827.546631
	Iteration 73Q: 3 clusters Score -270454.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -270456.906250 Penalty: 827.546631
	Iteration 74Q: 3 clusters Score -270456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -270460.218750 Penalty: 827.546631
	Iteration 75Q: 3 clusters Score -270460.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -270462.468750 Penalty: 827.546631
	Iteration 76Q: 3 clusters Score -270462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -270463.906250 Penalty: 827.546631
	Iteration 77Q: 3 clusters Score -270463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -270464.687500 Penalty: 827.546631
	Iteration 78Q: 3 clusters Score -270464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -270464.687500 Penalty: 827.546631
	Iteration 79Q: 3 clusters Score -270464.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -270465.437500 Penalty: 827.546631
	Iteration 80F: 3 clusters Score -270465.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -270466.000000 Penalty: 827.546631
	Iteration 81Q: 3 clusters Score -270466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -270466.125000 Penalty: 827.546631
	Iteration 82Q: 3 clusters Score -270466.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -270466.531250 Penalty: 827.546631
	Iteration 83Q: 3 clusters Score -270466.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -270466.968750 Penalty: 827.546631
	Iteration 84Q: 3 clusters Score -270467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -270466.531250 Penalty: 827.546631
	Iteration 85Q: 3 clusters Score -270466.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -270466.281250 Penalty: 827.546631
	Iteration 86Q: 3 clusters Score -270466.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -270466.625000 Penalty: 827.546631
	Iteration 87Q: 3 clusters Score -270466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -270466.875000 Penalty: 827.546631
	Iteration 88Q: 3 clusters Score -270466.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -270467.281250 Penalty: 827.546631
	Iteration 89Q: 3 clusters Score -270467.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -270467.843750 Penalty: 827.546631
	Iteration 90Q: 3 clusters Score -270467.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -270467.468750 Penalty: 827.546631
	Iteration 91Q: 3 clusters Score -270467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -270467.437500 Penalty: 827.546631
	Iteration 92Q: 3 clusters Score -270467.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -270467.062500 Penalty: 827.546631
	Iteration 93Q: 3 clusters Score -270467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -270467.281250 Penalty: 827.546631
	Iteration 94Q: 3 clusters Score -270467.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -270467.281250 Penalty: 827.546631
	Iteration 95F: 3 clusters Score -270467.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -60532.488281 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -60532.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -59184.703125 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -59184.7 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -59573.363281 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -59573.36 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -59690.757812 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -59690.76 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -59803.054688 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -59803.05 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -59924.265625 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -59924.27 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -60032.648438 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -60032.65 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -60126.277344 Penalty: 685.468750
	Iteration 6F: 3 clusters Score -60126.28 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -60180.347656 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -60180.35 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -60214.238281 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -60214.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -60237.542969 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -60237.54 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -60249.441406 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -60249.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -60258.777344 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -60258.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -60269.375000 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -60269.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -60278.824219 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -60278.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -60289.480469 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -60289.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -60298.992188 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -60298.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -60304.847656 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -60304.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -60308.292969 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -60308.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60309.070312 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -60309.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60310.125000 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -60310.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -60310.625000 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -60310.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60310.847656 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -60310.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -60310.847656 Penalty: 685.468750
	Iteration 22F: 3 clusters Score -60310.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -50670.035156 Penalty: 343.339264
	Iteration 0F: 2 clusters Score -50670.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -49253.171875 Penalty: 686.678528
	Iteration 0F: 3 clusters Score -49253.17 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -49787.921875 Penalty: 686.678528
	Iteration 1F: 3 clusters Score -49787.92 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -49881.136719 Penalty: 686.678528
	Iteration 2F: 3 clusters Score -49881.14 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -49945.265625 Penalty: 686.678528
	Iteration 3F: 3 clusters Score -49945.27 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -49998.683594 Penalty: 686.678528
	Iteration 4F: 3 clusters Score -49998.68 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -50055.371094 Penalty: 686.678528
	Iteration 5Q: 3 clusters Score -50055.37 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -50111.570312 Penalty: 686.678528
	Iteration 6Q: 3 clusters Score -50111.57 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -50159.687500 Penalty: 686.678528
	Iteration 7Q: 3 clusters Score -50159.69 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -50206.464844 Penalty: 686.678528
	Iteration 8Q: 3 clusters Score -50206.46 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -50255.921875 Penalty: 686.678528
	Iteration 9Q: 3 clusters Score -50255.92 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -50303.726562 Penalty: 686.678528
	Iteration 10Q: 3 clusters Score -50303.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50338.062500 Penalty: 686.678528
	Iteration 11Q: 3 clusters Score -50338.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -50353.000000 Penalty: 686.678528
	Iteration 12Q: 3 clusters Score -50353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50365.687500 Penalty: 686.678528
	Iteration 13Q: 3 clusters Score -50365.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50378.949219 Penalty: 686.678528
	Iteration 14Q: 3 clusters Score -50378.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -50384.898438 Penalty: 686.678528
	Iteration 15Q: 3 clusters Score -50384.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -50392.332031 Penalty: 686.678528
	Iteration 16Q: 3 clusters Score -50392.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50397.101562 Penalty: 686.678528
	Iteration 17Q: 3 clusters Score -50397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -50399.085938 Penalty: 686.678528
	Iteration 18Q: 3 clusters Score -50399.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -50400.925781 Penalty: 686.678528
	Iteration 19Q: 3 clusters Score -50400.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50404.550781 Penalty: 686.678528
	Iteration 20F: 3 clusters Score -50404.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50407.511719 Penalty: 686.678528
	Iteration 21Q: 3 clusters Score -50407.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50409.609375 Penalty: 686.678528
	Iteration 22Q: 3 clusters Score -50409.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50410.058594 Penalty: 686.678528
	Iteration 23Q: 3 clusters Score -50410.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50410.519531 Penalty: 686.678528
	Iteration 24Q: 3 clusters Score -50410.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50410.519531 Penalty: 686.678528
	Iteration 25F: 3 clusters Score -50410.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -37006.949219 Penalty: 323.832855
	Iteration 0F: 2 clusters Score -37006.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -36051.031250 Penalty: 647.665710
	Iteration 0F: 3 clusters Score -36051.03 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -36375.683594 Penalty: 647.665710
	Iteration 1F: 3 clusters Score -36375.68 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -36457.332031 Penalty: 647.665710
	Iteration 2F: 3 clusters Score -36457.33 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -36526.335938 Penalty: 647.665710
	Iteration 3F: 3 clusters Score -36526.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -36571.609375 Penalty: 647.665710
	Iteration 4F: 3 clusters Score -36571.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -36610.003906 Penalty: 647.665710
	Iteration 5Q: 3 clusters Score -36610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -36647.906250 Penalty: 647.665710
	Iteration 6Q: 3 clusters Score -36647.91 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -36675.289062 Penalty: 647.665710
	Iteration 7Q: 3 clusters Score -36675.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -36688.820312 Penalty: 647.665710
	Iteration 8Q: 3 clusters Score -36688.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -36698.878906 Penalty: 647.665710
	Iteration 9Q: 3 clusters Score -36698.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -36711.031250 Penalty: 647.665710
	Iteration 10Q: 3 clusters Score -36711.03 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -36728.144531 Penalty: 647.665710
	Iteration 11Q: 3 clusters Score -36728.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -36737.773438 Penalty: 647.665710
	Iteration 12Q: 3 clusters Score -36737.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -36746.570312 Penalty: 647.665710
	Iteration 13Q: 3 clusters Score -36746.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -36754.613281 Penalty: 647.665710
	Iteration 14Q: 3 clusters Score -36754.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -36761.332031 Penalty: 647.665710
	Iteration 15Q: 3 clusters Score -36761.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -36763.699219 Penalty: 647.665710
	Iteration 16Q: 3 clusters Score -36763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -36764.214844 Penalty: 647.665710
	Iteration 17Q: 3 clusters Score -36764.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -36765.304688 Penalty: 647.665710
	Iteration 18Q: 3 clusters Score -36765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -36768.117188 Penalty: 647.665710
	Iteration 19Q: 3 clusters Score -36768.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -36772.687500 Penalty: 647.665710
	Iteration 20F: 3 clusters Score -36772.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -36774.902344 Penalty: 647.665710
	Iteration 21Q: 3 clusters Score -36774.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -36775.742188 Penalty: 647.665710
	Iteration 22Q: 3 clusters Score -36775.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -36776.410156 Penalty: 647.665710
	Iteration 23Q: 3 clusters Score -36776.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -36776.457031 Penalty: 647.665710
	Iteration 24Q: 3 clusters Score -36776.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -36776.457031 Penalty: 647.665710
	Iteration 25F: 3 clusters Score -36776.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -74030.835938 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -74030.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -72435.062500 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -72435.06 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -73027.687500 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -73027.69 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -73198.984375 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -73198.98 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -73372.960938 Penalty: 705.345093
	Iteration 3F: 3 clusters Score -73372.96 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -73526.023438 Penalty: 705.345093
	Iteration 4F: 3 clusters Score -73526.02 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -73640.312500 Penalty: 705.345093
	Iteration 5F: 3 clusters Score -73640.31 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -73749.203125 Penalty: 705.345093
	Iteration 6Q: 3 clusters Score -73749.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -73810.867188 Penalty: 705.345093
	Iteration 7Q: 3 clusters Score -73810.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -73831.757812 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -73831.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -73840.585938 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -73840.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -73847.796875 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -73847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -73851.109375 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -73851.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -73852.359375 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -73852.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -73853.750000 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -73853.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -73855.234375 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -73855.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -73856.203125 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -73856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -73856.445312 Penalty: 705.345093
	Iteration 16Q: 3 clusters Score -73856.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -73856.609375 Penalty: 705.345093
	Iteration 17Q: 3 clusters Score -73856.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -73856.609375 Penalty: 705.345093
	Iteration 18F: 3 clusters Score -73856.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -14593.698242 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -14593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -14108.866211 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -14108.87 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14216.674805 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -14216.67 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14238.198242 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -14238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -14247.251953 Penalty: 561.244019
	Iteration 3Q: 3 clusters Score -14247.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14251.623047 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -14251.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -14261.421875 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -14261.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -14269.128906 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -14269.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14274.021484 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -14274.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -14280.656250 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -14280.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -14286.726562 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -14286.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14294.875977 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -14294.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -14298.721680 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -14298.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -14302.502930 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -14302.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14304.215820 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -14304.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14305.415039 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -14305.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -14305.415039 Penalty: 561.244019
	Iteration 15F: 3 clusters Score -14305.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -74152.742188 Penalty: 350.814331
	Iteration 0F: 2 clusters Score -74152.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -72552.429688 Penalty: 701.628662
	Iteration 0F: 3 clusters Score -72552.43 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -73036.734375 Penalty: 701.628662
	Iteration 1F: 3 clusters Score -73036.73 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -73096.460938 Penalty: 701.628662
	Iteration 2F: 3 clusters Score -73096.46 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -73148.250000 Penalty: 701.628662
	Iteration 3F: 3 clusters Score -73148.25 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -73195.679688 Penalty: 701.628662
	Iteration 4Q: 3 clusters Score -73195.68 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -73239.664062 Penalty: 701.628662
	Iteration 5Q: 3 clusters Score -73239.66 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -73308.179688 Penalty: 701.628662
	Iteration 6Q: 3 clusters Score -73308.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -73373.609375 Penalty: 701.628662
	Iteration 7Q: 3 clusters Score -73373.61 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -73449.031250 Penalty: 701.628662
	Iteration 8Q: 3 clusters Score -73449.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -73519.593750 Penalty: 701.628662
	Iteration 9Q: 3 clusters Score -73519.59 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -73576.320312 Penalty: 701.628662
	Iteration 10Q: 3 clusters Score -73576.32 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -73621.070312 Penalty: 701.628662
	Iteration 11Q: 3 clusters Score -73621.07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -73651.304688 Penalty: 701.628662
	Iteration 12Q: 3 clusters Score -73651.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -73667.750000 Penalty: 701.628662
	Iteration 13Q: 3 clusters Score -73667.75 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -73678.101562 Penalty: 701.628662
	Iteration 14Q: 3 clusters Score -73678.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -73682.867188 Penalty: 701.628662
	Iteration 15Q: 3 clusters Score -73682.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -73685.257812 Penalty: 701.628662
	Iteration 16Q: 3 clusters Score -73685.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -73688.546875 Penalty: 701.628662
	Iteration 17Q: 3 clusters Score -73688.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -73691.609375 Penalty: 701.628662
	Iteration 18Q: 3 clusters Score -73691.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -73694.296875 Penalty: 701.628662
	Iteration 19Q: 3 clusters Score -73694.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -73696.429688 Penalty: 701.628662
	Iteration 20F: 3 clusters Score -73696.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -73699.796875 Penalty: 701.628662
	Iteration 21Q: 3 clusters Score -73699.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -73701.796875 Penalty: 701.628662
	Iteration 22Q: 3 clusters Score -73701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -73703.304688 Penalty: 701.628662
	Iteration 23Q: 3 clusters Score -73703.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -73704.703125 Penalty: 701.628662
	Iteration 24Q: 3 clusters Score -73704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -73706.765625 Penalty: 701.628662
	Iteration 25Q: 3 clusters Score -73706.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -73708.515625 Penalty: 701.628662
	Iteration 26Q: 3 clusters Score -73708.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -73709.437500 Penalty: 701.628662
	Iteration 27Q: 3 clusters Score -73709.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -73710.531250 Penalty: 701.628662
	Iteration 28Q: 3 clusters Score -73710.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -73712.734375 Penalty: 701.628662
	Iteration 29Q: 3 clusters Score -73712.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -73714.562500 Penalty: 701.628662
	Iteration 30Q: 3 clusters Score -73714.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -73716.367188 Penalty: 701.628662
	Iteration 31Q: 3 clusters Score -73716.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -73717.484375 Penalty: 701.628662
	Iteration 32Q: 3 clusters Score -73717.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -73717.984375 Penalty: 701.628662
	Iteration 33Q: 3 clusters Score -73717.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -73718.460938 Penalty: 701.628662
	Iteration 34Q: 3 clusters Score -73718.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -73718.390625 Penalty: 701.628662
	Iteration 35Q: 3 clusters Score -73718.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -73718.390625 Penalty: 701.628662
	Iteration 36F: 3 clusters Score -73718.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -187520.734375 Penalty: 391.126617
	Iteration 0F: 2 clusters Score -187520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -183845.125000 Penalty: 782.253235
	Iteration 0F: 3 clusters Score -183845.1 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -185157.187500 Penalty: 782.253235
	Iteration 1F: 3 clusters Score -185157.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -185255.765625 Penalty: 782.253235
	Iteration 2Q: 3 clusters Score -185255.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -185358.406250 Penalty: 782.253235
	Iteration 3Q: 3 clusters Score -185358.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -185498.921875 Penalty: 782.253235
	Iteration 4Q: 3 clusters Score -185498.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -185718.468750 Penalty: 782.253235
	Iteration 5F: 3 clusters Score -185718.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -186005.093750 Penalty: 782.253235
	Iteration 6F: 3 clusters Score -186005.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -186313.484375 Penalty: 782.253235
	Iteration 7F: 3 clusters Score -186313.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -186571.765625 Penalty: 782.253235
	Iteration 8F: 3 clusters Score -186571.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -186756.781250 Penalty: 782.253235
	Iteration 9Q: 3 clusters Score -186756.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -186880.000000 Penalty: 782.253235
	Iteration 10Q: 3 clusters Score -186880 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -186968.796875 Penalty: 782.253235
	Iteration 11Q: 3 clusters Score -186968.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -187025.968750 Penalty: 782.253235
	Iteration 12Q: 3 clusters Score -187026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -187057.406250 Penalty: 782.253235
	Iteration 13Q: 3 clusters Score -187057.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -187087.734375 Penalty: 782.253235
	Iteration 14Q: 3 clusters Score -187087.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -187108.406250 Penalty: 782.253235
	Iteration 15Q: 3 clusters Score -187108.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -187127.281250 Penalty: 782.253235
	Iteration 16Q: 3 clusters Score -187127.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -187139.453125 Penalty: 782.253235
	Iteration 17Q: 3 clusters Score -187139.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -187152.125000 Penalty: 782.253235
	Iteration 18Q: 3 clusters Score -187152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -187159.515625 Penalty: 782.253235
	Iteration 19Q: 3 clusters Score -187159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -187166.250000 Penalty: 782.253235
	Iteration 20F: 3 clusters Score -187166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -187174.046875 Penalty: 782.253235
	Iteration 21Q: 3 clusters Score -187174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -187181.390625 Penalty: 782.253235
	Iteration 22Q: 3 clusters Score -187181.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -187182.187500 Penalty: 782.253235
	Iteration 23Q: 3 clusters Score -187182.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -187182.187500 Penalty: 782.253235
	Iteration 24F: 3 clusters Score -187182.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Entering Unmasked Estep 
Score: -501394.375000 Penalty: 439.420197
	Iteration 0F: 2 clusters Score -501394.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -491019.156250 Penalty: 878.840393
	Iteration 0F: 3 clusters Score -491019.2 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -495342.031250 Penalty: 878.840393
	Iteration 1F: 3 clusters Score -495342 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -495768.875000 Penalty: 878.840393
	Iteration 2F: 3 clusters Score -495768.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -496271.781250 Penalty: 878.840393
	Iteration 3F: 3 clusters Score -496271.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -496854.718750 Penalty: 878.840393
	Iteration 4F: 3 clusters Score -496854.7 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -497624.750000 Penalty: 878.840393
	Iteration 5F: 3 clusters Score -497624.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -498397.093750 Penalty: 878.840393
	Iteration 6F: 3 clusters Score -498397.1 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -498892.312500 Penalty: 878.840393
	Iteration 7F: 3 clusters Score -498892.3 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -499154.406250 Penalty: 878.840393
	Iteration 8Q: 3 clusters Score -499154.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -499279.093750 Penalty: 878.840393
	Iteration 9Q: 3 clusters Score -499279.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -499360.812500 Penalty: 878.840393
	Iteration 10Q: 3 clusters Score -499360.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -499416.750000 Penalty: 878.840393
	Iteration 11Q: 3 clusters Score -499416.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -499468.562500 Penalty: 878.840393
	Iteration 12Q: 3 clusters Score -499468.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -499519.875000 Penalty: 878.840393
	Iteration 13Q: 3 clusters Score -499519.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -499566.500000 Penalty: 878.840393
	Iteration 14Q: 3 clusters Score -499566.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -499609.343750 Penalty: 878.840393
	Iteration 15Q: 3 clusters Score -499609.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -499647.593750 Penalty: 878.840393
	Iteration 16Q: 3 clusters Score -499647.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -499684.437500 Penalty: 878.840393
	Iteration 17Q: 3 clusters Score -499684.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -499726.937500 Penalty: 878.840393
	Iteration 18Q: 3 clusters Score -499726.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -499766.375000 Penalty: 878.840393
	Iteration 19Q: 3 clusters Score -499766.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -499801.656250 Penalty: 878.840393
	Iteration 20F: 3 clusters Score -499801.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -499837.875000 Penalty: 878.840393
	Iteration 21Q: 3 clusters Score -499837.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -499876.781250 Penalty: 878.840393
	Iteration 22Q: 3 clusters Score -499876.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -499923.687500 Penalty: 878.840393
	Iteration 23Q: 3 clusters Score -499923.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -499969.125000 Penalty: 878.840393
	Iteration 24Q: 3 clusters Score -499969.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -500024.125000 Penalty: 878.840393
	Iteration 25Q: 3 clusters Score -500024.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -500084.625000 Penalty: 878.840393
	Iteration 26Q: 3 clusters Score -500084.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -500140.531250 Penalty: 878.840393
	Iteration 27Q: 3 clusters Score -500140.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -500205.062500 Penalty: 878.840393
	Iteration 28Q: 3 clusters Score -500205.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -500275.500000 Penalty: 878.840393
	Iteration 29Q: 3 clusters Score -500275.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -500349.906250 Penalty: 878.840393
	Iteration 30Q: 3 clusters Score -500349.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -500431.218750 Penalty: 878.840393
	Iteration 31Q: 3 clusters Score -500431.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -500523.500000 Penalty: 878.840393
	Iteration 32Q: 3 clusters Score -500523.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -500604.625000 Penalty: 878.840393
	Iteration 33Q: 3 clusters Score -500604.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -500686.062500 Penalty: 878.840393
	Iteration 34Q: 3 clusters Score -500686.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -500744.500000 Penalty: 878.840393
	Iteration 35Q: 3 clusters Score -500744.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -500786.625000 Penalty: 878.840393
	Iteration 36Q: 3 clusters Score -500786.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -500818.250000 Penalty: 878.840393
	Iteration 37Q: 3 clusters Score -500818.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -500851.093750 Penalty: 878.840393
	Iteration 38Q: 3 clusters Score -500851.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -500883.875000 Penalty: 878.840393
	Iteration 39Q: 3 clusters Score -500883.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -500914.500000 Penalty: 878.840393
	Iteration 40F: 3 clusters Score -500914.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -500948.375000 Penalty: 878.840393
	Iteration 41Q: 3 clusters Score -500948.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -500967.281250 Penalty: 878.840393
	Iteration 42Q: 3 clusters Score -500967.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -500982.593750 Penalty: 878.840393
	Iteration 43Q: 3 clusters Score -500982.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -500995.843750 Penalty: 878.840393
	Iteration 44Q: 3 clusters Score -500995.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -501005.000000 Penalty: 878.840393
	Iteration 45Q: 3 clusters Score -501005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -501016.500000 Penalty: 878.840393
	Iteration 46Q: 3 clusters Score -501016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -501025.968750 Penalty: 878.840393
	Iteration 47Q: 3 clusters Score -501026 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -501037.656250 Penalty: 878.840393
	Iteration 48Q: 3 clusters Score -501037.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -501041.125000 Penalty: 878.840393
	Iteration 49Q: 3 clusters Score -501041.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -501049.968750 Penalty: 878.840393
	Iteration 50Q: 3 clusters Score -501050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -501056.531250 Penalty: 878.840393
	Iteration 51Q: 3 clusters Score -501056.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -501061.062500 Penalty: 878.840393
	Iteration 52Q: 3 clusters Score -501061.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -501066.968750 Penalty: 878.840393
	Iteration 53Q: 3 clusters Score -501067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -501069.437500 Penalty: 878.840393
	Iteration 54Q: 3 clusters Score -501069.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -501074.687500 Penalty: 878.840393
	Iteration 55Q: 3 clusters Score -501074.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -501076.468750 Penalty: 878.840393
	Iteration 56Q: 3 clusters Score -501076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -501078.562500 Penalty: 878.840393
	Iteration 57Q: 3 clusters Score -501078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -501080.312500 Penalty: 878.840393
	Iteration 58Q: 3 clusters Score -501080.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -501084.312500 Penalty: 878.840393
	Iteration 59Q: 3 clusters Score -501084.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -501085.437500 Penalty: 878.840393
	Iteration 60F: 3 clusters Score -501085.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 15295 members 
Entering Unmasked Estep 
Score: -501085.375000 Penalty: 878.840393
	Iteration 61Q: 3 clusters Score -501085.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -501084.968750 Penalty: 878.840393
	Iteration 62Q: 3 clusters Score -501085 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -501084.968750 Penalty: 878.840393
	Iteration 63F: 3 clusters Score -501085 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44158 members 
Entering Unmasked Estep 
Score: -1409387.875000 Penalty: 486.646576
	Iteration 0F: 2 clusters Score -1409388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -1379780.500000 Penalty: 973.293152
	Iteration 0F: 3 clusters Score -1379780 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -1392281.750000 Penalty: 973.293152
	Iteration 1F: 3 clusters Score -1392282 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -1392786.625000 Penalty: 973.293152
	Iteration 2Q: 3 clusters Score -1392787 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -1393650.500000 Penalty: 973.293152
	Iteration 3Q: 3 clusters Score -1393650 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -1395263.875000 Penalty: 973.293152
	Iteration 4F: 3 clusters Score -1395264 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -1397785.000000 Penalty: 973.293152
	Iteration 5F: 3 clusters Score -1397785 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -1401166.125000 Penalty: 973.293152
	Iteration 6F: 3 clusters Score -1401166 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -1404386.875000 Penalty: 973.293152
	Iteration 7F: 3 clusters Score -1404387 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -1406391.250000 Penalty: 973.293152
	Iteration 8Q: 3 clusters Score -1406391 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -1407280.500000 Penalty: 973.293152
	Iteration 9Q: 3 clusters Score -1407280 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -1407785.750000 Penalty: 973.293152
	Iteration 10Q: 3 clusters Score -1407786 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -1408127.375000 Penalty: 973.293152
	Iteration 11Q: 3 clusters Score -1408127 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -1408401.250000 Penalty: 973.293152
	Iteration 12Q: 3 clusters Score -1408401 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -1408626.875000 Penalty: 973.293152
	Iteration 13Q: 3 clusters Score -1408627 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -1408764.875000 Penalty: 973.293152
	Iteration 14Q: 3 clusters Score -1408765 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -1408883.000000 Penalty: 973.293152
	Iteration 15Q: 3 clusters Score -1408883 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -1408976.125000 Penalty: 973.293152
	Iteration 16Q: 3 clusters Score -1408976 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -1409048.500000 Penalty: 973.293152
	Iteration 17Q: 3 clusters Score -1409048 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -1409108.500000 Penalty: 973.293152
	Iteration 18Q: 3 clusters Score -1409108 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -1409160.000000 Penalty: 973.293152
	Iteration 19Q: 3 clusters Score -1409160 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 42431 members 
Entering Unmasked Estep 
Score: -1409200.125000 Penalty: 973.293152
	Iteration 20F: 3 clusters Score -1409200 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -1409228.000000 Penalty: 973.293152
	Iteration 21Q: 3 clusters Score -1409228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -1409249.875000 Penalty: 973.293152
	Iteration 22Q: 3 clusters Score -1409250 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -1409270.750000 Penalty: 973.293152
	Iteration 23Q: 3 clusters Score -1409271 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -1409282.250000 Penalty: 973.293152
	Iteration 24Q: 3 clusters Score -1409282 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -1409295.125000 Penalty: 973.293152
	Iteration 25Q: 3 clusters Score -1409295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -1409306.875000 Penalty: 973.293152
	Iteration 26Q: 3 clusters Score -1409307 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -1409317.000000 Penalty: 973.293152
	Iteration 27Q: 3 clusters Score -1409317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -1409327.750000 Penalty: 973.293152
	Iteration 28Q: 3 clusters Score -1409328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -1409331.250000 Penalty: 973.293152
	Iteration 29Q: 3 clusters Score -1409331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -1409339.125000 Penalty: 973.293152
	Iteration 30Q: 3 clusters Score -1409339 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -1409341.625000 Penalty: 973.293152
	Iteration 31Q: 3 clusters Score -1409342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -1409344.875000 Penalty: 973.293152
	Iteration 32Q: 3 clusters Score -1409345 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -1409349.625000 Penalty: 973.293152
	Iteration 33Q: 3 clusters Score -1409350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -1409352.250000 Penalty: 973.293152
	Iteration 34Q: 3 clusters Score -1409352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -1409352.375000 Penalty: 973.293152
	Iteration 35Q: 3 clusters Score -1409352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 43113 members 
Entering Unmasked Estep 
Score: -1409355.125000 Penalty: 973.293152
	Iteration 36Q: 3 clusters Score -1409355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43120 members 
Entering Unmasked Estep 
Score: -1409357.750000 Penalty: 973.293152
	Iteration 37Q: 3 clusters Score -1409358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -1409356.250000 Penalty: 973.293152
	Iteration 38Q: 3 clusters Score -1409356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -1409361.875000 Penalty: 973.293152
	Iteration 39Q: 3 clusters Score -1409362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -1409366.875000 Penalty: 973.293152
	Iteration 40F: 3 clusters Score -1409367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -1409367.625000 Penalty: 973.293152
	Iteration 41Q: 3 clusters Score -1409368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -1409367.125000 Penalty: 973.293152
	Iteration 42Q: 3 clusters Score -1409367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -1409366.125000 Penalty: 973.293152
	Iteration 43Q: 3 clusters Score -1409366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -1409365.875000 Penalty: 973.293152
	Iteration 44Q: 3 clusters Score -1409366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -1409364.125000 Penalty: 973.293152
	Iteration 45Q: 3 clusters Score -1409364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -1409364.875000 Penalty: 973.293152
	Iteration 46Q: 3 clusters Score -1409365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -1409365.375000 Penalty: 973.293152
	Iteration 47Q: 3 clusters Score -1409365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -1409367.250000 Penalty: 973.293152
	Iteration 48Q: 3 clusters Score -1409367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -1409368.500000 Penalty: 973.293152
	Iteration 49Q: 3 clusters Score -1409368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -1409368.375000 Penalty: 973.293152
	Iteration 50Q: 3 clusters Score -1409368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -1409369.000000 Penalty: 973.293152
	Iteration 51Q: 3 clusters Score -1409369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -1409368.625000 Penalty: 973.293152
	Iteration 52Q: 3 clusters Score -1409369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -1409369.625000 Penalty: 973.293152
	Iteration 53Q: 3 clusters Score -1409370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -1409370.375000 Penalty: 973.293152
	Iteration 54Q: 3 clusters Score -1409370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -1409371.875000 Penalty: 973.293152
	Iteration 55Q: 3 clusters Score -1409372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -1409371.125000 Penalty: 973.293152
	Iteration 56Q: 3 clusters Score -1409371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -1409370.250000 Penalty: 973.293152
	Iteration 57Q: 3 clusters Score -1409370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -1409373.375000 Penalty: 973.293152
	Iteration 58Q: 3 clusters Score -1409373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -1409372.750000 Penalty: 973.293152
	Iteration 59Q: 3 clusters Score -1409373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43227 members 
Entering Unmasked Estep 
Score: -1409374.500000 Penalty: 973.293152
	Iteration 60F: 3 clusters Score -1409374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -1409373.250000 Penalty: 973.293152
	Iteration 61Q: 3 clusters Score -1409373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -1409372.625000 Penalty: 973.293152
	Iteration 62Q: 3 clusters Score -1409373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -1409374.125000 Penalty: 973.293152
	Iteration 63Q: 3 clusters Score -1409374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -1409374.250000 Penalty: 973.293152
	Iteration 64Q: 3 clusters Score -1409374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -1409374.000000 Penalty: 973.293152
	Iteration 65Q: 3 clusters Score -1409374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -1409376.750000 Penalty: 973.293152
	Iteration 66Q: 3 clusters Score -1409377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -1409379.125000 Penalty: 973.293152
	Iteration 67Q: 3 clusters Score -1409379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -1409379.125000 Penalty: 973.293152
	Iteration 68Q: 3 clusters Score -1409379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -1409379.125000 Penalty: 973.293152
	Iteration 69F: 3 clusters Score -1409379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -78146.390625 Penalty: 353.717682
	Iteration 0F: 2 clusters Score -78146.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -76468.078125 Penalty: 707.435364
	Iteration 0F: 3 clusters Score -76468.08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -77015.835938 Penalty: 707.435364
	Iteration 1F: 3 clusters Score -77015.84 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -77118.828125 Penalty: 707.435364
	Iteration 2F: 3 clusters Score -77118.83 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -77226.851562 Penalty: 707.435364
	Iteration 3F: 3 clusters Score -77226.85 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -77341.460938 Penalty: 707.435364
	Iteration 4F: 3 clusters Score -77341.46 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -77451.343750 Penalty: 707.435364
	Iteration 5F: 3 clusters Score -77451.34 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -77578.132812 Penalty: 707.435364
	Iteration 6F: 3 clusters Score -77578.13 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -77679.000000 Penalty: 707.435364
	Iteration 7F: 3 clusters Score -77679 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -77746.718750 Penalty: 707.435364
	Iteration 8Q: 3 clusters Score -77746.72 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -77798.828125 Penalty: 707.435364
	Iteration 9Q: 3 clusters Score -77798.83 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -77836.140625 Penalty: 707.435364
	Iteration 10Q: 3 clusters Score -77836.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -77859.992188 Penalty: 707.435364
	Iteration 11Q: 3 clusters Score -77859.99 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -77873.007812 Penalty: 707.435364
	Iteration 12Q: 3 clusters Score -77873.01 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -77883.390625 Penalty: 707.435364
	Iteration 13Q: 3 clusters Score -77883.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -77886.718750 Penalty: 707.435364
	Iteration 14Q: 3 clusters Score -77886.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -77889.140625 Penalty: 707.435364
	Iteration 15Q: 3 clusters Score -77889.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -77890.695312 Penalty: 707.435364
	Iteration 16Q: 3 clusters Score -77890.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -77892.062500 Penalty: 707.435364
	Iteration 17Q: 3 clusters Score -77892.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -77892.765625 Penalty: 707.435364
	Iteration 18Q: 3 clusters Score -77892.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -77893.203125 Penalty: 707.435364
	Iteration 19Q: 3 clusters Score -77893.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -77893.429688 Penalty: 707.435364
	Iteration 20F: 3 clusters Score -77893.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -77893.585938 Penalty: 707.435364
	Iteration 21Q: 3 clusters Score -77893.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -77893.820312 Penalty: 707.435364
	Iteration 22Q: 3 clusters Score -77893.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -77893.921875 Penalty: 707.435364
	Iteration 23Q: 3 clusters Score -77893.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -77894.320312 Penalty: 707.435364
	Iteration 24Q: 3 clusters Score -77894.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -77894.453125 Penalty: 707.435364
	Iteration 25Q: 3 clusters Score -77894.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -77894.453125 Penalty: 707.435364
	Iteration 26F: 3 clusters Score -77894.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (14391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Entering Unmasked Estep 
Score: -412744.312500 Penalty: 435.633301
	Iteration 0F: 2 clusters Score -412744.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -403166.687500 Penalty: 871.266602
	Iteration 0F: 3 clusters Score -403166.7 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -407059.968750 Penalty: 871.266602
	Iteration 1F: 3 clusters Score -407060 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -407395.656250 Penalty: 871.266602
	Iteration 2F: 3 clusters Score -407395.7 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -407889.781250 Penalty: 871.266602
	Iteration 3F: 3 clusters Score -407889.8 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -408667.781250 Penalty: 871.266602
	Iteration 4F: 3 clusters Score -408667.8 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -409626.718750 Penalty: 871.266602
	Iteration 5F: 3 clusters Score -409626.7 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -410645.187500 Penalty: 871.266602
	Iteration 6F: 3 clusters Score -410645.2 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -411505.437500 Penalty: 871.266602
	Iteration 7F: 3 clusters Score -411505.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -412191.906250 Penalty: 871.266602
	Iteration 8Q: 3 clusters Score -412191.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -412496.750000 Penalty: 871.266602
	Iteration 9Q: 3 clusters Score -412496.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -412585.250000 Penalty: 871.266602
	Iteration 10Q: 3 clusters Score -412585.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -412628.625000 Penalty: 871.266602
	Iteration 11Q: 3 clusters Score -412628.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -412654.593750 Penalty: 871.266602
	Iteration 12Q: 3 clusters Score -412654.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -412665.843750 Penalty: 871.266602
	Iteration 13Q: 3 clusters Score -412665.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -412673.937500 Penalty: 871.266602
	Iteration 14Q: 3 clusters Score -412673.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -412681.031250 Penalty: 871.266602
	Iteration 15Q: 3 clusters Score -412681 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -412685.406250 Penalty: 871.266602
	Iteration 16Q: 3 clusters Score -412685.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -412686.531250 Penalty: 871.266602
	Iteration 17Q: 3 clusters Score -412686.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -412688.312500 Penalty: 871.266602
	Iteration 18Q: 3 clusters Score -412688.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -412688.250000 Penalty: 871.266602
	Iteration 19Q: 3 clusters Score -412688.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -412688.906250 Penalty: 871.266602
	Iteration 20F: 3 clusters Score -412688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -412689.875000 Penalty: 871.266602
	Iteration 21Q: 3 clusters Score -412689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -412690.968750 Penalty: 871.266602
	Iteration 22Q: 3 clusters Score -412691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -412690.750000 Penalty: 871.266602
	Iteration 23Q: 3 clusters Score -412690.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -412691.125000 Penalty: 871.266602
	Iteration 24Q: 3 clusters Score -412691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -412690.687500 Penalty: 871.266602
	Iteration 25Q: 3 clusters Score -412690.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -412691.437500 Penalty: 871.266602
	Iteration 26Q: 3 clusters Score -412691.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -412690.875000 Penalty: 871.266602
	Iteration 27Q: 3 clusters Score -412690.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -412690.875000 Penalty: 871.266602
	Iteration 28F: 3 clusters Score -412690.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Entering Unmasked Estep 
Score: -776439.750000 Penalty: 459.319519
	Iteration 0F: 2 clusters Score -776439.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -760282.562500 Penalty: 918.639038
	Iteration 0F: 3 clusters Score -760282.6 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -767070.312500 Penalty: 918.639038
	Iteration 1F: 3 clusters Score -767070.3 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -767584.562500 Penalty: 918.639038
	Iteration 2Q: 3 clusters Score -767584.6 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -768374.625000 Penalty: 918.639038
	Iteration 3F: 3 clusters Score -768374.6 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -769658.812500 Penalty: 918.639038
	Iteration 4F: 3 clusters Score -769658.8 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -771388.250000 Penalty: 918.639038
	Iteration 5F: 3 clusters Score -771388.2 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -773013.750000 Penalty: 918.639038
	Iteration 6F: 3 clusters Score -773013.8 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -773870.187500 Penalty: 918.639038
	Iteration 7F: 3 clusters Score -773870.2 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -774267.875000 Penalty: 918.639038
	Iteration 8Q: 3 clusters Score -774267.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -774580.937500 Penalty: 918.639038
	Iteration 9Q: 3 clusters Score -774580.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -774886.812500 Penalty: 918.639038
	Iteration 10Q: 3 clusters Score -774886.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -775149.250000 Penalty: 918.639038
	Iteration 11Q: 3 clusters Score -775149.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -775345.875000 Penalty: 918.639038
	Iteration 12Q: 3 clusters Score -775345.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -775497.375000 Penalty: 918.639038
	Iteration 13Q: 3 clusters Score -775497.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -775601.812500 Penalty: 918.639038
	Iteration 14Q: 3 clusters Score -775601.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -775682.875000 Penalty: 918.639038
	Iteration 15Q: 3 clusters Score -775682.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -775735.187500 Penalty: 918.639038
	Iteration 16Q: 3 clusters Score -775735.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -775787.000000 Penalty: 918.639038
	Iteration 17Q: 3 clusters Score -775787 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -775830.750000 Penalty: 918.639038
	Iteration 18Q: 3 clusters Score -775830.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -775875.875000 Penalty: 918.639038
	Iteration 19Q: 3 clusters Score -775875.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -775909.562500 Penalty: 918.639038
	Iteration 20F: 3 clusters Score -775909.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -775938.937500 Penalty: 918.639038
	Iteration 21Q: 3 clusters Score -775938.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -775968.937500 Penalty: 918.639038
	Iteration 22Q: 3 clusters Score -775968.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -775998.500000 Penalty: 918.639038
	Iteration 23Q: 3 clusters Score -775998.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -776017.750000 Penalty: 918.639038
	Iteration 24Q: 3 clusters Score -776017.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -776036.687500 Penalty: 918.639038
	Iteration 25Q: 3 clusters Score -776036.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -776064.062500 Penalty: 918.639038
	Iteration 26Q: 3 clusters Score -776064.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -776083.750000 Penalty: 918.639038
	Iteration 27Q: 3 clusters Score -776083.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -776096.500000 Penalty: 918.639038
	Iteration 28Q: 3 clusters Score -776096.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -776113.937500 Penalty: 918.639038
	Iteration 29Q: 3 clusters Score -776113.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -776131.500000 Penalty: 918.639038
	Iteration 30Q: 3 clusters Score -776131.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -776144.625000 Penalty: 918.639038
	Iteration 31Q: 3 clusters Score -776144.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -776159.500000 Penalty: 918.639038
	Iteration 32Q: 3 clusters Score -776159.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -776175.062500 Penalty: 918.639038
	Iteration 33Q: 3 clusters Score -776175.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -776185.562500 Penalty: 918.639038
	Iteration 34Q: 3 clusters Score -776185.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -776194.812500 Penalty: 918.639038
	Iteration 35Q: 3 clusters Score -776194.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -776200.687500 Penalty: 918.639038
	Iteration 36Q: 3 clusters Score -776200.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -776208.062500 Penalty: 918.639038
	Iteration 37Q: 3 clusters Score -776208.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -776213.062500 Penalty: 918.639038
	Iteration 38Q: 3 clusters Score -776213.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -776218.625000 Penalty: 918.639038
	Iteration 39Q: 3 clusters Score -776218.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -776222.875000 Penalty: 918.639038
	Iteration 40F: 3 clusters Score -776222.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -776220.812500 Penalty: 918.639038
	Iteration 41Q: 3 clusters Score -776220.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -776222.000000 Penalty: 918.639038
	Iteration 42Q: 3 clusters Score -776222 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -776226.875000 Penalty: 918.639038
	Iteration 43Q: 3 clusters Score -776226.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -776228.625000 Penalty: 918.639038
	Iteration 44Q: 3 clusters Score -776228.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -776229.125000 Penalty: 918.639038
	Iteration 45Q: 3 clusters Score -776229.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -776230.875000 Penalty: 918.639038
	Iteration 46Q: 3 clusters Score -776230.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -776235.687500 Penalty: 918.639038
	Iteration 47Q: 3 clusters Score -776235.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -776238.500000 Penalty: 918.639038
	Iteration 48Q: 3 clusters Score -776238.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -776239.562500 Penalty: 918.639038
	Iteration 49Q: 3 clusters Score -776239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -776240.000000 Penalty: 918.639038
	Iteration 50Q: 3 clusters Score -776240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -776240.750000 Penalty: 918.639038
	Iteration 51Q: 3 clusters Score -776240.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -776243.562500 Penalty: 918.639038
	Iteration 52Q: 3 clusters Score -776243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -776243.687500 Penalty: 918.639038
	Iteration 53Q: 3 clusters Score -776243.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -776247.375000 Penalty: 918.639038
	Iteration 54Q: 3 clusters Score -776247.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -776247.250000 Penalty: 918.639038
	Iteration 55Q: 3 clusters Score -776247.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -776248.625000 Penalty: 918.639038
	Iteration 56Q: 3 clusters Score -776248.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -776250.437500 Penalty: 918.639038
	Iteration 57Q: 3 clusters Score -776250.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -776251.375000 Penalty: 918.639038
	Iteration 58Q: 3 clusters Score -776251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -776252.312500 Penalty: 918.639038
	Iteration 59Q: 3 clusters Score -776252.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -776253.937500 Penalty: 918.639038
	Iteration 60F: 3 clusters Score -776253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -776253.062500 Penalty: 918.639038
	Iteration 61Q: 3 clusters Score -776253.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -776253.312500 Penalty: 918.639038
	Iteration 62Q: 3 clusters Score -776253.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -776252.687500 Penalty: 918.639038
	Iteration 63Q: 3 clusters Score -776252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -776252.937500 Penalty: 918.639038
	Iteration 64Q: 3 clusters Score -776252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -776252.750000 Penalty: 918.639038
	Iteration 65Q: 3 clusters Score -776252.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -776253.000000 Penalty: 918.639038
	Iteration 66Q: 3 clusters Score -776253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -776253.687500 Penalty: 918.639038
	Iteration 67Q: 3 clusters Score -776253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -776254.312500 Penalty: 918.639038
	Iteration 68Q: 3 clusters Score -776254.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -776254.125000 Penalty: 918.639038
	Iteration 69Q: 3 clusters Score -776254.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -776254.812500 Penalty: 918.639038
	Iteration 70Q: 3 clusters Score -776254.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -776254.750000 Penalty: 918.639038
	Iteration 71Q: 3 clusters Score -776254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -776254.875000 Penalty: 918.639038
	Iteration 72Q: 3 clusters Score -776254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -776253.500000 Penalty: 918.639038
	Iteration 73Q: 3 clusters Score -776253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -776255.062500 Penalty: 918.639038
	Iteration 74Q: 3 clusters Score -776255.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -776253.500000 Penalty: 918.639038
	Iteration 75Q: 3 clusters Score -776253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -776255.000000 Penalty: 918.639038
	Iteration 76Q: 3 clusters Score -776255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -776255.250000 Penalty: 918.639038
	Iteration 77Q: 3 clusters Score -776255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -776256.000000 Penalty: 918.639038
	Iteration 78Q: 3 clusters Score -776256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -776256.812500 Penalty: 918.639038
	Iteration 79Q: 3 clusters Score -776256.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -776257.250000 Penalty: 918.639038
	Iteration 80F: 3 clusters Score -776257.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -776258.000000 Penalty: 918.639038
	Iteration 81Q: 3 clusters Score -776258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -776257.937500 Penalty: 918.639038
	Iteration 82Q: 3 clusters Score -776257.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -776258.500000 Penalty: 918.639038
	Iteration 83Q: 3 clusters Score -776258.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -776258.187500 Penalty: 918.639038
	Iteration 84Q: 3 clusters Score -776258.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -776258.875000 Penalty: 918.639038
	Iteration 85Q: 3 clusters Score -776258.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -776259.437500 Penalty: 918.639038
	Iteration 86Q: 3 clusters Score -776259.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -776259.437500 Penalty: 918.639038
	Iteration 87F: 3 clusters Score -776259.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -42065.796875 Penalty: 334.971466
	Iteration 0F: 2 clusters Score -42065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -40899.207031 Penalty: 669.942932
	Iteration 0F: 3 clusters Score -40899.21 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -41237.457031 Penalty: 669.942932
	Iteration 1F: 3 clusters Score -41237.46 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -41332.179688 Penalty: 669.942932
	Iteration 2F: 3 clusters Score -41332.18 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -41433.335938 Penalty: 669.942932
	Iteration 3F: 3 clusters Score -41433.34 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -41522.566406 Penalty: 669.942932
	Iteration 4F: 3 clusters Score -41522.57 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -41619.566406 Penalty: 669.942932
	Iteration 5F: 3 clusters Score -41619.57 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -41707.871094 Penalty: 669.942932
	Iteration 6F: 3 clusters Score -41707.87 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -41778.304688 Penalty: 669.942932
	Iteration 7F: 3 clusters Score -41778.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -41819.351562 Penalty: 669.942932
	Iteration 8Q: 3 clusters Score -41819.35 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -41853.027344 Penalty: 669.942932
	Iteration 9Q: 3 clusters Score -41853.03 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -41880.730469 Penalty: 669.942932
	Iteration 10Q: 3 clusters Score -41880.73 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -41907.246094 Penalty: 669.942932
	Iteration 11Q: 3 clusters Score -41907.25 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -41928.429688 Penalty: 669.942932
	Iteration 12Q: 3 clusters Score -41928.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -41952.968750 Penalty: 669.942932
	Iteration 13Q: 3 clusters Score -41952.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -41966.613281 Penalty: 669.942932
	Iteration 14Q: 3 clusters Score -41966.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -41974.792969 Penalty: 669.942932
	Iteration 15Q: 3 clusters Score -41974.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -41980.343750 Penalty: 669.942932
	Iteration 16Q: 3 clusters Score -41980.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -41985.609375 Penalty: 669.942932
	Iteration 17Q: 3 clusters Score -41985.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -41989.199219 Penalty: 669.942932
	Iteration 18Q: 3 clusters Score -41989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -41990.812500 Penalty: 669.942932
	Iteration 19Q: 3 clusters Score -41990.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -41991.804688 Penalty: 669.942932
	Iteration 20F: 3 clusters Score -41991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -41992.851562 Penalty: 669.942932
	Iteration 21Q: 3 clusters Score -41992.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -41995.648438 Penalty: 669.942932
	Iteration 22Q: 3 clusters Score -41995.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -41999.898438 Penalty: 669.942932
	Iteration 23Q: 3 clusters Score -41999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -42002.929688 Penalty: 669.942932
	Iteration 24Q: 3 clusters Score -42002.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -42005.218750 Penalty: 669.942932
	Iteration 25Q: 3 clusters Score -42005.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -42006.714844 Penalty: 669.942932
	Iteration 26Q: 3 clusters Score -42006.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -42007.167969 Penalty: 669.942932
	Iteration 27Q: 3 clusters Score -42007.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -42007.656250 Penalty: 669.942932
	Iteration 28Q: 3 clusters Score -42007.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -42008.152344 Penalty: 669.942932
	Iteration 29Q: 3 clusters Score -42008.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -42009.179688 Penalty: 669.942932
	Iteration 30Q: 3 clusters Score -42009.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42009.578125 Penalty: 669.942932
	Iteration 31Q: 3 clusters Score -42009.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -42009.578125 Penalty: 669.942932
	Iteration 32F: 3 clusters Score -42009.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -34082.648438 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -34082.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -33233.667969 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -33233.67 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -33479.062500 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -33479.06 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -33540.765625 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -33540.77 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -33596.996094 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -33597 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -33648.421875 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -33648.42 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -33693.210938 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -33693.21 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -33716.679688 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -33716.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -33729.644531 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -33729.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -33740.398438 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -33740.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -33751.144531 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -33751.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -33757.574219 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -33757.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -33764.835938 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -33764.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -33768.027344 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -33768.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -33769.902344 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -33769.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -33772.757812 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -33772.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -33774.605469 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -33774.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -33776.484375 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -33776.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -33778.476562 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -33778.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -33778.804688 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -33778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -33779.390625 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -33779.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -33779.390625 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -33779.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -160200.406250 Penalty: 385.977234
	Iteration 0F: 2 clusters Score -160200.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -156981.968750 Penalty: 771.954468
	Iteration 0F: 3 clusters Score -156982 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -158405.328125 Penalty: 771.954468
	Iteration 1F: 3 clusters Score -158405.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -158724.000000 Penalty: 771.954468
	Iteration 2F: 3 clusters Score -158724 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -159082.171875 Penalty: 771.954468
	Iteration 3F: 3 clusters Score -159082.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -159399.390625 Penalty: 771.954468
	Iteration 4F: 3 clusters Score -159399.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -159630.265625 Penalty: 771.954468
	Iteration 5Q: 3 clusters Score -159630.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -159728.390625 Penalty: 771.954468
	Iteration 6Q: 3 clusters Score -159728.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -159772.812500 Penalty: 771.954468
	Iteration 7Q: 3 clusters Score -159772.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -159795.343750 Penalty: 771.954468
	Iteration 8Q: 3 clusters Score -159795.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -159816.640625 Penalty: 771.954468
	Iteration 9Q: 3 clusters Score -159816.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -159825.687500 Penalty: 771.954468
	Iteration 10Q: 3 clusters Score -159825.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -159829.671875 Penalty: 771.954468
	Iteration 11Q: 3 clusters Score -159829.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -159833.296875 Penalty: 771.954468
	Iteration 12Q: 3 clusters Score -159833.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -159834.796875 Penalty: 771.954468
	Iteration 13Q: 3 clusters Score -159834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -159835.125000 Penalty: 771.954468
	Iteration 14Q: 3 clusters Score -159835.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -159836.109375 Penalty: 771.954468
	Iteration 15Q: 3 clusters Score -159836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -159836.625000 Penalty: 771.954468
	Iteration 16Q: 3 clusters Score -159836.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -159837.562500 Penalty: 771.954468
	Iteration 17Q: 3 clusters Score -159837.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -159838.468750 Penalty: 771.954468
	Iteration 18Q: 3 clusters Score -159838.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -159841.750000 Penalty: 771.954468
	Iteration 19Q: 3 clusters Score -159841.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -159843.640625 Penalty: 771.954468
	Iteration 20F: 3 clusters Score -159843.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -159849.546875 Penalty: 771.954468
	Iteration 21Q: 3 clusters Score -159849.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -159853.468750 Penalty: 771.954468
	Iteration 22Q: 3 clusters Score -159853.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -159858.171875 Penalty: 771.954468
	Iteration 23Q: 3 clusters Score -159858.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -159862.328125 Penalty: 771.954468
	Iteration 24Q: 3 clusters Score -159862.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -159868.109375 Penalty: 771.954468
	Iteration 25Q: 3 clusters Score -159868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -159874.171875 Penalty: 771.954468
	Iteration 26Q: 3 clusters Score -159874.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -159877.140625 Penalty: 771.954468
	Iteration 27Q: 3 clusters Score -159877.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -159881.281250 Penalty: 771.954468
	Iteration 28Q: 3 clusters Score -159881.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -159885.046875 Penalty: 771.954468
	Iteration 29Q: 3 clusters Score -159885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -159889.718750 Penalty: 771.954468
	Iteration 30Q: 3 clusters Score -159889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -159892.609375 Penalty: 771.954468
	Iteration 31Q: 3 clusters Score -159892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -159892.593750 Penalty: 771.954468
	Iteration 32Q: 3 clusters Score -159892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -159892.984375 Penalty: 771.954468
	Iteration 33Q: 3 clusters Score -159893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -159893.031250 Penalty: 771.954468
	Iteration 34Q: 3 clusters Score -159893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -159893.031250 Penalty: 771.954468
	Iteration 35F: 3 clusters Score -159893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362328 members 
Entering Unmasked Estep 
Score: -11445466.000000 Penalty: 582.413879
	Iteration 0F: 2 clusters Score -1.144547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180841 members 
Mstep: Class 2 contains 181487 members 
Entering Unmasked Estep 
Score: -11197896.000000 Penalty: 1164.827759
	Iteration 0F: 3 clusters Score -1.11979e+07 nChanged 179463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149540 members 
Mstep: Class 2 contains 212788 members 
Entering Unmasked Estep 
Score: -11310435.000000 Penalty: 1164.827759
	Iteration 1F: 3 clusters Score -1.131044e+07 nChanged 21617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129547 members 
Mstep: Class 2 contains 232781 members 
Entering Unmasked Estep 
Score: -11321080.000000 Penalty: 1164.827759
	Iteration 2F: 3 clusters Score -1.132108e+07 nChanged 28569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 260780 members 
Entering Unmasked Estep 
Score: -11341104.000000 Penalty: 1164.827759
	Iteration 3F: 3 clusters Score -1.13411e+07 nChanged 34645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67067 members 
Mstep: Class 2 contains 295261 members 
Entering Unmasked Estep 
Score: -11373400.000000 Penalty: 1164.827759
	Iteration 4F: 3 clusters Score -1.13734e+07 nChanged 33586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 328815 members 
Entering Unmasked Estep 
Score: -11409472.000000 Penalty: 1164.827759
	Iteration 5F: 3 clusters Score -1.140947e+07 nChanged 21958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 350773 members 
Entering Unmasked Estep 
Score: -11433408.000000 Penalty: 1164.827759
	Iteration 6F: 3 clusters Score -1.143341e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 359495 members 
Entering Unmasked Estep 
Score: -11442252.000000 Penalty: 1164.827759
	Iteration 7Q: 3 clusters Score -1.144225e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 361732 members 
Entering Unmasked Estep 
Score: -11444320.000000 Penalty: 1164.827759
	Iteration 8Q: 3 clusters Score -1.144432e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 362178 members 
Entering Unmasked Estep 
Score: -11444770.000000 Penalty: 1164.827759
	Iteration 9Q: 3 clusters Score -1.144477e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 362263 members 
Entering Unmasked Estep 
Score: -11444869.000000 Penalty: 1164.827759
	Iteration 10Q: 3 clusters Score -1.144487e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 362282 members 
Entering Unmasked Estep 
Score: -11444909.000000 Penalty: 1164.827759
	Iteration 11Q: 3 clusters Score -1.144491e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 362287 members 
Entering Unmasked Estep 
Score: -11444917.000000 Penalty: 1164.827759
	Iteration 12Q: 3 clusters Score -1.144492e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 362293 members 
Entering Unmasked Estep 
Score: -11444938.000000 Penalty: 1164.827759
	Iteration 13Q: 3 clusters Score -1.144494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 362294 members 
Entering Unmasked Estep 
Score: -11444948.000000 Penalty: 1164.827759
	Iteration 14Q: 3 clusters Score -1.144495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 362294 members 
Entering Unmasked Estep 
Score: -11444954.000000 Penalty: 1164.827759
	Iteration 15Q: 3 clusters Score -1.144495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 362293 members 
Entering Unmasked Estep 
Score: -11444949.000000 Penalty: 1164.827759
	Iteration 16Q: 3 clusters Score -1.144495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 362293 members 
Entering Unmasked Estep 
Score: -11444949.000000 Penalty: 1164.827759
	Iteration 17F: 3 clusters Score -1.144495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231930 members 
Mstep: Class 2 contains 8901 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14391 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495220.000000 Penalty: 11053.628906
Iteration 159Q: 19 clusters Score -2.149522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231932 members 
Mstep: Class 2 contains 8891 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1233 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14398 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1575 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495210.000000 Penalty: 11053.628906
Iteration 160F: 19 clusters Score -2.149521e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231936 members 
Mstep: Class 2 contains 8879 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1231 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14407 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495216.000000 Penalty: 11053.628906
Iteration 161Q: 19 clusters Score -2.149522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231935 members 
Mstep: Class 2 contains 8867 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14420 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495218.000000 Penalty: 11053.628906
Iteration 162Q: 19 clusters Score -2.149522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231936 members 
Mstep: Class 2 contains 8845 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1218 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14450 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495206.000000 Penalty: 11053.628906
Iteration 163Q: 19 clusters Score -2.149521e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231939 members 
Mstep: Class 2 contains 8824 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1211 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14478 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495222.000000 Penalty: 11053.628906
Iteration 164Q: 19 clusters Score -2.149522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231940 members 
Mstep: Class 2 contains 8808 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1893 members 
Mstep: Class 6 contains 1207 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14497 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495218.000000 Penalty: 11053.628906
Iteration 165Q: 19 clusters Score -2.149522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231942 members 
Mstep: Class 2 contains 8794 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1202 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14512 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495202.000000 Penalty: 11053.628906
Iteration 166Q: 19 clusters Score -2.14952e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231941 members 
Mstep: Class 2 contains 8781 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1196 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14529 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1576 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495204.000000 Penalty: 11053.628906
Iteration 167Q: 19 clusters Score -2.14952e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231942 members 
Mstep: Class 2 contains 8765 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1187 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14550 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495204.000000 Penalty: 11053.628906
Iteration 168Q: 19 clusters Score -2.14952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231941 members 
Mstep: Class 2 contains 8747 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1894 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14571 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495232.000000 Penalty: 11053.628906
Iteration 169Q: 19 clusters Score -2.149523e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231944 members 
Mstep: Class 2 contains 8724 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15640 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14591 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495218.000000 Penalty: 11053.628906
Iteration 170Q: 19 clusters Score -2.149522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231946 members 
Mstep: Class 2 contains 8702 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 1168 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14615 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495204.000000 Penalty: 11053.628906
Iteration 171Q: 19 clusters Score -2.14952e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231950 members 
Mstep: Class 2 contains 8680 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1895 members 
Mstep: Class 6 contains 1163 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14640 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495220.000000 Penalty: 11053.628906
Iteration 172Q: 19 clusters Score -2.149522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231962 members 
Mstep: Class 2 contains 8651 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14663 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495234.000000 Penalty: 11053.628906
Iteration 173Q: 19 clusters Score -2.149523e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 8632 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1154 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14675 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495246.000000 Penalty: 11053.628906
Iteration 174Q: 19 clusters Score -2.149525e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231974 members 
Mstep: Class 2 contains 8604 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1149 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44163 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14699 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495246.000000 Penalty: 11053.628906
Iteration 175Q: 19 clusters Score -2.149525e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231973 members 
Mstep: Class 2 contains 8580 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1146 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44164 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14724 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495250.000000 Penalty: 11053.628906
Iteration 176Q: 19 clusters Score -2.149525e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231973 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1144 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14746 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495246.000000 Penalty: 11053.628906
Iteration 177Q: 19 clusters Score -2.149525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231975 members 
Mstep: Class 2 contains 8522 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1141 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14769 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1586 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495238.000000 Penalty: 11053.628906
Iteration 178Q: 19 clusters Score -2.149524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 8493 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1137 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14799 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1589 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495252.000000 Penalty: 11053.628906
Iteration 179Q: 19 clusters Score -2.149525e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 8469 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1131 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14825 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495278.000000 Penalty: 11053.628906
Iteration 180F: 19 clusters Score -2.149528e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231964 members 
Mstep: Class 2 contains 8443 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14853 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495276.000000 Penalty: 11053.628906
Iteration 181Q: 19 clusters Score -2.149528e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 8412 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14874 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495274.000000 Penalty: 11053.628906
Iteration 182Q: 19 clusters Score -2.149527e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 8382 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14904 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1601 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495262.000000 Penalty: 11053.628906
Iteration 183Q: 19 clusters Score -2.149526e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 8356 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14930 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1602 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495262.000000 Penalty: 11053.628906
Iteration 184Q: 19 clusters Score -2.149526e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 8331 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14956 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495238.000000 Penalty: 11053.628906
Iteration 185Q: 19 clusters Score -2.149524e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231969 members 
Mstep: Class 2 contains 8307 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1096 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 14980 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495236.000000 Penalty: 11053.628906
Iteration 186Q: 19 clusters Score -2.149524e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231966 members 
Mstep: Class 2 contains 8285 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1091 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15002 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495228.000000 Penalty: 11053.628906
Iteration 187Q: 19 clusters Score -2.149523e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231960 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15026 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495196.000000 Penalty: 11053.628906
Iteration 188Q: 19 clusters Score -2.14952e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231958 members 
Mstep: Class 2 contains 8247 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1074 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15058 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495192.000000 Penalty: 11053.628906
Iteration 189Q: 19 clusters Score -2.149519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231958 members 
Mstep: Class 2 contains 8232 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1065 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15073 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1615 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495204.000000 Penalty: 11053.628906
Iteration 190Q: 19 clusters Score -2.14952e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231962 members 
Mstep: Class 2 contains 8216 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1056 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15088 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1620 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495222.000000 Penalty: 11053.628906
Iteration 191Q: 19 clusters Score -2.149522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231965 members 
Mstep: Class 2 contains 8198 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15107 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1621 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495240.000000 Penalty: 11053.628906
Iteration 192Q: 19 clusters Score -2.149524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231964 members 
Mstep: Class 2 contains 8182 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15129 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495250.000000 Penalty: 11053.628906
Iteration 193Q: 19 clusters Score -2.149525e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231964 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15154 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495228.000000 Penalty: 11053.628906
Iteration 194Q: 19 clusters Score -2.149523e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231963 members 
Mstep: Class 2 contains 8142 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1022 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15183 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495234.000000 Penalty: 11053.628906
Iteration 195Q: 19 clusters Score -2.149523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 8117 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1016 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15208 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495220.000000 Penalty: 11053.628906
Iteration 196Q: 19 clusters Score -2.149522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231971 members 
Mstep: Class 2 contains 8094 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1012 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15230 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1636 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495248.000000 Penalty: 11053.628906
Iteration 197Q: 19 clusters Score -2.149525e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231971 members 
Mstep: Class 2 contains 8068 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1007 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15258 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495272.000000 Penalty: 11053.628906
Iteration 198Q: 19 clusters Score -2.149527e+07 nChanged 35
Entering ConstructFrom: 
Score: -21495272.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (231969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231969 members 
Entering Unmasked Estep 
Score: -6891402.500000 Penalty: 562.123291
	Iteration 0F: 2 clusters Score -6891402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115717 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -6733556.000000 Penalty: 1124.246582
	Iteration 0F: 3 clusters Score -6733556 nChanged 114152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104177 members 
Mstep: Class 2 contains 127792 members 
Entering Unmasked Estep 
Score: -6805179.000000 Penalty: 1124.246582
	Iteration 1F: 3 clusters Score -6805179 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96803 members 
Mstep: Class 2 contains 135166 members 
Entering Unmasked Estep 
Score: -6810328.000000 Penalty: 1124.246582
	Iteration 2Q: 3 clusters Score -6810328 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86446 members 
Mstep: Class 2 contains 145523 members 
Entering Unmasked Estep 
Score: -6818904.000000 Penalty: 1124.246582
	Iteration 3F: 3 clusters Score -6818904 nChanged 15877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73741 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -6831364.000000 Penalty: 1124.246582
	Iteration 4F: 3 clusters Score -6831364 nChanged 16053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61144 members 
Mstep: Class 2 contains 170825 members 
Entering Unmasked Estep 
Score: -6845026.500000 Penalty: 1124.246582
	Iteration 5F: 3 clusters Score -6845026 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50926 members 
Mstep: Class 2 contains 181043 members 
Entering Unmasked Estep 
Score: -6856319.500000 Penalty: 1124.246582
	Iteration 6F: 3 clusters Score -6856320 nChanged 10156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 188123 members 
Entering Unmasked Estep 
Score: -6862921.500000 Penalty: 1124.246582
	Iteration 7Q: 3 clusters Score -6862922 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 193706 members 
Entering Unmasked Estep 
Score: -6866791.000000 Penalty: 1124.246582
	Iteration 8Q: 3 clusters Score -6866791 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 198713 members 
Entering Unmasked Estep 
Score: -6869627.500000 Penalty: 1124.246582
	Iteration 9Q: 3 clusters Score -6869628 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 203467 members 
Entering Unmasked Estep 
Score: -6872198.500000 Penalty: 1124.246582
	Iteration 10Q: 3 clusters Score -6872198 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 208249 members 
Entering Unmasked Estep 
Score: -6874982.000000 Penalty: 1124.246582
	Iteration 11Q: 3 clusters Score -6874982 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 212839 members 
Entering Unmasked Estep 
Score: -6877833.000000 Penalty: 1124.246582
	Iteration 12Q: 3 clusters Score -6877833 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 217016 members 
Entering Unmasked Estep 
Score: -6880538.000000 Penalty: 1124.246582
	Iteration 13Q: 3 clusters Score -6880538 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 220611 members 
Entering Unmasked Estep 
Score: -6882922.500000 Penalty: 1124.246582
	Iteration 14Q: 3 clusters Score -6882922 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 223656 members 
Entering Unmasked Estep 
Score: -6885057.000000 Penalty: 1124.246582
	Iteration 15Q: 3 clusters Score -6885057 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 226203 members 
Entering Unmasked Estep 
Score: -6886908.500000 Penalty: 1124.246582
	Iteration 16Q: 3 clusters Score -6886908 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 228197 members 
Entering Unmasked Estep 
Score: -6888368.500000 Penalty: 1124.246582
	Iteration 17Q: 3 clusters Score -6888368 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 229599 members 
Entering Unmasked Estep 
Score: -6889406.500000 Penalty: 1124.246582
	Iteration 18Q: 3 clusters Score -6889406 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 230517 members 
Entering Unmasked Estep 
Score: -6890097.500000 Penalty: 1124.246582
	Iteration 19Q: 3 clusters Score -6890098 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 231038 members 
Entering Unmasked Estep 
Score: -6890534.000000 Penalty: 1124.246582
	Iteration 20F: 3 clusters Score -6890534 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 231317 members 
Entering Unmasked Estep 
Score: -6890715.500000 Penalty: 1124.246582
	Iteration 21Q: 3 clusters Score -6890716 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 231457 members 
Entering Unmasked Estep 
Score: -6890832.500000 Penalty: 1124.246582
	Iteration 22Q: 3 clusters Score -6890832 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 231544 members 
Entering Unmasked Estep 
Score: -6890894.500000 Penalty: 1124.246582
	Iteration 23Q: 3 clusters Score -6890894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 231592 members 
Entering Unmasked Estep 
Score: -6890910.000000 Penalty: 1124.246582
	Iteration 24Q: 3 clusters Score -6890910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 231622 members 
Entering Unmasked Estep 
Score: -6890940.000000 Penalty: 1124.246582
	Iteration 25Q: 3 clusters Score -6890940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 231639 members 
Entering Unmasked Estep 
Score: -6890953.000000 Penalty: 1124.246582
	Iteration 26Q: 3 clusters Score -6890953 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 231648 members 
Entering Unmasked Estep 
Score: -6890970.500000 Penalty: 1124.246582
	Iteration 27Q: 3 clusters Score -6890970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231658 members 
Entering Unmasked Estep 
Score: -6890985.000000 Penalty: 1124.246582
	Iteration 28Q: 3 clusters Score -6890985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 231663 members 
Entering Unmasked Estep 
Score: -6890996.500000 Penalty: 1124.246582
	Iteration 29Q: 3 clusters Score -6890996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 231663 members 
Entering Unmasked Estep 
Score: -6891004.500000 Penalty: 1124.246582
	Iteration 30Q: 3 clusters Score -6891004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 231662 members 
Entering Unmasked Estep 
Score: -6891019.500000 Penalty: 1124.246582
	Iteration 31Q: 3 clusters Score -6891020 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231658 members 
Entering Unmasked Estep 
Score: -6891020.500000 Penalty: 1124.246582
	Iteration 32Q: 3 clusters Score -6891020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 231654 members 
Entering Unmasked Estep 
Score: -6891030.000000 Penalty: 1124.246582
	Iteration 33Q: 3 clusters Score -6891030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 231655 members 
Entering Unmasked Estep 
Score: -6891034.500000 Penalty: 1124.246582
	Iteration 34Q: 3 clusters Score -6891034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231657 members 
Entering Unmasked Estep 
Score: -6891028.500000 Penalty: 1124.246582
	Iteration 35Q: 3 clusters Score -6891028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231657 members 
Entering Unmasked Estep 
Score: -6891034.500000 Penalty: 1124.246582
	Iteration 36Q: 3 clusters Score -6891034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231657 members 
Entering Unmasked Estep 
Score: -6891034.000000 Penalty: 1124.246582
	Iteration 37Q: 3 clusters Score -6891034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231657 members 
Entering Unmasked Estep 
Score: -6891037.000000 Penalty: 1124.246582
	Iteration 38F: 3 clusters Score -6891037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 231651 members 
Entering Unmasked Estep 
Score: -6891039.500000 Penalty: 1124.246582
	Iteration 39Q: 3 clusters Score -6891040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 231652 members 
Entering Unmasked Estep 
Score: -6891042.500000 Penalty: 1124.246582
	Iteration 40F: 3 clusters Score -6891042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 231657 members 
Entering Unmasked Estep 
Score: -6891043.000000 Penalty: 1124.246582
	Iteration 41Q: 3 clusters Score -6891043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 231658 members 
Entering Unmasked Estep 
Score: -6891051.500000 Penalty: 1124.246582
	Iteration 42Q: 3 clusters Score -6891052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231659 members 
Entering Unmasked Estep 
Score: -6891062.000000 Penalty: 1124.246582
	Iteration 43Q: 3 clusters Score -6891062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 231660 members 
Entering Unmasked Estep 
Score: -6891080.000000 Penalty: 1124.246582
	Iteration 44Q: 3 clusters Score -6891080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 231653 members 
Entering Unmasked Estep 
Score: -6891085.000000 Penalty: 1124.246582
	Iteration 45Q: 3 clusters Score -6891085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 231650 members 
Entering Unmasked Estep 
Score: -6891089.500000 Penalty: 1124.246582
	Iteration 46Q: 3 clusters Score -6891090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 231647 members 
Entering Unmasked Estep 
Score: -6891096.000000 Penalty: 1124.246582
	Iteration 47Q: 3 clusters Score -6891096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 231647 members 
Entering Unmasked Estep 
Score: -6891095.000000 Penalty: 1124.246582
	Iteration 48Q: 3 clusters Score -6891095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 231644 members 
Entering Unmasked Estep 
Score: -6891092.000000 Penalty: 1124.246582
	Iteration 49Q: 3 clusters Score -6891092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 231643 members 
Entering Unmasked Estep 
Score: -6891096.500000 Penalty: 1124.246582
	Iteration 50Q: 3 clusters Score -6891096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 231646 members 
Entering Unmasked Estep 
Score: -6891096.000000 Penalty: 1124.246582
	Iteration 51Q: 3 clusters Score -6891096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 231643 members 
Entering Unmasked Estep 
Score: -6891093.500000 Penalty: 1124.246582
	Iteration 52Q: 3 clusters Score -6891094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 231638 members 
Entering Unmasked Estep 
Score: -6891099.000000 Penalty: 1124.246582
	Iteration 53Q: 3 clusters Score -6891099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 231635 members 
Entering Unmasked Estep 
Score: -6891102.000000 Penalty: 1124.246582
	Iteration 54Q: 3 clusters Score -6891102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 231634 members 
Entering Unmasked Estep 
Score: -6891101.500000 Penalty: 1124.246582
	Iteration 55Q: 3 clusters Score -6891102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 231633 members 
Entering Unmasked Estep 
Score: -6891104.500000 Penalty: 1124.246582
	Iteration 56Q: 3 clusters Score -6891104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -6891101.500000 Penalty: 1124.246582
	Iteration 57Q: 3 clusters Score -6891102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 231631 members 
Entering Unmasked Estep 
Score: -6891105.000000 Penalty: 1124.246582
	Iteration 58Q: 3 clusters Score -6891105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 231630 members 
Entering Unmasked Estep 
Score: -6891104.500000 Penalty: 1124.246582
	Iteration 59Q: 3 clusters Score -6891104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 231630 members 
Entering Unmasked Estep 
Score: -6891104.500000 Penalty: 1124.246582
	Iteration 60F: 3 clusters Score -6891104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -245270.109375 Penalty: 409.172699
	Iteration 0F: 2 clusters Score -245270.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -239927.875000 Penalty: 818.345398
	Iteration 0F: 3 clusters Score -239927.9 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -242020.343750 Penalty: 818.345398
	Iteration 1F: 3 clusters Score -242020.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -242256.734375 Penalty: 818.345398
	Iteration 2F: 3 clusters Score -242256.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -242558.734375 Penalty: 818.345398
	Iteration 3F: 3 clusters Score -242558.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -242944.000000 Penalty: 818.345398
	Iteration 4F: 3 clusters Score -242944 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -243329.781250 Penalty: 818.345398
	Iteration 5F: 3 clusters Score -243329.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -243611.437500 Penalty: 818.345398
	Iteration 6F: 3 clusters Score -243611.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -243745.421875 Penalty: 818.345398
	Iteration 7Q: 3 clusters Score -243745.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -243813.609375 Penalty: 818.345398
	Iteration 8Q: 3 clusters Score -243813.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -243850.984375 Penalty: 818.345398
	Iteration 9Q: 3 clusters Score -243851 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -243883.921875 Penalty: 818.345398
	Iteration 10Q: 3 clusters Score -243883.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -243914.390625 Penalty: 818.345398
	Iteration 11Q: 3 clusters Score -243914.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -243944.265625 Penalty: 818.345398
	Iteration 12Q: 3 clusters Score -243944.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -243974.609375 Penalty: 818.345398
	Iteration 13Q: 3 clusters Score -243974.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -244004.890625 Penalty: 818.345398
	Iteration 14Q: 3 clusters Score -244004.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -244042.718750 Penalty: 818.345398
	Iteration 15Q: 3 clusters Score -244042.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -244094.328125 Penalty: 818.345398
	Iteration 16Q: 3 clusters Score -244094.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -244179.265625 Penalty: 818.345398
	Iteration 17Q: 3 clusters Score -244179.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -244275.750000 Penalty: 818.345398
	Iteration 18Q: 3 clusters Score -244275.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -244390.562500 Penalty: 818.345398
	Iteration 19Q: 3 clusters Score -244390.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -244499.906250 Penalty: 818.345398
	Iteration 20F: 3 clusters Score -244499.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -244592.953125 Penalty: 818.345398
	Iteration 21Q: 3 clusters Score -244593 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -244667.343750 Penalty: 818.345398
	Iteration 22Q: 3 clusters Score -244667.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -244713.859375 Penalty: 818.345398
	Iteration 23Q: 3 clusters Score -244713.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -244753.687500 Penalty: 818.345398
	Iteration 24Q: 3 clusters Score -244753.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -244780.656250 Penalty: 818.345398
	Iteration 25Q: 3 clusters Score -244780.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -244805.203125 Penalty: 818.345398
	Iteration 26Q: 3 clusters Score -244805.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -244816.406250 Penalty: 818.345398
	Iteration 27Q: 3 clusters Score -244816.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -244825.640625 Penalty: 818.345398
	Iteration 28Q: 3 clusters Score -244825.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -244832.750000 Penalty: 818.345398
	Iteration 29Q: 3 clusters Score -244832.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -244839.562500 Penalty: 818.345398
	Iteration 30Q: 3 clusters Score -244839.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -244845.843750 Penalty: 818.345398
	Iteration 31Q: 3 clusters Score -244845.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -244851.265625 Penalty: 818.345398
	Iteration 32Q: 3 clusters Score -244851.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -244853.156250 Penalty: 818.345398
	Iteration 33Q: 3 clusters Score -244853.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -244855.031250 Penalty: 818.345398
	Iteration 34Q: 3 clusters Score -244855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -244857.203125 Penalty: 818.345398
	Iteration 35Q: 3 clusters Score -244857.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -244859.937500 Penalty: 818.345398
	Iteration 36Q: 3 clusters Score -244859.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -244861.875000 Penalty: 818.345398
	Iteration 37Q: 3 clusters Score -244861.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -244863.484375 Penalty: 818.345398
	Iteration 38Q: 3 clusters Score -244863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -244863.968750 Penalty: 818.345398
	Iteration 39Q: 3 clusters Score -244864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -244866.546875 Penalty: 818.345398
	Iteration 40F: 3 clusters Score -244866.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -244869.890625 Penalty: 818.345398
	Iteration 41Q: 3 clusters Score -244869.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -244874.234375 Penalty: 818.345398
	Iteration 42Q: 3 clusters Score -244874.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -244878.421875 Penalty: 818.345398
	Iteration 43Q: 3 clusters Score -244878.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -244880.421875 Penalty: 818.345398
	Iteration 44Q: 3 clusters Score -244880.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -244882.390625 Penalty: 818.345398
	Iteration 45Q: 3 clusters Score -244882.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -244884.250000 Penalty: 818.345398
	Iteration 46Q: 3 clusters Score -244884.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -244886.406250 Penalty: 818.345398
	Iteration 47Q: 3 clusters Score -244886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -244886.593750 Penalty: 818.345398
	Iteration 48Q: 3 clusters Score -244886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -244887.046875 Penalty: 818.345398
	Iteration 49Q: 3 clusters Score -244887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -244887.984375 Penalty: 818.345398
	Iteration 50Q: 3 clusters Score -244888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -244887.703125 Penalty: 818.345398
	Iteration 51Q: 3 clusters Score -244887.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -244888.062500 Penalty: 818.345398
	Iteration 52Q: 3 clusters Score -244888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -244888.187500 Penalty: 818.345398
	Iteration 53Q: 3 clusters Score -244888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -244887.968750 Penalty: 818.345398
	Iteration 54Q: 3 clusters Score -244888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -244887.843750 Penalty: 818.345398
	Iteration 55Q: 3 clusters Score -244887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -244888.218750 Penalty: 818.345398
	Iteration 56Q: 3 clusters Score -244888.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -244888.140625 Penalty: 818.345398
	Iteration 57Q: 3 clusters Score -244888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -244888.140625 Penalty: 818.345398
	Iteration 58F: 3 clusters Score -244888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -60532.488281 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -60532.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -59199.414062 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -59199.41 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -59632.464844 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -59632.46 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -59707.386719 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -59707.39 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -59762.437500 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -59762.44 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -59825.207031 Penalty: 685.468750
	Iteration 4Q: 3 clusters Score -59825.21 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -59901.871094 Penalty: 685.468750
	Iteration 5F: 3 clusters Score -59901.87 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -59976.605469 Penalty: 685.468750
	Iteration 6F: 3 clusters Score -59976.61 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60034.734375 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -60034.73 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -60084.878906 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -60084.88 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -60148.367188 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -60148.37 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -60191.738281 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -60191.74 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -60217.984375 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -60217.98 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60234.316406 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -60234.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60239.871094 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -60239.87 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -60247.808594 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -60247.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -60257.117188 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -60257.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -60265.230469 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -60265.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -60268.722656 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -60268.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -60270.585938 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -60270.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60271.542969 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -60271.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -60272.449219 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -60272.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60273.398438 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -60273.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60274.425781 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -60274.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -60274.886719 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -60274.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60275.222656 Penalty: 685.468750
	Iteration 24Q: 3 clusters Score -60275.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60275.507812 Penalty: 685.468750
	Iteration 25Q: 3 clusters Score -60275.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -60275.601562 Penalty: 685.468750
	Iteration 26Q: 3 clusters Score -60275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60275.765625 Penalty: 685.468750
	Iteration 27Q: 3 clusters Score -60275.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -60275.765625 Penalty: 685.468750
	Iteration 28F: 3 clusters Score -60275.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Entering Unmasked Estep 
Score: -50908.902344 Penalty: 343.531158
	Iteration 0F: 2 clusters Score -50908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -49529.687500 Penalty: 687.062317
	Iteration 0F: 3 clusters Score -49529.69 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -49937.601562 Penalty: 687.062317
	Iteration 1F: 3 clusters Score -49937.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -50013.214844 Penalty: 687.062317
	Iteration 2F: 3 clusters Score -50013.21 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -50077.144531 Penalty: 687.062317
	Iteration 3F: 3 clusters Score -50077.14 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -50160.703125 Penalty: 687.062317
	Iteration 4F: 3 clusters Score -50160.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -50250.066406 Penalty: 687.062317
	Iteration 5F: 3 clusters Score -50250.07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -50347.351562 Penalty: 687.062317
	Iteration 6F: 3 clusters Score -50347.35 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -50437.429688 Penalty: 687.062317
	Iteration 7F: 3 clusters Score -50437.43 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -50511.011719 Penalty: 687.062317
	Iteration 8Q: 3 clusters Score -50511.01 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -50565.730469 Penalty: 687.062317
	Iteration 9Q: 3 clusters Score -50565.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -50598.585938 Penalty: 687.062317
	Iteration 10Q: 3 clusters Score -50598.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -50617.238281 Penalty: 687.062317
	Iteration 11Q: 3 clusters Score -50617.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -50631.289062 Penalty: 687.062317
	Iteration 12Q: 3 clusters Score -50631.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -50638.281250 Penalty: 687.062317
	Iteration 13Q: 3 clusters Score -50638.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -50642.320312 Penalty: 687.062317
	Iteration 14Q: 3 clusters Score -50642.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -50643.738281 Penalty: 687.062317
	Iteration 15Q: 3 clusters Score -50643.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -50644.152344 Penalty: 687.062317
	Iteration 16Q: 3 clusters Score -50644.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -50644.707031 Penalty: 687.062317
	Iteration 17Q: 3 clusters Score -50644.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -50647.058594 Penalty: 687.062317
	Iteration 18Q: 3 clusters Score -50647.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -50649.808594 Penalty: 687.062317
	Iteration 19Q: 3 clusters Score -50649.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -50655.335938 Penalty: 687.062317
	Iteration 20F: 3 clusters Score -50655.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -50675.480469 Penalty: 687.062317
	Iteration 21Q: 3 clusters Score -50675.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -50681.886719 Penalty: 687.062317
	Iteration 22Q: 3 clusters Score -50681.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -50687.746094 Penalty: 687.062317
	Iteration 23Q: 3 clusters Score -50687.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -50689.660156 Penalty: 687.062317
	Iteration 24Q: 3 clusters Score -50689.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -50689.660156 Penalty: 687.062317
	Iteration 25F: 3 clusters Score -50689.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Entering Unmasked Estep 
Score: -30133.798828 Penalty: 314.439178
	Iteration 0F: 2 clusters Score -30133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -29344.365234 Penalty: 628.878357
	Iteration 0F: 3 clusters Score -29344.37 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -29604.552734 Penalty: 628.878357
	Iteration 1F: 3 clusters Score -29604.55 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29637.457031 Penalty: 628.878357
	Iteration 2F: 3 clusters Score -29637.46 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29659.791016 Penalty: 628.878357
	Iteration 3Q: 3 clusters Score -29659.79 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29671.648438 Penalty: 628.878357
	Iteration 4Q: 3 clusters Score -29671.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -29682.035156 Penalty: 628.878357
	Iteration 5Q: 3 clusters Score -29682.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29692.724609 Penalty: 628.878357
	Iteration 6Q: 3 clusters Score -29692.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -29701.140625 Penalty: 628.878357
	Iteration 7Q: 3 clusters Score -29701.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29704.773438 Penalty: 628.878357
	Iteration 8Q: 3 clusters Score -29704.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29707.945312 Penalty: 628.878357
	Iteration 9Q: 3 clusters Score -29707.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -29714.208984 Penalty: 628.878357
	Iteration 10Q: 3 clusters Score -29714.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29721.876953 Penalty: 628.878357
	Iteration 11Q: 3 clusters Score -29721.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29726.494141 Penalty: 628.878357
	Iteration 12Q: 3 clusters Score -29726.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -29738.818359 Penalty: 628.878357
	Iteration 13Q: 3 clusters Score -29738.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -29760.281250 Penalty: 628.878357
	Iteration 14Q: 3 clusters Score -29760.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29778.412109 Penalty: 628.878357
	Iteration 15Q: 3 clusters Score -29778.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -29796.363281 Penalty: 628.878357
	Iteration 16Q: 3 clusters Score -29796.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -29813.273438 Penalty: 628.878357
	Iteration 17Q: 3 clusters Score -29813.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -29825.587891 Penalty: 628.878357
	Iteration 18Q: 3 clusters Score -29825.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29833.705078 Penalty: 628.878357
	Iteration 19Q: 3 clusters Score -29833.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -29839.011719 Penalty: 628.878357
	Iteration 20F: 3 clusters Score -29839.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29841.042969 Penalty: 628.878357
	Iteration 21Q: 3 clusters Score -29841.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29842.515625 Penalty: 628.878357
	Iteration 22Q: 3 clusters Score -29842.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29843.238281 Penalty: 628.878357
	Iteration 23Q: 3 clusters Score -29843.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -29843.703125 Penalty: 628.878357
	Iteration 24Q: 3 clusters Score -29843.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -29844.181641 Penalty: 628.878357
	Iteration 25Q: 3 clusters Score -29844.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29844.388672 Penalty: 628.878357
	Iteration 26Q: 3 clusters Score -29844.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29844.980469 Penalty: 628.878357
	Iteration 27Q: 3 clusters Score -29844.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29845.628906 Penalty: 628.878357
	Iteration 28Q: 3 clusters Score -29845.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -29846.433594 Penalty: 628.878357
	Iteration 29Q: 3 clusters Score -29846.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29846.623047 Penalty: 628.878357
	Iteration 30Q: 3 clusters Score -29846.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -29846.623047 Penalty: 628.878357
	Iteration 31F: 3 clusters Score -29846.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -74030.835938 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -74030.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -72353.453125 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -72353.45 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -72867.000000 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -72867 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -72928.507812 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -72928.51 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -72966.585938 Penalty: 705.345093
	Iteration 3Q: 3 clusters Score -72966.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -72992.312500 Penalty: 705.345093
	Iteration 4Q: 3 clusters Score -72992.31 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -73021.390625 Penalty: 705.345093
	Iteration 5Q: 3 clusters Score -73021.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -73053.265625 Penalty: 705.345093
	Iteration 6Q: 3 clusters Score -73053.27 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -73078.476562 Penalty: 705.345093
	Iteration 7Q: 3 clusters Score -73078.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -73100.476562 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -73100.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -73124.960938 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -73124.96 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -73158.484375 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -73158.48 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -73205.179688 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -73205.18 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -73283.156250 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -73283.16 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -73371.937500 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -73371.94 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -73462.031250 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -73462.03 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -73516.515625 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -73516.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -73551.023438 Penalty: 705.345093
	Iteration 16Q: 3 clusters Score -73551.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -73567.914062 Penalty: 705.345093
	Iteration 17Q: 3 clusters Score -73567.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -73579.718750 Penalty: 705.345093
	Iteration 18Q: 3 clusters Score -73579.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -73587.703125 Penalty: 705.345093
	Iteration 19Q: 3 clusters Score -73587.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -73596.101562 Penalty: 705.345093
	Iteration 20F: 3 clusters Score -73596.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -73607.562500 Penalty: 705.345093
	Iteration 21Q: 3 clusters Score -73607.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -73615.117188 Penalty: 705.345093
	Iteration 22Q: 3 clusters Score -73615.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -73618.523438 Penalty: 705.345093
	Iteration 23Q: 3 clusters Score -73618.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -73621.765625 Penalty: 705.345093
	Iteration 24Q: 3 clusters Score -73621.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -73624.187500 Penalty: 705.345093
	Iteration 25Q: 3 clusters Score -73624.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -73626.234375 Penalty: 705.345093
	Iteration 26Q: 3 clusters Score -73626.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -73627.625000 Penalty: 705.345093
	Iteration 27Q: 3 clusters Score -73627.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -73628.585938 Penalty: 705.345093
	Iteration 28Q: 3 clusters Score -73628.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -73629.968750 Penalty: 705.345093
	Iteration 29Q: 3 clusters Score -73629.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -73631.015625 Penalty: 705.345093
	Iteration 30Q: 3 clusters Score -73631.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -73632.898438 Penalty: 705.345093
	Iteration 31Q: 3 clusters Score -73632.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -73634.617188 Penalty: 705.345093
	Iteration 32Q: 3 clusters Score -73634.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -73636.359375 Penalty: 705.345093
	Iteration 33Q: 3 clusters Score -73636.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -73637.968750 Penalty: 705.345093
	Iteration 34Q: 3 clusters Score -73637.97 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -73640.281250 Penalty: 705.345093
	Iteration 35Q: 3 clusters Score -73640.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -73644.203125 Penalty: 705.345093
	Iteration 36Q: 3 clusters Score -73644.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -73646.132812 Penalty: 705.345093
	Iteration 37Q: 3 clusters Score -73646.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -73647.890625 Penalty: 705.345093
	Iteration 38Q: 3 clusters Score -73647.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -73649.820312 Penalty: 705.345093
	Iteration 39Q: 3 clusters Score -73649.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -73651.195312 Penalty: 705.345093
	Iteration 40F: 3 clusters Score -73651.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -73652.281250 Penalty: 705.345093
	Iteration 41Q: 3 clusters Score -73652.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -73654.554688 Penalty: 705.345093
	Iteration 42Q: 3 clusters Score -73654.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -73657.695312 Penalty: 705.345093
	Iteration 43Q: 3 clusters Score -73657.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -73659.335938 Penalty: 705.345093
	Iteration 44Q: 3 clusters Score -73659.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -73659.648438 Penalty: 705.345093
	Iteration 45Q: 3 clusters Score -73659.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -73659.648438 Penalty: 705.345093
	Iteration 46F: 3 clusters Score -73659.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -14593.698242 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -14593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14095.614258 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -14095.61 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -14228.064453 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -14228.06 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -14258.601562 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -14258.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -14275.639648 Penalty: 561.244019
	Iteration 3Q: 3 clusters Score -14275.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -14294.670898 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -14294.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -14302.704102 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -14302.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -14311.232422 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -14311.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14317.287109 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -14317.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -14321.782227 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -14321.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -14326.930664 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -14326.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14328.215820 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -14328.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -14328.366211 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -14328.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -14329.670898 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -14329.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14331.921875 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -14331.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14334.168945 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -14334.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14342.731445 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -14342.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14345.174805 Penalty: 561.244019
	Iteration 16Q: 3 clusters Score -14345.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14349.712891 Penalty: 561.244019
	Iteration 17Q: 3 clusters Score -14349.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -14351.945312 Penalty: 561.244019
	Iteration 18Q: 3 clusters Score -14351.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14353.122070 Penalty: 561.244019
	Iteration 19Q: 3 clusters Score -14353.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -14353.122070 Penalty: 561.244019
	Iteration 20F: 3 clusters Score -14353.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -74152.742188 Penalty: 350.814331
	Iteration 0F: 2 clusters Score -74152.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -72529.789062 Penalty: 701.628662
	Iteration 0F: 3 clusters Score -72529.79 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -73049.437500 Penalty: 701.628662
	Iteration 1F: 3 clusters Score -73049.44 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -73117.804688 Penalty: 701.628662
	Iteration 2F: 3 clusters Score -73117.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -73187.414062 Penalty: 701.628662
	Iteration 3F: 3 clusters Score -73187.41 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -73273.828125 Penalty: 701.628662
	Iteration 4F: 3 clusters Score -73273.83 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -73382.382812 Penalty: 701.628662
	Iteration 5F: 3 clusters Score -73382.38 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -73490.070312 Penalty: 701.628662
	Iteration 6F: 3 clusters Score -73490.07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -73605.546875 Penalty: 701.628662
	Iteration 7F: 3 clusters Score -73605.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -73698.734375 Penalty: 701.628662
	Iteration 8Q: 3 clusters Score -73698.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -73761.703125 Penalty: 701.628662
	Iteration 9Q: 3 clusters Score -73761.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -73818.593750 Penalty: 701.628662
	Iteration 10Q: 3 clusters Score -73818.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -73840.812500 Penalty: 701.628662
	Iteration 11Q: 3 clusters Score -73840.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -73844.226562 Penalty: 701.628662
	Iteration 12Q: 3 clusters Score -73844.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -73846.015625 Penalty: 701.628662
	Iteration 13Q: 3 clusters Score -73846.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -73847.843750 Penalty: 701.628662
	Iteration 14Q: 3 clusters Score -73847.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -73848.375000 Penalty: 701.628662
	Iteration 15Q: 3 clusters Score -73848.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -73850.585938 Penalty: 701.628662
	Iteration 16Q: 3 clusters Score -73850.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -73853.070312 Penalty: 701.628662
	Iteration 17Q: 3 clusters Score -73853.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -73854.867188 Penalty: 701.628662
	Iteration 18Q: 3 clusters Score -73854.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -73856.085938 Penalty: 701.628662
	Iteration 19Q: 3 clusters Score -73856.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -73857.914062 Penalty: 701.628662
	Iteration 20F: 3 clusters Score -73857.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -73858.468750 Penalty: 701.628662
	Iteration 21Q: 3 clusters Score -73858.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -73858.890625 Penalty: 701.628662
	Iteration 22Q: 3 clusters Score -73858.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -73858.890625 Penalty: 701.628662
	Iteration 23F: 3 clusters Score -73858.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -187520.734375 Penalty: 391.126617
	Iteration 0F: 2 clusters Score -187520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -183842.812500 Penalty: 782.253235
	Iteration 0F: 3 clusters Score -183842.8 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -185150.234375 Penalty: 782.253235
	Iteration 1F: 3 clusters Score -185150.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -185225.453125 Penalty: 782.253235
	Iteration 2Q: 3 clusters Score -185225.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -185284.765625 Penalty: 782.253235
	Iteration 3Q: 3 clusters Score -185284.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -185338.937500 Penalty: 782.253235
	Iteration 4Q: 3 clusters Score -185338.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -185402.968750 Penalty: 782.253235
	Iteration 5Q: 3 clusters Score -185403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -185503.468750 Penalty: 782.253235
	Iteration 6Q: 3 clusters Score -185503.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -185656.234375 Penalty: 782.253235
	Iteration 7F: 3 clusters Score -185656.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -185876.468750 Penalty: 782.253235
	Iteration 8F: 3 clusters Score -185876.5 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -186146.000000 Penalty: 782.253235
	Iteration 9F: 3 clusters Score -186146 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -186455.078125 Penalty: 782.253235
	Iteration 10F: 3 clusters Score -186455.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -186746.437500 Penalty: 782.253235
	Iteration 11F: 3 clusters Score -186746.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -186933.218750 Penalty: 782.253235
	Iteration 12Q: 3 clusters Score -186933.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -187036.796875 Penalty: 782.253235
	Iteration 13Q: 3 clusters Score -187036.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -187092.578125 Penalty: 782.253235
	Iteration 14Q: 3 clusters Score -187092.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -187127.578125 Penalty: 782.253235
	Iteration 15Q: 3 clusters Score -187127.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -187152.062500 Penalty: 782.253235
	Iteration 16Q: 3 clusters Score -187152.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -187167.265625 Penalty: 782.253235
	Iteration 17Q: 3 clusters Score -187167.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -187173.828125 Penalty: 782.253235
	Iteration 18Q: 3 clusters Score -187173.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -187175.593750 Penalty: 782.253235
	Iteration 19Q: 3 clusters Score -187175.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -187177.500000 Penalty: 782.253235
	Iteration 20F: 3 clusters Score -187177.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Entering Unmasked Estep 
Score: -501364.531250 Penalty: 439.417297
	Iteration 0F: 2 clusters Score -501364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -490838.718750 Penalty: 878.834595
	Iteration 0F: 3 clusters Score -490838.7 nChanged 7398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -495069.625000 Penalty: 878.834595
	Iteration 1F: 3 clusters Score -495069.6 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -495329.593750 Penalty: 878.834595
	Iteration 2Q: 3 clusters Score -495329.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -495614.250000 Penalty: 878.834595
	Iteration 3Q: 3 clusters Score -495614.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -495935.375000 Penalty: 878.834595
	Iteration 4Q: 3 clusters Score -495935.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -496350.250000 Penalty: 878.834595
	Iteration 5Q: 3 clusters Score -496350.2 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -496943.437500 Penalty: 878.834595
	Iteration 6F: 3 clusters Score -496943.4 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -497626.531250 Penalty: 878.834595
	Iteration 7F: 3 clusters Score -497626.5 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -498202.375000 Penalty: 878.834595
	Iteration 8F: 3 clusters Score -498202.4 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -498497.531250 Penalty: 878.834595
	Iteration 9Q: 3 clusters Score -498497.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -498636.531250 Penalty: 878.834595
	Iteration 10Q: 3 clusters Score -498636.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -498719.375000 Penalty: 878.834595
	Iteration 11Q: 3 clusters Score -498719.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -498800.062500 Penalty: 878.834595
	Iteration 12Q: 3 clusters Score -498800.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -498882.468750 Penalty: 878.834595
	Iteration 13Q: 3 clusters Score -498882.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -498969.406250 Penalty: 878.834595
	Iteration 14Q: 3 clusters Score -498969.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -499041.781250 Penalty: 878.834595
	Iteration 15Q: 3 clusters Score -499041.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -499128.937500 Penalty: 878.834595
	Iteration 16Q: 3 clusters Score -499128.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -499230.281250 Penalty: 878.834595
	Iteration 17Q: 3 clusters Score -499230.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -499330.281250 Penalty: 878.834595
	Iteration 18Q: 3 clusters Score -499330.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -499431.250000 Penalty: 878.834595
	Iteration 19Q: 3 clusters Score -499431.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -499545.562500 Penalty: 878.834595
	Iteration 20F: 3 clusters Score -499545.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -499661.250000 Penalty: 878.834595
	Iteration 21Q: 3 clusters Score -499661.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -499805.187500 Penalty: 878.834595
	Iteration 22Q: 3 clusters Score -499805.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -499957.937500 Penalty: 878.834595
	Iteration 23Q: 3 clusters Score -499957.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -500092.781250 Penalty: 878.834595
	Iteration 24Q: 3 clusters Score -500092.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -500249.250000 Penalty: 878.834595
	Iteration 25Q: 3 clusters Score -500249.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -500398.750000 Penalty: 878.834595
	Iteration 26Q: 3 clusters Score -500398.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -500527.781250 Penalty: 878.834595
	Iteration 27Q: 3 clusters Score -500527.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -500647.187500 Penalty: 878.834595
	Iteration 28Q: 3 clusters Score -500647.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -500750.031250 Penalty: 878.834595
	Iteration 29Q: 3 clusters Score -500750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -500825.250000 Penalty: 878.834595
	Iteration 30Q: 3 clusters Score -500825.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -500873.843750 Penalty: 878.834595
	Iteration 31Q: 3 clusters Score -500873.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -500915.218750 Penalty: 878.834595
	Iteration 32Q: 3 clusters Score -500915.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -500952.531250 Penalty: 878.834595
	Iteration 33Q: 3 clusters Score -500952.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -500977.687500 Penalty: 878.834595
	Iteration 34Q: 3 clusters Score -500977.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -500996.875000 Penalty: 878.834595
	Iteration 35Q: 3 clusters Score -500996.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -501009.187500 Penalty: 878.834595
	Iteration 36Q: 3 clusters Score -501009.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -501017.937500 Penalty: 878.834595
	Iteration 37Q: 3 clusters Score -501017.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -501023.343750 Penalty: 878.834595
	Iteration 38Q: 3 clusters Score -501023.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -501030.718750 Penalty: 878.834595
	Iteration 39Q: 3 clusters Score -501030.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -501048.812500 Penalty: 878.834595
	Iteration 40F: 3 clusters Score -501048.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -501054.500000 Penalty: 878.834595
	Iteration 41Q: 3 clusters Score -501054.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -501058.937500 Penalty: 878.834595
	Iteration 42Q: 3 clusters Score -501058.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -501067.250000 Penalty: 878.834595
	Iteration 43Q: 3 clusters Score -501067.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -501071.031250 Penalty: 878.834595
	Iteration 44Q: 3 clusters Score -501071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -501070.906250 Penalty: 878.834595
	Iteration 45Q: 3 clusters Score -501070.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -501073.031250 Penalty: 878.834595
	Iteration 46Q: 3 clusters Score -501073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -501076.750000 Penalty: 878.834595
	Iteration 47Q: 3 clusters Score -501076.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -501080.343750 Penalty: 878.834595
	Iteration 48Q: 3 clusters Score -501080.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -501082.250000 Penalty: 878.834595
	Iteration 49Q: 3 clusters Score -501082.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -501084.062500 Penalty: 878.834595
	Iteration 50Q: 3 clusters Score -501084.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -501084.906250 Penalty: 878.834595
	Iteration 51Q: 3 clusters Score -501084.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -501085.343750 Penalty: 878.834595
	Iteration 52Q: 3 clusters Score -501085.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -501085.906250 Penalty: 878.834595
	Iteration 53Q: 3 clusters Score -501085.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -501086.937500 Penalty: 878.834595
	Iteration 54Q: 3 clusters Score -501086.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -501088.500000 Penalty: 878.834595
	Iteration 55Q: 3 clusters Score -501088.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -501088.312500 Penalty: 878.834595
	Iteration 56Q: 3 clusters Score -501088.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -501087.656250 Penalty: 878.834595
	Iteration 57Q: 3 clusters Score -501087.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -501087.656250 Penalty: 878.834595
	Iteration 58F: 3 clusters Score -501087.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Entering Unmasked Estep 
Score: -1409754.750000 Penalty: 486.658936
	Iteration 0F: 2 clusters Score -1409755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -1380106.125000 Penalty: 973.317871
	Iteration 0F: 3 clusters Score -1380106 nChanged 21378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -1392981.875000 Penalty: 973.317871
	Iteration 1F: 3 clusters Score -1392982 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -1393515.875000 Penalty: 973.317871
	Iteration 2Q: 3 clusters Score -1393516 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -1394398.250000 Penalty: 973.317871
	Iteration 3Q: 3 clusters Score -1394398 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -1395924.125000 Penalty: 973.317871
	Iteration 4F: 3 clusters Score -1395924 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1398471.250000 Penalty: 973.317871
	Iteration 5F: 3 clusters Score -1398471 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1401695.250000 Penalty: 973.317871
	Iteration 6F: 3 clusters Score -1401695 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1404443.250000 Penalty: 973.317871
	Iteration 7F: 3 clusters Score -1404443 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1406134.000000 Penalty: 973.317871
	Iteration 8Q: 3 clusters Score -1406134 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1407048.750000 Penalty: 973.317871
	Iteration 9Q: 3 clusters Score -1407049 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1407635.125000 Penalty: 973.317871
	Iteration 10Q: 3 clusters Score -1407635 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1408064.500000 Penalty: 973.317871
	Iteration 11Q: 3 clusters Score -1408064 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1408444.750000 Penalty: 973.317871
	Iteration 12Q: 3 clusters Score -1408445 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41562 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1408767.625000 Penalty: 973.317871
	Iteration 13Q: 3 clusters Score -1408768 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1409045.750000 Penalty: 973.317871
	Iteration 14Q: 3 clusters Score -1409046 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1409243.875000 Penalty: 973.317871
	Iteration 15Q: 3 clusters Score -1409244 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1409367.375000 Penalty: 973.317871
	Iteration 16Q: 3 clusters Score -1409367 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1409443.625000 Penalty: 973.317871
	Iteration 17Q: 3 clusters Score -1409444 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1409499.875000 Penalty: 973.317871
	Iteration 18Q: 3 clusters Score -1409500 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1409540.125000 Penalty: 973.317871
	Iteration 19Q: 3 clusters Score -1409540 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1409576.500000 Penalty: 973.317871
	Iteration 20F: 3 clusters Score -1409576 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1409595.375000 Penalty: 973.317871
	Iteration 21Q: 3 clusters Score -1409595 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1409613.750000 Penalty: 973.317871
	Iteration 22Q: 3 clusters Score -1409614 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1409624.500000 Penalty: 973.317871
	Iteration 23Q: 3 clusters Score -1409624 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1409641.625000 Penalty: 973.317871
	Iteration 24Q: 3 clusters Score -1409642 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42853 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1409651.750000 Penalty: 973.317871
	Iteration 25Q: 3 clusters Score -1409652 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1409654.000000 Penalty: 973.317871
	Iteration 26Q: 3 clusters Score -1409654 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1409657.000000 Penalty: 973.317871
	Iteration 27Q: 3 clusters Score -1409657 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1409663.000000 Penalty: 973.317871
	Iteration 28Q: 3 clusters Score -1409663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1409663.875000 Penalty: 973.317871
	Iteration 29Q: 3 clusters Score -1409664 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1409675.625000 Penalty: 973.317871
	Iteration 30Q: 3 clusters Score -1409676 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1409683.750000 Penalty: 973.317871
	Iteration 31Q: 3 clusters Score -1409684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1409688.375000 Penalty: 973.317871
	Iteration 32Q: 3 clusters Score -1409688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1409700.875000 Penalty: 973.317871
	Iteration 33Q: 3 clusters Score -1409701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1409706.250000 Penalty: 973.317871
	Iteration 34Q: 3 clusters Score -1409706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1409705.875000 Penalty: 973.317871
	Iteration 35Q: 3 clusters Score -1409706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1409709.250000 Penalty: 973.317871
	Iteration 36Q: 3 clusters Score -1409709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1409715.875000 Penalty: 973.317871
	Iteration 37Q: 3 clusters Score -1409716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1409720.000000 Penalty: 973.317871
	Iteration 38Q: 3 clusters Score -1409720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1409722.875000 Penalty: 973.317871
	Iteration 39Q: 3 clusters Score -1409723 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1409722.875000 Penalty: 973.317871
	Iteration 40F: 3 clusters Score -1409723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1409721.000000 Penalty: 973.317871
	Iteration 41Q: 3 clusters Score -1409721 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1409720.125000 Penalty: 973.317871
	Iteration 42Q: 3 clusters Score -1409720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1409722.250000 Penalty: 973.317871
	Iteration 43Q: 3 clusters Score -1409722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1409720.750000 Penalty: 973.317871
	Iteration 44Q: 3 clusters Score -1409721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1409721.500000 Penalty: 973.317871
	Iteration 45Q: 3 clusters Score -1409722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1409723.375000 Penalty: 973.317871
	Iteration 46Q: 3 clusters Score -1409723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1409723.375000 Penalty: 973.317871
	Iteration 47Q: 3 clusters Score -1409723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1409724.625000 Penalty: 973.317871
	Iteration 48Q: 3 clusters Score -1409725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1409725.875000 Penalty: 973.317871
	Iteration 49Q: 3 clusters Score -1409726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1409723.625000 Penalty: 973.317871
	Iteration 50Q: 3 clusters Score -1409724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1409725.875000 Penalty: 973.317871
	Iteration 51Q: 3 clusters Score -1409726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1409726.750000 Penalty: 973.317871
	Iteration 52Q: 3 clusters Score -1409727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1409728.000000 Penalty: 973.317871
	Iteration 53Q: 3 clusters Score -1409728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1409727.625000 Penalty: 973.317871
	Iteration 54Q: 3 clusters Score -1409728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1409728.125000 Penalty: 973.317871
	Iteration 55Q: 3 clusters Score -1409728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1409727.875000 Penalty: 973.317871
	Iteration 56Q: 3 clusters Score -1409728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1409728.000000 Penalty: 973.317871
	Iteration 57Q: 3 clusters Score -1409728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1409728.000000 Penalty: 973.317871
	Iteration 58F: 3 clusters Score -1409728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -78146.390625 Penalty: 353.717682
	Iteration 0F: 2 clusters Score -78146.39 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 1226 members 
Entering Unmasked Estep 
Score: -76473.976562 Penalty: 707.435364
	Iteration 0F: 3 clusters Score -76473.98 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -77083.687500 Penalty: 707.435364
	Iteration 1F: 3 clusters Score -77083.69 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -77181.781250 Penalty: 707.435364
	Iteration 2F: 3 clusters Score -77181.78 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -77293.218750 Penalty: 707.435364
	Iteration 3F: 3 clusters Score -77293.22 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -77401.242188 Penalty: 707.435364
	Iteration 4F: 3 clusters Score -77401.24 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -77508.468750 Penalty: 707.435364
	Iteration 5F: 3 clusters Score -77508.47 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -77607.460938 Penalty: 707.435364
	Iteration 6F: 3 clusters Score -77607.46 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -77697.773438 Penalty: 707.435364
	Iteration 7Q: 3 clusters Score -77697.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -77772.070312 Penalty: 707.435364
	Iteration 8Q: 3 clusters Score -77772.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -77822.796875 Penalty: 707.435364
	Iteration 9Q: 3 clusters Score -77822.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -77862.632812 Penalty: 707.435364
	Iteration 10Q: 3 clusters Score -77862.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -77893.429688 Penalty: 707.435364
	Iteration 11Q: 3 clusters Score -77893.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -77911.750000 Penalty: 707.435364
	Iteration 12Q: 3 clusters Score -77911.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -77918.078125 Penalty: 707.435364
	Iteration 13Q: 3 clusters Score -77918.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -77921.382812 Penalty: 707.435364
	Iteration 14Q: 3 clusters Score -77921.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -77923.492188 Penalty: 707.435364
	Iteration 15Q: 3 clusters Score -77923.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -77924.710938 Penalty: 707.435364
	Iteration 16Q: 3 clusters Score -77924.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -77925.492188 Penalty: 707.435364
	Iteration 17Q: 3 clusters Score -77925.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -77925.757812 Penalty: 707.435364
	Iteration 18Q: 3 clusters Score -77925.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -77926.164062 Penalty: 707.435364
	Iteration 19Q: 3 clusters Score -77926.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -77926.281250 Penalty: 707.435364
	Iteration 20F: 3 clusters Score -77926.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Entering Unmasked Estep 
Score: -438557.593750 Penalty: 438.378510
	Iteration 0F: 2 clusters Score -438557.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -428423.531250 Penalty: 876.757019
	Iteration 0F: 3 clusters Score -428423.5 nChanged 7128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -432361.000000 Penalty: 876.757019
	Iteration 1F: 3 clusters Score -432361 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -432527.968750 Penalty: 876.757019
	Iteration 2Q: 3 clusters Score -432528 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -432787.343750 Penalty: 876.757019
	Iteration 3Q: 3 clusters Score -432787.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -433253.312500 Penalty: 876.757019
	Iteration 4Q: 3 clusters Score -433253.3 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -434018.718750 Penalty: 876.757019
	Iteration 5F: 3 clusters Score -434018.7 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -434944.531250 Penalty: 876.757019
	Iteration 6F: 3 clusters Score -434944.5 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -435698.968750 Penalty: 876.757019
	Iteration 7F: 3 clusters Score -435699 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -436262.968750 Penalty: 876.757019
	Iteration 8F: 3 clusters Score -436263 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -436670.718750 Penalty: 876.757019
	Iteration 9Q: 3 clusters Score -436670.7 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -436985.406250 Penalty: 876.757019
	Iteration 10Q: 3 clusters Score -436985.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -437210.781250 Penalty: 876.757019
	Iteration 11Q: 3 clusters Score -437210.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -437398.687500 Penalty: 876.757019
	Iteration 12Q: 3 clusters Score -437398.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -437559.218750 Penalty: 876.757019
	Iteration 13Q: 3 clusters Score -437559.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -437672.375000 Penalty: 876.757019
	Iteration 14Q: 3 clusters Score -437672.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -437769.718750 Penalty: 876.757019
	Iteration 15Q: 3 clusters Score -437769.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -437840.375000 Penalty: 876.757019
	Iteration 16Q: 3 clusters Score -437840.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -437908.312500 Penalty: 876.757019
	Iteration 17Q: 3 clusters Score -437908.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -437964.843750 Penalty: 876.757019
	Iteration 18Q: 3 clusters Score -437964.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -438016.781250 Penalty: 876.757019
	Iteration 19Q: 3 clusters Score -438016.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -438054.875000 Penalty: 876.757019
	Iteration 20F: 3 clusters Score -438054.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -438079.843750 Penalty: 876.757019
	Iteration 21Q: 3 clusters Score -438079.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -438099.718750 Penalty: 876.757019
	Iteration 22Q: 3 clusters Score -438099.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -438115.406250 Penalty: 876.757019
	Iteration 23Q: 3 clusters Score -438115.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -438125.812500 Penalty: 876.757019
	Iteration 24Q: 3 clusters Score -438125.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -438132.687500 Penalty: 876.757019
	Iteration 25Q: 3 clusters Score -438132.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -438139.281250 Penalty: 876.757019
	Iteration 26Q: 3 clusters Score -438139.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -438148.812500 Penalty: 876.757019
	Iteration 27Q: 3 clusters Score -438148.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -438154.750000 Penalty: 876.757019
	Iteration 28Q: 3 clusters Score -438154.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -438160.906250 Penalty: 876.757019
	Iteration 29Q: 3 clusters Score -438160.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -438167.906250 Penalty: 876.757019
	Iteration 30Q: 3 clusters Score -438167.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -438174.093750 Penalty: 876.757019
	Iteration 31Q: 3 clusters Score -438174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -438179.187500 Penalty: 876.757019
	Iteration 32Q: 3 clusters Score -438179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -438181.343750 Penalty: 876.757019
	Iteration 33Q: 3 clusters Score -438181.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -438186.312500 Penalty: 876.757019
	Iteration 34Q: 3 clusters Score -438186.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -438187.468750 Penalty: 876.757019
	Iteration 35Q: 3 clusters Score -438187.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -438192.031250 Penalty: 876.757019
	Iteration 36Q: 3 clusters Score -438192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -438193.500000 Penalty: 876.757019
	Iteration 37Q: 3 clusters Score -438193.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -438195.812500 Penalty: 876.757019
	Iteration 38Q: 3 clusters Score -438195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -438195.656250 Penalty: 876.757019
	Iteration 39Q: 3 clusters Score -438195.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -438196.625000 Penalty: 876.757019
	Iteration 40F: 3 clusters Score -438196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -438198.812500 Penalty: 876.757019
	Iteration 41Q: 3 clusters Score -438198.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -438203.468750 Penalty: 876.757019
	Iteration 42Q: 3 clusters Score -438203.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -438208.625000 Penalty: 876.757019
	Iteration 43Q: 3 clusters Score -438208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -438211.312500 Penalty: 876.757019
	Iteration 44Q: 3 clusters Score -438211.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -438213.218750 Penalty: 876.757019
	Iteration 45Q: 3 clusters Score -438213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -438214.062500 Penalty: 876.757019
	Iteration 46Q: 3 clusters Score -438214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -438215.937500 Penalty: 876.757019
	Iteration 47Q: 3 clusters Score -438215.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -438217.687500 Penalty: 876.757019
	Iteration 48Q: 3 clusters Score -438217.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -438219.968750 Penalty: 876.757019
	Iteration 49Q: 3 clusters Score -438220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -438223.125000 Penalty: 876.757019
	Iteration 50Q: 3 clusters Score -438223.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -438224.375000 Penalty: 876.757019
	Iteration 51Q: 3 clusters Score -438224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -438226.718750 Penalty: 876.757019
	Iteration 52Q: 3 clusters Score -438226.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -438227.125000 Penalty: 876.757019
	Iteration 53Q: 3 clusters Score -438227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -438227.656250 Penalty: 876.757019
	Iteration 54Q: 3 clusters Score -438227.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -438228.531250 Penalty: 876.757019
	Iteration 55Q: 3 clusters Score -438228.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -438228.531250 Penalty: 876.757019
	Iteration 56F: 3 clusters Score -438228.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Entering Unmasked Estep 
Score: -776380.312500 Penalty: 459.315735
	Iteration 0F: 2 clusters Score -776380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -760203.375000 Penalty: 918.631470
	Iteration 0F: 3 clusters Score -760203.4 nChanged 11676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -767304.500000 Penalty: 918.631470
	Iteration 1F: 3 clusters Score -767304.5 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -768079.750000 Penalty: 918.631470
	Iteration 2F: 3 clusters Score -768079.8 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -769198.187500 Penalty: 918.631470
	Iteration 3F: 3 clusters Score -769198.2 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -770579.437500 Penalty: 918.631470
	Iteration 4F: 3 clusters Score -770579.4 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -771912.312500 Penalty: 918.631470
	Iteration 5F: 3 clusters Score -771912.3 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -772703.750000 Penalty: 918.631470
	Iteration 6F: 3 clusters Score -772703.8 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -773019.125000 Penalty: 918.631470
	Iteration 7Q: 3 clusters Score -773019.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -773160.812500 Penalty: 918.631470
	Iteration 8Q: 3 clusters Score -773160.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -773262.187500 Penalty: 918.631470
	Iteration 9Q: 3 clusters Score -773262.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -773356.812500 Penalty: 918.631470
	Iteration 10Q: 3 clusters Score -773356.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -773434.187500 Penalty: 918.631470
	Iteration 11Q: 3 clusters Score -773434.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -773516.750000 Penalty: 918.631470
	Iteration 12Q: 3 clusters Score -773516.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -773613.562500 Penalty: 918.631470
	Iteration 13Q: 3 clusters Score -773613.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -773699.000000 Penalty: 918.631470
	Iteration 14Q: 3 clusters Score -773699 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -773779.625000 Penalty: 918.631470
	Iteration 15Q: 3 clusters Score -773779.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -773882.875000 Penalty: 918.631470
	Iteration 16Q: 3 clusters Score -773882.9 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -773991.812500 Penalty: 918.631470
	Iteration 17Q: 3 clusters Score -773991.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -774112.562500 Penalty: 918.631470
	Iteration 18Q: 3 clusters Score -774112.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -774242.312500 Penalty: 918.631470
	Iteration 19Q: 3 clusters Score -774242.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -774364.187500 Penalty: 918.631470
	Iteration 20F: 3 clusters Score -774364.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -774496.812500 Penalty: 918.631470
	Iteration 21Q: 3 clusters Score -774496.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -774626.750000 Penalty: 918.631470
	Iteration 22Q: 3 clusters Score -774626.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -774753.437500 Penalty: 918.631470
	Iteration 23Q: 3 clusters Score -774753.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -774878.687500 Penalty: 918.631470
	Iteration 24Q: 3 clusters Score -774878.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -774996.500000 Penalty: 918.631470
	Iteration 25Q: 3 clusters Score -774996.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -775112.937500 Penalty: 918.631470
	Iteration 26Q: 3 clusters Score -775112.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -775234.187500 Penalty: 918.631470
	Iteration 27Q: 3 clusters Score -775234.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -775349.812500 Penalty: 918.631470
	Iteration 28Q: 3 clusters Score -775349.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -775464.437500 Penalty: 918.631470
	Iteration 29Q: 3 clusters Score -775464.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -775571.375000 Penalty: 918.631470
	Iteration 30Q: 3 clusters Score -775571.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -775643.812500 Penalty: 918.631470
	Iteration 31Q: 3 clusters Score -775643.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -775692.250000 Penalty: 918.631470
	Iteration 32Q: 3 clusters Score -775692.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -775730.937500 Penalty: 918.631470
	Iteration 33Q: 3 clusters Score -775730.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -775768.125000 Penalty: 918.631470
	Iteration 34Q: 3 clusters Score -775768.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -775801.125000 Penalty: 918.631470
	Iteration 35Q: 3 clusters Score -775801.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -775824.062500 Penalty: 918.631470
	Iteration 36Q: 3 clusters Score -775824.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -775847.062500 Penalty: 918.631470
	Iteration 37Q: 3 clusters Score -775847.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -775863.875000 Penalty: 918.631470
	Iteration 38Q: 3 clusters Score -775863.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -775877.125000 Penalty: 918.631470
	Iteration 39Q: 3 clusters Score -775877.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -775887.750000 Penalty: 918.631470
	Iteration 40F: 3 clusters Score -775887.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -775898.937500 Penalty: 918.631470
	Iteration 41Q: 3 clusters Score -775898.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -775910.750000 Penalty: 918.631470
	Iteration 42Q: 3 clusters Score -775910.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -775917.687500 Penalty: 918.631470
	Iteration 43Q: 3 clusters Score -775917.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23803 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -775922.125000 Penalty: 918.631470
	Iteration 44Q: 3 clusters Score -775922.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -775926.875000 Penalty: 918.631470
	Iteration 45Q: 3 clusters Score -775926.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -775931.437500 Penalty: 918.631470
	Iteration 46Q: 3 clusters Score -775931.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -775940.500000 Penalty: 918.631470
	Iteration 47Q: 3 clusters Score -775940.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -775947.562500 Penalty: 918.631470
	Iteration 48Q: 3 clusters Score -775947.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -775959.937500 Penalty: 918.631470
	Iteration 49Q: 3 clusters Score -775959.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -775966.062500 Penalty: 918.631470
	Iteration 50Q: 3 clusters Score -775966.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -775969.812500 Penalty: 918.631470
	Iteration 51Q: 3 clusters Score -775969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -775975.750000 Penalty: 918.631470
	Iteration 52Q: 3 clusters Score -775975.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -775978.437500 Penalty: 918.631470
	Iteration 53Q: 3 clusters Score -775978.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -775982.125000 Penalty: 918.631470
	Iteration 54Q: 3 clusters Score -775982.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -775983.000000 Penalty: 918.631470
	Iteration 55Q: 3 clusters Score -775983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -775986.875000 Penalty: 918.631470
	Iteration 56Q: 3 clusters Score -775986.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -775988.625000 Penalty: 918.631470
	Iteration 57Q: 3 clusters Score -775988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -775993.062500 Penalty: 918.631470
	Iteration 58Q: 3 clusters Score -775993.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23966 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -775996.937500 Penalty: 918.631470
	Iteration 59Q: 3 clusters Score -775996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -776000.937500 Penalty: 918.631470
	Iteration 60F: 3 clusters Score -776000.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23975 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -776001.812500 Penalty: 918.631470
	Iteration 61Q: 3 clusters Score -776001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -776002.937500 Penalty: 918.631470
	Iteration 62Q: 3 clusters Score -776002.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -776003.437500 Penalty: 918.631470
	Iteration 63Q: 3 clusters Score -776003.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -776003.437500 Penalty: 918.631470
	Iteration 64F: 3 clusters Score -776003.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -43868.984375 Penalty: 336.756012
	Iteration 0F: 2 clusters Score -43868.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -42640.878906 Penalty: 673.512024
	Iteration 0F: 3 clusters Score -42640.88 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -43156.582031 Penalty: 673.512024
	Iteration 1F: 3 clusters Score -43156.58 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -43373.246094 Penalty: 673.512024
	Iteration 2F: 3 clusters Score -43373.25 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -43607.023438 Penalty: 673.512024
	Iteration 3F: 3 clusters Score -43607.02 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -43746.917969 Penalty: 673.512024
	Iteration 4F: 3 clusters Score -43746.92 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -43802.750000 Penalty: 673.512024
	Iteration 5Q: 3 clusters Score -43802.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -43841.988281 Penalty: 673.512024
	Iteration 6Q: 3 clusters Score -43841.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -43859.859375 Penalty: 673.512024
	Iteration 7Q: 3 clusters Score -43859.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -43868.402344 Penalty: 673.512024
	Iteration 8Q: 3 clusters Score -43868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -43871.898438 Penalty: 673.512024
	Iteration 9Q: 3 clusters Score -43871.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -43875.605469 Penalty: 673.512024
	Iteration 10Q: 3 clusters Score -43875.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -43879.449219 Penalty: 673.512024
	Iteration 11Q: 3 clusters Score -43879.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -43880.945312 Penalty: 673.512024
	Iteration 12Q: 3 clusters Score -43880.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -43881.953125 Penalty: 673.512024
	Iteration 13Q: 3 clusters Score -43881.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43882.656250 Penalty: 673.512024
	Iteration 14Q: 3 clusters Score -43882.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43882.656250 Penalty: 673.512024
	Iteration 15F: 3 clusters Score -43882.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231969 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 278 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1003 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15286 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1360 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362401 members 
Entering Unmasked Estep 
Score: -21495024.000000 Penalty: 11667.719727
Splitting cluster 19 changes total score from -21495272.000000 to -21495024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -34082.648438 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -34082.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -33248.625000 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -33248.62 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -33502.683594 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -33502.68 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -33560.117188 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -33560.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -33598.593750 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -33598.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -33627.617188 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -33627.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33648.570312 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -33648.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -33664.843750 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -33664.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -33673.820312 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -33673.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33678.144531 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -33678.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -33680.472656 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -33680.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -33680.914062 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -33680.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33681.308594 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -33681.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -33681.679688 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -33681.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -33681.898438 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -33681.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -33681.898438 Penalty: 632.436951
	Iteration 14F: 3 clusters Score -33681.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -160165.937500 Penalty: 385.967804
	Iteration 0F: 2 clusters Score -160165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -156925.437500 Penalty: 771.935608
	Iteration 0F: 3 clusters Score -156925.4 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -158109.859375 Penalty: 771.935608
	Iteration 1F: 3 clusters Score -158109.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -158267.062500 Penalty: 771.935608
	Iteration 2F: 3 clusters Score -158267.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -158511.250000 Penalty: 771.935608
	Iteration 3F: 3 clusters Score -158511.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -158852.234375 Penalty: 771.935608
	Iteration 4F: 3 clusters Score -158852.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -159217.203125 Penalty: 771.935608
	Iteration 5F: 3 clusters Score -159217.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -159460.968750 Penalty: 771.935608
	Iteration 6F: 3 clusters Score -159461 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -159581.796875 Penalty: 771.935608
	Iteration 7Q: 3 clusters Score -159581.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -159647.859375 Penalty: 771.935608
	Iteration 8Q: 3 clusters Score -159647.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -159687.687500 Penalty: 771.935608
	Iteration 9Q: 3 clusters Score -159687.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -159718.343750 Penalty: 771.935608
	Iteration 10Q: 3 clusters Score -159718.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -159733.625000 Penalty: 771.935608
	Iteration 11Q: 3 clusters Score -159733.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -159745.703125 Penalty: 771.935608
	Iteration 12Q: 3 clusters Score -159745.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -159761.812500 Penalty: 771.935608
	Iteration 13Q: 3 clusters Score -159761.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -159778.718750 Penalty: 771.935608
	Iteration 14Q: 3 clusters Score -159778.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -159787.671875 Penalty: 771.935608
	Iteration 15Q: 3 clusters Score -159787.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -159796.984375 Penalty: 771.935608
	Iteration 16Q: 3 clusters Score -159797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -159806.562500 Penalty: 771.935608
	Iteration 17Q: 3 clusters Score -159806.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -159816.812500 Penalty: 771.935608
	Iteration 18Q: 3 clusters Score -159816.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -159823.734375 Penalty: 771.935608
	Iteration 19Q: 3 clusters Score -159823.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -159828.000000 Penalty: 771.935608
	Iteration 20F: 3 clusters Score -159828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -159831.187500 Penalty: 771.935608
	Iteration 21Q: 3 clusters Score -159831.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -159832.984375 Penalty: 771.935608
	Iteration 22Q: 3 clusters Score -159833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -159833.984375 Penalty: 771.935608
	Iteration 23Q: 3 clusters Score -159834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -159835.703125 Penalty: 771.935608
	Iteration 24Q: 3 clusters Score -159835.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -159837.203125 Penalty: 771.935608
	Iteration 25Q: 3 clusters Score -159837.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -159837.734375 Penalty: 771.935608
	Iteration 26Q: 3 clusters Score -159837.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -159837.718750 Penalty: 771.935608
	Iteration 27Q: 3 clusters Score -159837.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -159838.453125 Penalty: 771.935608
	Iteration 28Q: 3 clusters Score -159838.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -159839.156250 Penalty: 771.935608
	Iteration 29Q: 3 clusters Score -159839.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -159842.468750 Penalty: 771.935608
	Iteration 30Q: 3 clusters Score -159842.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -159843.890625 Penalty: 771.935608
	Iteration 31Q: 3 clusters Score -159843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -159846.125000 Penalty: 771.935608
	Iteration 32Q: 3 clusters Score -159846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -159849.203125 Penalty: 771.935608
	Iteration 33Q: 3 clusters Score -159849.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -159851.062500 Penalty: 771.935608
	Iteration 34Q: 3 clusters Score -159851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -159852.078125 Penalty: 771.935608
	Iteration 35Q: 3 clusters Score -159852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -159853.781250 Penalty: 771.935608
	Iteration 36Q: 3 clusters Score -159853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -159856.343750 Penalty: 771.935608
	Iteration 37Q: 3 clusters Score -159856.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -159859.203125 Penalty: 771.935608
	Iteration 38Q: 3 clusters Score -159859.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -159860.312500 Penalty: 771.935608
	Iteration 39Q: 3 clusters Score -159860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -159860.578125 Penalty: 771.935608
	Iteration 40F: 3 clusters Score -159860.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -159860.765625 Penalty: 771.935608
	Iteration 41Q: 3 clusters Score -159860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -159861.343750 Penalty: 771.935608
	Iteration 42Q: 3 clusters Score -159861.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -159861.562500 Penalty: 771.935608
	Iteration 43Q: 3 clusters Score -159861.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -159861.562500 Penalty: 771.935608
	Iteration 44F: 3 clusters Score -159861.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362401 members 
Entering Unmasked Estep 
Score: -11447584.000000 Penalty: 582.423035
	Iteration 0F: 2 clusters Score -1.144758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181077 members 
Mstep: Class 2 contains 181324 members 
Entering Unmasked Estep 
Score: -11200549.000000 Penalty: 1164.846069
	Iteration 0F: 3 clusters Score -1.120055e+07 nChanged 178831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 184909 members 
Entering Unmasked Estep 
Score: -11310336.000000 Penalty: 1164.846069
	Iteration 1F: 3 clusters Score -1.131034e+07 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175580 members 
Mstep: Class 2 contains 186821 members 
Entering Unmasked Estep 
Score: -11313491.000000 Penalty: 1164.846069
	Iteration 2Q: 3 clusters Score -1.131349e+07 nChanged 13266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172462 members 
Mstep: Class 2 contains 189939 members 
Entering Unmasked Estep 
Score: -11317800.000000 Penalty: 1164.846069
	Iteration 3Q: 3 clusters Score -1.13178e+07 nChanged 15522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 194575 members 
Entering Unmasked Estep 
Score: -11324315.000000 Penalty: 1164.846069
	Iteration 4Q: 3 clusters Score -1.132432e+07 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 201682 members 
Entering Unmasked Estep 
Score: -11333664.000000 Penalty: 1164.846069
	Iteration 5Q: 3 clusters Score -1.133366e+07 nChanged 20223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 211747 members 
Entering Unmasked Estep 
Score: -11346365.000000 Penalty: 1164.846069
	Iteration 6F: 3 clusters Score -1.134636e+07 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138798 members 
Mstep: Class 2 contains 223603 members 
Entering Unmasked Estep 
Score: -11361011.000000 Penalty: 1164.846069
	Iteration 7F: 3 clusters Score -1.136101e+07 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127313 members 
Mstep: Class 2 contains 235088 members 
Entering Unmasked Estep 
Score: -11374251.000000 Penalty: 1164.846069
	Iteration 8F: 3 clusters Score -1.137425e+07 nChanged 18581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117314 members 
Mstep: Class 2 contains 245087 members 
Entering Unmasked Estep 
Score: -11384367.000000 Penalty: 1164.846069
	Iteration 9F: 3 clusters Score -1.138437e+07 nChanged 15055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109099 members 
Mstep: Class 2 contains 253302 members 
Entering Unmasked Estep 
Score: -11391477.000000 Penalty: 1164.846069
	Iteration 10Q: 3 clusters Score -1.139148e+07 nChanged 11621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102008 members 
Mstep: Class 2 contains 260393 members 
Entering Unmasked Estep 
Score: -11395815.000000 Penalty: 1164.846069
	Iteration 11Q: 3 clusters Score -1.139582e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95472 members 
Mstep: Class 2 contains 266929 members 
Entering Unmasked Estep 
Score: -11398714.000000 Penalty: 1164.846069
	Iteration 12Q: 3 clusters Score -1.139871e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 273204 members 
Entering Unmasked Estep 
Score: -11400960.000000 Penalty: 1164.846069
	Iteration 13Q: 3 clusters Score -1.140096e+07 nChanged 6679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82936 members 
Mstep: Class 2 contains 279465 members 
Entering Unmasked Estep 
Score: -11403276.000000 Penalty: 1164.846069
	Iteration 14Q: 3 clusters Score -1.140328e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76507 members 
Mstep: Class 2 contains 285894 members 
Entering Unmasked Estep 
Score: -11405590.000000 Penalty: 1164.846069
	Iteration 15Q: 3 clusters Score -1.140559e+07 nChanged 6718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69855 members 
Mstep: Class 2 contains 292546 members 
Entering Unmasked Estep 
Score: -11408171.000000 Penalty: 1164.846069
	Iteration 16Q: 3 clusters Score -1.140817e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62904 members 
Mstep: Class 2 contains 299497 members 
Entering Unmasked Estep 
Score: -11411172.000000 Penalty: 1164.846069
	Iteration 17Q: 3 clusters Score -1.141117e+07 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 306602 members 
Entering Unmasked Estep 
Score: -11414667.000000 Penalty: 1164.846069
	Iteration 18Q: 3 clusters Score -1.141467e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48656 members 
Mstep: Class 2 contains 313745 members 
Entering Unmasked Estep 
Score: -11418479.000000 Penalty: 1164.846069
	Iteration 19Q: 3 clusters Score -1.141848e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 320749 members 
Entering Unmasked Estep 
Score: -11422541.000000 Penalty: 1164.846069
	Iteration 20F: 3 clusters Score -1.142254e+07 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34955 members 
Mstep: Class 2 contains 327446 members 
Entering Unmasked Estep 
Score: -11426584.000000 Penalty: 1164.846069
	Iteration 21Q: 3 clusters Score -1.142658e+07 nChanged 6044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 333490 members 
Entering Unmasked Estep 
Score: -11430529.000000 Penalty: 1164.846069
	Iteration 22Q: 3 clusters Score -1.143053e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 338764 members 
Entering Unmasked Estep 
Score: -11433778.000000 Penalty: 1164.846069
	Iteration 23Q: 3 clusters Score -1.143378e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 343245 members 
Entering Unmasked Estep 
Score: -11436654.000000 Penalty: 1164.846069
	Iteration 24Q: 3 clusters Score -1.143665e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 347032 members 
Entering Unmasked Estep 
Score: -11439034.000000 Penalty: 1164.846069
	Iteration 25Q: 3 clusters Score -1.143903e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 350089 members 
Entering Unmasked Estep 
Score: -11440970.000000 Penalty: 1164.846069
	Iteration 26Q: 3 clusters Score -1.144097e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 352641 members 
Entering Unmasked Estep 
Score: -11442477.000000 Penalty: 1164.846069
	Iteration 27Q: 3 clusters Score -1.144248e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 354718 members 
Entering Unmasked Estep 
Score: -11443644.000000 Penalty: 1164.846069
	Iteration 28Q: 3 clusters Score -1.144364e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 356368 members 
Entering Unmasked Estep 
Score: -11444661.000000 Penalty: 1164.846069
	Iteration 29Q: 3 clusters Score -1.144466e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 357654 members 
Entering Unmasked Estep 
Score: -11445363.000000 Penalty: 1164.846069
	Iteration 30Q: 3 clusters Score -1.144536e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 358650 members 
Entering Unmasked Estep 
Score: -11445769.000000 Penalty: 1164.846069
	Iteration 31Q: 3 clusters Score -1.144577e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 359402 members 
Entering Unmasked Estep 
Score: -11446099.000000 Penalty: 1164.846069
	Iteration 32Q: 3 clusters Score -1.14461e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 359967 members 
Entering Unmasked Estep 
Score: -11446351.000000 Penalty: 1164.846069
	Iteration 33Q: 3 clusters Score -1.144635e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 360384 members 
Entering Unmasked Estep 
Score: -11446554.000000 Penalty: 1164.846069
	Iteration 34Q: 3 clusters Score -1.144655e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 360685 members 
Entering Unmasked Estep 
Score: -11446678.000000 Penalty: 1164.846069
	Iteration 35Q: 3 clusters Score -1.144668e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 360918 members 
Entering Unmasked Estep 
Score: -11446773.000000 Penalty: 1164.846069
	Iteration 36Q: 3 clusters Score -1.144677e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 361104 members 
Entering Unmasked Estep 
Score: -11446814.000000 Penalty: 1164.846069
	Iteration 37Q: 3 clusters Score -1.144681e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 361250 members 
Entering Unmasked Estep 
Score: -11446875.000000 Penalty: 1164.846069
	Iteration 38Q: 3 clusters Score -1.144688e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 361370 members 
Entering Unmasked Estep 
Score: -11446923.000000 Penalty: 1164.846069
	Iteration 39Q: 3 clusters Score -1.144692e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 361474 members 
Entering Unmasked Estep 
Score: -11446950.000000 Penalty: 1164.846069
	Iteration 40F: 3 clusters Score -1.144695e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 361552 members 
Entering Unmasked Estep 
Score: -11446978.000000 Penalty: 1164.846069
	Iteration 41Q: 3 clusters Score -1.144698e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 361607 members 
Entering Unmasked Estep 
Score: -11446977.000000 Penalty: 1164.846069
	Iteration 42Q: 3 clusters Score -1.144698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 361651 members 
Entering Unmasked Estep 
Score: -11446994.000000 Penalty: 1164.846069
	Iteration 43Q: 3 clusters Score -1.144699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 361686 members 
Entering Unmasked Estep 
Score: -11446999.000000 Penalty: 1164.846069
	Iteration 44Q: 3 clusters Score -1.1447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 361716 members 
Entering Unmasked Estep 
Score: -11447015.000000 Penalty: 1164.846069
	Iteration 45Q: 3 clusters Score -1.144702e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 361736 members 
Entering Unmasked Estep 
Score: -11447013.000000 Penalty: 1164.846069
	Iteration 46Q: 3 clusters Score -1.144701e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 361758 members 
Entering Unmasked Estep 
Score: -11447025.000000 Penalty: 1164.846069
	Iteration 47Q: 3 clusters Score -1.144702e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 361780 members 
Entering Unmasked Estep 
Score: -11447038.000000 Penalty: 1164.846069
	Iteration 48Q: 3 clusters Score -1.144704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 361794 members 
Entering Unmasked Estep 
Score: -11447049.000000 Penalty: 1164.846069
	Iteration 49Q: 3 clusters Score -1.144705e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 361808 members 
Entering Unmasked Estep 
Score: -11447055.000000 Penalty: 1164.846069
	Iteration 50Q: 3 clusters Score -1.144706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 361820 members 
Entering Unmasked Estep 
Score: -11447050.000000 Penalty: 1164.846069
	Iteration 51Q: 3 clusters Score -1.144705e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 361830 members 
Entering Unmasked Estep 
Score: -11447051.000000 Penalty: 1164.846069
	Iteration 52Q: 3 clusters Score -1.144705e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 361841 members 
Entering Unmasked Estep 
Score: -11447059.000000 Penalty: 1164.846069
	Iteration 53Q: 3 clusters Score -1.144706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 361848 members 
Entering Unmasked Estep 
Score: -11447066.000000 Penalty: 1164.846069
	Iteration 54Q: 3 clusters Score -1.144707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 361858 members 
Entering Unmasked Estep 
Score: -11447062.000000 Penalty: 1164.846069
	Iteration 55Q: 3 clusters Score -1.144706e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 361865 members 
Entering Unmasked Estep 
Score: -11447081.000000 Penalty: 1164.846069
	Iteration 56Q: 3 clusters Score -1.144708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 361873 members 
Entering Unmasked Estep 
Score: -11447082.000000 Penalty: 1164.846069
	Iteration 57Q: 3 clusters Score -1.144708e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 361881 members 
Entering Unmasked Estep 
Score: -11447080.000000 Penalty: 1164.846069
	Iteration 58Q: 3 clusters Score -1.144708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 361887 members 
Entering Unmasked Estep 
Score: -11447078.000000 Penalty: 1164.846069
	Iteration 59Q: 3 clusters Score -1.144708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 361894 members 
Entering Unmasked Estep 
Score: -11447083.000000 Penalty: 1164.846069
	Iteration 60F: 3 clusters Score -1.144708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 361896 members 
Entering Unmasked Estep 
Score: -11447087.000000 Penalty: 1164.846069
	Iteration 61Q: 3 clusters Score -1.144709e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 361897 members 
Entering Unmasked Estep 
Score: -11447094.000000 Penalty: 1164.846069
	Iteration 62Q: 3 clusters Score -1.144709e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 361898 members 
Entering Unmasked Estep 
Score: -11447095.000000 Penalty: 1164.846069
	Iteration 63Q: 3 clusters Score -1.14471e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 361904 members 
Entering Unmasked Estep 
Score: -11447111.000000 Penalty: 1164.846069
	Iteration 64Q: 3 clusters Score -1.144711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 361909 members 
Entering Unmasked Estep 
Score: -11447109.000000 Penalty: 1164.846069
	Iteration 65Q: 3 clusters Score -1.144711e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 361915 members 
Entering Unmasked Estep 
Score: -11447113.000000 Penalty: 1164.846069
	Iteration 66Q: 3 clusters Score -1.144711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 361916 members 
Entering Unmasked Estep 
Score: -11447115.000000 Penalty: 1164.846069
	Iteration 67Q: 3 clusters Score -1.144712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 361917 members 
Entering Unmasked Estep 
Score: -11447111.000000 Penalty: 1164.846069
	Iteration 68Q: 3 clusters Score -1.144711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 361920 members 
Entering Unmasked Estep 
Score: -11447113.000000 Penalty: 1164.846069
	Iteration 69Q: 3 clusters Score -1.144711e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 361924 members 
Entering Unmasked Estep 
Score: -11447114.000000 Penalty: 1164.846069
	Iteration 70Q: 3 clusters Score -1.144711e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 361932 members 
Entering Unmasked Estep 
Score: -11447122.000000 Penalty: 1164.846069
	Iteration 71Q: 3 clusters Score -1.144712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 361942 members 
Entering Unmasked Estep 
Score: -11447119.000000 Penalty: 1164.846069
	Iteration 72Q: 3 clusters Score -1.144712e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 361945 members 
Entering Unmasked Estep 
Score: -11447129.000000 Penalty: 1164.846069
	Iteration 73Q: 3 clusters Score -1.144713e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 361950 members 
Entering Unmasked Estep 
Score: -11447131.000000 Penalty: 1164.846069
	Iteration 74Q: 3 clusters Score -1.144713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 361957 members 
Entering Unmasked Estep 
Score: -11447122.000000 Penalty: 1164.846069
	Iteration 75Q: 3 clusters Score -1.144712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 361964 members 
Entering Unmasked Estep 
Score: -11447120.000000 Penalty: 1164.846069
	Iteration 76Q: 3 clusters Score -1.144712e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 361968 members 
Entering Unmasked Estep 
Score: -11447122.000000 Penalty: 1164.846069
	Iteration 77Q: 3 clusters Score -1.144712e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 361970 members 
Entering Unmasked Estep 
Score: -11447131.000000 Penalty: 1164.846069
	Iteration 78Q: 3 clusters Score -1.144713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361973 members 
Entering Unmasked Estep 
Score: -11447135.000000 Penalty: 1164.846069
	Iteration 79Q: 3 clusters Score -1.144714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 361975 members 
Entering Unmasked Estep 
Score: -11447133.000000 Penalty: 1164.846069
	Iteration 80F: 3 clusters Score -1.144713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 361977 members 
Entering Unmasked Estep 
Score: -11447135.000000 Penalty: 1164.846069
	Iteration 81Q: 3 clusters Score -1.144714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361978 members 
Entering Unmasked Estep 
Score: -11447137.000000 Penalty: 1164.846069
	Iteration 82Q: 3 clusters Score -1.144714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 361978 members 
Entering Unmasked Estep 
Score: -11447137.000000 Penalty: 1164.846069
	Iteration 83F: 3 clusters Score -1.144714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231969 members 
Mstep: Class 2 contains 8045 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 1003 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2231 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15286 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495266.000000 Penalty: 11053.628906
Iteration 199Q: 19 clusters Score -2.149527e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231972 members 
Mstep: Class 2 contains 8026 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 997 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15306 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1640 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495298.000000 Penalty: 11053.628906
Iteration 200F: 19 clusters Score -2.14953e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231974 members 
Mstep: Class 2 contains 8004 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 994 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15329 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495308.000000 Penalty: 11053.628906
Iteration 201Q: 19 clusters Score -2.149531e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231977 members 
Mstep: Class 2 contains 7980 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 988 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1641 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495304.000000 Penalty: 11053.628906
Iteration 202Q: 19 clusters Score -2.14953e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231975 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 982 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15382 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1643 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495310.000000 Penalty: 11053.628906
Iteration 203Q: 19 clusters Score -2.149531e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231972 members 
Mstep: Class 2 contains 7952 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 975 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44164 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15407 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495322.000000 Penalty: 11053.628906
Iteration 204Q: 19 clusters Score -2.149532e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231969 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 970 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44164 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15424 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495328.000000 Penalty: 11053.628906
Iteration 205Q: 19 clusters Score -2.149533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44164 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 206Q: 19 clusters Score -2.149535e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231964 members 
Mstep: Class 2 contains 7934 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 963 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44164 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495336.000000 Penalty: 11053.628906
Iteration 207Q: 19 clusters Score -2.149534e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231961 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 958 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44165 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15451 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495334.000000 Penalty: 11053.628906
Iteration 208Q: 19 clusters Score -2.149533e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231959 members 
Mstep: Class 2 contains 7927 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 951 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1650 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495344.000000 Penalty: 11053.628906
Iteration 209Q: 19 clusters Score -2.149534e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231956 members 
Mstep: Class 2 contains 7925 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 944 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15474 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1649 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495332.000000 Penalty: 11053.628906
Iteration 210Q: 19 clusters Score -2.149533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231954 members 
Mstep: Class 2 contains 7921 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15493 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495332.000000 Penalty: 11053.628906
Iteration 211Q: 19 clusters Score -2.149533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231958 members 
Mstep: Class 2 contains 7909 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15504 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495334.000000 Penalty: 11053.628906
Iteration 212Q: 19 clusters Score -2.149533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231958 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15518 members 
Mstep: Class 17 contains 24217 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495344.000000 Penalty: 11053.628906
Iteration 213Q: 19 clusters Score -2.149534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231962 members 
Mstep: Class 2 contains 7887 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 912 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15528 members 
Mstep: Class 17 contains 24218 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495328.000000 Penalty: 11053.628906
Iteration 214Q: 19 clusters Score -2.149533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231967 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 909 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15541 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495330.000000 Penalty: 11053.628906
Iteration 215Q: 19 clusters Score -2.149533e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231968 members 
Mstep: Class 2 contains 7853 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15560 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1664 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495328.000000 Penalty: 11053.628906
Iteration 216Q: 19 clusters Score -2.149533e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231971 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 902 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15571 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495324.000000 Penalty: 11053.628906
Iteration 217Q: 19 clusters Score -2.149532e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231972 members 
Mstep: Class 2 contains 7826 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15579 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1672 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495312.000000 Penalty: 11053.628906
Iteration 218Q: 19 clusters Score -2.149531e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231977 members 
Mstep: Class 2 contains 7811 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15591 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1673 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495342.000000 Penalty: 11053.628906
Iteration 219Q: 19 clusters Score -2.149534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231980 members 
Mstep: Class 2 contains 7801 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 897 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15597 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1676 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495324.000000 Penalty: 11053.628906
Iteration 220F: 19 clusters Score -2.149532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231983 members 
Mstep: Class 2 contains 7785 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15611 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1677 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495324.000000 Penalty: 11053.628906
Iteration 221Q: 19 clusters Score -2.149532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 231991 members 
Mstep: Class 2 contains 7769 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 892 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15620 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1679 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495340.000000 Penalty: 11053.628906
Iteration 222Q: 19 clusters Score -2.149534e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232003 members 
Mstep: Class 2 contains 7745 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 888 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15632 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1683 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495350.000000 Penalty: 11053.628906
Iteration 223Q: 19 clusters Score -2.149535e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232015 members 
Mstep: Class 2 contains 7719 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15649 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495368.000000 Penalty: 11053.628906
Iteration 224Q: 19 clusters Score -2.149537e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232023 members 
Mstep: Class 2 contains 7690 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15667 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495378.000000 Penalty: 11053.628906
Iteration 225Q: 19 clusters Score -2.149538e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232038 members 
Mstep: Class 2 contains 7663 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44171 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15675 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1688 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495366.000000 Penalty: 11053.628906
Iteration 226Q: 19 clusters Score -2.149537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232046 members 
Mstep: Class 2 contains 7650 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15680 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495370.000000 Penalty: 11053.628906
Iteration 227Q: 19 clusters Score -2.149537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232046 members 
Mstep: Class 2 contains 7641 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15687 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495368.000000 Penalty: 11053.628906
Iteration 228Q: 19 clusters Score -2.149537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232050 members 
Mstep: Class 2 contains 7634 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15688 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1691 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495356.000000 Penalty: 11053.628906
Iteration 229Q: 19 clusters Score -2.149536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232052 members 
Mstep: Class 2 contains 7628 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15691 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1692 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495372.000000 Penalty: 11053.628906
Iteration 230Q: 19 clusters Score -2.149537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232055 members 
Mstep: Class 2 contains 7618 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15694 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 231Q: 19 clusters Score -2.149536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232057 members 
Mstep: Class 2 contains 7608 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 879 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15700 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1697 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495370.000000 Penalty: 11053.628906
Iteration 232Q: 19 clusters Score -2.149537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232060 members 
Mstep: Class 2 contains 7596 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 878 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15708 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 233Q: 19 clusters Score -2.149536e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232065 members 
Mstep: Class 2 contains 7582 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15716 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1702 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495356.000000 Penalty: 11053.628906
Iteration 234Q: 19 clusters Score -2.149536e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232064 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15723 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495366.000000 Penalty: 11053.628906
Iteration 235Q: 19 clusters Score -2.149537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232063 members 
Mstep: Class 2 contains 7568 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15726 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1706 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495372.000000 Penalty: 11053.628906
Iteration 236Q: 19 clusters Score -2.149537e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232070 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44170 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15736 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1707 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495376.000000 Penalty: 11053.628906
Iteration 237Q: 19 clusters Score -2.149538e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15746 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1708 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495376.000000 Penalty: 11053.628906
Iteration 238Q: 19 clusters Score -2.149538e+07 nChanged 27
Entering ConstructFrom: 
Score: -21495376.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (232077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232077 members 
Entering Unmasked Estep 
Score: -6894320.500000 Penalty: 562.144470
	Iteration 0F: 2 clusters Score -6894320 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 116153 members 
Entering Unmasked Estep 
Score: -6736504.000000 Penalty: 1124.288940
	Iteration 0F: 3 clusters Score -6736504 nChanged 114235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 123302 members 
Entering Unmasked Estep 
Score: -6809994.000000 Penalty: 1124.288940
	Iteration 1F: 3 clusters Score -6809994 nChanged 9870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106353 members 
Mstep: Class 2 contains 125724 members 
Entering Unmasked Estep 
Score: -6814022.500000 Penalty: 1124.288940
	Iteration 2Q: 3 clusters Score -6814022 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 128795 members 
Entering Unmasked Estep 
Score: -6820354.500000 Penalty: 1124.288940
	Iteration 3Q: 3 clusters Score -6820354 nChanged 13563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 132420 members 
Entering Unmasked Estep 
Score: -6829936.000000 Penalty: 1124.288940
	Iteration 4F: 3 clusters Score -6829936 nChanged 14962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96119 members 
Mstep: Class 2 contains 135958 members 
Entering Unmasked Estep 
Score: -6841788.000000 Penalty: 1124.288940
	Iteration 5F: 3 clusters Score -6841788 nChanged 13812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93203 members 
Mstep: Class 2 contains 138874 members 
Entering Unmasked Estep 
Score: -6850421.000000 Penalty: 1124.288940
	Iteration 6F: 3 clusters Score -6850421 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90900 members 
Mstep: Class 2 contains 141177 members 
Entering Unmasked Estep 
Score: -6853595.000000 Penalty: 1124.288940
	Iteration 7Q: 3 clusters Score -6853595 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88614 members 
Mstep: Class 2 contains 143463 members 
Entering Unmasked Estep 
Score: -6854625.000000 Penalty: 1124.288940
	Iteration 8Q: 3 clusters Score -6854625 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86089 members 
Mstep: Class 2 contains 145988 members 
Entering Unmasked Estep 
Score: -6855212.500000 Penalty: 1124.288940
	Iteration 9Q: 3 clusters Score -6855212 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83322 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -6855710.500000 Penalty: 1124.288940
	Iteration 10Q: 3 clusters Score -6855710 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80505 members 
Mstep: Class 2 contains 151572 members 
Entering Unmasked Estep 
Score: -6856227.000000 Penalty: 1124.288940
	Iteration 11Q: 3 clusters Score -6856227 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77510 members 
Mstep: Class 2 contains 154567 members 
Entering Unmasked Estep 
Score: -6856932.000000 Penalty: 1124.288940
	Iteration 12Q: 3 clusters Score -6856932 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 157907 members 
Entering Unmasked Estep 
Score: -6857708.000000 Penalty: 1124.288940
	Iteration 13Q: 3 clusters Score -6857708 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70492 members 
Mstep: Class 2 contains 161585 members 
Entering Unmasked Estep 
Score: -6858669.500000 Penalty: 1124.288940
	Iteration 14Q: 3 clusters Score -6858670 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66515 members 
Mstep: Class 2 contains 165562 members 
Entering Unmasked Estep 
Score: -6859733.000000 Penalty: 1124.288940
	Iteration 15Q: 3 clusters Score -6859733 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62180 members 
Mstep: Class 2 contains 169897 members 
Entering Unmasked Estep 
Score: -6860949.500000 Penalty: 1124.288940
	Iteration 16Q: 3 clusters Score -6860950 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 174505 members 
Entering Unmasked Estep 
Score: -6862554.500000 Penalty: 1124.288940
	Iteration 17Q: 3 clusters Score -6862554 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52739 members 
Mstep: Class 2 contains 179338 members 
Entering Unmasked Estep 
Score: -6864293.500000 Penalty: 1124.288940
	Iteration 18Q: 3 clusters Score -6864294 nChanged 4974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47765 members 
Mstep: Class 2 contains 184312 members 
Entering Unmasked Estep 
Score: -6866220.000000 Penalty: 1124.288940
	Iteration 19Q: 3 clusters Score -6866220 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 189380 members 
Entering Unmasked Estep 
Score: -6868413.500000 Penalty: 1124.288940
	Iteration 20F: 3 clusters Score -6868414 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 194494 members 
Entering Unmasked Estep 
Score: -6870779.500000 Penalty: 1124.288940
	Iteration 21Q: 3 clusters Score -6870780 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 199578 members 
Entering Unmasked Estep 
Score: -6873215.000000 Penalty: 1124.288940
	Iteration 22Q: 3 clusters Score -6873215 nChanged 5028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 204606 members 
Entering Unmasked Estep 
Score: -6875880.500000 Penalty: 1124.288940
	Iteration 23Q: 3 clusters Score -6875880 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 209549 members 
Entering Unmasked Estep 
Score: -6878887.000000 Penalty: 1124.288940
	Iteration 24Q: 3 clusters Score -6878887 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 214237 members 
Entering Unmasked Estep 
Score: -6881872.000000 Penalty: 1124.288940
	Iteration 25Q: 3 clusters Score -6881872 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 218441 members 
Entering Unmasked Estep 
Score: -6884744.500000 Penalty: 1124.288940
	Iteration 26Q: 3 clusters Score -6884744 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 222060 members 
Entering Unmasked Estep 
Score: -6887268.000000 Penalty: 1124.288940
	Iteration 27Q: 3 clusters Score -6887268 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 224960 members 
Entering Unmasked Estep 
Score: -6889351.000000 Penalty: 1124.288940
	Iteration 28Q: 3 clusters Score -6889351 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 227247 members 
Entering Unmasked Estep 
Score: -6890953.500000 Penalty: 1124.288940
	Iteration 29Q: 3 clusters Score -6890954 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 228941 members 
Entering Unmasked Estep 
Score: -6892131.500000 Penalty: 1124.288940
	Iteration 30Q: 3 clusters Score -6892132 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 230019 members 
Entering Unmasked Estep 
Score: -6892853.000000 Penalty: 1124.288940
	Iteration 31Q: 3 clusters Score -6892853 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 230687 members 
Entering Unmasked Estep 
Score: -6893334.000000 Penalty: 1124.288940
	Iteration 32Q: 3 clusters Score -6893334 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 231085 members 
Entering Unmasked Estep 
Score: -6893596.000000 Penalty: 1124.288940
	Iteration 33Q: 3 clusters Score -6893596 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 231301 members 
Entering Unmasked Estep 
Score: -6893712.500000 Penalty: 1124.288940
	Iteration 34Q: 3 clusters Score -6893712 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 231441 members 
Entering Unmasked Estep 
Score: -6893796.500000 Penalty: 1124.288940
	Iteration 35Q: 3 clusters Score -6893796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 231523 members 
Entering Unmasked Estep 
Score: -6893842.000000 Penalty: 1124.288940
	Iteration 36Q: 3 clusters Score -6893842 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 231566 members 
Entering Unmasked Estep 
Score: -6893867.000000 Penalty: 1124.288940
	Iteration 37Q: 3 clusters Score -6893867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 231595 members 
Entering Unmasked Estep 
Score: -6893893.000000 Penalty: 1124.288940
	Iteration 38Q: 3 clusters Score -6893893 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 231617 members 
Entering Unmasked Estep 
Score: -6893910.000000 Penalty: 1124.288940
	Iteration 39Q: 3 clusters Score -6893910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -6893918.000000 Penalty: 1124.288940
	Iteration 40F: 3 clusters Score -6893918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 231640 members 
Entering Unmasked Estep 
Score: -6893927.500000 Penalty: 1124.288940
	Iteration 41Q: 3 clusters Score -6893928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 231648 members 
Entering Unmasked Estep 
Score: -6893932.000000 Penalty: 1124.288940
	Iteration 42Q: 3 clusters Score -6893932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 231651 members 
Entering Unmasked Estep 
Score: -6893938.000000 Penalty: 1124.288940
	Iteration 43Q: 3 clusters Score -6893938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 231658 members 
Entering Unmasked Estep 
Score: -6893947.000000 Penalty: 1124.288940
	Iteration 44Q: 3 clusters Score -6893947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 231660 members 
Entering Unmasked Estep 
Score: -6893951.500000 Penalty: 1124.288940
	Iteration 45Q: 3 clusters Score -6893952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 231664 members 
Entering Unmasked Estep 
Score: -6893960.500000 Penalty: 1124.288940
	Iteration 46Q: 3 clusters Score -6893960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 231676 members 
Entering Unmasked Estep 
Score: -6893968.500000 Penalty: 1124.288940
	Iteration 47Q: 3 clusters Score -6893968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 231681 members 
Entering Unmasked Estep 
Score: -6893973.500000 Penalty: 1124.288940
	Iteration 48Q: 3 clusters Score -6893974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 231684 members 
Entering Unmasked Estep 
Score: -6893975.500000 Penalty: 1124.288940
	Iteration 49Q: 3 clusters Score -6893976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 231685 members 
Entering Unmasked Estep 
Score: -6893978.500000 Penalty: 1124.288940
	Iteration 50Q: 3 clusters Score -6893978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 231688 members 
Entering Unmasked Estep 
Score: -6893983.000000 Penalty: 1124.288940
	Iteration 51Q: 3 clusters Score -6893983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -6893985.000000 Penalty: 1124.288940
	Iteration 52Q: 3 clusters Score -6893985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 231697 members 
Entering Unmasked Estep 
Score: -6893985.000000 Penalty: 1124.288940
	Iteration 53Q: 3 clusters Score -6893985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -6893989.000000 Penalty: 1124.288940
	Iteration 54Q: 3 clusters Score -6893989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -6893990.500000 Penalty: 1124.288940
	Iteration 55Q: 3 clusters Score -6893990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -6893995.000000 Penalty: 1124.288940
	Iteration 56Q: 3 clusters Score -6893995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 231700 members 
Entering Unmasked Estep 
Score: -6894001.000000 Penalty: 1124.288940
	Iteration 57Q: 3 clusters Score -6894001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 231704 members 
Entering Unmasked Estep 
Score: -6894005.000000 Penalty: 1124.288940
	Iteration 58Q: 3 clusters Score -6894005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 231702 members 
Entering Unmasked Estep 
Score: -6894006.500000 Penalty: 1124.288940
	Iteration 59Q: 3 clusters Score -6894006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 231700 members 
Entering Unmasked Estep 
Score: -6894011.000000 Penalty: 1124.288940
	Iteration 60F: 3 clusters Score -6894011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 231697 members 
Entering Unmasked Estep 
Score: -6894008.500000 Penalty: 1124.288940
	Iteration 61Q: 3 clusters Score -6894008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 231699 members 
Entering Unmasked Estep 
Score: -6894010.000000 Penalty: 1124.288940
	Iteration 62Q: 3 clusters Score -6894010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 231700 members 
Entering Unmasked Estep 
Score: -6894012.000000 Penalty: 1124.288940
	Iteration 63Q: 3 clusters Score -6894012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -6894010.500000 Penalty: 1124.288940
	Iteration 64Q: 3 clusters Score -6894010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 231699 members 
Entering Unmasked Estep 
Score: -6894016.000000 Penalty: 1124.288940
	Iteration 65Q: 3 clusters Score -6894016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 231698 members 
Entering Unmasked Estep 
Score: -6894018.000000 Penalty: 1124.288940
	Iteration 66Q: 3 clusters Score -6894018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 231688 members 
Entering Unmasked Estep 
Score: -6894019.000000 Penalty: 1124.288940
	Iteration 67Q: 3 clusters Score -6894019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 231674 members 
Entering Unmasked Estep 
Score: -6894019.500000 Penalty: 1124.288940
	Iteration 68Q: 3 clusters Score -6894020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 231663 members 
Entering Unmasked Estep 
Score: -6894025.500000 Penalty: 1124.288940
	Iteration 69Q: 3 clusters Score -6894026 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 231649 members 
Entering Unmasked Estep 
Score: -6894026.500000 Penalty: 1124.288940
	Iteration 70Q: 3 clusters Score -6894026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 231640 members 
Entering Unmasked Estep 
Score: -6894027.500000 Penalty: 1124.288940
	Iteration 71Q: 3 clusters Score -6894028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 231637 members 
Entering Unmasked Estep 
Score: -6894026.500000 Penalty: 1124.288940
	Iteration 72Q: 3 clusters Score -6894026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 231633 members 
Entering Unmasked Estep 
Score: -6894026.000000 Penalty: 1124.288940
	Iteration 73Q: 3 clusters Score -6894026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -6894038.500000 Penalty: 1124.288940
	Iteration 74Q: 3 clusters Score -6894038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -6894035.000000 Penalty: 1124.288940
	Iteration 75Q: 3 clusters Score -6894035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231624 members 
Entering Unmasked Estep 
Score: -6894031.500000 Penalty: 1124.288940
	Iteration 76Q: 3 clusters Score -6894032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 231624 members 
Entering Unmasked Estep 
Score: -6894037.000000 Penalty: 1124.288940
	Iteration 77Q: 3 clusters Score -6894037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 231626 members 
Entering Unmasked Estep 
Score: -6894035.000000 Penalty: 1124.288940
	Iteration 78Q: 3 clusters Score -6894035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 231628 members 
Entering Unmasked Estep 
Score: -6894038.000000 Penalty: 1124.288940
	Iteration 79Q: 3 clusters Score -6894038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 231630 members 
Entering Unmasked Estep 
Score: -6894037.500000 Penalty: 1124.288940
	Iteration 80F: 3 clusters Score -6894038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 231631 members 
Entering Unmasked Estep 
Score: -6894038.500000 Penalty: 1124.288940
	Iteration 81Q: 3 clusters Score -6894038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -6894040.000000 Penalty: 1124.288940
	Iteration 82Q: 3 clusters Score -6894040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 231632 members 
Entering Unmasked Estep 
Score: -6894040.000000 Penalty: 1124.288940
	Iteration 83F: 3 clusters Score -6894040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Entering Unmasked Estep 
Score: -229444.062500 Penalty: 406.083954
	Iteration 0F: 2 clusters Score -229444.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -224357.515625 Penalty: 812.167908
	Iteration 0F: 3 clusters Score -224357.5 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -226243.343750 Penalty: 812.167908
	Iteration 1F: 3 clusters Score -226243.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -226377.250000 Penalty: 812.167908
	Iteration 2Q: 3 clusters Score -226377.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -226588.687500 Penalty: 812.167908
	Iteration 3F: 3 clusters Score -226588.7 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -226964.390625 Penalty: 812.167908
	Iteration 4F: 3 clusters Score -226964.4 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -227555.234375 Penalty: 812.167908
	Iteration 5F: 3 clusters Score -227555.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -228277.859375 Penalty: 812.167908
	Iteration 6F: 3 clusters Score -228277.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -228793.578125 Penalty: 812.167908
	Iteration 7F: 3 clusters Score -228793.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -228987.109375 Penalty: 812.167908
	Iteration 8Q: 3 clusters Score -228987.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -229051.734375 Penalty: 812.167908
	Iteration 9Q: 3 clusters Score -229051.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 34 members 
Entering Unmasked Estep 
Score: -229074.562500 Penalty: 812.167908
	Iteration 10Q: 3 clusters Score -229074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -229083.062500 Penalty: 812.167908
	Iteration 11Q: 3 clusters Score -229083.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -229083.062500 Penalty: 812.167908
	Iteration 12F: 3 clusters Score -229083.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -60532.488281 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -60532.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -59155.414062 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -59155.41 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -59739.093750 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -59739.09 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -59891.402344 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -59891.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -60015.648438 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -60015.65 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -60097.078125 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -60097.08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -60147.644531 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -60147.64 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -60172.734375 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -60172.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -60191.726562 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -60191.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60205.726562 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -60205.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -60212.382812 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -60212.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -60217.929688 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -60217.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60220.367188 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -60220.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -60222.777344 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -60222.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -60225.179688 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -60225.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -60226.468750 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -60226.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -60227.492188 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -60227.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -60228.261719 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -60228.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -60228.781250 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -60228.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -60229.582031 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -60229.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -60231.492188 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -60231.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -60233.363281 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -60233.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -60234.000000 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -60234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -60234.617188 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -60234.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60234.699219 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -60234.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -60234.699219 Penalty: 685.468750
	Iteration 24F: 3 clusters Score -60234.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Entering Unmasked Estep 
Score: -50818.250000 Penalty: 343.459290
	Iteration 0F: 2 clusters Score -50818.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -49425.941406 Penalty: 686.918579
	Iteration 0F: 3 clusters Score -49425.94 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -49924.179688 Penalty: 686.918579
	Iteration 1F: 3 clusters Score -49924.18 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -50025.753906 Penalty: 686.918579
	Iteration 2F: 3 clusters Score -50025.75 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -50111.980469 Penalty: 686.918579
	Iteration 3F: 3 clusters Score -50111.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -50212.910156 Penalty: 686.918579
	Iteration 4F: 3 clusters Score -50212.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -50297.390625 Penalty: 686.918579
	Iteration 5F: 3 clusters Score -50297.39 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -50366.925781 Penalty: 686.918579
	Iteration 6Q: 3 clusters Score -50366.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -50444.125000 Penalty: 686.918579
	Iteration 7Q: 3 clusters Score -50444.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -50475.078125 Penalty: 686.918579
	Iteration 8Q: 3 clusters Score -50475.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -50490.773438 Penalty: 686.918579
	Iteration 9Q: 3 clusters Score -50490.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -50503.210938 Penalty: 686.918579
	Iteration 10Q: 3 clusters Score -50503.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -50510.339844 Penalty: 686.918579
	Iteration 11Q: 3 clusters Score -50510.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -50526.292969 Penalty: 686.918579
	Iteration 12Q: 3 clusters Score -50526.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -50549.773438 Penalty: 686.918579
	Iteration 13Q: 3 clusters Score -50549.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -50556.921875 Penalty: 686.918579
	Iteration 14Q: 3 clusters Score -50556.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -50564.550781 Penalty: 686.918579
	Iteration 15Q: 3 clusters Score -50564.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -50567.703125 Penalty: 686.918579
	Iteration 16Q: 3 clusters Score -50567.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -50569.308594 Penalty: 686.918579
	Iteration 17Q: 3 clusters Score -50569.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -50571.308594 Penalty: 686.918579
	Iteration 18Q: 3 clusters Score -50571.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -50571.308594 Penalty: 686.918579
	Iteration 19F: 3 clusters Score -50571.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Entering Unmasked Estep 
Score: -26304.167969 Penalty: 308.279175
	Iteration 0F: 2 clusters Score -26304.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -25580.810547 Penalty: 616.558350
	Iteration 0F: 3 clusters Score -25580.81 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -25751.906250 Penalty: 616.558350
	Iteration 1F: 3 clusters Score -25751.91 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25802.597656 Penalty: 616.558350
	Iteration 2F: 3 clusters Score -25802.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -25845.031250 Penalty: 616.558350
	Iteration 3F: 3 clusters Score -25845.03 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -25868.625000 Penalty: 616.558350
	Iteration 4Q: 3 clusters Score -25868.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -25889.687500 Penalty: 616.558350
	Iteration 5Q: 3 clusters Score -25889.69 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -25906.673828 Penalty: 616.558350
	Iteration 6Q: 3 clusters Score -25906.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -25921.289062 Penalty: 616.558350
	Iteration 7Q: 3 clusters Score -25921.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -25929.416016 Penalty: 616.558350
	Iteration 8Q: 3 clusters Score -25929.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -25934.853516 Penalty: 616.558350
	Iteration 9Q: 3 clusters Score -25934.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -25939.363281 Penalty: 616.558350
	Iteration 10Q: 3 clusters Score -25939.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -25946.773438 Penalty: 616.558350
	Iteration 11Q: 3 clusters Score -25946.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -25952.234375 Penalty: 616.558350
	Iteration 12Q: 3 clusters Score -25952.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -25956.912109 Penalty: 616.558350
	Iteration 13Q: 3 clusters Score -25956.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -25962.744141 Penalty: 616.558350
	Iteration 14Q: 3 clusters Score -25962.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -25968.505859 Penalty: 616.558350
	Iteration 15Q: 3 clusters Score -25968.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -25972.767578 Penalty: 616.558350
	Iteration 16Q: 3 clusters Score -25972.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -25977.816406 Penalty: 616.558350
	Iteration 17Q: 3 clusters Score -25977.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -25986.257812 Penalty: 616.558350
	Iteration 18Q: 3 clusters Score -25986.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -25994.203125 Penalty: 616.558350
	Iteration 19Q: 3 clusters Score -25994.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -26002.722656 Penalty: 616.558350
	Iteration 20F: 3 clusters Score -26002.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -26013.269531 Penalty: 616.558350
	Iteration 21Q: 3 clusters Score -26013.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -26027.929688 Penalty: 616.558350
	Iteration 22Q: 3 clusters Score -26027.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -26035.283203 Penalty: 616.558350
	Iteration 23Q: 3 clusters Score -26035.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -26041.960938 Penalty: 616.558350
	Iteration 24Q: 3 clusters Score -26041.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -26046.003906 Penalty: 616.558350
	Iteration 25Q: 3 clusters Score -26046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -26049.021484 Penalty: 616.558350
	Iteration 26Q: 3 clusters Score -26049.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -26052.611328 Penalty: 616.558350
	Iteration 27Q: 3 clusters Score -26052.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -26054.449219 Penalty: 616.558350
	Iteration 28Q: 3 clusters Score -26054.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -26056.169922 Penalty: 616.558350
	Iteration 29Q: 3 clusters Score -26056.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -26058.044922 Penalty: 616.558350
	Iteration 30Q: 3 clusters Score -26058.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -26058.044922 Penalty: 616.558350
	Iteration 31F: 3 clusters Score -26058.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -74030.835938 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -74030.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -72334.398438 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -72334.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -72964.882812 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -72964.88 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -73050.695312 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -73050.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -73145.210938 Penalty: 705.345093
	Iteration 3F: 3 clusters Score -73145.21 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -73257.937500 Penalty: 705.345093
	Iteration 4F: 3 clusters Score -73257.94 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -73388.914062 Penalty: 705.345093
	Iteration 5F: 3 clusters Score -73388.91 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -73507.078125 Penalty: 705.345093
	Iteration 6F: 3 clusters Score -73507.08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -73591.929688 Penalty: 705.345093
	Iteration 7Q: 3 clusters Score -73591.93 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -73661.296875 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -73661.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -73708.195312 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -73708.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -73744.148438 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -73744.15 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -73773.289062 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -73773.29 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -73800.687500 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -73800.69 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -73826.054688 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -73826.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -73837.851562 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -73837.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -73844.171875 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -73844.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -73847.960938 Penalty: 705.345093
	Iteration 16Q: 3 clusters Score -73847.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -73849.390625 Penalty: 705.345093
	Iteration 17Q: 3 clusters Score -73849.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -73850.437500 Penalty: 705.345093
	Iteration 18Q: 3 clusters Score -73850.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -73850.632812 Penalty: 705.345093
	Iteration 19Q: 3 clusters Score -73850.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -73851.023438 Penalty: 705.345093
	Iteration 20F: 3 clusters Score -73851.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -73851.445312 Penalty: 705.345093
	Iteration 21Q: 3 clusters Score -73851.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -73851.945312 Penalty: 705.345093
	Iteration 22Q: 3 clusters Score -73851.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -73852.312500 Penalty: 705.345093
	Iteration 23Q: 3 clusters Score -73852.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -73852.593750 Penalty: 705.345093
	Iteration 24Q: 3 clusters Score -73852.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -73853.125000 Penalty: 705.345093
	Iteration 25Q: 3 clusters Score -73853.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -73854.781250 Penalty: 705.345093
	Iteration 26Q: 3 clusters Score -73854.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -73855.875000 Penalty: 705.345093
	Iteration 27Q: 3 clusters Score -73855.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -73856.476562 Penalty: 705.345093
	Iteration 28Q: 3 clusters Score -73856.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -73856.921875 Penalty: 705.345093
	Iteration 29Q: 3 clusters Score -73856.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -73857.492188 Penalty: 705.345093
	Iteration 30Q: 3 clusters Score -73857.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -73857.796875 Penalty: 705.345093
	Iteration 31Q: 3 clusters Score -73857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -73858.406250 Penalty: 705.345093
	Iteration 32Q: 3 clusters Score -73858.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -73858.429688 Penalty: 705.345093
	Iteration 33Q: 3 clusters Score -73858.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -73858.492188 Penalty: 705.345093
	Iteration 34Q: 3 clusters Score -73858.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -73858.851562 Penalty: 705.345093
	Iteration 35Q: 3 clusters Score -73858.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -73858.906250 Penalty: 705.345093
	Iteration 36Q: 3 clusters Score -73858.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -73858.906250 Penalty: 705.345093
	Iteration 37F: 3 clusters Score -73858.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -14593.698242 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -14593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14108.276367 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -14108.28 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14209.476562 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -14209.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14234.654297 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -14234.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -14258.719727 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -14258.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -14275.539062 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -14275.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14285.756836 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -14285.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14291.705078 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -14291.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -14308.311523 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -14308.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -14314.136719 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -14314.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -14317.929688 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -14317.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14319.075195 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -14319.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -14320.926758 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -14320.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -14322.730469 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -14322.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14323.329102 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -14323.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -14325.499023 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -14325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -14327.966797 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -14327.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14336.194336 Penalty: 561.244019
	Iteration 16Q: 3 clusters Score -14336.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14339.215820 Penalty: 561.244019
	Iteration 17Q: 3 clusters Score -14339.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -14339.696289 Penalty: 561.244019
	Iteration 18Q: 3 clusters Score -14339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14340.420898 Penalty: 561.244019
	Iteration 19Q: 3 clusters Score -14340.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -14340.700195 Penalty: 561.244019
	Iteration 20F: 3 clusters Score -14340.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -74186.125000 Penalty: 350.834717
	Iteration 0F: 2 clusters Score -74186.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -72597.960938 Penalty: 701.669434
	Iteration 0F: 3 clusters Score -72597.96 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -73132.937500 Penalty: 701.669434
	Iteration 1F: 3 clusters Score -73132.94 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -73211.320312 Penalty: 701.669434
	Iteration 2F: 3 clusters Score -73211.32 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -73276.781250 Penalty: 701.669434
	Iteration 3F: 3 clusters Score -73276.78 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -73331.835938 Penalty: 701.669434
	Iteration 4Q: 3 clusters Score -73331.84 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -73384.835938 Penalty: 701.669434
	Iteration 5Q: 3 clusters Score -73384.84 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -73463.343750 Penalty: 701.669434
	Iteration 6Q: 3 clusters Score -73463.34 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -73551.000000 Penalty: 701.669434
	Iteration 7Q: 3 clusters Score -73551 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73658.187500 Penalty: 701.669434
	Iteration 8Q: 3 clusters Score -73658.19 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -73719.093750 Penalty: 701.669434
	Iteration 9Q: 3 clusters Score -73719.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -73753.351562 Penalty: 701.669434
	Iteration 10Q: 3 clusters Score -73753.35 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -73789.148438 Penalty: 701.669434
	Iteration 11Q: 3 clusters Score -73789.15 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73811.007812 Penalty: 701.669434
	Iteration 12Q: 3 clusters Score -73811.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -73823.648438 Penalty: 701.669434
	Iteration 13Q: 3 clusters Score -73823.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -73832.734375 Penalty: 701.669434
	Iteration 14Q: 3 clusters Score -73832.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -73839.898438 Penalty: 701.669434
	Iteration 15Q: 3 clusters Score -73839.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -73844.703125 Penalty: 701.669434
	Iteration 16Q: 3 clusters Score -73844.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -73850.132812 Penalty: 701.669434
	Iteration 17Q: 3 clusters Score -73850.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -73851.976562 Penalty: 701.669434
	Iteration 18Q: 3 clusters Score -73851.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -73852.328125 Penalty: 701.669434
	Iteration 19Q: 3 clusters Score -73852.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -73853.875000 Penalty: 701.669434
	Iteration 20F: 3 clusters Score -73853.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -73856.718750 Penalty: 701.669434
	Iteration 21Q: 3 clusters Score -73856.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -73858.648438 Penalty: 701.669434
	Iteration 22Q: 3 clusters Score -73858.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -73860.023438 Penalty: 701.669434
	Iteration 23Q: 3 clusters Score -73860.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -73861.726562 Penalty: 701.669434
	Iteration 24Q: 3 clusters Score -73861.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -73862.617188 Penalty: 701.669434
	Iteration 25Q: 3 clusters Score -73862.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73863.460938 Penalty: 701.669434
	Iteration 26Q: 3 clusters Score -73863.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -73863.460938 Penalty: 701.669434
	Iteration 27F: 3 clusters Score -73863.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -187520.734375 Penalty: 391.126617
	Iteration 0F: 2 clusters Score -187520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -183855.609375 Penalty: 782.253235
	Iteration 0F: 3 clusters Score -183855.6 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -185153.500000 Penalty: 782.253235
	Iteration 1F: 3 clusters Score -185153.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -185256.671875 Penalty: 782.253235
	Iteration 2Q: 3 clusters Score -185256.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -185379.343750 Penalty: 782.253235
	Iteration 3F: 3 clusters Score -185379.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -185496.953125 Penalty: 782.253235
	Iteration 4Q: 3 clusters Score -185497 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -185661.484375 Penalty: 782.253235
	Iteration 5F: 3 clusters Score -185661.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -185885.968750 Penalty: 782.253235
	Iteration 6F: 3 clusters Score -185886 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -186124.390625 Penalty: 782.253235
	Iteration 7F: 3 clusters Score -186124.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -186312.625000 Penalty: 782.253235
	Iteration 8Q: 3 clusters Score -186312.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -186447.234375 Penalty: 782.253235
	Iteration 9Q: 3 clusters Score -186447.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -186509.265625 Penalty: 782.253235
	Iteration 10Q: 3 clusters Score -186509.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -186539.312500 Penalty: 782.253235
	Iteration 11Q: 3 clusters Score -186539.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -186557.671875 Penalty: 782.253235
	Iteration 12Q: 3 clusters Score -186557.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -186569.937500 Penalty: 782.253235
	Iteration 13Q: 3 clusters Score -186569.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -186581.140625 Penalty: 782.253235
	Iteration 14Q: 3 clusters Score -186581.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -186591.921875 Penalty: 782.253235
	Iteration 15Q: 3 clusters Score -186591.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -186605.453125 Penalty: 782.253235
	Iteration 16Q: 3 clusters Score -186605.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -186619.718750 Penalty: 782.253235
	Iteration 17Q: 3 clusters Score -186619.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -186635.421875 Penalty: 782.253235
	Iteration 18Q: 3 clusters Score -186635.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -186646.406250 Penalty: 782.253235
	Iteration 19Q: 3 clusters Score -186646.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -186654.031250 Penalty: 782.253235
	Iteration 20F: 3 clusters Score -186654 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -186664.593750 Penalty: 782.253235
	Iteration 21Q: 3 clusters Score -186664.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -186678.375000 Penalty: 782.253235
	Iteration 22Q: 3 clusters Score -186678.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -186696.625000 Penalty: 782.253235
	Iteration 23Q: 3 clusters Score -186696.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -186712.609375 Penalty: 782.253235
	Iteration 24Q: 3 clusters Score -186712.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -186729.531250 Penalty: 782.253235
	Iteration 25Q: 3 clusters Score -186729.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -186746.921875 Penalty: 782.253235
	Iteration 26Q: 3 clusters Score -186746.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -186766.171875 Penalty: 782.253235
	Iteration 27Q: 3 clusters Score -186766.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -186790.078125 Penalty: 782.253235
	Iteration 28Q: 3 clusters Score -186790.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -186811.875000 Penalty: 782.253235
	Iteration 29Q: 3 clusters Score -186811.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -186836.343750 Penalty: 782.253235
	Iteration 30Q: 3 clusters Score -186836.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -186863.687500 Penalty: 782.253235
	Iteration 31Q: 3 clusters Score -186863.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -186887.046875 Penalty: 782.253235
	Iteration 32Q: 3 clusters Score -186887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -186906.906250 Penalty: 782.253235
	Iteration 33Q: 3 clusters Score -186906.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -186925.750000 Penalty: 782.253235
	Iteration 34Q: 3 clusters Score -186925.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -186943.015625 Penalty: 782.253235
	Iteration 35Q: 3 clusters Score -186943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -186962.468750 Penalty: 782.253235
	Iteration 36Q: 3 clusters Score -186962.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -186986.046875 Penalty: 782.253235
	Iteration 37Q: 3 clusters Score -186986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -187005.750000 Penalty: 782.253235
	Iteration 38Q: 3 clusters Score -187005.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -187022.843750 Penalty: 782.253235
	Iteration 39Q: 3 clusters Score -187022.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -187038.718750 Penalty: 782.253235
	Iteration 40F: 3 clusters Score -187038.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -187052.453125 Penalty: 782.253235
	Iteration 41Q: 3 clusters Score -187052.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -187067.765625 Penalty: 782.253235
	Iteration 42Q: 3 clusters Score -187067.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -187079.921875 Penalty: 782.253235
	Iteration 43Q: 3 clusters Score -187079.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -187092.796875 Penalty: 782.253235
	Iteration 44Q: 3 clusters Score -187092.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -187105.281250 Penalty: 782.253235
	Iteration 45Q: 3 clusters Score -187105.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -187118.968750 Penalty: 782.253235
	Iteration 46Q: 3 clusters Score -187119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -187135.859375 Penalty: 782.253235
	Iteration 47Q: 3 clusters Score -187135.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -187147.875000 Penalty: 782.253235
	Iteration 48Q: 3 clusters Score -187147.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -187153.265625 Penalty: 782.253235
	Iteration 49Q: 3 clusters Score -187153.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -187155.609375 Penalty: 782.253235
	Iteration 50Q: 3 clusters Score -187155.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -187157.046875 Penalty: 782.253235
	Iteration 51Q: 3 clusters Score -187157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -187160.234375 Penalty: 782.253235
	Iteration 52Q: 3 clusters Score -187160.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -187166.921875 Penalty: 782.253235
	Iteration 53Q: 3 clusters Score -187166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -187169.406250 Penalty: 782.253235
	Iteration 54Q: 3 clusters Score -187169.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -187172.734375 Penalty: 782.253235
	Iteration 55Q: 3 clusters Score -187172.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -187174.281250 Penalty: 782.253235
	Iteration 56Q: 3 clusters Score -187174.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -187176.093750 Penalty: 782.253235
	Iteration 57Q: 3 clusters Score -187176.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -187176.687500 Penalty: 782.253235
	Iteration 58Q: 3 clusters Score -187176.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -187177.343750 Penalty: 782.253235
	Iteration 59Q: 3 clusters Score -187177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -187177.359375 Penalty: 782.253235
	Iteration 60F: 3 clusters Score -187177.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Entering Unmasked Estep 
Score: -501313.656250 Penalty: 439.411499
	Iteration 0F: 2 clusters Score -501313.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -490964.562500 Penalty: 878.822998
	Iteration 0F: 3 clusters Score -490964.6 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -495507.437500 Penalty: 878.822998
	Iteration 1F: 3 clusters Score -495507.4 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -496022.531250 Penalty: 878.822998
	Iteration 2F: 3 clusters Score -496022.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -496600.218750 Penalty: 878.822998
	Iteration 3F: 3 clusters Score -496600.2 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -497183.687500 Penalty: 878.822998
	Iteration 4F: 3 clusters Score -497183.7 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -497736.968750 Penalty: 878.822998
	Iteration 5F: 3 clusters Score -497737 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -498174.843750 Penalty: 878.822998
	Iteration 6F: 3 clusters Score -498174.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -498511.531250 Penalty: 878.822998
	Iteration 7Q: 3 clusters Score -498511.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -498790.593750 Penalty: 878.822998
	Iteration 8Q: 3 clusters Score -498790.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -498981.843750 Penalty: 878.822998
	Iteration 9Q: 3 clusters Score -498981.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -499151.875000 Penalty: 878.822998
	Iteration 10Q: 3 clusters Score -499151.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -499312.968750 Penalty: 878.822998
	Iteration 11Q: 3 clusters Score -499313 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -499460.375000 Penalty: 878.822998
	Iteration 12Q: 3 clusters Score -499460.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -499614.968750 Penalty: 878.822998
	Iteration 13Q: 3 clusters Score -499615 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -499801.500000 Penalty: 878.822998
	Iteration 14Q: 3 clusters Score -499801.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -500002.656250 Penalty: 878.822998
	Iteration 15Q: 3 clusters Score -500002.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -500159.656250 Penalty: 878.822998
	Iteration 16Q: 3 clusters Score -500159.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -500297.843750 Penalty: 878.822998
	Iteration 17Q: 3 clusters Score -500297.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -500400.906250 Penalty: 878.822998
	Iteration 18Q: 3 clusters Score -500400.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -500488.281250 Penalty: 878.822998
	Iteration 19Q: 3 clusters Score -500488.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -500584.750000 Penalty: 878.822998
	Iteration 20F: 3 clusters Score -500584.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -500664.562500 Penalty: 878.822998
	Iteration 21Q: 3 clusters Score -500664.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -500720.156250 Penalty: 878.822998
	Iteration 22Q: 3 clusters Score -500720.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -500759.375000 Penalty: 878.822998
	Iteration 23Q: 3 clusters Score -500759.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -500785.812500 Penalty: 878.822998
	Iteration 24Q: 3 clusters Score -500785.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -500799.687500 Penalty: 878.822998
	Iteration 25Q: 3 clusters Score -500799.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -500812.906250 Penalty: 878.822998
	Iteration 26Q: 3 clusters Score -500812.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -500824.218750 Penalty: 878.822998
	Iteration 27Q: 3 clusters Score -500824.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -500837.468750 Penalty: 878.822998
	Iteration 28Q: 3 clusters Score -500837.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -500848.250000 Penalty: 878.822998
	Iteration 29Q: 3 clusters Score -500848.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -500859.812500 Penalty: 878.822998
	Iteration 30Q: 3 clusters Score -500859.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -500872.843750 Penalty: 878.822998
	Iteration 31Q: 3 clusters Score -500872.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -500885.312500 Penalty: 878.822998
	Iteration 32Q: 3 clusters Score -500885.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -500892.031250 Penalty: 878.822998
	Iteration 33Q: 3 clusters Score -500892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -500901.718750 Penalty: 878.822998
	Iteration 34Q: 3 clusters Score -500901.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -500911.656250 Penalty: 878.822998
	Iteration 35Q: 3 clusters Score -500911.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -500917.468750 Penalty: 878.822998
	Iteration 36Q: 3 clusters Score -500917.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -500920.937500 Penalty: 878.822998
	Iteration 37Q: 3 clusters Score -500920.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -500926.968750 Penalty: 878.822998
	Iteration 38Q: 3 clusters Score -500927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -500933.718750 Penalty: 878.822998
	Iteration 39Q: 3 clusters Score -500933.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -500939.656250 Penalty: 878.822998
	Iteration 40F: 3 clusters Score -500939.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -500945.156250 Penalty: 878.822998
	Iteration 41Q: 3 clusters Score -500945.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -500950.937500 Penalty: 878.822998
	Iteration 42Q: 3 clusters Score -500950.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -500954.781250 Penalty: 878.822998
	Iteration 43Q: 3 clusters Score -500954.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -500957.625000 Penalty: 878.822998
	Iteration 44Q: 3 clusters Score -500957.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -500963.062500 Penalty: 878.822998
	Iteration 45Q: 3 clusters Score -500963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -500966.156250 Penalty: 878.822998
	Iteration 46Q: 3 clusters Score -500966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -500968.218750 Penalty: 878.822998
	Iteration 47Q: 3 clusters Score -500968.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -500969.750000 Penalty: 878.822998
	Iteration 48Q: 3 clusters Score -500969.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -500971.468750 Penalty: 878.822998
	Iteration 49Q: 3 clusters Score -500971.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -500972.343750 Penalty: 878.822998
	Iteration 50Q: 3 clusters Score -500972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -500972.718750 Penalty: 878.822998
	Iteration 51Q: 3 clusters Score -500972.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -500974.312500 Penalty: 878.822998
	Iteration 52Q: 3 clusters Score -500974.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -500976.375000 Penalty: 878.822998
	Iteration 53Q: 3 clusters Score -500976.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -500978.156250 Penalty: 878.822998
	Iteration 54Q: 3 clusters Score -500978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -500979.250000 Penalty: 878.822998
	Iteration 55Q: 3 clusters Score -500979.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -500980.406250 Penalty: 878.822998
	Iteration 56Q: 3 clusters Score -500980.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -500981.062500 Penalty: 878.822998
	Iteration 57Q: 3 clusters Score -500981.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -500981.937500 Penalty: 878.822998
	Iteration 58Q: 3 clusters Score -500981.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -500982.031250 Penalty: 878.822998
	Iteration 59Q: 3 clusters Score -500982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -500985.593750 Penalty: 878.822998
	Iteration 60F: 3 clusters Score -500985.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -500987.781250 Penalty: 878.822998
	Iteration 61Q: 3 clusters Score -500987.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -500990.531250 Penalty: 878.822998
	Iteration 62Q: 3 clusters Score -500990.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -500993.187500 Penalty: 878.822998
	Iteration 63Q: 3 clusters Score -500993.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -500995.562500 Penalty: 878.822998
	Iteration 64Q: 3 clusters Score -500995.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -500998.187500 Penalty: 878.822998
	Iteration 65Q: 3 clusters Score -500998.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -500999.468750 Penalty: 878.822998
	Iteration 66Q: 3 clusters Score -500999.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -501000.625000 Penalty: 878.822998
	Iteration 67Q: 3 clusters Score -501000.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -501001.843750 Penalty: 878.822998
	Iteration 68Q: 3 clusters Score -501001.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -501002.750000 Penalty: 878.822998
	Iteration 69Q: 3 clusters Score -501002.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -501003.156250 Penalty: 878.822998
	Iteration 70Q: 3 clusters Score -501003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -501003.875000 Penalty: 878.822998
	Iteration 71Q: 3 clusters Score -501003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -501004.781250 Penalty: 878.822998
	Iteration 72Q: 3 clusters Score -501004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -501005.937500 Penalty: 878.822998
	Iteration 73Q: 3 clusters Score -501005.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -501006.562500 Penalty: 878.822998
	Iteration 74Q: 3 clusters Score -501006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -501006.625000 Penalty: 878.822998
	Iteration 75Q: 3 clusters Score -501006.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -501006.375000 Penalty: 878.822998
	Iteration 76Q: 3 clusters Score -501006.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -501006.375000 Penalty: 878.822998
	Iteration 77F: 3 clusters Score -501006.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Entering Unmasked Estep 
Score: -1409736.125000 Penalty: 486.657928
	Iteration 0F: 2 clusters Score -1409736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -1380243.500000 Penalty: 973.315857
	Iteration 0F: 3 clusters Score -1380244 nChanged 21265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1393570.375000 Penalty: 973.315857
	Iteration 1F: 3 clusters Score -1393570 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -1395116.375000 Penalty: 973.315857
	Iteration 2F: 3 clusters Score -1395116 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -1397244.750000 Penalty: 973.315857
	Iteration 3F: 3 clusters Score -1397245 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -1399672.125000 Penalty: 973.315857
	Iteration 4F: 3 clusters Score -1399672 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -1401515.125000 Penalty: 973.315857
	Iteration 5F: 3 clusters Score -1401515 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -1402304.000000 Penalty: 973.315857
	Iteration 6Q: 3 clusters Score -1402304 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -1402608.375000 Penalty: 973.315857
	Iteration 7Q: 3 clusters Score -1402608 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -1402771.250000 Penalty: 973.315857
	Iteration 8Q: 3 clusters Score -1402771 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -1402921.875000 Penalty: 973.315857
	Iteration 9Q: 3 clusters Score -1402922 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -1403063.750000 Penalty: 973.315857
	Iteration 10Q: 3 clusters Score -1403064 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -1403198.500000 Penalty: 973.315857
	Iteration 11Q: 3 clusters Score -1403198 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -1403310.000000 Penalty: 973.315857
	Iteration 12Q: 3 clusters Score -1403310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -1403433.875000 Penalty: 973.315857
	Iteration 13Q: 3 clusters Score -1403434 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -1403569.875000 Penalty: 973.315857
	Iteration 14Q: 3 clusters Score -1403570 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
Score: -1403724.000000 Penalty: 973.315857
	Iteration 15Q: 3 clusters Score -1403724 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -1403900.625000 Penalty: 973.315857
	Iteration 16Q: 3 clusters Score -1403901 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -1404055.625000 Penalty: 973.315857
	Iteration 17Q: 3 clusters Score -1404056 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -1404190.625000 Penalty: 973.315857
	Iteration 18Q: 3 clusters Score -1404191 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -1404332.375000 Penalty: 973.315857
	Iteration 19Q: 3 clusters Score -1404332 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 28195 members 
Entering Unmasked Estep 
Score: -1404475.000000 Penalty: 973.315857
	Iteration 20F: 3 clusters Score -1404475 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -1404619.000000 Penalty: 973.315857
	Iteration 21Q: 3 clusters Score -1404619 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -1404801.375000 Penalty: 973.315857
	Iteration 22Q: 3 clusters Score -1404801 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 30151 members 
Entering Unmasked Estep 
Score: -1404994.500000 Penalty: 973.315857
	Iteration 23Q: 3 clusters Score -1404994 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -1405205.000000 Penalty: 973.315857
	Iteration 24Q: 3 clusters Score -1405205 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -1405442.000000 Penalty: 973.315857
	Iteration 25Q: 3 clusters Score -1405442 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -1405686.250000 Penalty: 973.315857
	Iteration 26Q: 3 clusters Score -1405686 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -1405941.500000 Penalty: 973.315857
	Iteration 27Q: 3 clusters Score -1405942 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -1406237.875000 Penalty: 973.315857
	Iteration 28Q: 3 clusters Score -1406238 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -1406560.750000 Penalty: 973.315857
	Iteration 29Q: 3 clusters Score -1406561 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -1406880.750000 Penalty: 973.315857
	Iteration 30Q: 3 clusters Score -1406881 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -1407196.125000 Penalty: 973.315857
	Iteration 31Q: 3 clusters Score -1407196 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
Score: -1407512.625000 Penalty: 973.315857
	Iteration 32Q: 3 clusters Score -1407513 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -1407811.625000 Penalty: 973.315857
	Iteration 33Q: 3 clusters Score -1407812 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -1408067.875000 Penalty: 973.315857
	Iteration 34Q: 3 clusters Score -1408068 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -1408307.000000 Penalty: 973.315857
	Iteration 35Q: 3 clusters Score -1408307 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -1408511.250000 Penalty: 973.315857
	Iteration 36Q: 3 clusters Score -1408511 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -1408691.125000 Penalty: 973.315857
	Iteration 37Q: 3 clusters Score -1408691 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -1408837.875000 Penalty: 973.315857
	Iteration 38Q: 3 clusters Score -1408838 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -1408959.500000 Penalty: 973.315857
	Iteration 39Q: 3 clusters Score -1408960 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 40823 members 
Entering Unmasked Estep 
Score: -1409064.750000 Penalty: 973.315857
	Iteration 40F: 3 clusters Score -1409065 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41114 members 
Entering Unmasked Estep 
Score: -1409171.250000 Penalty: 973.315857
	Iteration 41Q: 3 clusters Score -1409171 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41371 members 
Entering Unmasked Estep 
Score: -1409256.875000 Penalty: 973.315857
	Iteration 42Q: 3 clusters Score -1409257 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -1409318.625000 Penalty: 973.315857
	Iteration 43Q: 3 clusters Score -1409319 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -1409376.500000 Penalty: 973.315857
	Iteration 44Q: 3 clusters Score -1409376 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -1409439.000000 Penalty: 973.315857
	Iteration 45Q: 3 clusters Score -1409439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 42124 members 
Entering Unmasked Estep 
Score: -1409481.000000 Penalty: 973.315857
	Iteration 46Q: 3 clusters Score -1409481 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -1409523.875000 Penalty: 973.315857
	Iteration 47Q: 3 clusters Score -1409524 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -1409550.500000 Penalty: 973.315857
	Iteration 48Q: 3 clusters Score -1409550 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -1409582.750000 Penalty: 973.315857
	Iteration 49Q: 3 clusters Score -1409583 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -1409606.125000 Penalty: 973.315857
	Iteration 50Q: 3 clusters Score -1409606 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -1409625.125000 Penalty: 973.315857
	Iteration 51Q: 3 clusters Score -1409625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -1409634.625000 Penalty: 973.315857
	Iteration 52Q: 3 clusters Score -1409635 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -1409642.125000 Penalty: 973.315857
	Iteration 53Q: 3 clusters Score -1409642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -1409653.625000 Penalty: 973.315857
	Iteration 54Q: 3 clusters Score -1409654 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -1409662.750000 Penalty: 973.315857
	Iteration 55Q: 3 clusters Score -1409663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -1409668.375000 Penalty: 973.315857
	Iteration 56Q: 3 clusters Score -1409668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -1409676.375000 Penalty: 973.315857
	Iteration 57Q: 3 clusters Score -1409676 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -1409683.750000 Penalty: 973.315857
	Iteration 58Q: 3 clusters Score -1409684 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -1409688.375000 Penalty: 973.315857
	Iteration 59Q: 3 clusters Score -1409688 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -1409691.875000 Penalty: 973.315857
	Iteration 60F: 3 clusters Score -1409692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -1409698.500000 Penalty: 973.315857
	Iteration 61Q: 3 clusters Score -1409698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -1409701.500000 Penalty: 973.315857
	Iteration 62Q: 3 clusters Score -1409702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -1409700.125000 Penalty: 973.315857
	Iteration 63Q: 3 clusters Score -1409700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -1409703.250000 Penalty: 973.315857
	Iteration 64Q: 3 clusters Score -1409703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -1409708.250000 Penalty: 973.315857
	Iteration 65Q: 3 clusters Score -1409708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -1409709.875000 Penalty: 973.315857
	Iteration 66Q: 3 clusters Score -1409710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 43118 members 
Entering Unmasked Estep 
Score: -1409708.625000 Penalty: 973.315857
	Iteration 67Q: 3 clusters Score -1409709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -1409709.250000 Penalty: 973.315857
	Iteration 68Q: 3 clusters Score -1409709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -1409710.250000 Penalty: 973.315857
	Iteration 69Q: 3 clusters Score -1409710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -1409711.375000 Penalty: 973.315857
	Iteration 70Q: 3 clusters Score -1409711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -1409709.750000 Penalty: 973.315857
	Iteration 71Q: 3 clusters Score -1409710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -1409711.625000 Penalty: 973.315857
	Iteration 72Q: 3 clusters Score -1409712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -1409713.875000 Penalty: 973.315857
	Iteration 73Q: 3 clusters Score -1409714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -1409714.500000 Penalty: 973.315857
	Iteration 74Q: 3 clusters Score -1409714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -1409712.500000 Penalty: 973.315857
	Iteration 75Q: 3 clusters Score -1409712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -1409714.500000 Penalty: 973.315857
	Iteration 76Q: 3 clusters Score -1409714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -1409715.000000 Penalty: 973.315857
	Iteration 77Q: 3 clusters Score -1409715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -1409718.750000 Penalty: 973.315857
	Iteration 78Q: 3 clusters Score -1409719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -1409720.125000 Penalty: 973.315857
	Iteration 79Q: 3 clusters Score -1409720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -1409721.500000 Penalty: 973.315857
	Iteration 80F: 3 clusters Score -1409722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43220 members 
Entering Unmasked Estep 
Score: -1409720.500000 Penalty: 973.315857
	Iteration 81Q: 3 clusters Score -1409720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -1409721.875000 Penalty: 973.315857
	Iteration 82Q: 3 clusters Score -1409722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -1409720.500000 Penalty: 973.315857
	Iteration 83Q: 3 clusters Score -1409720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -1409720.750000 Penalty: 973.315857
	Iteration 84Q: 3 clusters Score -1409721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -1409723.500000 Penalty: 973.315857
	Iteration 85Q: 3 clusters Score -1409724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -1409725.125000 Penalty: 973.315857
	Iteration 86Q: 3 clusters Score -1409725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -1409726.000000 Penalty: 973.315857
	Iteration 87Q: 3 clusters Score -1409726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -1409727.875000 Penalty: 973.315857
	Iteration 88Q: 3 clusters Score -1409728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -1409729.625000 Penalty: 973.315857
	Iteration 89Q: 3 clusters Score -1409730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -1409728.250000 Penalty: 973.315857
	Iteration 90Q: 3 clusters Score -1409728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -1409728.500000 Penalty: 973.315857
	Iteration 91Q: 3 clusters Score -1409728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -1409729.000000 Penalty: 973.315857
	Iteration 92Q: 3 clusters Score -1409729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -1409729.625000 Penalty: 973.315857
	Iteration 93Q: 3 clusters Score -1409730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -1409729.500000 Penalty: 973.315857
	Iteration 94Q: 3 clusters Score -1409730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -1409731.625000 Penalty: 973.315857
	Iteration 95Q: 3 clusters Score -1409732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -1409731.250000 Penalty: 973.315857
	Iteration 96Q: 3 clusters Score -1409731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -1409731.250000 Penalty: 973.315857
	Iteration 97F: 3 clusters Score -1409731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -78146.390625 Penalty: 353.717682
	Iteration 0F: 2 clusters Score -78146.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -76478.757812 Penalty: 707.435364
	Iteration 0F: 3 clusters Score -76478.76 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -76968.437500 Penalty: 707.435364
	Iteration 1F: 3 clusters Score -76968.44 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -77034.554688 Penalty: 707.435364
	Iteration 2F: 3 clusters Score -77034.55 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -77074.914062 Penalty: 707.435364
	Iteration 3Q: 3 clusters Score -77074.91 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -77103.921875 Penalty: 707.435364
	Iteration 4Q: 3 clusters Score -77103.92 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -77128.460938 Penalty: 707.435364
	Iteration 5Q: 3 clusters Score -77128.46 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -77148.921875 Penalty: 707.435364
	Iteration 6Q: 3 clusters Score -77148.92 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -77168.789062 Penalty: 707.435364
	Iteration 7Q: 3 clusters Score -77168.79 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -77187.500000 Penalty: 707.435364
	Iteration 8Q: 3 clusters Score -77187.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -77209.992188 Penalty: 707.435364
	Iteration 9Q: 3 clusters Score -77209.99 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -77242.039062 Penalty: 707.435364
	Iteration 10Q: 3 clusters Score -77242.04 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -77286.179688 Penalty: 707.435364
	Iteration 11Q: 3 clusters Score -77286.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -77331.562500 Penalty: 707.435364
	Iteration 12Q: 3 clusters Score -77331.56 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -77386.054688 Penalty: 707.435364
	Iteration 13Q: 3 clusters Score -77386.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -77460.062500 Penalty: 707.435364
	Iteration 14Q: 3 clusters Score -77460.06 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -77530.632812 Penalty: 707.435364
	Iteration 15Q: 3 clusters Score -77530.63 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -77621.968750 Penalty: 707.435364
	Iteration 16Q: 3 clusters Score -77621.97 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -77703.218750 Penalty: 707.435364
	Iteration 17Q: 3 clusters Score -77703.22 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77774.835938 Penalty: 707.435364
	Iteration 18Q: 3 clusters Score -77774.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -77818.718750 Penalty: 707.435364
	Iteration 19Q: 3 clusters Score -77818.72 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -77858.703125 Penalty: 707.435364
	Iteration 20F: 3 clusters Score -77858.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77881.265625 Penalty: 707.435364
	Iteration 21Q: 3 clusters Score -77881.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -77893.937500 Penalty: 707.435364
	Iteration 22Q: 3 clusters Score -77893.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -77901.179688 Penalty: 707.435364
	Iteration 23Q: 3 clusters Score -77901.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77905.812500 Penalty: 707.435364
	Iteration 24Q: 3 clusters Score -77905.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77908.562500 Penalty: 707.435364
	Iteration 25Q: 3 clusters Score -77908.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -77910.453125 Penalty: 707.435364
	Iteration 26Q: 3 clusters Score -77910.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77911.187500 Penalty: 707.435364
	Iteration 27Q: 3 clusters Score -77911.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77911.437500 Penalty: 707.435364
	Iteration 28Q: 3 clusters Score -77911.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -77911.648438 Penalty: 707.435364
	Iteration 29Q: 3 clusters Score -77911.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -77911.851562 Penalty: 707.435364
	Iteration 30Q: 3 clusters Score -77911.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77912.000000 Penalty: 707.435364
	Iteration 31Q: 3 clusters Score -77912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -77912.000000 Penalty: 707.435364
	Iteration 32F: 3 clusters Score -77912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Entering Unmasked Estep 
Score: -452313.781250 Penalty: 439.768005
	Iteration 0F: 2 clusters Score -452313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -441814.406250 Penalty: 879.536011
	Iteration 0F: 3 clusters Score -441814.4 nChanged 7448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -446549.718750 Penalty: 879.536011
	Iteration 1F: 3 clusters Score -446549.7 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -447273.562500 Penalty: 879.536011
	Iteration 2F: 3 clusters Score -447273.6 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -448295.906250 Penalty: 879.536011
	Iteration 3F: 3 clusters Score -448295.9 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -449467.625000 Penalty: 879.536011
	Iteration 4F: 3 clusters Score -449467.6 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -450521.500000 Penalty: 879.536011
	Iteration 5F: 3 clusters Score -450521.5 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -451255.187500 Penalty: 879.536011
	Iteration 6Q: 3 clusters Score -451255.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -451600.500000 Penalty: 879.536011
	Iteration 7Q: 3 clusters Score -451600.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -451758.500000 Penalty: 879.536011
	Iteration 8Q: 3 clusters Score -451758.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -451839.843750 Penalty: 879.536011
	Iteration 9Q: 3 clusters Score -451839.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -451884.468750 Penalty: 879.536011
	Iteration 10Q: 3 clusters Score -451884.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -451906.937500 Penalty: 879.536011
	Iteration 11Q: 3 clusters Score -451906.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -451912.031250 Penalty: 879.536011
	Iteration 12Q: 3 clusters Score -451912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -451917.375000 Penalty: 879.536011
	Iteration 13Q: 3 clusters Score -451917.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -451920.750000 Penalty: 879.536011
	Iteration 14Q: 3 clusters Score -451920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -451924.718750 Penalty: 879.536011
	Iteration 15Q: 3 clusters Score -451924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -451930.531250 Penalty: 879.536011
	Iteration 16Q: 3 clusters Score -451930.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -451931.593750 Penalty: 879.536011
	Iteration 17Q: 3 clusters Score -451931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -451931.593750 Penalty: 879.536011
	Iteration 18F: 3 clusters Score -451931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Entering Unmasked Estep 
Score: -776421.562500 Penalty: 459.317596
	Iteration 0F: 2 clusters Score -776421.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -760239.437500 Penalty: 918.635193
	Iteration 0F: 3 clusters Score -760239.4 nChanged 11579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -766904.375000 Penalty: 918.635193
	Iteration 1F: 3 clusters Score -766904.4 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -767420.812500 Penalty: 918.635193
	Iteration 2F: 3 clusters Score -767420.8 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -768249.250000 Penalty: 918.635193
	Iteration 3F: 3 clusters Score -768249.2 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -769554.062500 Penalty: 918.635193
	Iteration 4F: 3 clusters Score -769554.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -771324.250000 Penalty: 918.635193
	Iteration 5F: 3 clusters Score -771324.2 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -773136.812500 Penalty: 918.635193
	Iteration 6F: 3 clusters Score -773136.8 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -774550.375000 Penalty: 918.635193
	Iteration 7F: 3 clusters Score -774550.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -775416.562500 Penalty: 918.635193
	Iteration 8Q: 3 clusters Score -775416.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -775754.687500 Penalty: 918.635193
	Iteration 9Q: 3 clusters Score -775754.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -775888.062500 Penalty: 918.635193
	Iteration 10Q: 3 clusters Score -775888.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -775975.562500 Penalty: 918.635193
	Iteration 11Q: 3 clusters Score -775975.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -776025.812500 Penalty: 918.635193
	Iteration 12Q: 3 clusters Score -776025.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -776066.062500 Penalty: 918.635193
	Iteration 13Q: 3 clusters Score -776066.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -776095.000000 Penalty: 918.635193
	Iteration 14Q: 3 clusters Score -776095 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -776124.687500 Penalty: 918.635193
	Iteration 15Q: 3 clusters Score -776124.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -776149.625000 Penalty: 918.635193
	Iteration 16Q: 3 clusters Score -776149.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -776160.812500 Penalty: 918.635193
	Iteration 17Q: 3 clusters Score -776160.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -776174.312500 Penalty: 918.635193
	Iteration 18Q: 3 clusters Score -776174.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -776190.125000 Penalty: 918.635193
	Iteration 19Q: 3 clusters Score -776190.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -776203.125000 Penalty: 918.635193
	Iteration 20F: 3 clusters Score -776203.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -776205.312500 Penalty: 918.635193
	Iteration 21Q: 3 clusters Score -776205.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -776209.125000 Penalty: 918.635193
	Iteration 22Q: 3 clusters Score -776209.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -776210.562500 Penalty: 918.635193
	Iteration 23Q: 3 clusters Score -776210.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -776210.812500 Penalty: 918.635193
	Iteration 24Q: 3 clusters Score -776210.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21490 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -776214.875000 Penalty: 918.635193
	Iteration 25Q: 3 clusters Score -776214.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -776214.625000 Penalty: 918.635193
	Iteration 26Q: 3 clusters Score -776214.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -776218.437500 Penalty: 918.635193
	Iteration 27Q: 3 clusters Score -776218.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -776218.062500 Penalty: 918.635193
	Iteration 28Q: 3 clusters Score -776218.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -776220.062500 Penalty: 918.635193
	Iteration 29Q: 3 clusters Score -776220.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -776222.187500 Penalty: 918.635193
	Iteration 30Q: 3 clusters Score -776222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -776222.562500 Penalty: 918.635193
	Iteration 31Q: 3 clusters Score -776222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -776223.937500 Penalty: 918.635193
	Iteration 32Q: 3 clusters Score -776223.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -776221.937500 Penalty: 918.635193
	Iteration 33Q: 3 clusters Score -776221.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -776224.437500 Penalty: 918.635193
	Iteration 34Q: 3 clusters Score -776224.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -776226.812500 Penalty: 918.635193
	Iteration 35Q: 3 clusters Score -776226.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -776226.500000 Penalty: 918.635193
	Iteration 36Q: 3 clusters Score -776226.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -776225.437500 Penalty: 918.635193
	Iteration 37Q: 3 clusters Score -776225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -776227.187500 Penalty: 918.635193
	Iteration 38Q: 3 clusters Score -776227.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -776230.250000 Penalty: 918.635193
	Iteration 39Q: 3 clusters Score -776230.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -776232.937500 Penalty: 918.635193
	Iteration 40F: 3 clusters Score -776232.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -776235.625000 Penalty: 918.635193
	Iteration 41Q: 3 clusters Score -776235.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -776234.062500 Penalty: 918.635193
	Iteration 42Q: 3 clusters Score -776234.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -776234.625000 Penalty: 918.635193
	Iteration 43Q: 3 clusters Score -776234.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -776233.187500 Penalty: 918.635193
	Iteration 44Q: 3 clusters Score -776233.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -776235.875000 Penalty: 918.635193
	Iteration 45Q: 3 clusters Score -776235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -776239.187500 Penalty: 918.635193
	Iteration 46Q: 3 clusters Score -776239.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -776239.000000 Penalty: 918.635193
	Iteration 47Q: 3 clusters Score -776239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -776238.437500 Penalty: 918.635193
	Iteration 48Q: 3 clusters Score -776238.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -776239.875000 Penalty: 918.635193
	Iteration 49Q: 3 clusters Score -776239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -776239.375000 Penalty: 918.635193
	Iteration 50Q: 3 clusters Score -776239.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -776238.687500 Penalty: 918.635193
	Iteration 51Q: 3 clusters Score -776238.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -776238.937500 Penalty: 918.635193
	Iteration 52Q: 3 clusters Score -776238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -776238.937500 Penalty: 918.635193
	Iteration 53F: 3 clusters Score -776238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Entering Unmasked Estep 
Score: -45876.554688 Penalty: 338.686707
	Iteration 0F: 2 clusters Score -45876.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -44617.628906 Penalty: 677.373413
	Iteration 0F: 3 clusters Score -44617.63 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -45020.511719 Penalty: 677.373413
	Iteration 1F: 3 clusters Score -45020.51 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -45097.714844 Penalty: 677.373413
	Iteration 2F: 3 clusters Score -45097.71 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -45232.421875 Penalty: 677.373413
	Iteration 3F: 3 clusters Score -45232.42 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -45426.164062 Penalty: 677.373413
	Iteration 4F: 3 clusters Score -45426.16 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -45609.503906 Penalty: 677.373413
	Iteration 5F: 3 clusters Score -45609.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -45726.121094 Penalty: 677.373413
	Iteration 6F: 3 clusters Score -45726.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -45816.535156 Penalty: 677.373413
	Iteration 7F: 3 clusters Score -45816.54 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -45853.371094 Penalty: 677.373413
	Iteration 8Q: 3 clusters Score -45853.37 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45875.437500 Penalty: 677.373413
	Iteration 9Q: 3 clusters Score -45875.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -45891.468750 Penalty: 677.373413
	Iteration 10Q: 3 clusters Score -45891.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -45899.757812 Penalty: 677.373413
	Iteration 11Q: 3 clusters Score -45899.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45904.824219 Penalty: 677.373413
	Iteration 12Q: 3 clusters Score -45904.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45907.605469 Penalty: 677.373413
	Iteration 13Q: 3 clusters Score -45907.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -45909.734375 Penalty: 677.373413
	Iteration 14Q: 3 clusters Score -45909.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -45909.953125 Penalty: 677.373413
	Iteration 15Q: 3 clusters Score -45909.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -45910.855469 Penalty: 677.373413
	Iteration 16Q: 3 clusters Score -45910.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45911.023438 Penalty: 677.373413
	Iteration 17Q: 3 clusters Score -45911.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45911.121094 Penalty: 677.373413
	Iteration 18Q: 3 clusters Score -45911.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45911.664062 Penalty: 677.373413
	Iteration 19Q: 3 clusters Score -45911.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45911.664062 Penalty: 677.373413
	Iteration 20F: 3 clusters Score -45911.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232077 members 
Mstep: Class 2 contains 7517 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 244 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15760 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1465 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362407 members 
Entering Unmasked Estep 
Score: -21495154.000000 Penalty: 11667.719727
Splitting cluster 19 changes total score from -21495376.000000 to -21495154.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -34082.648438 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -34082.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -33236.875000 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -33236.88 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -33465.246094 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -33465.25 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -33510.484375 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -33510.48 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33546.480469 Penalty: 632.436951
	Iteration 3Q: 3 clusters Score -33546.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -33569.535156 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -33569.54 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -33591.511719 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -33591.51 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -33616.062500 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -33616.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -33640.539062 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -33640.54 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -33669.445312 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -33669.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -33687.851562 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -33687.85 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -33708.335938 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -33708.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -33728.878906 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -33728.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -33740.230469 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -33740.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -33747.691406 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -33747.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -33756.460938 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -33756.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -33765.351562 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -33765.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -33771.960938 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -33771.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -33777.917969 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -33777.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -33781.046875 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -33781.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -33788.371094 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -33788.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -33794.144531 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -33794.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -33798.511719 Penalty: 632.436951
	Iteration 21Q: 3 clusters Score -33798.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -33802.007812 Penalty: 632.436951
	Iteration 22Q: 3 clusters Score -33802.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -33804.976562 Penalty: 632.436951
	Iteration 23Q: 3 clusters Score -33804.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -33805.414062 Penalty: 632.436951
	Iteration 24Q: 3 clusters Score -33805.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -33806.230469 Penalty: 632.436951
	Iteration 25Q: 3 clusters Score -33806.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -33806.230469 Penalty: 632.436951
	Iteration 26F: 3 clusters Score -33806.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Entering Unmasked Estep 
Score: -160165.937500 Penalty: 385.967804
	Iteration 0F: 2 clusters Score -160165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -156858.031250 Penalty: 771.935608
	Iteration 0F: 3 clusters Score -156858 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -158075.562500 Penalty: 771.935608
	Iteration 1F: 3 clusters Score -158075.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -158170.203125 Penalty: 771.935608
	Iteration 2F: 3 clusters Score -158170.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -158258.812500 Penalty: 771.935608
	Iteration 3Q: 3 clusters Score -158258.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -158384.796875 Penalty: 771.935608
	Iteration 4Q: 3 clusters Score -158384.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -158546.484375 Penalty: 771.935608
	Iteration 5Q: 3 clusters Score -158546.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -158758.062500 Penalty: 771.935608
	Iteration 6F: 3 clusters Score -158758.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -158992.031250 Penalty: 771.935608
	Iteration 7F: 3 clusters Score -158992 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -159190.046875 Penalty: 771.935608
	Iteration 8F: 3 clusters Score -159190 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -159317.109375 Penalty: 771.935608
	Iteration 9Q: 3 clusters Score -159317.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -159415.234375 Penalty: 771.935608
	Iteration 10Q: 3 clusters Score -159415.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -159473.062500 Penalty: 771.935608
	Iteration 11Q: 3 clusters Score -159473.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -159516.437500 Penalty: 771.935608
	Iteration 12Q: 3 clusters Score -159516.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -159540.671875 Penalty: 771.935608
	Iteration 13Q: 3 clusters Score -159540.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -159566.140625 Penalty: 771.935608
	Iteration 14Q: 3 clusters Score -159566.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -159592.359375 Penalty: 771.935608
	Iteration 15Q: 3 clusters Score -159592.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -159614.546875 Penalty: 771.935608
	Iteration 16Q: 3 clusters Score -159614.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -159630.625000 Penalty: 771.935608
	Iteration 17Q: 3 clusters Score -159630.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -159646.312500 Penalty: 771.935608
	Iteration 18Q: 3 clusters Score -159646.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -159663.500000 Penalty: 771.935608
	Iteration 19Q: 3 clusters Score -159663.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -159678.671875 Penalty: 771.935608
	Iteration 20F: 3 clusters Score -159678.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -159693.640625 Penalty: 771.935608
	Iteration 21Q: 3 clusters Score -159693.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -159705.656250 Penalty: 771.935608
	Iteration 22Q: 3 clusters Score -159705.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -159715.640625 Penalty: 771.935608
	Iteration 23Q: 3 clusters Score -159715.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -159722.625000 Penalty: 771.935608
	Iteration 24Q: 3 clusters Score -159722.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -159726.984375 Penalty: 771.935608
	Iteration 25Q: 3 clusters Score -159727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -159732.515625 Penalty: 771.935608
	Iteration 26Q: 3 clusters Score -159732.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -159736.375000 Penalty: 771.935608
	Iteration 27Q: 3 clusters Score -159736.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -159740.640625 Penalty: 771.935608
	Iteration 28Q: 3 clusters Score -159740.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -159745.453125 Penalty: 771.935608
	Iteration 29Q: 3 clusters Score -159745.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -159749.375000 Penalty: 771.935608
	Iteration 30Q: 3 clusters Score -159749.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -159752.437500 Penalty: 771.935608
	Iteration 31Q: 3 clusters Score -159752.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -159755.046875 Penalty: 771.935608
	Iteration 32Q: 3 clusters Score -159755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -159757.265625 Penalty: 771.935608
	Iteration 33Q: 3 clusters Score -159757.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -159758.453125 Penalty: 771.935608
	Iteration 34Q: 3 clusters Score -159758.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -159759.437500 Penalty: 771.935608
	Iteration 35Q: 3 clusters Score -159759.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -159759.609375 Penalty: 771.935608
	Iteration 36Q: 3 clusters Score -159759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -159760.531250 Penalty: 771.935608
	Iteration 37Q: 3 clusters Score -159760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -159762.234375 Penalty: 771.935608
	Iteration 38Q: 3 clusters Score -159762.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -159763.031250 Penalty: 771.935608
	Iteration 39Q: 3 clusters Score -159763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -159763.531250 Penalty: 771.935608
	Iteration 40F: 3 clusters Score -159763.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -159764.203125 Penalty: 771.935608
	Iteration 41Q: 3 clusters Score -159764.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -159764.906250 Penalty: 771.935608
	Iteration 42Q: 3 clusters Score -159764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -159767.203125 Penalty: 771.935608
	Iteration 43Q: 3 clusters Score -159767.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -159768.046875 Penalty: 771.935608
	Iteration 44Q: 3 clusters Score -159768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -159768.656250 Penalty: 771.935608
	Iteration 45Q: 3 clusters Score -159768.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -159768.968750 Penalty: 771.935608
	Iteration 46Q: 3 clusters Score -159769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -159769.375000 Penalty: 771.935608
	Iteration 47Q: 3 clusters Score -159769.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -159769.109375 Penalty: 771.935608
	Iteration 48Q: 3 clusters Score -159769.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -159769.109375 Penalty: 771.935608
	Iteration 49F: 3 clusters Score -159769.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362407 members 
Entering Unmasked Estep 
Score: -11447788.000000 Penalty: 582.423767
	Iteration 0F: 2 clusters Score -1.144779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181117 members 
Mstep: Class 2 contains 181290 members 
Entering Unmasked Estep 
Score: -11200426.000000 Penalty: 1164.847534
	Iteration 0F: 3 clusters Score -1.120043e+07 nChanged 179429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187030 members 
Mstep: Class 2 contains 175377 members 
Entering Unmasked Estep 
Score: -11314326.000000 Penalty: 1164.847534
	Iteration 1F: 3 clusters Score -1.131433e+07 nChanged 14786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191020 members 
Mstep: Class 2 contains 171387 members 
Entering Unmasked Estep 
Score: -11320525.000000 Penalty: 1164.847534
	Iteration 2Q: 3 clusters Score -1.132052e+07 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197047 members 
Mstep: Class 2 contains 165360 members 
Entering Unmasked Estep 
Score: -11330693.000000 Penalty: 1164.847534
	Iteration 3F: 3 clusters Score -1.133069e+07 nChanged 22429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205022 members 
Mstep: Class 2 contains 157385 members 
Entering Unmasked Estep 
Score: -11347874.000000 Penalty: 1164.847534
	Iteration 4F: 3 clusters Score -1.134787e+07 nChanged 25219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213735 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -11371289.000000 Penalty: 1164.847534
	Iteration 5F: 3 clusters Score -1.137129e+07 nChanged 22938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220995 members 
Mstep: Class 2 contains 141412 members 
Entering Unmasked Estep 
Score: -11387229.000000 Penalty: 1164.847534
	Iteration 6F: 3 clusters Score -1.138723e+07 nChanged 14542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227077 members 
Mstep: Class 2 contains 135330 members 
Entering Unmasked Estep 
Score: -11392812.000000 Penalty: 1164.847534
	Iteration 7Q: 3 clusters Score -1.139281e+07 nChanged 8376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232957 members 
Mstep: Class 2 contains 129450 members 
Entering Unmasked Estep 
Score: -11395486.000000 Penalty: 1164.847534
	Iteration 8Q: 3 clusters Score -1.139549e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239070 members 
Mstep: Class 2 contains 123337 members 
Entering Unmasked Estep 
Score: -11397917.000000 Penalty: 1164.847534
	Iteration 9Q: 3 clusters Score -1.139792e+07 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245456 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -11400525.000000 Penalty: 1164.847534
	Iteration 10Q: 3 clusters Score -1.140052e+07 nChanged 6747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251947 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -11403161.000000 Penalty: 1164.847534
	Iteration 11Q: 3 clusters Score -1.140316e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258525 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -11405759.000000 Penalty: 1164.847534
	Iteration 12Q: 3 clusters Score -1.140576e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265090 members 
Mstep: Class 2 contains 97317 members 
Entering Unmasked Estep 
Score: -11408868.000000 Penalty: 1164.847534
	Iteration 13Q: 3 clusters Score -1.140887e+07 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271764 members 
Mstep: Class 2 contains 90643 members 
Entering Unmasked Estep 
Score: -11411927.000000 Penalty: 1164.847534
	Iteration 14Q: 3 clusters Score -1.141193e+07 nChanged 6760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278286 members 
Mstep: Class 2 contains 84121 members 
Entering Unmasked Estep 
Score: -11414863.000000 Penalty: 1164.847534
	Iteration 15Q: 3 clusters Score -1.141486e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284658 members 
Mstep: Class 2 contains 77749 members 
Entering Unmasked Estep 
Score: -11418028.000000 Penalty: 1164.847534
	Iteration 16Q: 3 clusters Score -1.141803e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290658 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -11420627.000000 Penalty: 1164.847534
	Iteration 17Q: 3 clusters Score -1.142063e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296299 members 
Mstep: Class 2 contains 66108 members 
Entering Unmasked Estep 
Score: -11422857.000000 Penalty: 1164.847534
	Iteration 18Q: 3 clusters Score -1.142286e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301673 members 
Mstep: Class 2 contains 60734 members 
Entering Unmasked Estep 
Score: -11425124.000000 Penalty: 1164.847534
	Iteration 19Q: 3 clusters Score -1.142512e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306770 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -11427317.000000 Penalty: 1164.847534
	Iteration 20F: 3 clusters Score -1.142732e+07 nChanged 4891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311653 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -11429314.000000 Penalty: 1164.847534
	Iteration 21Q: 3 clusters Score -1.142931e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316245 members 
Mstep: Class 2 contains 46162 members 
Entering Unmasked Estep 
Score: -11431092.000000 Penalty: 1164.847534
	Iteration 22Q: 3 clusters Score -1.143109e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320594 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
Score: -11432797.000000 Penalty: 1164.847534
	Iteration 23Q: 3 clusters Score -1.14328e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324692 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -11434281.000000 Penalty: 1164.847534
	Iteration 24Q: 3 clusters Score -1.143428e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328553 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -11435686.000000 Penalty: 1164.847534
	Iteration 25Q: 3 clusters Score -1.143569e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331996 members 
Mstep: Class 2 contains 30411 members 
Entering Unmasked Estep 
Score: -11437050.000000 Penalty: 1164.847534
	Iteration 26Q: 3 clusters Score -1.143705e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335153 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -11438335.000000 Penalty: 1164.847534
	Iteration 27Q: 3 clusters Score -1.143834e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338127 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -11439515.000000 Penalty: 1164.847534
	Iteration 28Q: 3 clusters Score -1.143952e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340863 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -11440611.000000 Penalty: 1164.847534
	Iteration 29Q: 3 clusters Score -1.144061e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343324 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -11441424.000000 Penalty: 1164.847534
	Iteration 30Q: 3 clusters Score -1.144142e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345570 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -11442212.000000 Penalty: 1164.847534
	Iteration 31Q: 3 clusters Score -1.144221e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347593 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -11443031.000000 Penalty: 1164.847534
	Iteration 32Q: 3 clusters Score -1.144303e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349348 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -11443673.000000 Penalty: 1164.847534
	Iteration 33Q: 3 clusters Score -1.144367e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350920 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -11444320.000000 Penalty: 1164.847534
	Iteration 34Q: 3 clusters Score -1.144432e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352338 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -11444941.000000 Penalty: 1164.847534
	Iteration 35Q: 3 clusters Score -1.144494e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353544 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -11445416.000000 Penalty: 1164.847534
	Iteration 36Q: 3 clusters Score -1.144542e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354601 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -11445844.000000 Penalty: 1164.847534
	Iteration 37Q: 3 clusters Score -1.144584e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355508 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -11446174.000000 Penalty: 1164.847534
	Iteration 38Q: 3 clusters Score -1.144617e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356295 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -11446497.000000 Penalty: 1164.847534
	Iteration 39Q: 3 clusters Score -1.14465e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356924 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -11446717.000000 Penalty: 1164.847534
	Iteration 40F: 3 clusters Score -1.144672e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357438 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -11446846.000000 Penalty: 1164.847534
	Iteration 41Q: 3 clusters Score -1.144685e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357874 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -11447011.000000 Penalty: 1164.847534
	Iteration 42Q: 3 clusters Score -1.144701e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358248 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -11447130.000000 Penalty: 1164.847534
	Iteration 43Q: 3 clusters Score -1.144713e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358618 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -11447294.000000 Penalty: 1164.847534
	Iteration 44Q: 3 clusters Score -1.144729e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358923 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -11447375.000000 Penalty: 1164.847534
	Iteration 45Q: 3 clusters Score -1.144738e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359190 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -11447437.000000 Penalty: 1164.847534
	Iteration 46Q: 3 clusters Score -1.144744e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359432 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -11447494.000000 Penalty: 1164.847534
	Iteration 47Q: 3 clusters Score -1.144749e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359639 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -11447571.000000 Penalty: 1164.847534
	Iteration 48Q: 3 clusters Score -1.144757e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359801 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -11447586.000000 Penalty: 1164.847534
	Iteration 49Q: 3 clusters Score -1.144759e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359933 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -11447591.000000 Penalty: 1164.847534
	Iteration 50Q: 3 clusters Score -1.144759e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360040 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -11447596.000000 Penalty: 1164.847534
	Iteration 51Q: 3 clusters Score -1.14476e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360118 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -11447597.000000 Penalty: 1164.847534
	Iteration 52Q: 3 clusters Score -1.14476e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360175 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -11447612.000000 Penalty: 1164.847534
	Iteration 53Q: 3 clusters Score -1.144761e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360225 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -11447609.000000 Penalty: 1164.847534
	Iteration 54Q: 3 clusters Score -1.144761e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360270 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -11447630.000000 Penalty: 1164.847534
	Iteration 55Q: 3 clusters Score -1.144763e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360310 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -11447640.000000 Penalty: 1164.847534
	Iteration 56Q: 3 clusters Score -1.144764e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360344 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -11447646.000000 Penalty: 1164.847534
	Iteration 57Q: 3 clusters Score -1.144765e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360372 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -11447653.000000 Penalty: 1164.847534
	Iteration 58Q: 3 clusters Score -1.144765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360389 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -11447653.000000 Penalty: 1164.847534
	Iteration 59Q: 3 clusters Score -1.144765e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360408 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -11447658.000000 Penalty: 1164.847534
	Iteration 60F: 3 clusters Score -1.144766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360423 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11447664.000000 Penalty: 1164.847534
	Iteration 61Q: 3 clusters Score -1.144766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360428 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -11447672.000000 Penalty: 1164.847534
	Iteration 62Q: 3 clusters Score -1.144767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360433 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -11447672.000000 Penalty: 1164.847534
	Iteration 63Q: 3 clusters Score -1.144767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360443 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -11447666.000000 Penalty: 1164.847534
	Iteration 64Q: 3 clusters Score -1.144767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360452 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -11447662.000000 Penalty: 1164.847534
	Iteration 65Q: 3 clusters Score -1.144766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360458 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -11447663.000000 Penalty: 1164.847534
	Iteration 66Q: 3 clusters Score -1.144766e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360459 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -11447665.000000 Penalty: 1164.847534
	Iteration 67Q: 3 clusters Score -1.144766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360461 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -11447664.000000 Penalty: 1164.847534
	Iteration 68Q: 3 clusters Score -1.144766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360463 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11447668.000000 Penalty: 1164.847534
	Iteration 69Q: 3 clusters Score -1.144767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360466 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -11447670.000000 Penalty: 1164.847534
	Iteration 70Q: 3 clusters Score -1.144767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360472 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -11447675.000000 Penalty: 1164.847534
	Iteration 71Q: 3 clusters Score -1.144768e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360482 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -11447686.000000 Penalty: 1164.847534
	Iteration 72Q: 3 clusters Score -1.144769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360489 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -11447689.000000 Penalty: 1164.847534
	Iteration 73Q: 3 clusters Score -1.144769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360495 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -11447689.000000 Penalty: 1164.847534
	Iteration 74Q: 3 clusters Score -1.144769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360504 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -11447687.000000 Penalty: 1164.847534
	Iteration 75Q: 3 clusters Score -1.144769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360509 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -11447682.000000 Penalty: 1164.847534
	Iteration 76Q: 3 clusters Score -1.144768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360512 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -11447682.000000 Penalty: 1164.847534
	Iteration 77Q: 3 clusters Score -1.144768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360514 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -11447681.000000 Penalty: 1164.847534
	Iteration 78Q: 3 clusters Score -1.144768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360516 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -11447685.000000 Penalty: 1164.847534
	Iteration 79Q: 3 clusters Score -1.144768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360515 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11447686.000000 Penalty: 1164.847534
	Iteration 80F: 3 clusters Score -1.144769e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232077 members 
Mstep: Class 2 contains 7517 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 876 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44169 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15760 members 
Mstep: Class 17 contains 24219 members 
Mstep: Class 19 contains 1709 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495382.000000 Penalty: 11053.628906
Iteration 239Q: 19 clusters Score -2.149538e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 7503 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44168 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15773 members 
Mstep: Class 17 contains 24220 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 240F: 19 clusters Score -2.149535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 7495 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15776 members 
Mstep: Class 17 contains 24221 members 
Mstep: Class 19 contains 1711 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495356.000000 Penalty: 11053.628906
Iteration 241Q: 19 clusters Score -2.149536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232077 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 875 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15778 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495352.000000 Penalty: 11053.628906
Iteration 242Q: 19 clusters Score -2.149535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232075 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44167 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15785 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1714 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495350.000000 Penalty: 11053.628906
Iteration 243Q: 19 clusters Score -2.149535e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232073 members 
Mstep: Class 2 contains 7476 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44166 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15789 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1717 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495360.000000 Penalty: 11053.628906
Iteration 244Q: 19 clusters Score -2.149536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232076 members 
Mstep: Class 2 contains 7471 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 874 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44163 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15790 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 245Q: 19 clusters Score -2.149535e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 7463 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 873 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44161 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15797 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1725 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495370.000000 Penalty: 11053.628906
Iteration 246Q: 19 clusters Score -2.149537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232075 members 
Mstep: Class 2 contains 7455 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44160 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1727 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495366.000000 Penalty: 11053.628906
Iteration 247Q: 19 clusters Score -2.149537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232078 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 871 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44159 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15810 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1730 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495358.000000 Penalty: 11053.628906
Iteration 248Q: 19 clusters Score -2.149536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232081 members 
Mstep: Class 2 contains 7434 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44157 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15819 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1731 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495340.000000 Penalty: 11053.628906
Iteration 249Q: 19 clusters Score -2.149534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232086 members 
Mstep: Class 2 contains 7424 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15825 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1732 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495354.000000 Penalty: 11053.628906
Iteration 250Q: 19 clusters Score -2.149535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232092 members 
Mstep: Class 2 contains 7411 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 870 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15832 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495354.000000 Penalty: 11053.628906
Iteration 251Q: 19 clusters Score -2.149535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232096 members 
Mstep: Class 2 contains 7401 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 869 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15839 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495354.000000 Penalty: 11053.628906
Iteration 252Q: 19 clusters Score -2.149535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232097 members 
Mstep: Class 2 contains 7389 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 868 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15850 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1733 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 253Q: 19 clusters Score -2.149535e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232097 members 
Mstep: Class 2 contains 7385 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 867 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15852 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1734 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495358.000000 Penalty: 11053.628906
Iteration 254Q: 19 clusters Score -2.149536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232098 members 
Mstep: Class 2 contains 7380 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 866 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44157 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495340.000000 Penalty: 11053.628906
Iteration 255Q: 19 clusters Score -2.149534e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 7375 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 861 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2232 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44158 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15863 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1735 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495338.000000 Penalty: 11053.628906
Iteration 256Q: 19 clusters Score -2.149534e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 7370 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 856 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44157 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15870 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1736 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495356.000000 Penalty: 11053.628906
Iteration 257Q: 19 clusters Score -2.149536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 851 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2235 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15875 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1737 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 258Q: 19 clusters Score -2.149536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 7365 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 843 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15882 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1738 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495354.000000 Penalty: 11053.628906
Iteration 259Q: 19 clusters Score -2.149535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232097 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 840 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2236 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15890 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495352.000000 Penalty: 11053.628906
Iteration 260F: 19 clusters Score -2.149535e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232098 members 
Mstep: Class 2 contains 7339 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 839 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2238 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44155 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15905 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495344.000000 Penalty: 11053.628906
Iteration 261Q: 19 clusters Score -2.149534e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 7324 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 836 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2240 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495342.000000 Penalty: 11053.628906
Iteration 262Q: 19 clusters Score -2.149534e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232091 members 
Mstep: Class 2 contains 7312 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 832 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2242 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15636 members 
Mstep: Class 13 contains 44149 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495332.000000 Penalty: 11053.628906
Iteration 263Q: 19 clusters Score -2.149533e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232075 members 
Mstep: Class 2 contains 7308 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15637 members 
Mstep: Class 13 contains 44148 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15970 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 362433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495318.000000 Penalty: 11053.628906
Iteration 264Q: 19 clusters Score -2.149532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232073 members 
Mstep: Class 2 contains 7301 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1898 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44146 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15982 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495314.000000 Penalty: 11053.628906
Iteration 265Q: 19 clusters Score -2.149531e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 7294 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44144 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 15994 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495318.000000 Penalty: 11053.628906
Iteration 266Q: 19 clusters Score -2.149532e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232080 members 
Mstep: Class 2 contains 7281 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 808 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16011 members 
Mstep: Class 17 contains 24223 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495320.000000 Penalty: 11053.628906
Iteration 267Q: 19 clusters Score -2.149532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232080 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1899 members 
Mstep: Class 6 contains 797 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44141 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16032 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495316.000000 Penalty: 11053.628906
Iteration 268Q: 19 clusters Score -2.149532e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232077 members 
Mstep: Class 2 contains 7255 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 788 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44141 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16058 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495338.000000 Penalty: 11053.628906
Iteration 269Q: 19 clusters Score -2.149534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232074 members 
Mstep: Class 2 contains 7238 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 783 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44142 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16081 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1742 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495328.000000 Penalty: 11053.628906
Iteration 270Q: 19 clusters Score -2.149533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232079 members 
Mstep: Class 2 contains 7221 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 779 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44141 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16096 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 271Q: 19 clusters Score -2.149535e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232082 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 778 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44139 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16109 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495332.000000 Penalty: 11053.628906
Iteration 272Q: 19 clusters Score -2.149533e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232091 members 
Mstep: Class 2 contains 7187 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 44137 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16123 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495326.000000 Penalty: 11053.628906
Iteration 273Q: 19 clusters Score -2.149533e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232095 members 
Mstep: Class 2 contains 7168 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 776 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15639 members 
Mstep: Class 13 contains 44134 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16138 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1743 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495350.000000 Penalty: 11053.628906
Iteration 274Q: 19 clusters Score -2.149535e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232098 members 
Mstep: Class 2 contains 7154 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15641 members 
Mstep: Class 13 contains 44130 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16147 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1744 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495358.000000 Penalty: 11053.628906
Iteration 275Q: 19 clusters Score -2.149536e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232101 members 
Mstep: Class 2 contains 7145 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2244 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44126 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1746 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495356.000000 Penalty: 11053.628906
Iteration 276Q: 19 clusters Score -2.149536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232100 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1900 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 44122 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16164 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495358.000000 Penalty: 11053.628906
Iteration 277Q: 19 clusters Score -2.149536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232102 members 
Mstep: Class 2 contains 7125 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1901 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 44122 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 278Q: 19 clusters Score -2.149536e+07 nChanged 17
Entering ConstructFrom: 
Score: -21495364.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (232096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232096 members 
Entering Unmasked Estep 
Score: -6894821.000000 Penalty: 562.148254
	Iteration 0F: 2 clusters Score -6894821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 116458 members 
Entering Unmasked Estep 
Score: -6736348.000000 Penalty: 1124.296509
	Iteration 0F: 3 clusters Score -6736348 nChanged 114578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100744 members 
Mstep: Class 2 contains 131352 members 
Entering Unmasked Estep 
Score: -6810015.500000 Penalty: 1124.296509
	Iteration 1F: 3 clusters Score -6810016 nChanged 11028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91188 members 
Mstep: Class 2 contains 140908 members 
Entering Unmasked Estep 
Score: -6816079.500000 Penalty: 1124.296509
	Iteration 2Q: 3 clusters Score -6816080 nChanged 14290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77712 members 
Mstep: Class 2 contains 154384 members 
Entering Unmasked Estep 
Score: -6826368.500000 Penalty: 1124.296509
	Iteration 3F: 3 clusters Score -6826368 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61283 members 
Mstep: Class 2 contains 170813 members 
Entering Unmasked Estep 
Score: -6840484.500000 Penalty: 1124.296509
	Iteration 4F: 3 clusters Score -6840484 nChanged 17120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 187727 members 
Entering Unmasked Estep 
Score: -6855309.000000 Penalty: 1124.296509
	Iteration 5F: 3 clusters Score -6855309 nChanged 14733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 202408 members 
Entering Unmasked Estep 
Score: -6868334.000000 Penalty: 1124.296509
	Iteration 6F: 3 clusters Score -6868334 nChanged 11393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 213797 members 
Entering Unmasked Estep 
Score: -6878297.500000 Penalty: 1124.296509
	Iteration 7Q: 3 clusters Score -6878298 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 221919 members 
Entering Unmasked Estep 
Score: -6885544.000000 Penalty: 1124.296509
	Iteration 8Q: 3 clusters Score -6885544 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 227170 members 
Entering Unmasked Estep 
Score: -6890225.500000 Penalty: 1124.296509
	Iteration 9Q: 3 clusters Score -6890226 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 229982 members 
Entering Unmasked Estep 
Score: -6892676.500000 Penalty: 1124.296509
	Iteration 10Q: 3 clusters Score -6892676 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 231222 members 
Entering Unmasked Estep 
Score: -6893705.000000 Penalty: 1124.296509
	Iteration 11Q: 3 clusters Score -6893705 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 231701 members 
Entering Unmasked Estep 
Score: -6894092.000000 Penalty: 1124.296509
	Iteration 12Q: 3 clusters Score -6894092 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 231886 members 
Entering Unmasked Estep 
Score: -6894229.000000 Penalty: 1124.296509
	Iteration 13Q: 3 clusters Score -6894229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 231948 members 
Entering Unmasked Estep 
Score: -6894268.000000 Penalty: 1124.296509
	Iteration 14Q: 3 clusters Score -6894268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 231971 members 
Entering Unmasked Estep 
Score: -6894296.000000 Penalty: 1124.296509
	Iteration 15Q: 3 clusters Score -6894296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 231983 members 
Entering Unmasked Estep 
Score: -6894299.000000 Penalty: 1124.296509
	Iteration 16Q: 3 clusters Score -6894299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 231992 members 
Entering Unmasked Estep 
Score: -6894306.000000 Penalty: 1124.296509
	Iteration 17Q: 3 clusters Score -6894306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 231994 members 
Entering Unmasked Estep 
Score: -6894306.500000 Penalty: 1124.296509
	Iteration 18Q: 3 clusters Score -6894306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 231995 members 
Entering Unmasked Estep 
Score: -6894312.000000 Penalty: 1124.296509
	Iteration 19Q: 3 clusters Score -6894312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 231998 members 
Entering Unmasked Estep 
Score: -6894312.500000 Penalty: 1124.296509
	Iteration 20F: 3 clusters Score -6894312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 231999 members 
Entering Unmasked Estep 
Score: -6894316.500000 Penalty: 1124.296509
	Iteration 21Q: 3 clusters Score -6894316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 232002 members 
Entering Unmasked Estep 
Score: -6894318.500000 Penalty: 1124.296509
	Iteration 22Q: 3 clusters Score -6894318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 232001 members 
Entering Unmasked Estep 
Score: -6894325.500000 Penalty: 1124.296509
	Iteration 23Q: 3 clusters Score -6894326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 232001 members 
Entering Unmasked Estep 
Score: -6894325.500000 Penalty: 1124.296509
	Iteration 24F: 3 clusters Score -6894326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Entering Unmasked Estep 
Score: -217492.765625 Penalty: 403.615143
	Iteration 0F: 2 clusters Score -217492.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -212661.781250 Penalty: 807.230286
	Iteration 0F: 3 clusters Score -212661.8 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -214592.656250 Penalty: 807.230286
	Iteration 1F: 3 clusters Score -214592.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -214827.171875 Penalty: 807.230286
	Iteration 2F: 3 clusters Score -214827.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -215096.843750 Penalty: 807.230286
	Iteration 3F: 3 clusters Score -215096.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -215439.468750 Penalty: 807.230286
	Iteration 4F: 3 clusters Score -215439.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -215871.343750 Penalty: 807.230286
	Iteration 5F: 3 clusters Score -215871.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -216231.625000 Penalty: 807.230286
	Iteration 6F: 3 clusters Score -216231.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -216392.656250 Penalty: 807.230286
	Iteration 7Q: 3 clusters Score -216392.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -216471.812500 Penalty: 807.230286
	Iteration 8Q: 3 clusters Score -216471.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -216529.562500 Penalty: 807.230286
	Iteration 9Q: 3 clusters Score -216529.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -216577.796875 Penalty: 807.230286
	Iteration 10Q: 3 clusters Score -216577.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -216630.359375 Penalty: 807.230286
	Iteration 11Q: 3 clusters Score -216630.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -216698.921875 Penalty: 807.230286
	Iteration 12Q: 3 clusters Score -216698.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -216759.578125 Penalty: 807.230286
	Iteration 13Q: 3 clusters Score -216759.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -216801.140625 Penalty: 807.230286
	Iteration 14Q: 3 clusters Score -216801.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -216834.125000 Penalty: 807.230286
	Iteration 15Q: 3 clusters Score -216834.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -216869.421875 Penalty: 807.230286
	Iteration 16Q: 3 clusters Score -216869.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -216896.765625 Penalty: 807.230286
	Iteration 17Q: 3 clusters Score -216896.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -216920.375000 Penalty: 807.230286
	Iteration 18Q: 3 clusters Score -216920.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -216937.468750 Penalty: 807.230286
	Iteration 19Q: 3 clusters Score -216937.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -216954.109375 Penalty: 807.230286
	Iteration 20F: 3 clusters Score -216954.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -216969.750000 Penalty: 807.230286
	Iteration 21Q: 3 clusters Score -216969.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -216990.500000 Penalty: 807.230286
	Iteration 22Q: 3 clusters Score -216990.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -217006.484375 Penalty: 807.230286
	Iteration 23Q: 3 clusters Score -217006.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -217021.578125 Penalty: 807.230286
	Iteration 24Q: 3 clusters Score -217021.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -217033.484375 Penalty: 807.230286
	Iteration 25Q: 3 clusters Score -217033.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -217040.390625 Penalty: 807.230286
	Iteration 26Q: 3 clusters Score -217040.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -217045.796875 Penalty: 807.230286
	Iteration 27Q: 3 clusters Score -217045.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -217051.484375 Penalty: 807.230286
	Iteration 28Q: 3 clusters Score -217051.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -217060.187500 Penalty: 807.230286
	Iteration 29Q: 3 clusters Score -217060.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -217069.390625 Penalty: 807.230286
	Iteration 30Q: 3 clusters Score -217069.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -217074.609375 Penalty: 807.230286
	Iteration 31Q: 3 clusters Score -217074.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -217077.265625 Penalty: 807.230286
	Iteration 32Q: 3 clusters Score -217077.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -217079.140625 Penalty: 807.230286
	Iteration 33Q: 3 clusters Score -217079.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -217082.375000 Penalty: 807.230286
	Iteration 34Q: 3 clusters Score -217082.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -217085.437500 Penalty: 807.230286
	Iteration 35Q: 3 clusters Score -217085.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -217089.625000 Penalty: 807.230286
	Iteration 36Q: 3 clusters Score -217089.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -217092.625000 Penalty: 807.230286
	Iteration 37Q: 3 clusters Score -217092.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -217095.718750 Penalty: 807.230286
	Iteration 38Q: 3 clusters Score -217095.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -217096.875000 Penalty: 807.230286
	Iteration 39Q: 3 clusters Score -217096.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -217099.734375 Penalty: 807.230286
	Iteration 40F: 3 clusters Score -217099.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -217101.968750 Penalty: 807.230286
	Iteration 41Q: 3 clusters Score -217102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -217106.203125 Penalty: 807.230286
	Iteration 42Q: 3 clusters Score -217106.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -217107.078125 Penalty: 807.230286
	Iteration 43Q: 3 clusters Score -217107.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -217109.421875 Penalty: 807.230286
	Iteration 44Q: 3 clusters Score -217109.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -217111.640625 Penalty: 807.230286
	Iteration 45Q: 3 clusters Score -217111.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -217114.109375 Penalty: 807.230286
	Iteration 46Q: 3 clusters Score -217114.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -217116.468750 Penalty: 807.230286
	Iteration 47Q: 3 clusters Score -217116.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -217117.750000 Penalty: 807.230286
	Iteration 48Q: 3 clusters Score -217117.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -217119.421875 Penalty: 807.230286
	Iteration 49Q: 3 clusters Score -217119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -217120.937500 Penalty: 807.230286
	Iteration 50Q: 3 clusters Score -217120.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -217121.953125 Penalty: 807.230286
	Iteration 51Q: 3 clusters Score -217122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -217124.046875 Penalty: 807.230286
	Iteration 52Q: 3 clusters Score -217124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -217124.859375 Penalty: 807.230286
	Iteration 53Q: 3 clusters Score -217124.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -217125.171875 Penalty: 807.230286
	Iteration 54Q: 3 clusters Score -217125.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -217125.859375 Penalty: 807.230286
	Iteration 55Q: 3 clusters Score -217125.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -217126.890625 Penalty: 807.230286
	Iteration 56Q: 3 clusters Score -217126.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -217126.968750 Penalty: 807.230286
	Iteration 57Q: 3 clusters Score -217127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -217126.984375 Penalty: 807.230286
	Iteration 58Q: 3 clusters Score -217127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -217127.421875 Penalty: 807.230286
	Iteration 59Q: 3 clusters Score -217127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -217127.312500 Penalty: 807.230286
	Iteration 60F: 3 clusters Score -217127.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -217127.906250 Penalty: 807.230286
	Iteration 61Q: 3 clusters Score -217127.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -217128.046875 Penalty: 807.230286
	Iteration 62Q: 3 clusters Score -217128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -217128.343750 Penalty: 807.230286
	Iteration 63Q: 3 clusters Score -217128.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -217128.343750 Penalty: 807.230286
	Iteration 64Q: 3 clusters Score -217128.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -217128.734375 Penalty: 807.230286
	Iteration 65Q: 3 clusters Score -217128.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -217129.187500 Penalty: 807.230286
	Iteration 66Q: 3 clusters Score -217129.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -217130.390625 Penalty: 807.230286
	Iteration 67Q: 3 clusters Score -217130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -217130.984375 Penalty: 807.230286
	Iteration 68Q: 3 clusters Score -217131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -217131.921875 Penalty: 807.230286
	Iteration 69Q: 3 clusters Score -217131.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -217132.921875 Penalty: 807.230286
	Iteration 70Q: 3 clusters Score -217132.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -217132.718750 Penalty: 807.230286
	Iteration 71Q: 3 clusters Score -217132.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -217133.750000 Penalty: 807.230286
	Iteration 72Q: 3 clusters Score -217133.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -217134.015625 Penalty: 807.230286
	Iteration 73Q: 3 clusters Score -217134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -217134.671875 Penalty: 807.230286
	Iteration 74Q: 3 clusters Score -217134.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -217135.031250 Penalty: 807.230286
	Iteration 75Q: 3 clusters Score -217135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -217135.687500 Penalty: 807.230286
	Iteration 76Q: 3 clusters Score -217135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -217135.609375 Penalty: 807.230286
	Iteration 77Q: 3 clusters Score -217135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -217136.593750 Penalty: 807.230286
	Iteration 78Q: 3 clusters Score -217136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -217137.187500 Penalty: 807.230286
	Iteration 79Q: 3 clusters Score -217137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -217138.406250 Penalty: 807.230286
	Iteration 80F: 3 clusters Score -217138.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -217139.921875 Penalty: 807.230286
	Iteration 81Q: 3 clusters Score -217139.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -217141.296875 Penalty: 807.230286
	Iteration 82Q: 3 clusters Score -217141.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -217143.718750 Penalty: 807.230286
	Iteration 83Q: 3 clusters Score -217143.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -217145.406250 Penalty: 807.230286
	Iteration 84Q: 3 clusters Score -217145.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -217147.453125 Penalty: 807.230286
	Iteration 85Q: 3 clusters Score -217147.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -217148.562500 Penalty: 807.230286
	Iteration 86Q: 3 clusters Score -217148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -217150.859375 Penalty: 807.230286
	Iteration 87Q: 3 clusters Score -217150.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -217153.093750 Penalty: 807.230286
	Iteration 88Q: 3 clusters Score -217153.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -217155.234375 Penalty: 807.230286
	Iteration 89Q: 3 clusters Score -217155.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -217156.203125 Penalty: 807.230286
	Iteration 90Q: 3 clusters Score -217156.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -217156.718750 Penalty: 807.230286
	Iteration 91Q: 3 clusters Score -217156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -217156.593750 Penalty: 807.230286
	Iteration 92Q: 3 clusters Score -217156.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -217156.828125 Penalty: 807.230286
	Iteration 93Q: 3 clusters Score -217156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -217156.765625 Penalty: 807.230286
	Iteration 94Q: 3 clusters Score -217156.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -217156.765625 Penalty: 807.230286
	Iteration 95F: 3 clusters Score -217156.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -60532.488281 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -60532.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -59182.671875 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -59182.67 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -59753.695312 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -59753.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -59905.429688 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -59905.43 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -60041.757812 Penalty: 685.468750
	Iteration 3F: 3 clusters Score -60041.76 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -60142.179688 Penalty: 685.468750
	Iteration 4F: 3 clusters Score -60142.18 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -60194.542969 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -60194.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -60221.949219 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -60221.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -60245.113281 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -60245.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -60258.953125 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -60258.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -60267.519531 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -60267.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -60270.957031 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -60270.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -60275.207031 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -60275.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -60278.265625 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -60278.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -60281.476562 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -60281.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -60284.125000 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -60284.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -60286.027344 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -60286.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -60287.949219 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -60287.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -60289.140625 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -60289.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -60290.035156 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -60290.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -60290.640625 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -60290.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -60291.664062 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -60291.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -60292.671875 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -60292.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -60293.140625 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -60293.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -60293.785156 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -60293.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -60294.703125 Penalty: 685.468750
	Iteration 24Q: 3 clusters Score -60294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -60295.390625 Penalty: 685.468750
	Iteration 25Q: 3 clusters Score -60295.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -60295.750000 Penalty: 685.468750
	Iteration 26Q: 3 clusters Score -60295.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -60295.750000 Penalty: 685.468750
	Iteration 27F: 3 clusters Score -60295.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Entering Unmasked Estep 
Score: -50925.332031 Penalty: 343.555084
	Iteration 0F: 2 clusters Score -50925.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -49544.496094 Penalty: 687.110168
	Iteration 0F: 3 clusters Score -49544.5 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -49986.441406 Penalty: 687.110168
	Iteration 1F: 3 clusters Score -49986.44 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -50088.519531 Penalty: 687.110168
	Iteration 2F: 3 clusters Score -50088.52 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -50171.742188 Penalty: 687.110168
	Iteration 3F: 3 clusters Score -50171.74 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -50252.792969 Penalty: 687.110168
	Iteration 4F: 3 clusters Score -50252.79 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -50320.687500 Penalty: 687.110168
	Iteration 5F: 3 clusters Score -50320.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -50386.265625 Penalty: 687.110168
	Iteration 6Q: 3 clusters Score -50386.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -50442.898438 Penalty: 687.110168
	Iteration 7Q: 3 clusters Score -50442.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -50486.718750 Penalty: 687.110168
	Iteration 8Q: 3 clusters Score -50486.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -50517.531250 Penalty: 687.110168
	Iteration 9Q: 3 clusters Score -50517.53 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -50542.218750 Penalty: 687.110168
	Iteration 10Q: 3 clusters Score -50542.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50558.597656 Penalty: 687.110168
	Iteration 11Q: 3 clusters Score -50558.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50570.578125 Penalty: 687.110168
	Iteration 12Q: 3 clusters Score -50570.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50583.660156 Penalty: 687.110168
	Iteration 13Q: 3 clusters Score -50583.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50591.699219 Penalty: 687.110168
	Iteration 14Q: 3 clusters Score -50591.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50599.250000 Penalty: 687.110168
	Iteration 15Q: 3 clusters Score -50599.25 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -50604.769531 Penalty: 687.110168
	Iteration 16Q: 3 clusters Score -50604.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -50611.523438 Penalty: 687.110168
	Iteration 17Q: 3 clusters Score -50611.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -50617.453125 Penalty: 687.110168
	Iteration 18Q: 3 clusters Score -50617.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -50621.492188 Penalty: 687.110168
	Iteration 19Q: 3 clusters Score -50621.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -50625.527344 Penalty: 687.110168
	Iteration 20F: 3 clusters Score -50625.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -50628.414062 Penalty: 687.110168
	Iteration 21Q: 3 clusters Score -50628.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -50631.062500 Penalty: 687.110168
	Iteration 22Q: 3 clusters Score -50631.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -50634.046875 Penalty: 687.110168
	Iteration 23Q: 3 clusters Score -50634.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -50636.128906 Penalty: 687.110168
	Iteration 24Q: 3 clusters Score -50636.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -50637.222656 Penalty: 687.110168
	Iteration 25Q: 3 clusters Score -50637.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -50638.152344 Penalty: 687.110168
	Iteration 26Q: 3 clusters Score -50638.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -50639.296875 Penalty: 687.110168
	Iteration 27Q: 3 clusters Score -50639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50640.500000 Penalty: 687.110168
	Iteration 28Q: 3 clusters Score -50640.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -50640.839844 Penalty: 687.110168
	Iteration 29Q: 3 clusters Score -50640.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -50642.460938 Penalty: 687.110168
	Iteration 30Q: 3 clusters Score -50642.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -50643.390625 Penalty: 687.110168
	Iteration 31Q: 3 clusters Score -50643.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -50647.136719 Penalty: 687.110168
	Iteration 32Q: 3 clusters Score -50647.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50652.488281 Penalty: 687.110168
	Iteration 33Q: 3 clusters Score -50652.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50654.488281 Penalty: 687.110168
	Iteration 34Q: 3 clusters Score -50654.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50654.988281 Penalty: 687.110168
	Iteration 35Q: 3 clusters Score -50654.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -50655.781250 Penalty: 687.110168
	Iteration 36Q: 3 clusters Score -50655.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -50656.917969 Penalty: 687.110168
	Iteration 37Q: 3 clusters Score -50656.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -50658.199219 Penalty: 687.110168
	Iteration 38Q: 3 clusters Score -50658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50659.402344 Penalty: 687.110168
	Iteration 39Q: 3 clusters Score -50659.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50659.832031 Penalty: 687.110168
	Iteration 40F: 3 clusters Score -50659.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50660.496094 Penalty: 687.110168
	Iteration 41Q: 3 clusters Score -50660.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -50660.496094 Penalty: 687.110168
	Iteration 42F: 3 clusters Score -50660.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Entering Unmasked Estep 
Score: -23249.755859 Penalty: 302.705261
	Iteration 0F: 2 clusters Score -23249.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -22568.296875 Penalty: 605.410522
	Iteration 0F: 3 clusters Score -22568.3 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22755.988281 Penalty: 605.410522
	Iteration 1F: 3 clusters Score -22755.99 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -22791.777344 Penalty: 605.410522
	Iteration 2F: 3 clusters Score -22791.78 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22816.373047 Penalty: 605.410522
	Iteration 3F: 3 clusters Score -22816.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -22836.937500 Penalty: 605.410522
	Iteration 4Q: 3 clusters Score -22836.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22859.050781 Penalty: 605.410522
	Iteration 5Q: 3 clusters Score -22859.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22878.775391 Penalty: 605.410522
	Iteration 6Q: 3 clusters Score -22878.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -22892.509766 Penalty: 605.410522
	Iteration 7Q: 3 clusters Score -22892.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -22910.697266 Penalty: 605.410522
	Iteration 8Q: 3 clusters Score -22910.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -22925.025391 Penalty: 605.410522
	Iteration 9Q: 3 clusters Score -22925.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -22934.583984 Penalty: 605.410522
	Iteration 10Q: 3 clusters Score -22934.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22943.382812 Penalty: 605.410522
	Iteration 11Q: 3 clusters Score -22943.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22948.253906 Penalty: 605.410522
	Iteration 12Q: 3 clusters Score -22948.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22959.941406 Penalty: 605.410522
	Iteration 13Q: 3 clusters Score -22959.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -22966.039062 Penalty: 605.410522
	Iteration 14Q: 3 clusters Score -22966.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22966.966797 Penalty: 605.410522
	Iteration 15Q: 3 clusters Score -22966.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22967.248047 Penalty: 605.410522
	Iteration 16Q: 3 clusters Score -22967.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22967.248047 Penalty: 605.410522
	Iteration 17F: 3 clusters Score -22967.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -74030.835938 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -74030.84 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 1172 members 
Entering Unmasked Estep 
Score: -72381.531250 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -72381.53 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -72958.703125 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -72958.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -73065.757812 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -73065.76 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -73159.109375 Penalty: 705.345093
	Iteration 3F: 3 clusters Score -73159.11 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -73254.687500 Penalty: 705.345093
	Iteration 4F: 3 clusters Score -73254.69 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -73327.726562 Penalty: 705.345093
	Iteration 5F: 3 clusters Score -73327.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -73390.601562 Penalty: 705.345093
	Iteration 6Q: 3 clusters Score -73390.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -73483.570312 Penalty: 705.345093
	Iteration 7Q: 3 clusters Score -73483.57 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -73585.125000 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -73585.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -73664.695312 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -73664.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -73738.632812 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -73738.63 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -73785.812500 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -73785.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -73811.359375 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -73811.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -73833.062500 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -73833.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -73844.789062 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -73844.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -73848.750000 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -73848.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -73850.109375 Penalty: 705.345093
	Iteration 16Q: 3 clusters Score -73850.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -73851.484375 Penalty: 705.345093
	Iteration 17Q: 3 clusters Score -73851.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -73852.476562 Penalty: 705.345093
	Iteration 18Q: 3 clusters Score -73852.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -73853.617188 Penalty: 705.345093
	Iteration 19Q: 3 clusters Score -73853.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -73855.007812 Penalty: 705.345093
	Iteration 20F: 3 clusters Score -73855.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -73856.203125 Penalty: 705.345093
	Iteration 21Q: 3 clusters Score -73856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -73857.031250 Penalty: 705.345093
	Iteration 22Q: 3 clusters Score -73857.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -73858.093750 Penalty: 705.345093
	Iteration 23Q: 3 clusters Score -73858.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -73859.781250 Penalty: 705.345093
	Iteration 24Q: 3 clusters Score -73859.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -73864.296875 Penalty: 705.345093
	Iteration 25Q: 3 clusters Score -73864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -73868.835938 Penalty: 705.345093
	Iteration 26Q: 3 clusters Score -73868.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -73871.914062 Penalty: 705.345093
	Iteration 27Q: 3 clusters Score -73871.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -73873.843750 Penalty: 705.345093
	Iteration 28Q: 3 clusters Score -73873.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -73874.414062 Penalty: 705.345093
	Iteration 29Q: 3 clusters Score -73874.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -73874.773438 Penalty: 705.345093
	Iteration 30Q: 3 clusters Score -73874.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -73875.148438 Penalty: 705.345093
	Iteration 31Q: 3 clusters Score -73875.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -73875.148438 Penalty: 705.345093
	Iteration 32F: 3 clusters Score -73875.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -14593.698242 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -14593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -14111.658203 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -14111.66 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -14208.158203 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -14208.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14231.571289 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -14231.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -14247.965820 Penalty: 561.244019
	Iteration 3Q: 3 clusters Score -14247.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14268.078125 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -14268.08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -14277.151367 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -14277.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -14288.220703 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -14288.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -14291.572266 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -14291.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -14296.728516 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -14296.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -14304.766602 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -14304.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14308.055664 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -14308.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14310.485352 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -14310.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14311.877930 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -14311.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -14312.129883 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -14312.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14312.390625 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -14312.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14312.390625 Penalty: 561.244019
	Iteration 15F: 3 clusters Score -14312.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -74605.656250 Penalty: 351.098969
	Iteration 0F: 2 clusters Score -74605.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -72969.085938 Penalty: 702.197937
	Iteration 0F: 3 clusters Score -72969.09 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -73580.054688 Penalty: 702.197937
	Iteration 1F: 3 clusters Score -73580.05 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73670.851562 Penalty: 702.197937
	Iteration 2F: 3 clusters Score -73670.85 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -73741.390625 Penalty: 702.197937
	Iteration 3F: 3 clusters Score -73741.39 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -73797.468750 Penalty: 702.197937
	Iteration 4Q: 3 clusters Score -73797.47 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -73842.953125 Penalty: 702.197937
	Iteration 5Q: 3 clusters Score -73842.95 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -73894.984375 Penalty: 702.197937
	Iteration 6Q: 3 clusters Score -73894.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -73941.859375 Penalty: 702.197937
	Iteration 7Q: 3 clusters Score -73941.86 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -73988.406250 Penalty: 702.197937
	Iteration 8Q: 3 clusters Score -73988.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -74029.976562 Penalty: 702.197937
	Iteration 9Q: 3 clusters Score -74029.98 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -74062.804688 Penalty: 702.197937
	Iteration 10Q: 3 clusters Score -74062.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -74086.218750 Penalty: 702.197937
	Iteration 11Q: 3 clusters Score -74086.22 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -74103.054688 Penalty: 702.197937
	Iteration 12Q: 3 clusters Score -74103.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -74113.398438 Penalty: 702.197937
	Iteration 13Q: 3 clusters Score -74113.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -74119.843750 Penalty: 702.197937
	Iteration 14Q: 3 clusters Score -74119.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -74124.070312 Penalty: 702.197937
	Iteration 15Q: 3 clusters Score -74124.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -74127.312500 Penalty: 702.197937
	Iteration 16Q: 3 clusters Score -74127.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -74131.539062 Penalty: 702.197937
	Iteration 17Q: 3 clusters Score -74131.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -74137.421875 Penalty: 702.197937
	Iteration 18Q: 3 clusters Score -74137.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -74142.570312 Penalty: 702.197937
	Iteration 19Q: 3 clusters Score -74142.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -74144.828125 Penalty: 702.197937
	Iteration 20F: 3 clusters Score -74144.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -74145.742188 Penalty: 702.197937
	Iteration 21Q: 3 clusters Score -74145.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -74146.500000 Penalty: 702.197937
	Iteration 22Q: 3 clusters Score -74146.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -74147.492188 Penalty: 702.197937
	Iteration 23Q: 3 clusters Score -74147.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -74149.625000 Penalty: 702.197937
	Iteration 24Q: 3 clusters Score -74149.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -74150.906250 Penalty: 702.197937
	Iteration 25Q: 3 clusters Score -74150.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -74151.257812 Penalty: 702.197937
	Iteration 26Q: 3 clusters Score -74151.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -74151.445312 Penalty: 702.197937
	Iteration 27Q: 3 clusters Score -74151.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -74151.765625 Penalty: 702.197937
	Iteration 28Q: 3 clusters Score -74151.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -74151.796875 Penalty: 702.197937
	Iteration 29Q: 3 clusters Score -74151.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -74151.867188 Penalty: 702.197937
	Iteration 30Q: 3 clusters Score -74151.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -74152.367188 Penalty: 702.197937
	Iteration 31Q: 3 clusters Score -74152.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -74152.992188 Penalty: 702.197937
	Iteration 32Q: 3 clusters Score -74152.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -74153.312500 Penalty: 702.197937
	Iteration 33Q: 3 clusters Score -74153.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -74153.304688 Penalty: 702.197937
	Iteration 34Q: 3 clusters Score -74153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -74153.304688 Penalty: 702.197937
	Iteration 35F: 3 clusters Score -74153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -187520.734375 Penalty: 391.126617
	Iteration 0F: 2 clusters Score -187520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -183867.578125 Penalty: 782.253235
	Iteration 0F: 3 clusters Score -183867.6 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -185344.015625 Penalty: 782.253235
	Iteration 1F: 3 clusters Score -185344 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -185542.578125 Penalty: 782.253235
	Iteration 2F: 3 clusters Score -185542.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -185756.671875 Penalty: 782.253235
	Iteration 3F: 3 clusters Score -185756.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -186004.531250 Penalty: 782.253235
	Iteration 4F: 3 clusters Score -186004.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -186219.140625 Penalty: 782.253235
	Iteration 5F: 3 clusters Score -186219.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -186350.890625 Penalty: 782.253235
	Iteration 6Q: 3 clusters Score -186350.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -186411.609375 Penalty: 782.253235
	Iteration 7Q: 3 clusters Score -186411.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -186452.312500 Penalty: 782.253235
	Iteration 8Q: 3 clusters Score -186452.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -186486.156250 Penalty: 782.253235
	Iteration 9Q: 3 clusters Score -186486.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -186520.296875 Penalty: 782.253235
	Iteration 10Q: 3 clusters Score -186520.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -186562.781250 Penalty: 782.253235
	Iteration 11Q: 3 clusters Score -186562.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -186596.062500 Penalty: 782.253235
	Iteration 12Q: 3 clusters Score -186596.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -186624.625000 Penalty: 782.253235
	Iteration 13Q: 3 clusters Score -186624.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -186657.234375 Penalty: 782.253235
	Iteration 14Q: 3 clusters Score -186657.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -186698.406250 Penalty: 782.253235
	Iteration 15Q: 3 clusters Score -186698.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -186741.828125 Penalty: 782.253235
	Iteration 16Q: 3 clusters Score -186741.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -186774.250000 Penalty: 782.253235
	Iteration 17Q: 3 clusters Score -186774.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -186809.953125 Penalty: 782.253235
	Iteration 18Q: 3 clusters Score -186810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -186840.328125 Penalty: 782.253235
	Iteration 19Q: 3 clusters Score -186840.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -186868.390625 Penalty: 782.253235
	Iteration 20F: 3 clusters Score -186868.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -186895.078125 Penalty: 782.253235
	Iteration 21Q: 3 clusters Score -186895.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -186916.406250 Penalty: 782.253235
	Iteration 22Q: 3 clusters Score -186916.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -186929.906250 Penalty: 782.253235
	Iteration 23Q: 3 clusters Score -186929.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -186940.515625 Penalty: 782.253235
	Iteration 24Q: 3 clusters Score -186940.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -186950.937500 Penalty: 782.253235
	Iteration 25Q: 3 clusters Score -186950.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -186964.234375 Penalty: 782.253235
	Iteration 26Q: 3 clusters Score -186964.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -186977.656250 Penalty: 782.253235
	Iteration 27Q: 3 clusters Score -186977.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -186986.312500 Penalty: 782.253235
	Iteration 28Q: 3 clusters Score -186986.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -186992.515625 Penalty: 782.253235
	Iteration 29Q: 3 clusters Score -186992.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -186999.781250 Penalty: 782.253235
	Iteration 30Q: 3 clusters Score -186999.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -187006.484375 Penalty: 782.253235
	Iteration 31Q: 3 clusters Score -187006.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -187015.046875 Penalty: 782.253235
	Iteration 32Q: 3 clusters Score -187015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -187021.484375 Penalty: 782.253235
	Iteration 33Q: 3 clusters Score -187021.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -187026.093750 Penalty: 782.253235
	Iteration 34Q: 3 clusters Score -187026.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -187031.265625 Penalty: 782.253235
	Iteration 35Q: 3 clusters Score -187031.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -187036.953125 Penalty: 782.253235
	Iteration 36Q: 3 clusters Score -187037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -187040.000000 Penalty: 782.253235
	Iteration 37Q: 3 clusters Score -187040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -187043.796875 Penalty: 782.253235
	Iteration 38Q: 3 clusters Score -187043.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -187044.781250 Penalty: 782.253235
	Iteration 39Q: 3 clusters Score -187044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -187045.437500 Penalty: 782.253235
	Iteration 40F: 3 clusters Score -187045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -187046.812500 Penalty: 782.253235
	Iteration 41Q: 3 clusters Score -187046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -187047.765625 Penalty: 782.253235
	Iteration 42Q: 3 clusters Score -187047.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -187048.687500 Penalty: 782.253235
	Iteration 43Q: 3 clusters Score -187048.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -187048.875000 Penalty: 782.253235
	Iteration 44Q: 3 clusters Score -187048.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -187049.890625 Penalty: 782.253235
	Iteration 45Q: 3 clusters Score -187049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -187051.703125 Penalty: 782.253235
	Iteration 46Q: 3 clusters Score -187051.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -187052.968750 Penalty: 782.253235
	Iteration 47Q: 3 clusters Score -187053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -187053.546875 Penalty: 782.253235
	Iteration 48Q: 3 clusters Score -187053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -187054.109375 Penalty: 782.253235
	Iteration 49Q: 3 clusters Score -187054.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -187054.468750 Penalty: 782.253235
	Iteration 50Q: 3 clusters Score -187054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -187055.109375 Penalty: 782.253235
	Iteration 51Q: 3 clusters Score -187055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -187055.828125 Penalty: 782.253235
	Iteration 52Q: 3 clusters Score -187055.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -187056.359375 Penalty: 782.253235
	Iteration 53Q: 3 clusters Score -187056.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -187058.437500 Penalty: 782.253235
	Iteration 54Q: 3 clusters Score -187058.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -187059.953125 Penalty: 782.253235
	Iteration 55Q: 3 clusters Score -187060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -187061.015625 Penalty: 782.253235
	Iteration 56Q: 3 clusters Score -187061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -187061.609375 Penalty: 782.253235
	Iteration 57Q: 3 clusters Score -187061.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -187062.265625 Penalty: 782.253235
	Iteration 58Q: 3 clusters Score -187062.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -187062.859375 Penalty: 782.253235
	Iteration 59Q: 3 clusters Score -187062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -187063.093750 Penalty: 782.253235
	Iteration 60F: 3 clusters Score -187063.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -187063.343750 Penalty: 782.253235
	Iteration 61Q: 3 clusters Score -187063.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -187063.343750 Penalty: 782.253235
	Iteration 62F: 3 clusters Score -187063.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -501474.937500 Penalty: 439.426025
	Iteration 0F: 2 clusters Score -501474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -491100.250000 Penalty: 878.852051
	Iteration 0F: 3 clusters Score -491100.2 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -496003.312500 Penalty: 878.852051
	Iteration 1F: 3 clusters Score -496003.3 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -496830.875000 Penalty: 878.852051
	Iteration 2F: 3 clusters Score -496830.9 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -497800.875000 Penalty: 878.852051
	Iteration 3F: 3 clusters Score -497800.9 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -498629.562500 Penalty: 878.852051
	Iteration 4F: 3 clusters Score -498629.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -499105.562500 Penalty: 878.852051
	Iteration 5F: 3 clusters Score -499105.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -499375.437500 Penalty: 878.852051
	Iteration 6Q: 3 clusters Score -499375.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -499516.937500 Penalty: 878.852051
	Iteration 7Q: 3 clusters Score -499516.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -499642.968750 Penalty: 878.852051
	Iteration 8Q: 3 clusters Score -499643 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -499749.968750 Penalty: 878.852051
	Iteration 9Q: 3 clusters Score -499750 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -499832.687500 Penalty: 878.852051
	Iteration 10Q: 3 clusters Score -499832.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -499905.531250 Penalty: 878.852051
	Iteration 11Q: 3 clusters Score -499905.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -499986.250000 Penalty: 878.852051
	Iteration 12Q: 3 clusters Score -499986.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -500081.468750 Penalty: 878.852051
	Iteration 13Q: 3 clusters Score -500081.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -500179.781250 Penalty: 878.852051
	Iteration 14Q: 3 clusters Score -500179.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -500284.593750 Penalty: 878.852051
	Iteration 15Q: 3 clusters Score -500284.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -500377.281250 Penalty: 878.852051
	Iteration 16Q: 3 clusters Score -500377.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -500480.656250 Penalty: 878.852051
	Iteration 17Q: 3 clusters Score -500480.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -500586.062500 Penalty: 878.852051
	Iteration 18Q: 3 clusters Score -500586.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -500679.281250 Penalty: 878.852051
	Iteration 19Q: 3 clusters Score -500679.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -500771.031250 Penalty: 878.852051
	Iteration 20F: 3 clusters Score -500771 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 14613 members 
Entering Unmasked Estep 
Score: -500845.968750 Penalty: 878.852051
	Iteration 21Q: 3 clusters Score -500846 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -500913.312500 Penalty: 878.852051
	Iteration 22Q: 3 clusters Score -500913.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -500970.187500 Penalty: 878.852051
	Iteration 23Q: 3 clusters Score -500970.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -501003.812500 Penalty: 878.852051
	Iteration 24Q: 3 clusters Score -501003.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -501024.781250 Penalty: 878.852051
	Iteration 25Q: 3 clusters Score -501024.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -501044.718750 Penalty: 878.852051
	Iteration 26Q: 3 clusters Score -501044.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -501062.531250 Penalty: 878.852051
	Iteration 27Q: 3 clusters Score -501062.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -501078.437500 Penalty: 878.852051
	Iteration 28Q: 3 clusters Score -501078.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -501097.468750 Penalty: 878.852051
	Iteration 29Q: 3 clusters Score -501097.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -501110.718750 Penalty: 878.852051
	Iteration 30Q: 3 clusters Score -501110.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -501123.093750 Penalty: 878.852051
	Iteration 31Q: 3 clusters Score -501123.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -501136.187500 Penalty: 878.852051
	Iteration 32Q: 3 clusters Score -501136.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -501150.562500 Penalty: 878.852051
	Iteration 33Q: 3 clusters Score -501150.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -501159.343750 Penalty: 878.852051
	Iteration 34Q: 3 clusters Score -501159.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -501164.125000 Penalty: 878.852051
	Iteration 35Q: 3 clusters Score -501164.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -501170.593750 Penalty: 878.852051
	Iteration 36Q: 3 clusters Score -501170.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -501174.218750 Penalty: 878.852051
	Iteration 37Q: 3 clusters Score -501174.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -501180.218750 Penalty: 878.852051
	Iteration 38Q: 3 clusters Score -501180.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -501184.875000 Penalty: 878.852051
	Iteration 39Q: 3 clusters Score -501184.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -501187.187500 Penalty: 878.852051
	Iteration 40F: 3 clusters Score -501187.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -501187.406250 Penalty: 878.852051
	Iteration 41Q: 3 clusters Score -501187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -501188.187500 Penalty: 878.852051
	Iteration 42Q: 3 clusters Score -501188.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -501188.906250 Penalty: 878.852051
	Iteration 43Q: 3 clusters Score -501188.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -501189.250000 Penalty: 878.852051
	Iteration 44Q: 3 clusters Score -501189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -501190.562500 Penalty: 878.852051
	Iteration 45Q: 3 clusters Score -501190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -501190.656250 Penalty: 878.852051
	Iteration 46Q: 3 clusters Score -501190.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -501191.218750 Penalty: 878.852051
	Iteration 47Q: 3 clusters Score -501191.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -501190.718750 Penalty: 878.852051
	Iteration 48Q: 3 clusters Score -501190.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -501190.718750 Penalty: 878.852051
	Iteration 49F: 3 clusters Score -501190.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Entering Unmasked Estep 
Score: -1408369.125000 Penalty: 486.609467
	Iteration 0F: 2 clusters Score -1408369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -1378803.875000 Penalty: 973.218933
	Iteration 0F: 3 clusters Score -1378804 nChanged 21351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -1392975.250000 Penalty: 973.218933
	Iteration 1F: 3 clusters Score -1392975 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1395557.000000 Penalty: 973.218933
	Iteration 2F: 3 clusters Score -1395557 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1399312.500000 Penalty: 973.218933
	Iteration 3F: 3 clusters Score -1399312 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1403148.625000 Penalty: 973.218933
	Iteration 4F: 3 clusters Score -1403149 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1405725.000000 Penalty: 973.218933
	Iteration 5F: 3 clusters Score -1405725 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1407098.500000 Penalty: 973.218933
	Iteration 6Q: 3 clusters Score -1407098 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1407697.250000 Penalty: 973.218933
	Iteration 7Q: 3 clusters Score -1407697 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1407939.625000 Penalty: 973.218933
	Iteration 8Q: 3 clusters Score -1407940 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1408006.500000 Penalty: 973.218933
	Iteration 9Q: 3 clusters Score -1408006 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1408032.375000 Penalty: 973.218933
	Iteration 10Q: 3 clusters Score -1408032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1408059.375000 Penalty: 973.218933
	Iteration 11Q: 3 clusters Score -1408059 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1408071.000000 Penalty: 973.218933
	Iteration 12Q: 3 clusters Score -1408071 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1408077.000000 Penalty: 973.218933
	Iteration 13Q: 3 clusters Score -1408077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1408081.750000 Penalty: 973.218933
	Iteration 14Q: 3 clusters Score -1408082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1408088.000000 Penalty: 973.218933
	Iteration 15Q: 3 clusters Score -1408088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1408097.625000 Penalty: 973.218933
	Iteration 16Q: 3 clusters Score -1408098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1408105.500000 Penalty: 973.218933
	Iteration 17Q: 3 clusters Score -1408106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1408106.875000 Penalty: 973.218933
	Iteration 18Q: 3 clusters Score -1408107 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1408114.875000 Penalty: 973.218933
	Iteration 19Q: 3 clusters Score -1408115 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1408119.125000 Penalty: 973.218933
	Iteration 20F: 3 clusters Score -1408119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1408122.625000 Penalty: 973.218933
	Iteration 21Q: 3 clusters Score -1408123 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1408128.625000 Penalty: 973.218933
	Iteration 22Q: 3 clusters Score -1408129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1408127.500000 Penalty: 973.218933
	Iteration 23Q: 3 clusters Score -1408128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1408132.375000 Penalty: 973.218933
	Iteration 24Q: 3 clusters Score -1408132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1408131.500000 Penalty: 973.218933
	Iteration 25Q: 3 clusters Score -1408132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1408130.625000 Penalty: 973.218933
	Iteration 26Q: 3 clusters Score -1408131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1408133.250000 Penalty: 973.218933
	Iteration 27Q: 3 clusters Score -1408133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1408135.750000 Penalty: 973.218933
	Iteration 28Q: 3 clusters Score -1408136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1408135.625000 Penalty: 973.218933
	Iteration 29Q: 3 clusters Score -1408136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1408135.000000 Penalty: 973.218933
	Iteration 30Q: 3 clusters Score -1408135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1408137.375000 Penalty: 973.218933
	Iteration 31Q: 3 clusters Score -1408137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1408137.625000 Penalty: 973.218933
	Iteration 32Q: 3 clusters Score -1408138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1408137.875000 Penalty: 973.218933
	Iteration 33Q: 3 clusters Score -1408138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1408139.000000 Penalty: 973.218933
	Iteration 34Q: 3 clusters Score -1408139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1408138.250000 Penalty: 973.218933
	Iteration 35Q: 3 clusters Score -1408138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1408139.250000 Penalty: 973.218933
	Iteration 36Q: 3 clusters Score -1408139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43558 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1408139.000000 Penalty: 973.218933
	Iteration 37Q: 3 clusters Score -1408139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1408139.250000 Penalty: 973.218933
	Iteration 38Q: 3 clusters Score -1408139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1408139.125000 Penalty: 973.218933
	Iteration 39Q: 3 clusters Score -1408139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1408139.125000 Penalty: 973.218933
	Iteration 40F: 3 clusters Score -1408139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -78146.390625 Penalty: 353.717682
	Iteration 0F: 2 clusters Score -78146.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -76448.632812 Penalty: 707.435364
	Iteration 0F: 3 clusters Score -76448.63 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -76973.726562 Penalty: 707.435364
	Iteration 1F: 3 clusters Score -76973.73 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -77033.226562 Penalty: 707.435364
	Iteration 2F: 3 clusters Score -77033.23 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -77075.656250 Penalty: 707.435364
	Iteration 3Q: 3 clusters Score -77075.66 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -77113.773438 Penalty: 707.435364
	Iteration 4Q: 3 clusters Score -77113.77 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -77145.015625 Penalty: 707.435364
	Iteration 5Q: 3 clusters Score -77145.02 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -77182.515625 Penalty: 707.435364
	Iteration 6Q: 3 clusters Score -77182.52 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -77228.812500 Penalty: 707.435364
	Iteration 7Q: 3 clusters Score -77228.81 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -77290.710938 Penalty: 707.435364
	Iteration 8Q: 3 clusters Score -77290.71 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -77366.476562 Penalty: 707.435364
	Iteration 9Q: 3 clusters Score -77366.48 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -77455.328125 Penalty: 707.435364
	Iteration 10Q: 3 clusters Score -77455.33 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -77530.304688 Penalty: 707.435364
	Iteration 11Q: 3 clusters Score -77530.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -77597.421875 Penalty: 707.435364
	Iteration 12Q: 3 clusters Score -77597.42 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -77635.125000 Penalty: 707.435364
	Iteration 13Q: 3 clusters Score -77635.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -77665.726562 Penalty: 707.435364
	Iteration 14Q: 3 clusters Score -77665.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -77688.304688 Penalty: 707.435364
	Iteration 15Q: 3 clusters Score -77688.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -77702.359375 Penalty: 707.435364
	Iteration 16Q: 3 clusters Score -77702.36 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -77711.148438 Penalty: 707.435364
	Iteration 17Q: 3 clusters Score -77711.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -77716.515625 Penalty: 707.435364
	Iteration 18Q: 3 clusters Score -77716.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -77720.453125 Penalty: 707.435364
	Iteration 19Q: 3 clusters Score -77720.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -77723.351562 Penalty: 707.435364
	Iteration 20F: 3 clusters Score -77723.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -77725.125000 Penalty: 707.435364
	Iteration 21Q: 3 clusters Score -77725.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -77728.765625 Penalty: 707.435364
	Iteration 22Q: 3 clusters Score -77728.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -77734.492188 Penalty: 707.435364
	Iteration 23Q: 3 clusters Score -77734.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77737.414062 Penalty: 707.435364
	Iteration 24Q: 3 clusters Score -77737.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -77740.460938 Penalty: 707.435364
	Iteration 25Q: 3 clusters Score -77740.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -77742.671875 Penalty: 707.435364
	Iteration 26Q: 3 clusters Score -77742.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -77744.648438 Penalty: 707.435364
	Iteration 27Q: 3 clusters Score -77744.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -77746.757812 Penalty: 707.435364
	Iteration 28Q: 3 clusters Score -77746.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -77748.382812 Penalty: 707.435364
	Iteration 29Q: 3 clusters Score -77748.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -77749.875000 Penalty: 707.435364
	Iteration 30Q: 3 clusters Score -77749.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -77751.562500 Penalty: 707.435364
	Iteration 31Q: 3 clusters Score -77751.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -77752.359375 Penalty: 707.435364
	Iteration 32Q: 3 clusters Score -77752.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -77753.734375 Penalty: 707.435364
	Iteration 33Q: 3 clusters Score -77753.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -77754.375000 Penalty: 707.435364
	Iteration 34Q: 3 clusters Score -77754.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -77754.656250 Penalty: 707.435364
	Iteration 35Q: 3 clusters Score -77754.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -77755.671875 Penalty: 707.435364
	Iteration 36Q: 3 clusters Score -77755.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77756.117188 Penalty: 707.435364
	Iteration 37Q: 3 clusters Score -77756.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -77756.531250 Penalty: 707.435364
	Iteration 38Q: 3 clusters Score -77756.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -77756.953125 Penalty: 707.435364
	Iteration 39Q: 3 clusters Score -77756.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -77757.640625 Penalty: 707.435364
	Iteration 40F: 3 clusters Score -77757.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -77758.054688 Penalty: 707.435364
	Iteration 41Q: 3 clusters Score -77758.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77758.132812 Penalty: 707.435364
	Iteration 42Q: 3 clusters Score -77758.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -77758.132812 Penalty: 707.435364
	Iteration 43F: 3 clusters Score -77758.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Entering Unmasked Estep 
Score: -464553.031250 Penalty: 440.964661
	Iteration 0F: 2 clusters Score -464553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -453697.875000 Penalty: 881.929321
	Iteration 0F: 3 clusters Score -453697.9 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -458150.187500 Penalty: 881.929321
	Iteration 1F: 3 clusters Score -458150.2 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -458603.031250 Penalty: 881.929321
	Iteration 2F: 3 clusters Score -458603 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -459365.062500 Penalty: 881.929321
	Iteration 3F: 3 clusters Score -459365.1 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -460509.406250 Penalty: 881.929321
	Iteration 4F: 3 clusters Score -460509.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -461725.343750 Penalty: 881.929321
	Iteration 5F: 3 clusters Score -461725.3 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -462358.812500 Penalty: 881.929321
	Iteration 6F: 3 clusters Score -462358.8 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -462592.218750 Penalty: 881.929321
	Iteration 7Q: 3 clusters Score -462592.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -462721.093750 Penalty: 881.929321
	Iteration 8Q: 3 clusters Score -462721.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -462805.562500 Penalty: 881.929321
	Iteration 9Q: 3 clusters Score -462805.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -462869.687500 Penalty: 881.929321
	Iteration 10Q: 3 clusters Score -462869.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -462916.781250 Penalty: 881.929321
	Iteration 11Q: 3 clusters Score -462916.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -462952.812500 Penalty: 881.929321
	Iteration 12Q: 3 clusters Score -462952.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -462983.750000 Penalty: 881.929321
	Iteration 13Q: 3 clusters Score -462983.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -463007.187500 Penalty: 881.929321
	Iteration 14Q: 3 clusters Score -463007.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -463033.750000 Penalty: 881.929321
	Iteration 15Q: 3 clusters Score -463033.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -463061.781250 Penalty: 881.929321
	Iteration 16Q: 3 clusters Score -463061.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -463090.906250 Penalty: 881.929321
	Iteration 17Q: 3 clusters Score -463090.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -463122.312500 Penalty: 881.929321
	Iteration 18Q: 3 clusters Score -463122.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -463171.218750 Penalty: 881.929321
	Iteration 19Q: 3 clusters Score -463171.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -463222.531250 Penalty: 881.929321
	Iteration 20F: 3 clusters Score -463222.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -463272.937500 Penalty: 881.929321
	Iteration 21Q: 3 clusters Score -463272.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -463327.906250 Penalty: 881.929321
	Iteration 22Q: 3 clusters Score -463327.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -463378.687500 Penalty: 881.929321
	Iteration 23Q: 3 clusters Score -463378.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -463434.343750 Penalty: 881.929321
	Iteration 24Q: 3 clusters Score -463434.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -463491.875000 Penalty: 881.929321
	Iteration 25Q: 3 clusters Score -463491.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -463551.250000 Penalty: 881.929321
	Iteration 26Q: 3 clusters Score -463551.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -463611.812500 Penalty: 881.929321
	Iteration 27Q: 3 clusters Score -463611.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -463676.156250 Penalty: 881.929321
	Iteration 28Q: 3 clusters Score -463676.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -463741.375000 Penalty: 881.929321
	Iteration 29Q: 3 clusters Score -463741.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -463804.343750 Penalty: 881.929321
	Iteration 30Q: 3 clusters Score -463804.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -463858.375000 Penalty: 881.929321
	Iteration 31Q: 3 clusters Score -463858.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -463898.968750 Penalty: 881.929321
	Iteration 32Q: 3 clusters Score -463899 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -463927.312500 Penalty: 881.929321
	Iteration 33Q: 3 clusters Score -463927.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -463953.437500 Penalty: 881.929321
	Iteration 34Q: 3 clusters Score -463953.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -463978.781250 Penalty: 881.929321
	Iteration 35Q: 3 clusters Score -463978.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -463997.406250 Penalty: 881.929321
	Iteration 36Q: 3 clusters Score -463997.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -464015.843750 Penalty: 881.929321
	Iteration 37Q: 3 clusters Score -464015.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -464031.812500 Penalty: 881.929321
	Iteration 38Q: 3 clusters Score -464031.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -464043.531250 Penalty: 881.929321
	Iteration 39Q: 3 clusters Score -464043.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -464056.375000 Penalty: 881.929321
	Iteration 40F: 3 clusters Score -464056.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -464065.843750 Penalty: 881.929321
	Iteration 41Q: 3 clusters Score -464065.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -464079.218750 Penalty: 881.929321
	Iteration 42Q: 3 clusters Score -464079.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -464094.531250 Penalty: 881.929321
	Iteration 43Q: 3 clusters Score -464094.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -464111.250000 Penalty: 881.929321
	Iteration 44Q: 3 clusters Score -464111.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -464120.812500 Penalty: 881.929321
	Iteration 45Q: 3 clusters Score -464120.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -464130.218750 Penalty: 881.929321
	Iteration 46Q: 3 clusters Score -464130.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -464137.437500 Penalty: 881.929321
	Iteration 47Q: 3 clusters Score -464137.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -464143.718750 Penalty: 881.929321
	Iteration 48Q: 3 clusters Score -464143.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -464150.562500 Penalty: 881.929321
	Iteration 49Q: 3 clusters Score -464150.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -464154.875000 Penalty: 881.929321
	Iteration 50Q: 3 clusters Score -464154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -464159.250000 Penalty: 881.929321
	Iteration 51Q: 3 clusters Score -464159.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -464166.000000 Penalty: 881.929321
	Iteration 52Q: 3 clusters Score -464166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -464170.812500 Penalty: 881.929321
	Iteration 53Q: 3 clusters Score -464170.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -464172.156250 Penalty: 881.929321
	Iteration 54Q: 3 clusters Score -464172.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -464172.656250 Penalty: 881.929321
	Iteration 55Q: 3 clusters Score -464172.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -464173.812500 Penalty: 881.929321
	Iteration 56Q: 3 clusters Score -464173.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -464176.906250 Penalty: 881.929321
	Iteration 57Q: 3 clusters Score -464176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -464178.843750 Penalty: 881.929321
	Iteration 58Q: 3 clusters Score -464178.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -464182.437500 Penalty: 881.929321
	Iteration 59Q: 3 clusters Score -464182.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -464185.031250 Penalty: 881.929321
	Iteration 60F: 3 clusters Score -464185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -464188.343750 Penalty: 881.929321
	Iteration 61Q: 3 clusters Score -464188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -464188.906250 Penalty: 881.929321
	Iteration 62Q: 3 clusters Score -464188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -464189.312500 Penalty: 881.929321
	Iteration 63Q: 3 clusters Score -464189.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -464189.875000 Penalty: 881.929321
	Iteration 64Q: 3 clusters Score -464189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -464190.250000 Penalty: 881.929321
	Iteration 65Q: 3 clusters Score -464190.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -464190.468750 Penalty: 881.929321
	Iteration 66Q: 3 clusters Score -464190.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -464190.875000 Penalty: 881.929321
	Iteration 67Q: 3 clusters Score -464190.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -464190.750000 Penalty: 881.929321
	Iteration 68Q: 3 clusters Score -464190.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -464190.937500 Penalty: 881.929321
	Iteration 69Q: 3 clusters Score -464190.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -464190.937500 Penalty: 881.929321
	Iteration 70F: 3 clusters Score -464190.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Entering Unmasked Estep 
Score: -776584.375000 Penalty: 459.327026
	Iteration 0F: 2 clusters Score -776584.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -760363.062500 Penalty: 918.654053
	Iteration 0F: 3 clusters Score -760363.1 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -767688.875000 Penalty: 918.654053
	Iteration 1F: 3 clusters Score -767688.9 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -768766.625000 Penalty: 918.654053
	Iteration 2F: 3 clusters Score -768766.6 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -770434.250000 Penalty: 918.654053
	Iteration 3F: 3 clusters Score -770434.2 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -771925.062500 Penalty: 918.654053
	Iteration 4F: 3 clusters Score -771925.1 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -772703.250000 Penalty: 918.654053
	Iteration 5F: 3 clusters Score -772703.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -773040.250000 Penalty: 918.654053
	Iteration 6Q: 3 clusters Score -773040.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -773270.937500 Penalty: 918.654053
	Iteration 7Q: 3 clusters Score -773270.9 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -773498.187500 Penalty: 918.654053
	Iteration 8Q: 3 clusters Score -773498.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -773740.937500 Penalty: 918.654053
	Iteration 9Q: 3 clusters Score -773740.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -773991.437500 Penalty: 918.654053
	Iteration 10Q: 3 clusters Score -773991.4 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -774274.312500 Penalty: 918.654053
	Iteration 11Q: 3 clusters Score -774274.3 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -774569.062500 Penalty: 918.654053
	Iteration 12Q: 3 clusters Score -774569.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -774866.625000 Penalty: 918.654053
	Iteration 13Q: 3 clusters Score -774866.6 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -775122.500000 Penalty: 918.654053
	Iteration 14Q: 3 clusters Score -775122.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -775322.875000 Penalty: 918.654053
	Iteration 15Q: 3 clusters Score -775322.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -775473.187500 Penalty: 918.654053
	Iteration 16Q: 3 clusters Score -775473.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -775564.937500 Penalty: 918.654053
	Iteration 17Q: 3 clusters Score -775564.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -775645.812500 Penalty: 918.654053
	Iteration 18Q: 3 clusters Score -775645.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -775713.250000 Penalty: 918.654053
	Iteration 19Q: 3 clusters Score -775713.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -775784.062500 Penalty: 918.654053
	Iteration 20F: 3 clusters Score -775784.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -775840.187500 Penalty: 918.654053
	Iteration 21Q: 3 clusters Score -775840.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -775886.437500 Penalty: 918.654053
	Iteration 22Q: 3 clusters Score -775886.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -775936.937500 Penalty: 918.654053
	Iteration 23Q: 3 clusters Score -775936.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -775981.625000 Penalty: 918.654053
	Iteration 24Q: 3 clusters Score -775981.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -776022.750000 Penalty: 918.654053
	Iteration 25Q: 3 clusters Score -776022.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -776052.500000 Penalty: 918.654053
	Iteration 26Q: 3 clusters Score -776052.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -776078.500000 Penalty: 918.654053
	Iteration 27Q: 3 clusters Score -776078.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -776101.562500 Penalty: 918.654053
	Iteration 28Q: 3 clusters Score -776101.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -776121.312500 Penalty: 918.654053
	Iteration 29Q: 3 clusters Score -776121.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -776143.312500 Penalty: 918.654053
	Iteration 30Q: 3 clusters Score -776143.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -776165.562500 Penalty: 918.654053
	Iteration 31Q: 3 clusters Score -776165.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -776181.875000 Penalty: 918.654053
	Iteration 32Q: 3 clusters Score -776181.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -776197.875000 Penalty: 918.654053
	Iteration 33Q: 3 clusters Score -776197.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -776217.875000 Penalty: 918.654053
	Iteration 34Q: 3 clusters Score -776217.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -776236.000000 Penalty: 918.654053
	Iteration 35Q: 3 clusters Score -776236 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -776252.312500 Penalty: 918.654053
	Iteration 36Q: 3 clusters Score -776252.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -776273.312500 Penalty: 918.654053
	Iteration 37Q: 3 clusters Score -776273.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -776284.125000 Penalty: 918.654053
	Iteration 38Q: 3 clusters Score -776284.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -776299.562500 Penalty: 918.654053
	Iteration 39Q: 3 clusters Score -776299.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -776314.750000 Penalty: 918.654053
	Iteration 40F: 3 clusters Score -776314.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -776326.437500 Penalty: 918.654053
	Iteration 41Q: 3 clusters Score -776326.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -776338.500000 Penalty: 918.654053
	Iteration 42Q: 3 clusters Score -776338.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -776347.062500 Penalty: 918.654053
	Iteration 43Q: 3 clusters Score -776347.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -776352.062500 Penalty: 918.654053
	Iteration 44Q: 3 clusters Score -776352.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -776357.750000 Penalty: 918.654053
	Iteration 45Q: 3 clusters Score -776357.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -776363.125000 Penalty: 918.654053
	Iteration 46Q: 3 clusters Score -776363.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -776368.562500 Penalty: 918.654053
	Iteration 47Q: 3 clusters Score -776368.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -776368.687500 Penalty: 918.654053
	Iteration 48Q: 3 clusters Score -776368.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -776371.375000 Penalty: 918.654053
	Iteration 49Q: 3 clusters Score -776371.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -776374.500000 Penalty: 918.654053
	Iteration 50Q: 3 clusters Score -776374.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -776374.625000 Penalty: 918.654053
	Iteration 51Q: 3 clusters Score -776374.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -776376.062500 Penalty: 918.654053
	Iteration 52Q: 3 clusters Score -776376.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -776379.562500 Penalty: 918.654053
	Iteration 53Q: 3 clusters Score -776379.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -776383.125000 Penalty: 918.654053
	Iteration 54Q: 3 clusters Score -776383.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -776383.250000 Penalty: 918.654053
	Iteration 55Q: 3 clusters Score -776383.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -776383.812500 Penalty: 918.654053
	Iteration 56Q: 3 clusters Score -776383.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -776385.625000 Penalty: 918.654053
	Iteration 57Q: 3 clusters Score -776385.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -776384.625000 Penalty: 918.654053
	Iteration 58Q: 3 clusters Score -776384.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -776389.937500 Penalty: 918.654053
	Iteration 59Q: 3 clusters Score -776389.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -776392.750000 Penalty: 918.654053
	Iteration 60F: 3 clusters Score -776392.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -776392.875000 Penalty: 918.654053
	Iteration 61Q: 3 clusters Score -776392.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -776394.062500 Penalty: 918.654053
	Iteration 62Q: 3 clusters Score -776394.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -776393.062500 Penalty: 918.654053
	Iteration 63Q: 3 clusters Score -776393.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -776394.437500 Penalty: 918.654053
	Iteration 64Q: 3 clusters Score -776394.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -776397.687500 Penalty: 918.654053
	Iteration 65Q: 3 clusters Score -776397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -776397.500000 Penalty: 918.654053
	Iteration 66Q: 3 clusters Score -776397.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -776397.187500 Penalty: 918.654053
	Iteration 67Q: 3 clusters Score -776397.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -776397.187500 Penalty: 918.654053
	Iteration 68Q: 3 clusters Score -776397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -776398.500000 Penalty: 918.654053
	Iteration 69Q: 3 clusters Score -776398.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -776400.562500 Penalty: 918.654053
	Iteration 70Q: 3 clusters Score -776400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -776400.750000 Penalty: 918.654053
	Iteration 71Q: 3 clusters Score -776400.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -776401.125000 Penalty: 918.654053
	Iteration 72Q: 3 clusters Score -776401.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -776400.625000 Penalty: 918.654053
	Iteration 73Q: 3 clusters Score -776400.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -776399.875000 Penalty: 918.654053
	Iteration 74Q: 3 clusters Score -776399.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -776401.500000 Penalty: 918.654053
	Iteration 75Q: 3 clusters Score -776401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -776401.000000 Penalty: 918.654053
	Iteration 76Q: 3 clusters Score -776401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -776401.437500 Penalty: 918.654053
	Iteration 77Q: 3 clusters Score -776401.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -776401.437500 Penalty: 918.654053
	Iteration 78F: 3 clusters Score -776401.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -46920.199219 Penalty: 339.687317
	Iteration 0F: 2 clusters Score -46920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -45650.281250 Penalty: 679.374634
	Iteration 0F: 3 clusters Score -45650.28 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -46078.628906 Penalty: 679.374634
	Iteration 1F: 3 clusters Score -46078.63 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -46208.308594 Penalty: 679.374634
	Iteration 2F: 3 clusters Score -46208.31 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -46344.613281 Penalty: 679.374634
	Iteration 3F: 3 clusters Score -46344.61 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -46513.433594 Penalty: 679.374634
	Iteration 4F: 3 clusters Score -46513.43 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -46661.742188 Penalty: 679.374634
	Iteration 5F: 3 clusters Score -46661.74 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -46765.835938 Penalty: 679.374634
	Iteration 6F: 3 clusters Score -46765.84 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -46839.539062 Penalty: 679.374634
	Iteration 7F: 3 clusters Score -46839.54 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -46887.519531 Penalty: 679.374634
	Iteration 8Q: 3 clusters Score -46887.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -46923.281250 Penalty: 679.374634
	Iteration 9Q: 3 clusters Score -46923.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -46934.277344 Penalty: 679.374634
	Iteration 10Q: 3 clusters Score -46934.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -46941.578125 Penalty: 679.374634
	Iteration 11Q: 3 clusters Score -46941.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -46944.933594 Penalty: 679.374634
	Iteration 12Q: 3 clusters Score -46944.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -46949.632812 Penalty: 679.374634
	Iteration 13Q: 3 clusters Score -46949.63 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -46955.468750 Penalty: 679.374634
	Iteration 14Q: 3 clusters Score -46955.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -46958.480469 Penalty: 679.374634
	Iteration 15Q: 3 clusters Score -46958.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -46959.699219 Penalty: 679.374634
	Iteration 16Q: 3 clusters Score -46959.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -46961.664062 Penalty: 679.374634
	Iteration 17Q: 3 clusters Score -46961.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -46962.835938 Penalty: 679.374634
	Iteration 18Q: 3 clusters Score -46962.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -46963.066406 Penalty: 679.374634
	Iteration 19Q: 3 clusters Score -46963.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -46963.066406 Penalty: 679.374634
	Iteration 20F: 3 clusters Score -46963.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232096 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 1506 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44122 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 241 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362447 members 
Entering Unmasked Estep 
Score: -21495134.000000 Penalty: 11667.719727
Splitting cluster 19 changes total score from -21495364.000000 to -21495134.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -34082.648438 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -34082.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -33230.484375 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -33230.48 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -33473.031250 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -33473.03 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -33535.554688 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -33535.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -33581.636719 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -33581.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -33608.937500 Penalty: 632.436951
	Iteration 4Q: 3 clusters Score -33608.94 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -33625.718750 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -33625.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -33641.683594 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -33641.68 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -33660.421875 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -33660.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -33681.820312 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -33681.82 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -33707.273438 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -33707.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -33733.933594 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -33733.93 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -33749.449219 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -33749.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -33757.675781 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -33757.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -33778.046875 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -33778.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -33800.082031 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -33800.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -33808.511719 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -33808.51 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -33816.722656 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -33816.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -33821.539062 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -33821.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -33826.996094 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -33827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -33828.023438 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -33828.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -33828.023438 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -33828.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Entering Unmasked Estep 
Score: -160196.515625 Penalty: 385.977234
	Iteration 0F: 2 clusters Score -160196.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -156906.546875 Penalty: 771.954468
	Iteration 0F: 3 clusters Score -156906.5 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -158177.375000 Penalty: 771.954468
	Iteration 1F: 3 clusters Score -158177.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -158276.875000 Penalty: 771.954468
	Iteration 2Q: 3 clusters Score -158276.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -158392.093750 Penalty: 771.954468
	Iteration 3Q: 3 clusters Score -158392.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -158532.390625 Penalty: 771.954468
	Iteration 4F: 3 clusters Score -158532.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -158739.265625 Penalty: 771.954468
	Iteration 5F: 3 clusters Score -158739.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -158990.375000 Penalty: 771.954468
	Iteration 6F: 3 clusters Score -158990.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -159244.906250 Penalty: 771.954468
	Iteration 7F: 3 clusters Score -159244.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -159492.812500 Penalty: 771.954468
	Iteration 8F: 3 clusters Score -159492.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -159672.921875 Penalty: 771.954468
	Iteration 9Q: 3 clusters Score -159672.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -159797.906250 Penalty: 771.954468
	Iteration 10Q: 3 clusters Score -159797.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -159835.875000 Penalty: 771.954468
	Iteration 11Q: 3 clusters Score -159835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -159850.562500 Penalty: 771.954468
	Iteration 12Q: 3 clusters Score -159850.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -159860.109375 Penalty: 771.954468
	Iteration 13Q: 3 clusters Score -159860.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -159871.328125 Penalty: 771.954468
	Iteration 14Q: 3 clusters Score -159871.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -159884.265625 Penalty: 771.954468
	Iteration 15Q: 3 clusters Score -159884.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -159886.796875 Penalty: 771.954468
	Iteration 16Q: 3 clusters Score -159886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -159888.750000 Penalty: 771.954468
	Iteration 17Q: 3 clusters Score -159888.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -159889.265625 Penalty: 771.954468
	Iteration 18Q: 3 clusters Score -159889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -159890.875000 Penalty: 771.954468
	Iteration 19Q: 3 clusters Score -159890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -159892.593750 Penalty: 771.954468
	Iteration 20F: 3 clusters Score -159892.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362447 members 
Entering Unmasked Estep 
Score: -11448920.000000 Penalty: 582.428833
	Iteration 0F: 2 clusters Score -1.144892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181482 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -11202037.000000 Penalty: 1164.857666
	Iteration 0F: 3 clusters Score -1.120204e+07 nChanged 178849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186117 members 
Mstep: Class 2 contains 176330 members 
Entering Unmasked Estep 
Score: -11311420.000000 Penalty: 1164.857666
	Iteration 1F: 3 clusters Score -1.131142e+07 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189478 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -11314244.000000 Penalty: 1164.857666
	Iteration 2Q: 3 clusters Score -1.131424e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195166 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -11318320.000000 Penalty: 1164.857666
	Iteration 3Q: 3 clusters Score -1.131832e+07 nChanged 14500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204290 members 
Mstep: Class 2 contains 158157 members 
Entering Unmasked Estep 
Score: -11324398.000000 Penalty: 1164.857666
	Iteration 4Q: 3 clusters Score -1.13244e+07 nChanged 17777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217771 members 
Mstep: Class 2 contains 144676 members 
Entering Unmasked Estep 
Score: -11333744.000000 Penalty: 1164.857666
	Iteration 5Q: 3 clusters Score -1.133374e+07 nChanged 21641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235872 members 
Mstep: Class 2 contains 126575 members 
Entering Unmasked Estep 
Score: -11347411.000000 Penalty: 1164.857666
	Iteration 6F: 3 clusters Score -1.134741e+07 nChanged 24052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256942 members 
Mstep: Class 2 contains 105505 members 
Entering Unmasked Estep 
Score: -11364673.000000 Penalty: 1164.857666
	Iteration 7F: 3 clusters Score -1.136467e+07 nChanged 23405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277673 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -11381983.000000 Penalty: 1164.857666
	Iteration 8F: 3 clusters Score -1.138198e+07 nChanged 19914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295439 members 
Mstep: Class 2 contains 67008 members 
Entering Unmasked Estep 
Score: -11396340.000000 Penalty: 1164.857666
	Iteration 9F: 3 clusters Score -1.139634e+07 nChanged 15912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309809 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -11407468.000000 Penalty: 1164.857666
	Iteration 10Q: 3 clusters Score -1.140747e+07 nChanged 12598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321653 members 
Mstep: Class 2 contains 40794 members 
Entering Unmasked Estep 
Score: -11416105.000000 Penalty: 1164.857666
	Iteration 11Q: 3 clusters Score -1.14161e+07 nChanged 10277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331688 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -11423616.000000 Penalty: 1164.857666
	Iteration 12Q: 3 clusters Score -1.142362e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340306 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -11430240.000000 Penalty: 1164.857666
	Iteration 13Q: 3 clusters Score -1.143024e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347474 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -11435965.000000 Penalty: 1164.857666
	Iteration 14Q: 3 clusters Score -1.143596e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353145 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -11440641.000000 Penalty: 1164.857666
	Iteration 15Q: 3 clusters Score -1.144064e+07 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357196 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -11444004.000000 Penalty: 1164.857666
	Iteration 16Q: 3 clusters Score -1.1444e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359778 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -11446207.000000 Penalty: 1164.857666
	Iteration 17Q: 3 clusters Score -1.144621e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361204 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -11447430.000000 Penalty: 1164.857666
	Iteration 18Q: 3 clusters Score -1.144743e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361868 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -11447948.000000 Penalty: 1164.857666
	Iteration 19Q: 3 clusters Score -1.144795e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362169 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -11448196.000000 Penalty: 1164.857666
	Iteration 20F: 3 clusters Score -1.14482e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362292 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -11448309.000000 Penalty: 1164.857666
	Iteration 21Q: 3 clusters Score -1.144831e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362342 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11448360.000000 Penalty: 1164.857666
	Iteration 22Q: 3 clusters Score -1.144836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362363 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -11448379.000000 Penalty: 1164.857666
	Iteration 23Q: 3 clusters Score -1.144838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362377 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -11448399.000000 Penalty: 1164.857666
	Iteration 24Q: 3 clusters Score -1.14484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362381 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -11448410.000000 Penalty: 1164.857666
	Iteration 25Q: 3 clusters Score -1.144841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362383 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11448409.000000 Penalty: 1164.857666
	Iteration 26Q: 3 clusters Score -1.144841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362383 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11448409.000000 Penalty: 1164.857666
	Iteration 27F: 3 clusters Score -1.144841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232096 members 
Mstep: Class 2 contains 7120 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44122 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16180 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495358.000000 Penalty: 11053.628906
Iteration 279Q: 19 clusters Score -2.149536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232097 members 
Mstep: Class 2 contains 7115 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16185 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 280F: 19 clusters Score -2.149536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232101 members 
Mstep: Class 2 contains 7110 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16186 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4832 members 
Mstep: Class 23 contains 362447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495372.000000 Penalty: 11053.628906
Iteration 281Q: 19 clusters Score -2.149537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232109 members 
Mstep: Class 2 contains 7101 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16188 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4831 members 
Mstep: Class 23 contains 362447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495380.000000 Penalty: 11053.628906
Iteration 282Q: 19 clusters Score -2.149538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232112 members 
Mstep: Class 2 contains 7099 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16189 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4830 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495378.000000 Penalty: 11053.628906
Iteration 283Q: 19 clusters Score -2.149538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232115 members 
Mstep: Class 2 contains 7096 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16190 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495374.000000 Penalty: 11053.628906
Iteration 284Q: 19 clusters Score -2.149537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232116 members 
Mstep: Class 2 contains 7095 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16190 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495376.000000 Penalty: 11053.628906
Iteration 285Q: 19 clusters Score -2.149538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232117 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1902 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16192 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495380.000000 Penalty: 11053.628906
Iteration 286Q: 19 clusters Score -2.149538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232117 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16192 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495366.000000 Penalty: 11053.628906
Iteration 287Q: 19 clusters Score -2.149537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 7088 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16194 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 288Q: 19 clusters Score -2.149536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 7086 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44121 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16196 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495364.000000 Penalty: 11053.628906
Iteration 289Q: 19 clusters Score -2.149536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232119 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 775 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44120 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16199 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495360.000000 Penalty: 11053.628906
Iteration 290Q: 19 clusters Score -2.149536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232120 members 
Mstep: Class 2 contains 7080 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44118 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16204 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495346.000000 Penalty: 11053.628906
Iteration 291Q: 19 clusters Score -2.149535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232119 members 
Mstep: Class 2 contains 7078 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44117 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16207 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495350.000000 Penalty: 11053.628906
Iteration 292Q: 19 clusters Score -2.149535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232117 members 
Mstep: Class 2 contains 7077 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44116 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16210 members 
Mstep: Class 17 contains 24224 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495352.000000 Penalty: 11053.628906
Iteration 293Q: 19 clusters Score -2.149535e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232117 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44115 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16211 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 294Q: 19 clusters Score -2.149535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16211 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 295Q: 19 clusters Score -2.149535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16211 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -21495348.000000 Penalty: 11053.628906
Iteration 296F: 19 clusters Score -2.149535e+07 nChanged 0
Entering ConstructFrom: 
Score: -21495348.000000 Penalty: 11053.628906
Entering ConstructFrom: 
Trying to split cluster 1 (232118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232118 members 
Entering Unmasked Estep 
Score: -6895470.500000 Penalty: 562.152588
	Iteration 0F: 2 clusters Score -6895470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116093 members 
Mstep: Class 2 contains 116025 members 
Entering Unmasked Estep 
Score: -6737724.500000 Penalty: 1124.305176
	Iteration 0F: 3 clusters Score -6737724 nChanged 113950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114459 members 
Mstep: Class 2 contains 117659 members 
Entering Unmasked Estep 
Score: -6809635.500000 Penalty: 1124.305176
	Iteration 1F: 3 clusters Score -6809636 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113269 members 
Mstep: Class 2 contains 118849 members 
Entering Unmasked Estep 
Score: -6812594.500000 Penalty: 1124.305176
	Iteration 2Q: 3 clusters Score -6812594 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111706 members 
Mstep: Class 2 contains 120412 members 
Entering Unmasked Estep 
Score: -6816703.000000 Penalty: 1124.305176
	Iteration 3Q: 3 clusters Score -6816703 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109755 members 
Mstep: Class 2 contains 122363 members 
Entering Unmasked Estep 
Score: -6823027.500000 Penalty: 1124.305176
	Iteration 4Q: 3 clusters Score -6823028 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107567 members 
Mstep: Class 2 contains 124551 members 
Entering Unmasked Estep 
Score: -6832399.000000 Penalty: 1124.305176
	Iteration 5F: 3 clusters Score -6832399 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105444 members 
Mstep: Class 2 contains 126674 members 
Entering Unmasked Estep 
Score: -6843810.500000 Penalty: 1124.305176
	Iteration 6F: 3 clusters Score -6843810 nChanged 13479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103981 members 
Mstep: Class 2 contains 128137 members 
Entering Unmasked Estep 
Score: -6851234.000000 Penalty: 1124.305176
	Iteration 7F: 3 clusters Score -6851234 nChanged 8610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102523 members 
Mstep: Class 2 contains 129595 members 
Entering Unmasked Estep 
Score: -6853696.000000 Penalty: 1124.305176
	Iteration 8Q: 3 clusters Score -6853696 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100970 members 
Mstep: Class 2 contains 131148 members 
Entering Unmasked Estep 
Score: -6854331.500000 Penalty: 1124.305176
	Iteration 9Q: 3 clusters Score -6854332 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99317 members 
Mstep: Class 2 contains 132801 members 
Entering Unmasked Estep 
Score: -6854557.000000 Penalty: 1124.305176
	Iteration 10Q: 3 clusters Score -6854557 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97494 members 
Mstep: Class 2 contains 134624 members 
Entering Unmasked Estep 
Score: -6854751.500000 Penalty: 1124.305176
	Iteration 11Q: 3 clusters Score -6854752 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95491 members 
Mstep: Class 2 contains 136627 members 
Entering Unmasked Estep 
Score: -6855020.000000 Penalty: 1124.305176
	Iteration 12Q: 3 clusters Score -6855020 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93354 members 
Mstep: Class 2 contains 138764 members 
Entering Unmasked Estep 
Score: -6855378.000000 Penalty: 1124.305176
	Iteration 13Q: 3 clusters Score -6855378 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91103 members 
Mstep: Class 2 contains 141015 members 
Entering Unmasked Estep 
Score: -6855698.500000 Penalty: 1124.305176
	Iteration 14Q: 3 clusters Score -6855698 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88584 members 
Mstep: Class 2 contains 143534 members 
Entering Unmasked Estep 
Score: -6856083.000000 Penalty: 1124.305176
	Iteration 15Q: 3 clusters Score -6856083 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85849 members 
Mstep: Class 2 contains 146269 members 
Entering Unmasked Estep 
Score: -6856588.000000 Penalty: 1124.305176
	Iteration 16Q: 3 clusters Score -6856588 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -6857151.500000 Penalty: 1124.305176
	Iteration 17Q: 3 clusters Score -6857152 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79594 members 
Mstep: Class 2 contains 152524 members 
Entering Unmasked Estep 
Score: -6857779.000000 Penalty: 1124.305176
	Iteration 18Q: 3 clusters Score -6857779 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75995 members 
Mstep: Class 2 contains 156123 members 
Entering Unmasked Estep 
Score: -6858589.000000 Penalty: 1124.305176
	Iteration 19Q: 3 clusters Score -6858589 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72180 members 
Mstep: Class 2 contains 159938 members 
Entering Unmasked Estep 
Score: -6859482.500000 Penalty: 1124.305176
	Iteration 20F: 3 clusters Score -6859482 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68092 members 
Mstep: Class 2 contains 164026 members 
Entering Unmasked Estep 
Score: -6860615.500000 Penalty: 1124.305176
	Iteration 21Q: 3 clusters Score -6860616 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63774 members 
Mstep: Class 2 contains 168344 members 
Entering Unmasked Estep 
Score: -6861798.000000 Penalty: 1124.305176
	Iteration 22Q: 3 clusters Score -6861798 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 172943 members 
Entering Unmasked Estep 
Score: -6863311.500000 Penalty: 1124.305176
	Iteration 23Q: 3 clusters Score -6863312 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 177748 members 
Entering Unmasked Estep 
Score: -6864930.500000 Penalty: 1124.305176
	Iteration 24Q: 3 clusters Score -6864930 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 182880 members 
Entering Unmasked Estep 
Score: -6866900.000000 Penalty: 1124.305176
	Iteration 25Q: 3 clusters Score -6866900 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 188165 members 
Entering Unmasked Estep 
Score: -6869228.000000 Penalty: 1124.305176
	Iteration 26Q: 3 clusters Score -6869228 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 193530 members 
Entering Unmasked Estep 
Score: -6871823.000000 Penalty: 1124.305176
	Iteration 27Q: 3 clusters Score -6871823 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -6874663.500000 Penalty: 1124.305176
	Iteration 28Q: 3 clusters Score -6874664 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27844 members 
Mstep: Class 2 contains 204274 members 
Entering Unmasked Estep 
Score: -6877656.500000 Penalty: 1124.305176
	Iteration 29Q: 3 clusters Score -6877656 nChanged 4855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 209129 members 
Entering Unmasked Estep 
Score: -6880579.500000 Penalty: 1124.305176
	Iteration 30Q: 3 clusters Score -6880580 nChanged 4505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 213634 members 
Entering Unmasked Estep 
Score: -6883363.500000 Penalty: 1124.305176
	Iteration 31Q: 3 clusters Score -6883364 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 217531 members 
Entering Unmasked Estep 
Score: -6885910.500000 Penalty: 1124.305176
	Iteration 32Q: 3 clusters Score -6885910 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 220806 members 
Entering Unmasked Estep 
Score: -6888128.000000 Penalty: 1124.305176
	Iteration 33Q: 3 clusters Score -6888128 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 223533 members 
Entering Unmasked Estep 
Score: -6889985.000000 Penalty: 1124.305176
	Iteration 34Q: 3 clusters Score -6889985 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 225675 members 
Entering Unmasked Estep 
Score: -6891646.500000 Penalty: 1124.305176
	Iteration 35Q: 3 clusters Score -6891646 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 227367 members 
Entering Unmasked Estep 
Score: -6892818.500000 Penalty: 1124.305176
	Iteration 36Q: 3 clusters Score -6892818 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 228528 members 
Entering Unmasked Estep 
Score: -6893650.500000 Penalty: 1124.305176
	Iteration 37Q: 3 clusters Score -6893650 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 229304 members 
Entering Unmasked Estep 
Score: -6894079.500000 Penalty: 1124.305176
	Iteration 38Q: 3 clusters Score -6894080 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 229811 members 
Entering Unmasked Estep 
Score: -6894354.500000 Penalty: 1124.305176
	Iteration 39Q: 3 clusters Score -6894354 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 230130 members 
Entering Unmasked Estep 
Score: -6894554.500000 Penalty: 1124.305176
	Iteration 40F: 3 clusters Score -6894554 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 230433 members 
Entering Unmasked Estep 
Score: -6894699.500000 Penalty: 1124.305176
	Iteration 41Q: 3 clusters Score -6894700 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 230634 members 
Entering Unmasked Estep 
Score: -6894794.000000 Penalty: 1124.305176
	Iteration 42Q: 3 clusters Score -6894794 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 230785 members 
Entering Unmasked Estep 
Score: -6894878.000000 Penalty: 1124.305176
	Iteration 43Q: 3 clusters Score -6894878 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 230890 members 
Entering Unmasked Estep 
Score: -6894940.000000 Penalty: 1124.305176
	Iteration 44Q: 3 clusters Score -6894940 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 230960 members 
Entering Unmasked Estep 
Score: -6894998.500000 Penalty: 1124.305176
	Iteration 45Q: 3 clusters Score -6894998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 231006 members 
Entering Unmasked Estep 
Score: -6895035.000000 Penalty: 1124.305176
	Iteration 46Q: 3 clusters Score -6895035 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 231039 members 
Entering Unmasked Estep 
Score: -6895060.000000 Penalty: 1124.305176
	Iteration 47Q: 3 clusters Score -6895060 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 231058 members 
Entering Unmasked Estep 
Score: -6895070.500000 Penalty: 1124.305176
	Iteration 48Q: 3 clusters Score -6895070 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 231086 members 
Entering Unmasked Estep 
Score: -6895092.500000 Penalty: 1124.305176
	Iteration 49Q: 3 clusters Score -6895092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 231112 members 
Entering Unmasked Estep 
Score: -6895106.000000 Penalty: 1124.305176
	Iteration 50Q: 3 clusters Score -6895106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 231140 members 
Entering Unmasked Estep 
Score: -6895118.500000 Penalty: 1124.305176
	Iteration 51Q: 3 clusters Score -6895118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 231165 members 
Entering Unmasked Estep 
Score: -6895138.000000 Penalty: 1124.305176
	Iteration 52Q: 3 clusters Score -6895138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 231178 members 
Entering Unmasked Estep 
Score: -6895150.500000 Penalty: 1124.305176
	Iteration 53Q: 3 clusters Score -6895150 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 231196 members 
Entering Unmasked Estep 
Score: -6895151.000000 Penalty: 1124.305176
	Iteration 54Q: 3 clusters Score -6895151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 231202 members 
Entering Unmasked Estep 
Score: -6895146.000000 Penalty: 1124.305176
	Iteration 55Q: 3 clusters Score -6895146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 231211 members 
Entering Unmasked Estep 
Score: -6895155.000000 Penalty: 1124.305176
	Iteration 56Q: 3 clusters Score -6895155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 231227 members 
Entering Unmasked Estep 
Score: -6895161.500000 Penalty: 1124.305176
	Iteration 57Q: 3 clusters Score -6895162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 231241 members 
Entering Unmasked Estep 
Score: -6895168.500000 Penalty: 1124.305176
	Iteration 58Q: 3 clusters Score -6895168 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 231260 members 
Entering Unmasked Estep 
Score: -6895175.000000 Penalty: 1124.305176
	Iteration 59Q: 3 clusters Score -6895175 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 231278 members 
Entering Unmasked Estep 
Score: -6895175.000000 Penalty: 1124.305176
	Iteration 60F: 3 clusters Score -6895175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 231289 members 
Entering Unmasked Estep 
Score: -6895172.500000 Penalty: 1124.305176
	Iteration 61Q: 3 clusters Score -6895172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 231301 members 
Entering Unmasked Estep 
Score: -6895173.000000 Penalty: 1124.305176
	Iteration 62Q: 3 clusters Score -6895173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 231312 members 
Entering Unmasked Estep 
Score: -6895173.500000 Penalty: 1124.305176
	Iteration 63Q: 3 clusters Score -6895174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 231320 members 
Entering Unmasked Estep 
Score: -6895174.500000 Penalty: 1124.305176
	Iteration 64Q: 3 clusters Score -6895174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 231323 members 
Entering Unmasked Estep 
Score: -6895177.000000 Penalty: 1124.305176
	Iteration 65Q: 3 clusters Score -6895177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 231328 members 
Entering Unmasked Estep 
Score: -6895173.500000 Penalty: 1124.305176
	Iteration 66Q: 3 clusters Score -6895174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 231333 members 
Entering Unmasked Estep 
Score: -6895174.500000 Penalty: 1124.305176
	Iteration 67Q: 3 clusters Score -6895174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 231336 members 
Entering Unmasked Estep 
Score: -6895172.000000 Penalty: 1124.305176
	Iteration 68Q: 3 clusters Score -6895172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 231341 members 
Entering Unmasked Estep 
Score: -6895177.000000 Penalty: 1124.305176
	Iteration 69Q: 3 clusters Score -6895177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 231347 members 
Entering Unmasked Estep 
Score: -6895182.000000 Penalty: 1124.305176
	Iteration 70Q: 3 clusters Score -6895182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 231349 members 
Entering Unmasked Estep 
Score: -6895183.000000 Penalty: 1124.305176
	Iteration 71Q: 3 clusters Score -6895183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 231352 members 
Entering Unmasked Estep 
Score: -6895187.500000 Penalty: 1124.305176
	Iteration 72Q: 3 clusters Score -6895188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 231351 members 
Entering Unmasked Estep 
Score: -6895189.000000 Penalty: 1124.305176
	Iteration 73Q: 3 clusters Score -6895189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 231349 members 
Entering Unmasked Estep 
Score: -6895186.500000 Penalty: 1124.305176
	Iteration 74Q: 3 clusters Score -6895186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 231347 members 
Entering Unmasked Estep 
Score: -6895186.000000 Penalty: 1124.305176
	Iteration 75Q: 3 clusters Score -6895186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 231345 members 
Entering Unmasked Estep 
Score: -6895181.000000 Penalty: 1124.305176
	Iteration 76Q: 3 clusters Score -6895181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 231345 members 
Entering Unmasked Estep 
Score: -6895179.500000 Penalty: 1124.305176
	Iteration 77Q: 3 clusters Score -6895180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 231346 members 
Entering Unmasked Estep 
Score: -6895183.000000 Penalty: 1124.305176
	Iteration 78Q: 3 clusters Score -6895183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 231349 members 
Entering Unmasked Estep 
Score: -6895187.500000 Penalty: 1124.305176
	Iteration 79Q: 3 clusters Score -6895188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 231351 members 
Entering Unmasked Estep 
Score: -6895187.500000 Penalty: 1124.305176
	Iteration 80F: 3 clusters Score -6895188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 231355 members 
Entering Unmasked Estep 
Score: -6895187.500000 Penalty: 1124.305176
	Iteration 81Q: 3 clusters Score -6895188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 231357 members 
Entering Unmasked Estep 
Score: -6895187.000000 Penalty: 1124.305176
	Iteration 82Q: 3 clusters Score -6895187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 231358 members 
Entering Unmasked Estep 
Score: -6895185.500000 Penalty: 1124.305176
	Iteration 83Q: 3 clusters Score -6895186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 231359 members 
Entering Unmasked Estep 
Score: -6895187.500000 Penalty: 1124.305176
	Iteration 84Q: 3 clusters Score -6895188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 231360 members 
Entering Unmasked Estep 
Score: -6895189.500000 Penalty: 1124.305176
	Iteration 85Q: 3 clusters Score -6895190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 231362 members 
Entering Unmasked Estep 
Score: -6895187.500000 Penalty: 1124.305176
	Iteration 86Q: 3 clusters Score -6895188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 231364 members 
Entering Unmasked Estep 
Score: -6895186.000000 Penalty: 1124.305176
	Iteration 87Q: 3 clusters Score -6895186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 231365 members 
Entering Unmasked Estep 
Score: -6895188.500000 Penalty: 1124.305176
	Iteration 88Q: 3 clusters Score -6895188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 231365 members 
Entering Unmasked Estep 
Score: -6895188.500000 Penalty: 1124.305176
	Iteration 89F: 3 clusters Score -6895188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Entering Unmasked Estep 
Score: -216151.546875 Penalty: 403.333099
	Iteration 0F: 2 clusters Score -216151.5 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 3580 members 
Entering Unmasked Estep 
Score: -211403.093750 Penalty: 806.666199
	Iteration 0F: 3 clusters Score -211403.1 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -213335.281250 Penalty: 806.666199
	Iteration 1F: 3 clusters Score -213335.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -213561.625000 Penalty: 806.666199
	Iteration 2F: 3 clusters Score -213561.6 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -213880.437500 Penalty: 806.666199
	Iteration 3F: 3 clusters Score -213880.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -214203.234375 Penalty: 806.666199
	Iteration 4F: 3 clusters Score -214203.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -214532.718750 Penalty: 806.666199
	Iteration 5F: 3 clusters Score -214532.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -214734.546875 Penalty: 806.666199
	Iteration 6Q: 3 clusters Score -214734.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -214835.703125 Penalty: 806.666199
	Iteration 7Q: 3 clusters Score -214835.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -214901.593750 Penalty: 806.666199
	Iteration 8Q: 3 clusters Score -214901.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -214949.578125 Penalty: 806.666199
	Iteration 9Q: 3 clusters Score -214949.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -215004.968750 Penalty: 806.666199
	Iteration 10Q: 3 clusters Score -215005 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -215078.953125 Penalty: 806.666199
	Iteration 11Q: 3 clusters Score -215079 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -215148.281250 Penalty: 806.666199
	Iteration 12Q: 3 clusters Score -215148.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -215216.765625 Penalty: 806.666199
	Iteration 13Q: 3 clusters Score -215216.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -215285.187500 Penalty: 806.666199
	Iteration 14Q: 3 clusters Score -215285.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -215364.984375 Penalty: 806.666199
	Iteration 15Q: 3 clusters Score -215365 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -215449.406250 Penalty: 806.666199
	Iteration 16Q: 3 clusters Score -215449.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -215514.687500 Penalty: 806.666199
	Iteration 17Q: 3 clusters Score -215514.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -215564.906250 Penalty: 806.666199
	Iteration 18Q: 3 clusters Score -215564.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -215608.125000 Penalty: 806.666199
	Iteration 19Q: 3 clusters Score -215608.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -215632.500000 Penalty: 806.666199
	Iteration 20F: 3 clusters Score -215632.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -215650.562500 Penalty: 806.666199
	Iteration 21Q: 3 clusters Score -215650.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -215673.062500 Penalty: 806.666199
	Iteration 22Q: 3 clusters Score -215673.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -215689.218750 Penalty: 806.666199
	Iteration 23Q: 3 clusters Score -215689.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -215699.171875 Penalty: 806.666199
	Iteration 24Q: 3 clusters Score -215699.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -215707.171875 Penalty: 806.666199
	Iteration 25Q: 3 clusters Score -215707.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -215713.640625 Penalty: 806.666199
	Iteration 26Q: 3 clusters Score -215713.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -215718.781250 Penalty: 806.666199
	Iteration 27Q: 3 clusters Score -215718.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -215724.484375 Penalty: 806.666199
	Iteration 28Q: 3 clusters Score -215724.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -215728.953125 Penalty: 806.666199
	Iteration 29Q: 3 clusters Score -215729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -215732.296875 Penalty: 806.666199
	Iteration 30Q: 3 clusters Score -215732.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -215734.734375 Penalty: 806.666199
	Iteration 31Q: 3 clusters Score -215734.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -215736.390625 Penalty: 806.666199
	Iteration 32Q: 3 clusters Score -215736.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -215738.250000 Penalty: 806.666199
	Iteration 33Q: 3 clusters Score -215738.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -215741.078125 Penalty: 806.666199
	Iteration 34Q: 3 clusters Score -215741.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -215744.218750 Penalty: 806.666199
	Iteration 35Q: 3 clusters Score -215744.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -215746.984375 Penalty: 806.666199
	Iteration 36Q: 3 clusters Score -215747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -215749.906250 Penalty: 806.666199
	Iteration 37Q: 3 clusters Score -215749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -215751.906250 Penalty: 806.666199
	Iteration 38Q: 3 clusters Score -215751.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -215753.765625 Penalty: 806.666199
	Iteration 39Q: 3 clusters Score -215753.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -215755.703125 Penalty: 806.666199
	Iteration 40F: 3 clusters Score -215755.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -215757.187500 Penalty: 806.666199
	Iteration 41Q: 3 clusters Score -215757.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -215758.687500 Penalty: 806.666199
	Iteration 42Q: 3 clusters Score -215758.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -215759.500000 Penalty: 806.666199
	Iteration 43Q: 3 clusters Score -215759.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -215761.390625 Penalty: 806.666199
	Iteration 44Q: 3 clusters Score -215761.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -215762.234375 Penalty: 806.666199
	Iteration 45Q: 3 clusters Score -215762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -215763.671875 Penalty: 806.666199
	Iteration 46Q: 3 clusters Score -215763.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -215765.187500 Penalty: 806.666199
	Iteration 47Q: 3 clusters Score -215765.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -215766.187500 Penalty: 806.666199
	Iteration 48Q: 3 clusters Score -215766.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -215768.328125 Penalty: 806.666199
	Iteration 49Q: 3 clusters Score -215768.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -215769.718750 Penalty: 806.666199
	Iteration 50Q: 3 clusters Score -215769.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -215772.390625 Penalty: 806.666199
	Iteration 51Q: 3 clusters Score -215772.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -215774.906250 Penalty: 806.666199
	Iteration 52Q: 3 clusters Score -215774.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -215776.250000 Penalty: 806.666199
	Iteration 53Q: 3 clusters Score -215776.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -215777.718750 Penalty: 806.666199
	Iteration 54Q: 3 clusters Score -215777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -215778.859375 Penalty: 806.666199
	Iteration 55Q: 3 clusters Score -215778.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -215780.343750 Penalty: 806.666199
	Iteration 56Q: 3 clusters Score -215780.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -215781.250000 Penalty: 806.666199
	Iteration 57Q: 3 clusters Score -215781.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -215782.906250 Penalty: 806.666199
	Iteration 58Q: 3 clusters Score -215782.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -215783.640625 Penalty: 806.666199
	Iteration 59Q: 3 clusters Score -215783.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -215783.890625 Penalty: 806.666199
	Iteration 60F: 3 clusters Score -215783.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -215784.593750 Penalty: 806.666199
	Iteration 61Q: 3 clusters Score -215784.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -215785.078125 Penalty: 806.666199
	Iteration 62Q: 3 clusters Score -215785.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -215784.500000 Penalty: 806.666199
	Iteration 63Q: 3 clusters Score -215784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -215785.390625 Penalty: 806.666199
	Iteration 64Q: 3 clusters Score -215785.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -215786.015625 Penalty: 806.666199
	Iteration 65Q: 3 clusters Score -215786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -215785.562500 Penalty: 806.666199
	Iteration 66Q: 3 clusters Score -215785.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -215786.750000 Penalty: 806.666199
	Iteration 67Q: 3 clusters Score -215786.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -215788.328125 Penalty: 806.666199
	Iteration 68Q: 3 clusters Score -215788.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -215790.234375 Penalty: 806.666199
	Iteration 69Q: 3 clusters Score -215790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -215790.781250 Penalty: 806.666199
	Iteration 70Q: 3 clusters Score -215790.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -215790.875000 Penalty: 806.666199
	Iteration 71Q: 3 clusters Score -215790.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -215791.125000 Penalty: 806.666199
	Iteration 72Q: 3 clusters Score -215791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -215791.125000 Penalty: 806.666199
	Iteration 73F: 3 clusters Score -215791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Entering Unmasked Estep 
Score: -60532.488281 Penalty: 342.734375
	Iteration 0F: 2 clusters Score -60532.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -59184.507812 Penalty: 685.468750
	Iteration 0F: 3 clusters Score -59184.51 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -59666.753906 Penalty: 685.468750
	Iteration 1F: 3 clusters Score -59666.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -59714.093750 Penalty: 685.468750
	Iteration 2F: 3 clusters Score -59714.09 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -59737.402344 Penalty: 685.468750
	Iteration 3Q: 3 clusters Score -59737.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -59749.281250 Penalty: 685.468750
	Iteration 4Q: 3 clusters Score -59749.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -59760.492188 Penalty: 685.468750
	Iteration 5Q: 3 clusters Score -59760.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -59769.675781 Penalty: 685.468750
	Iteration 6Q: 3 clusters Score -59769.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -59776.359375 Penalty: 685.468750
	Iteration 7Q: 3 clusters Score -59776.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -59781.933594 Penalty: 685.468750
	Iteration 8Q: 3 clusters Score -59781.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -59784.757812 Penalty: 685.468750
	Iteration 9Q: 3 clusters Score -59784.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -59788.101562 Penalty: 685.468750
	Iteration 10Q: 3 clusters Score -59788.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -59790.121094 Penalty: 685.468750
	Iteration 11Q: 3 clusters Score -59790.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -59791.058594 Penalty: 685.468750
	Iteration 12Q: 3 clusters Score -59791.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -59792.792969 Penalty: 685.468750
	Iteration 13Q: 3 clusters Score -59792.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -59793.539062 Penalty: 685.468750
	Iteration 14Q: 3 clusters Score -59793.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -59794.050781 Penalty: 685.468750
	Iteration 15Q: 3 clusters Score -59794.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -59794.691406 Penalty: 685.468750
	Iteration 16Q: 3 clusters Score -59794.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -59795.355469 Penalty: 685.468750
	Iteration 17Q: 3 clusters Score -59795.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -59795.808594 Penalty: 685.468750
	Iteration 18Q: 3 clusters Score -59795.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -59796.039062 Penalty: 685.468750
	Iteration 19Q: 3 clusters Score -59796.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -59796.214844 Penalty: 685.468750
	Iteration 20F: 3 clusters Score -59796.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -59796.714844 Penalty: 685.468750
	Iteration 21Q: 3 clusters Score -59796.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -59796.875000 Penalty: 685.468750
	Iteration 22Q: 3 clusters Score -59796.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -59797.117188 Penalty: 685.468750
	Iteration 23Q: 3 clusters Score -59797.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -59797.117188 Penalty: 685.468750
	Iteration 24F: 3 clusters Score -59797.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Entering Unmasked Estep 
Score: -50951.199219 Penalty: 343.579010
	Iteration 0F: 2 clusters Score -50951.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -49579.023438 Penalty: 687.158020
	Iteration 0F: 3 clusters Score -49579.02 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -49996.320312 Penalty: 687.158020
	Iteration 1F: 3 clusters Score -49996.32 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -50125.429688 Penalty: 687.158020
	Iteration 2F: 3 clusters Score -50125.43 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -50245.972656 Penalty: 687.158020
	Iteration 3F: 3 clusters Score -50245.97 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -50331.246094 Penalty: 687.158020
	Iteration 4F: 3 clusters Score -50331.25 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -50405.425781 Penalty: 687.158020
	Iteration 5F: 3 clusters Score -50405.43 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -50478.195312 Penalty: 687.158020
	Iteration 6F: 3 clusters Score -50478.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -50549.226562 Penalty: 687.158020
	Iteration 7Q: 3 clusters Score -50549.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -50587.812500 Penalty: 687.158020
	Iteration 8Q: 3 clusters Score -50587.81 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -50606.042969 Penalty: 687.158020
	Iteration 9Q: 3 clusters Score -50606.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -50612.550781 Penalty: 687.158020
	Iteration 10Q: 3 clusters Score -50612.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -50616.886719 Penalty: 687.158020
	Iteration 11Q: 3 clusters Score -50616.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -50621.105469 Penalty: 687.158020
	Iteration 12Q: 3 clusters Score -50621.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -50626.675781 Penalty: 687.158020
	Iteration 13Q: 3 clusters Score -50626.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -50632.394531 Penalty: 687.158020
	Iteration 14Q: 3 clusters Score -50632.39 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -50636.429688 Penalty: 687.158020
	Iteration 15Q: 3 clusters Score -50636.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -50645.625000 Penalty: 687.158020
	Iteration 16Q: 3 clusters Score -50645.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -50650.199219 Penalty: 687.158020
	Iteration 17Q: 3 clusters Score -50650.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -50655.433594 Penalty: 687.158020
	Iteration 18Q: 3 clusters Score -50655.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -50661.675781 Penalty: 687.158020
	Iteration 19Q: 3 clusters Score -50661.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -50664.953125 Penalty: 687.158020
	Iteration 20F: 3 clusters Score -50664.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -50668.019531 Penalty: 687.158020
	Iteration 21Q: 3 clusters Score -50668.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -50669.246094 Penalty: 687.158020
	Iteration 22Q: 3 clusters Score -50669.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -50669.968750 Penalty: 687.158020
	Iteration 23Q: 3 clusters Score -50669.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -50670.968750 Penalty: 687.158020
	Iteration 24Q: 3 clusters Score -50670.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -50671.699219 Penalty: 687.158020
	Iteration 25Q: 3 clusters Score -50671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -50672.359375 Penalty: 687.158020
	Iteration 26Q: 3 clusters Score -50672.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -50672.707031 Penalty: 687.158020
	Iteration 27Q: 3 clusters Score -50672.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -50672.824219 Penalty: 687.158020
	Iteration 28Q: 3 clusters Score -50672.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -50672.968750 Penalty: 687.158020
	Iteration 29Q: 3 clusters Score -50672.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -50672.968750 Penalty: 687.158020
	Iteration 30F: 3 clusters Score -50672.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Entering Unmasked Estep 
Score: -23218.320312 Penalty: 302.646515
	Iteration 0F: 2 clusters Score -23218.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22541.042969 Penalty: 605.293030
	Iteration 0F: 3 clusters Score -22541.04 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22689.527344 Penalty: 605.293030
	Iteration 1F: 3 clusters Score -22689.53 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22730.666016 Penalty: 605.293030
	Iteration 2F: 3 clusters Score -22730.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22764.525391 Penalty: 605.293030
	Iteration 3F: 3 clusters Score -22764.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -22782.308594 Penalty: 605.293030
	Iteration 4Q: 3 clusters Score -22782.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22788.623047 Penalty: 605.293030
	Iteration 5Q: 3 clusters Score -22788.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22790.636719 Penalty: 605.293030
	Iteration 6Q: 3 clusters Score -22790.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22792.267578 Penalty: 605.293030
	Iteration 7Q: 3 clusters Score -22792.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22793.677734 Penalty: 605.293030
	Iteration 8Q: 3 clusters Score -22793.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22794.195312 Penalty: 605.293030
	Iteration 9Q: 3 clusters Score -22794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22795.226562 Penalty: 605.293030
	Iteration 10Q: 3 clusters Score -22795.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22798.031250 Penalty: 605.293030
	Iteration 11Q: 3 clusters Score -22798.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22800.490234 Penalty: 605.293030
	Iteration 12Q: 3 clusters Score -22800.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22801.462891 Penalty: 605.293030
	Iteration 13Q: 3 clusters Score -22801.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22802.369141 Penalty: 605.293030
	Iteration 14Q: 3 clusters Score -22802.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -22802.777344 Penalty: 605.293030
	Iteration 15Q: 3 clusters Score -22802.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22802.875000 Penalty: 605.293030
	Iteration 16Q: 3 clusters Score -22802.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22802.875000 Penalty: 605.293030
	Iteration 17F: 3 clusters Score -22802.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Entering Unmasked Estep 
Score: -74030.835938 Penalty: 352.672546
	Iteration 0F: 2 clusters Score -74030.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -72419.210938 Penalty: 705.345093
	Iteration 0F: 3 clusters Score -72419.21 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -73007.757812 Penalty: 705.345093
	Iteration 1F: 3 clusters Score -73007.76 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -73178.148438 Penalty: 705.345093
	Iteration 2F: 3 clusters Score -73178.15 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -73360.179688 Penalty: 705.345093
	Iteration 3F: 3 clusters Score -73360.18 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -73549.710938 Penalty: 705.345093
	Iteration 4F: 3 clusters Score -73549.71 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -73683.992188 Penalty: 705.345093
	Iteration 5F: 3 clusters Score -73683.99 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -73754.015625 Penalty: 705.345093
	Iteration 6Q: 3 clusters Score -73754.02 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -73787.218750 Penalty: 705.345093
	Iteration 7Q: 3 clusters Score -73787.22 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -73812.601562 Penalty: 705.345093
	Iteration 8Q: 3 clusters Score -73812.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -73835.859375 Penalty: 705.345093
	Iteration 9Q: 3 clusters Score -73835.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -73845.562500 Penalty: 705.345093
	Iteration 10Q: 3 clusters Score -73845.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -73851.359375 Penalty: 705.345093
	Iteration 11Q: 3 clusters Score -73851.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -73856.335938 Penalty: 705.345093
	Iteration 12Q: 3 clusters Score -73856.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -73858.320312 Penalty: 705.345093
	Iteration 13Q: 3 clusters Score -73858.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -73859.046875 Penalty: 705.345093
	Iteration 14Q: 3 clusters Score -73859.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -73859.453125 Penalty: 705.345093
	Iteration 15Q: 3 clusters Score -73859.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -73859.453125 Penalty: 705.345093
	Iteration 16F: 3 clusters Score -73859.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -14593.698242 Penalty: 280.622009
	Iteration 0F: 2 clusters Score -14593.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -14119.281250 Penalty: 561.244019
	Iteration 0F: 3 clusters Score -14119.28 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -14214.313477 Penalty: 561.244019
	Iteration 1F: 3 clusters Score -14214.31 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -14236.281250 Penalty: 561.244019
	Iteration 2F: 3 clusters Score -14236.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -14253.392578 Penalty: 561.244019
	Iteration 3F: 3 clusters Score -14253.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -14265.086914 Penalty: 561.244019
	Iteration 4Q: 3 clusters Score -14265.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -14278.780273 Penalty: 561.244019
	Iteration 5Q: 3 clusters Score -14278.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -14283.494141 Penalty: 561.244019
	Iteration 6Q: 3 clusters Score -14283.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -14288.425781 Penalty: 561.244019
	Iteration 7Q: 3 clusters Score -14288.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14290.124023 Penalty: 561.244019
	Iteration 8Q: 3 clusters Score -14290.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -14291.567383 Penalty: 561.244019
	Iteration 9Q: 3 clusters Score -14291.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -14293.002930 Penalty: 561.244019
	Iteration 10Q: 3 clusters Score -14293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -14295.338867 Penalty: 561.244019
	Iteration 11Q: 3 clusters Score -14295.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14298.964844 Penalty: 561.244019
	Iteration 12Q: 3 clusters Score -14298.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -14300.603516 Penalty: 561.244019
	Iteration 13Q: 3 clusters Score -14300.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -14302.955078 Penalty: 561.244019
	Iteration 14Q: 3 clusters Score -14302.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -14306.523438 Penalty: 561.244019
	Iteration 15Q: 3 clusters Score -14306.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -14311.198242 Penalty: 561.244019
	Iteration 16Q: 3 clusters Score -14311.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -14313.712891 Penalty: 561.244019
	Iteration 17Q: 3 clusters Score -14313.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -14313.928711 Penalty: 561.244019
	Iteration 18Q: 3 clusters Score -14313.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -14314.441406 Penalty: 561.244019
	Iteration 19Q: 3 clusters Score -14314.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -14315.117188 Penalty: 561.244019
	Iteration 20F: 3 clusters Score -14315.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -14316.182617 Penalty: 561.244019
	Iteration 21Q: 3 clusters Score -14316.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -14318.000977 Penalty: 561.244019
	Iteration 22Q: 3 clusters Score -14318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -14318.366211 Penalty: 561.244019
	Iteration 23Q: 3 clusters Score -14318.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -14318.700195 Penalty: 561.244019
	Iteration 24Q: 3 clusters Score -14318.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -14319.415039 Penalty: 561.244019
	Iteration 25Q: 3 clusters Score -14319.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -14323.671875 Penalty: 561.244019
	Iteration 26Q: 3 clusters Score -14323.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -14331.833984 Penalty: 561.244019
	Iteration 27Q: 3 clusters Score -14331.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -14345.481445 Penalty: 561.244019
	Iteration 28Q: 3 clusters Score -14345.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -14347.408203 Penalty: 561.244019
	Iteration 29Q: 3 clusters Score -14347.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -14350.802734 Penalty: 561.244019
	Iteration 30Q: 3 clusters Score -14350.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -14353.356445 Penalty: 561.244019
	Iteration 31Q: 3 clusters Score -14353.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -14355.359375 Penalty: 561.244019
	Iteration 32Q: 3 clusters Score -14355.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -14357.244141 Penalty: 561.244019
	Iteration 33Q: 3 clusters Score -14357.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -14359.760742 Penalty: 561.244019
	Iteration 34Q: 3 clusters Score -14359.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -14360.349609 Penalty: 561.244019
	Iteration 35Q: 3 clusters Score -14360.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -14363.893555 Penalty: 561.244019
	Iteration 36Q: 3 clusters Score -14363.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -14368.774414 Penalty: 561.244019
	Iteration 37Q: 3 clusters Score -14368.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -14376.511719 Penalty: 561.244019
	Iteration 38Q: 3 clusters Score -14376.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -14378.950195 Penalty: 561.244019
	Iteration 39Q: 3 clusters Score -14378.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -14380.811523 Penalty: 561.244019
	Iteration 40F: 3 clusters Score -14380.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -14383.217773 Penalty: 561.244019
	Iteration 41Q: 3 clusters Score -14383.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14385.740234 Penalty: 561.244019
	Iteration 42Q: 3 clusters Score -14385.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -14388.153320 Penalty: 561.244019
	Iteration 43Q: 3 clusters Score -14388.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -14391.348633 Penalty: 561.244019
	Iteration 44Q: 3 clusters Score -14391.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14394.865234 Penalty: 561.244019
	Iteration 45Q: 3 clusters Score -14394.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14398.123047 Penalty: 561.244019
	Iteration 46Q: 3 clusters Score -14398.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -14399.995117 Penalty: 561.244019
	Iteration 47Q: 3 clusters Score -14400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14400.224609 Penalty: 561.244019
	Iteration 48Q: 3 clusters Score -14400.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -14400.224609 Penalty: 561.244019
	Iteration 49F: 3 clusters Score -14400.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -74605.656250 Penalty: 351.098969
	Iteration 0F: 2 clusters Score -74605.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -72971.281250 Penalty: 702.197937
	Iteration 0F: 3 clusters Score -72971.28 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -73498.640625 Penalty: 702.197937
	Iteration 1F: 3 clusters Score -73498.64 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -73548.015625 Penalty: 702.197937
	Iteration 2F: 3 clusters Score -73548.02 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -73582.101562 Penalty: 702.197937
	Iteration 3Q: 3 clusters Score -73582.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -73622.070312 Penalty: 702.197937
	Iteration 4Q: 3 clusters Score -73622.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -73647.414062 Penalty: 702.197937
	Iteration 5Q: 3 clusters Score -73647.41 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -73673.968750 Penalty: 702.197937
	Iteration 6Q: 3 clusters Score -73673.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -73687.328125 Penalty: 702.197937
	Iteration 7Q: 3 clusters Score -73687.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -73700.382812 Penalty: 702.197937
	Iteration 8Q: 3 clusters Score -73700.38 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -73714.460938 Penalty: 702.197937
	Iteration 9Q: 3 clusters Score -73714.46 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -73726.656250 Penalty: 702.197937
	Iteration 10Q: 3 clusters Score -73726.66 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -73744.140625 Penalty: 702.197937
	Iteration 11Q: 3 clusters Score -73744.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -73765.609375 Penalty: 702.197937
	Iteration 12Q: 3 clusters Score -73765.61 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -73796.562500 Penalty: 702.197937
	Iteration 13Q: 3 clusters Score -73796.56 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -73839.460938 Penalty: 702.197937
	Iteration 14Q: 3 clusters Score -73839.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -73891.812500 Penalty: 702.197937
	Iteration 15Q: 3 clusters Score -73891.81 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73936.117188 Penalty: 702.197937
	Iteration 16Q: 3 clusters Score -73936.12 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -73978.492188 Penalty: 702.197937
	Iteration 17Q: 3 clusters Score -73978.49 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -74009.812500 Penalty: 702.197937
	Iteration 18Q: 3 clusters Score -74009.81 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -74032.078125 Penalty: 702.197937
	Iteration 19Q: 3 clusters Score -74032.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -74043.562500 Penalty: 702.197937
	Iteration 20F: 3 clusters Score -74043.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -74056.601562 Penalty: 702.197937
	Iteration 21Q: 3 clusters Score -74056.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -74066.742188 Penalty: 702.197937
	Iteration 22Q: 3 clusters Score -74066.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -74071.296875 Penalty: 702.197937
	Iteration 23Q: 3 clusters Score -74071.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -74079.445312 Penalty: 702.197937
	Iteration 24Q: 3 clusters Score -74079.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -74086.484375 Penalty: 702.197937
	Iteration 25Q: 3 clusters Score -74086.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -74091.031250 Penalty: 702.197937
	Iteration 26Q: 3 clusters Score -74091.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -74095.445312 Penalty: 702.197937
	Iteration 27Q: 3 clusters Score -74095.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -74097.515625 Penalty: 702.197937
	Iteration 28Q: 3 clusters Score -74097.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -74099.890625 Penalty: 702.197937
	Iteration 29Q: 3 clusters Score -74099.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -74101.523438 Penalty: 702.197937
	Iteration 30Q: 3 clusters Score -74101.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -74104.796875 Penalty: 702.197937
	Iteration 31Q: 3 clusters Score -74104.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -74110.226562 Penalty: 702.197937
	Iteration 32Q: 3 clusters Score -74110.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -74114.281250 Penalty: 702.197937
	Iteration 33Q: 3 clusters Score -74114.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -74116.359375 Penalty: 702.197937
	Iteration 34Q: 3 clusters Score -74116.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -74118.703125 Penalty: 702.197937
	Iteration 35Q: 3 clusters Score -74118.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -74119.953125 Penalty: 702.197937
	Iteration 36Q: 3 clusters Score -74119.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -74121.367188 Penalty: 702.197937
	Iteration 37Q: 3 clusters Score -74121.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -74122.304688 Penalty: 702.197937
	Iteration 38Q: 3 clusters Score -74122.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -74123.078125 Penalty: 702.197937
	Iteration 39Q: 3 clusters Score -74123.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -74124.445312 Penalty: 702.197937
	Iteration 40F: 3 clusters Score -74124.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -74126.171875 Penalty: 702.197937
	Iteration 41Q: 3 clusters Score -74126.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -74128.437500 Penalty: 702.197937
	Iteration 42Q: 3 clusters Score -74128.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -74131.312500 Penalty: 702.197937
	Iteration 43Q: 3 clusters Score -74131.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -74135.804688 Penalty: 702.197937
	Iteration 44Q: 3 clusters Score -74135.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -74137.507812 Penalty: 702.197937
	Iteration 45Q: 3 clusters Score -74137.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -74138.625000 Penalty: 702.197937
	Iteration 46Q: 3 clusters Score -74138.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -74139.140625 Penalty: 702.197937
	Iteration 47Q: 3 clusters Score -74139.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -74139.273438 Penalty: 702.197937
	Iteration 48Q: 3 clusters Score -74139.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -74139.601562 Penalty: 702.197937
	Iteration 49Q: 3 clusters Score -74139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -74139.601562 Penalty: 702.197937
	Iteration 50F: 3 clusters Score -74139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Entering Unmasked Estep 
Score: -187520.734375 Penalty: 391.126617
	Iteration 0F: 2 clusters Score -187520.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -183847.875000 Penalty: 782.253235
	Iteration 0F: 3 clusters Score -183847.9 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -185118.312500 Penalty: 782.253235
	Iteration 1F: 3 clusters Score -185118.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -185255.390625 Penalty: 782.253235
	Iteration 2F: 3 clusters Score -185255.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -185435.171875 Penalty: 782.253235
	Iteration 3F: 3 clusters Score -185435.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -185630.593750 Penalty: 782.253235
	Iteration 4F: 3 clusters Score -185630.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -185832.125000 Penalty: 782.253235
	Iteration 5F: 3 clusters Score -185832.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -186158.390625 Penalty: 782.253235
	Iteration 6F: 3 clusters Score -186158.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -186522.765625 Penalty: 782.253235
	Iteration 7F: 3 clusters Score -186522.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -186781.750000 Penalty: 782.253235
	Iteration 8F: 3 clusters Score -186781.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -186903.453125 Penalty: 782.253235
	Iteration 9Q: 3 clusters Score -186903.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -186948.062500 Penalty: 782.253235
	Iteration 10Q: 3 clusters Score -186948.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -186980.265625 Penalty: 782.253235
	Iteration 11Q: 3 clusters Score -186980.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -186997.640625 Penalty: 782.253235
	Iteration 12Q: 3 clusters Score -186997.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -187007.734375 Penalty: 782.253235
	Iteration 13Q: 3 clusters Score -187007.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -187016.890625 Penalty: 782.253235
	Iteration 14Q: 3 clusters Score -187016.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -187021.890625 Penalty: 782.253235
	Iteration 15Q: 3 clusters Score -187021.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -187025.187500 Penalty: 782.253235
	Iteration 16Q: 3 clusters Score -187025.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -187027.671875 Penalty: 782.253235
	Iteration 17Q: 3 clusters Score -187027.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -187029.437500 Penalty: 782.253235
	Iteration 18Q: 3 clusters Score -187029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -187030.843750 Penalty: 782.253235
	Iteration 19Q: 3 clusters Score -187030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -187032.421875 Penalty: 782.253235
	Iteration 20F: 3 clusters Score -187032.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -187033.500000 Penalty: 782.253235
	Iteration 21Q: 3 clusters Score -187033.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -187034.265625 Penalty: 782.253235
	Iteration 22Q: 3 clusters Score -187034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -187036.062500 Penalty: 782.253235
	Iteration 23Q: 3 clusters Score -187036.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -187036.859375 Penalty: 782.253235
	Iteration 24Q: 3 clusters Score -187036.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -187037.953125 Penalty: 782.253235
	Iteration 25Q: 3 clusters Score -187038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -187040.234375 Penalty: 782.253235
	Iteration 26Q: 3 clusters Score -187040.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -187041.750000 Penalty: 782.253235
	Iteration 27Q: 3 clusters Score -187041.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -187042.828125 Penalty: 782.253235
	Iteration 28Q: 3 clusters Score -187042.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -187043.031250 Penalty: 782.253235
	Iteration 29Q: 3 clusters Score -187043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -187044.031250 Penalty: 782.253235
	Iteration 30Q: 3 clusters Score -187044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -187043.906250 Penalty: 782.253235
	Iteration 31Q: 3 clusters Score -187043.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -187044.093750 Penalty: 782.253235
	Iteration 32Q: 3 clusters Score -187044.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -187044.187500 Penalty: 782.253235
	Iteration 33Q: 3 clusters Score -187044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -187044.421875 Penalty: 782.253235
	Iteration 34Q: 3 clusters Score -187044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -187044.859375 Penalty: 782.253235
	Iteration 35Q: 3 clusters Score -187044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -187044.859375 Penalty: 782.253235
	Iteration 36Q: 3 clusters Score -187044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -187045.281250 Penalty: 782.253235
	Iteration 37Q: 3 clusters Score -187045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -187045.281250 Penalty: 782.253235
	Iteration 38F: 3 clusters Score -187045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Entering Unmasked Estep 
Score: -501474.937500 Penalty: 439.426025
	Iteration 0F: 2 clusters Score -501474.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -491109.156250 Penalty: 878.852051
	Iteration 0F: 3 clusters Score -491109.2 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -495342.375000 Penalty: 878.852051
	Iteration 1F: 3 clusters Score -495342.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -495751.375000 Penalty: 878.852051
	Iteration 2F: 3 clusters Score -495751.4 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -496426.500000 Penalty: 878.852051
	Iteration 3F: 3 clusters Score -496426.5 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -497394.937500 Penalty: 878.852051
	Iteration 4F: 3 clusters Score -497394.9 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -498475.125000 Penalty: 878.852051
	Iteration 5F: 3 clusters Score -498475.1 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -499154.562500 Penalty: 878.852051
	Iteration 6F: 3 clusters Score -499154.6 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -499475.218750 Penalty: 878.852051
	Iteration 7Q: 3 clusters Score -499475.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -499623.312500 Penalty: 878.852051
	Iteration 8Q: 3 clusters Score -499623.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -499736.656250 Penalty: 878.852051
	Iteration 9Q: 3 clusters Score -499736.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -499841.843750 Penalty: 878.852051
	Iteration 10Q: 3 clusters Score -499841.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -499943.437500 Penalty: 878.852051
	Iteration 11Q: 3 clusters Score -499943.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -500047.687500 Penalty: 878.852051
	Iteration 12Q: 3 clusters Score -500047.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -500161.000000 Penalty: 878.852051
	Iteration 13Q: 3 clusters Score -500161 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -500270.250000 Penalty: 878.852051
	Iteration 14Q: 3 clusters Score -500270.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -500371.781250 Penalty: 878.852051
	Iteration 15Q: 3 clusters Score -500371.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -500456.562500 Penalty: 878.852051
	Iteration 16Q: 3 clusters Score -500456.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -500522.593750 Penalty: 878.852051
	Iteration 17Q: 3 clusters Score -500522.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -500568.187500 Penalty: 878.852051
	Iteration 18Q: 3 clusters Score -500568.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -500608.750000 Penalty: 878.852051
	Iteration 19Q: 3 clusters Score -500608.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -500649.062500 Penalty: 878.852051
	Iteration 20F: 3 clusters Score -500649.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -500681.593750 Penalty: 878.852051
	Iteration 21Q: 3 clusters Score -500681.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -500727.281250 Penalty: 878.852051
	Iteration 22Q: 3 clusters Score -500727.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -500777.125000 Penalty: 878.852051
	Iteration 23Q: 3 clusters Score -500777.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -500824.218750 Penalty: 878.852051
	Iteration 24Q: 3 clusters Score -500824.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -500873.156250 Penalty: 878.852051
	Iteration 25Q: 3 clusters Score -500873.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 14206 members 
Entering Unmasked Estep 
Score: -500917.718750 Penalty: 878.852051
	Iteration 26Q: 3 clusters Score -500917.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -500952.781250 Penalty: 878.852051
	Iteration 27Q: 3 clusters Score -500952.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -500980.562500 Penalty: 878.852051
	Iteration 28Q: 3 clusters Score -500980.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -501003.000000 Penalty: 878.852051
	Iteration 29Q: 3 clusters Score -501003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -501017.781250 Penalty: 878.852051
	Iteration 30Q: 3 clusters Score -501017.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -501024.968750 Penalty: 878.852051
	Iteration 31Q: 3 clusters Score -501025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -501032.937500 Penalty: 878.852051
	Iteration 32Q: 3 clusters Score -501032.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -501040.187500 Penalty: 878.852051
	Iteration 33Q: 3 clusters Score -501040.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -501051.781250 Penalty: 878.852051
	Iteration 34Q: 3 clusters Score -501051.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -501065.781250 Penalty: 878.852051
	Iteration 35Q: 3 clusters Score -501065.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -501073.500000 Penalty: 878.852051
	Iteration 36Q: 3 clusters Score -501073.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -501081.406250 Penalty: 878.852051
	Iteration 37Q: 3 clusters Score -501081.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -501097.406250 Penalty: 878.852051
	Iteration 38Q: 3 clusters Score -501097.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -501108.781250 Penalty: 878.852051
	Iteration 39Q: 3 clusters Score -501108.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -501115.968750 Penalty: 878.852051
	Iteration 40F: 3 clusters Score -501116 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -501121.406250 Penalty: 878.852051
	Iteration 41Q: 3 clusters Score -501121.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -501129.343750 Penalty: 878.852051
	Iteration 42Q: 3 clusters Score -501129.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -501135.656250 Penalty: 878.852051
	Iteration 43Q: 3 clusters Score -501135.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -501137.656250 Penalty: 878.852051
	Iteration 44Q: 3 clusters Score -501137.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -501139.187500 Penalty: 878.852051
	Iteration 45Q: 3 clusters Score -501139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -501140.812500 Penalty: 878.852051
	Iteration 46Q: 3 clusters Score -501140.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -501141.937500 Penalty: 878.852051
	Iteration 47Q: 3 clusters Score -501141.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -501144.187500 Penalty: 878.852051
	Iteration 48Q: 3 clusters Score -501144.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -501146.781250 Penalty: 878.852051
	Iteration 49Q: 3 clusters Score -501146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -501147.343750 Penalty: 878.852051
	Iteration 50Q: 3 clusters Score -501147.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -501148.062500 Penalty: 878.852051
	Iteration 51Q: 3 clusters Score -501148.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -501148.187500 Penalty: 878.852051
	Iteration 52Q: 3 clusters Score -501148.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -501149.812500 Penalty: 878.852051
	Iteration 53Q: 3 clusters Score -501149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -501150.156250 Penalty: 878.852051
	Iteration 54Q: 3 clusters Score -501150.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -501152.781250 Penalty: 878.852051
	Iteration 55Q: 3 clusters Score -501152.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -501157.156250 Penalty: 878.852051
	Iteration 56Q: 3 clusters Score -501157.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -501161.625000 Penalty: 878.852051
	Iteration 57Q: 3 clusters Score -501161.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -501165.156250 Penalty: 878.852051
	Iteration 58Q: 3 clusters Score -501165.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -501168.000000 Penalty: 878.852051
	Iteration 59Q: 3 clusters Score -501168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -501170.937500 Penalty: 878.852051
	Iteration 60F: 3 clusters Score -501170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -501172.750000 Penalty: 878.852051
	Iteration 61Q: 3 clusters Score -501172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -501175.312500 Penalty: 878.852051
	Iteration 62Q: 3 clusters Score -501175.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -501176.937500 Penalty: 878.852051
	Iteration 63Q: 3 clusters Score -501176.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -501180.031250 Penalty: 878.852051
	Iteration 64Q: 3 clusters Score -501180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -501181.656250 Penalty: 878.852051
	Iteration 65Q: 3 clusters Score -501181.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -501186.625000 Penalty: 878.852051
	Iteration 66Q: 3 clusters Score -501186.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -501186.218750 Penalty: 878.852051
	Iteration 67Q: 3 clusters Score -501186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -501188.437500 Penalty: 878.852051
	Iteration 68Q: 3 clusters Score -501188.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -501190.843750 Penalty: 878.852051
	Iteration 69Q: 3 clusters Score -501190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -501191.562500 Penalty: 878.852051
	Iteration 70Q: 3 clusters Score -501191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -501192.562500 Penalty: 878.852051
	Iteration 71Q: 3 clusters Score -501192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -501195.062500 Penalty: 878.852051
	Iteration 72Q: 3 clusters Score -501195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -501196.093750 Penalty: 878.852051
	Iteration 73Q: 3 clusters Score -501196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -501197.406250 Penalty: 878.852051
	Iteration 74Q: 3 clusters Score -501197.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -501199.156250 Penalty: 878.852051
	Iteration 75Q: 3 clusters Score -501199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -501200.875000 Penalty: 878.852051
	Iteration 76Q: 3 clusters Score -501200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -501201.343750 Penalty: 878.852051
	Iteration 77Q: 3 clusters Score -501201.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -501201.281250 Penalty: 878.852051
	Iteration 78Q: 3 clusters Score -501201.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -501201.281250 Penalty: 878.852051
	Iteration 79F: 3 clusters Score -501201.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Entering Unmasked Estep 
Score: -1408116.000000 Penalty: 486.601227
	Iteration 0F: 2 clusters Score -1408116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -1378595.750000 Penalty: 973.202454
	Iteration 0F: 3 clusters Score -1378596 nChanged 21396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -1391385.875000 Penalty: 973.202454
	Iteration 1F: 3 clusters Score -1391386 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1392487.750000 Penalty: 973.202454
	Iteration 2F: 3 clusters Score -1392488 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1394259.125000 Penalty: 973.202454
	Iteration 3F: 3 clusters Score -1394259 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1396957.875000 Penalty: 973.202454
	Iteration 4F: 3 clusters Score -1396958 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1400269.375000 Penalty: 973.202454
	Iteration 5F: 3 clusters Score -1400269 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1403054.750000 Penalty: 973.202454
	Iteration 6F: 3 clusters Score -1403055 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1404835.750000 Penalty: 973.202454
	Iteration 7Q: 3 clusters Score -1404836 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1405933.500000 Penalty: 973.202454
	Iteration 8Q: 3 clusters Score -1405934 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41552 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1406637.625000 Penalty: 973.202454
	Iteration 9Q: 3 clusters Score -1406638 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1407118.000000 Penalty: 973.202454
	Iteration 10Q: 3 clusters Score -1407118 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1407440.250000 Penalty: 973.202454
	Iteration 11Q: 3 clusters Score -1407440 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42863 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1407668.625000 Penalty: 973.202454
	Iteration 12Q: 3 clusters Score -1407669 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1407831.375000 Penalty: 973.202454
	Iteration 13Q: 3 clusters Score -1407831 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1407933.750000 Penalty: 973.202454
	Iteration 14Q: 3 clusters Score -1407934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1408018.125000 Penalty: 973.202454
	Iteration 15Q: 3 clusters Score -1408018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1408089.375000 Penalty: 973.202454
	Iteration 16Q: 3 clusters Score -1408089 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1408138.500000 Penalty: 973.202454
	Iteration 17Q: 3 clusters Score -1408138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1408155.750000 Penalty: 973.202454
	Iteration 18Q: 3 clusters Score -1408156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1408170.750000 Penalty: 973.202454
	Iteration 19Q: 3 clusters Score -1408171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1408190.875000 Penalty: 973.202454
	Iteration 20F: 3 clusters Score -1408191 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43477 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1408199.875000 Penalty: 973.202454
	Iteration 21Q: 3 clusters Score -1408200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1408206.875000 Penalty: 973.202454
	Iteration 22Q: 3 clusters Score -1408207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1408211.125000 Penalty: 973.202454
	Iteration 23Q: 3 clusters Score -1408211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1408214.000000 Penalty: 973.202454
	Iteration 24Q: 3 clusters Score -1408214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1408212.625000 Penalty: 973.202454
	Iteration 25Q: 3 clusters Score -1408213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1408212.375000 Penalty: 973.202454
	Iteration 26Q: 3 clusters Score -1408212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1408212.125000 Penalty: 973.202454
	Iteration 27Q: 3 clusters Score -1408212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1408212.125000 Penalty: 973.202454
	Iteration 28F: 3 clusters Score -1408212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 43500 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16211 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362448 members 
Entering Unmasked Estep 
Score: -21495312.000000 Penalty: 11667.719727
Splitting cluster 13 changes total score from -21495348.000000 to -21495312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -78146.390625 Penalty: 353.717682
	Iteration 0F: 2 clusters Score -78146.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -76453.773438 Penalty: 707.435364
	Iteration 0F: 3 clusters Score -76453.77 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -77027.812500 Penalty: 707.435364
	Iteration 1F: 3 clusters Score -77027.81 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -77098.921875 Penalty: 707.435364
	Iteration 2F: 3 clusters Score -77098.92 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -77190.007812 Penalty: 707.435364
	Iteration 3F: 3 clusters Score -77190.01 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -77311.031250 Penalty: 707.435364
	Iteration 4F: 3 clusters Score -77311.03 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -77421.953125 Penalty: 707.435364
	Iteration 5F: 3 clusters Score -77421.95 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -77541.640625 Penalty: 707.435364
	Iteration 6F: 3 clusters Score -77541.64 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -77618.257812 Penalty: 707.435364
	Iteration 7Q: 3 clusters Score -77618.26 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -77671.562500 Penalty: 707.435364
	Iteration 8Q: 3 clusters Score -77671.56 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -77709.968750 Penalty: 707.435364
	Iteration 9Q: 3 clusters Score -77709.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -77737.359375 Penalty: 707.435364
	Iteration 10Q: 3 clusters Score -77737.36 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -77763.296875 Penalty: 707.435364
	Iteration 11Q: 3 clusters Score -77763.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -77776.304688 Penalty: 707.435364
	Iteration 12Q: 3 clusters Score -77776.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -77783.390625 Penalty: 707.435364
	Iteration 13Q: 3 clusters Score -77783.39 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -77787.710938 Penalty: 707.435364
	Iteration 14Q: 3 clusters Score -77787.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -77792.375000 Penalty: 707.435364
	Iteration 15Q: 3 clusters Score -77792.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -77795.406250 Penalty: 707.435364
	Iteration 16Q: 3 clusters Score -77795.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -77798.531250 Penalty: 707.435364
	Iteration 17Q: 3 clusters Score -77798.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -77800.992188 Penalty: 707.435364
	Iteration 18Q: 3 clusters Score -77800.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -77802.109375 Penalty: 707.435364
	Iteration 19Q: 3 clusters Score -77802.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -77803.257812 Penalty: 707.435364
	Iteration 20F: 3 clusters Score -77803.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -77803.781250 Penalty: 707.435364
	Iteration 21Q: 3 clusters Score -77803.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -77804.375000 Penalty: 707.435364
	Iteration 22Q: 3 clusters Score -77804.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -77804.390625 Penalty: 707.435364
	Iteration 23Q: 3 clusters Score -77804.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -77804.390625 Penalty: 707.435364
	Iteration 24F: 3 clusters Score -77804.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Entering Unmasked Estep 
Score: -465463.375000 Penalty: 441.051758
	Iteration 0F: 2 clusters Score -465463.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -454663.593750 Penalty: 882.103516
	Iteration 0F: 3 clusters Score -454663.6 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -459068.781250 Penalty: 882.103516
	Iteration 1F: 3 clusters Score -459068.8 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -459559.250000 Penalty: 882.103516
	Iteration 2F: 3 clusters Score -459559.2 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -460430.062500 Penalty: 882.103516
	Iteration 3F: 3 clusters Score -460430.1 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -461573.625000 Penalty: 882.103516
	Iteration 4F: 3 clusters Score -461573.6 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -462670.906250 Penalty: 882.103516
	Iteration 5F: 3 clusters Score -462670.9 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -463507.250000 Penalty: 882.103516
	Iteration 6F: 3 clusters Score -463507.2 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -464069.093750 Penalty: 882.103516
	Iteration 7Q: 3 clusters Score -464069.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -464445.062500 Penalty: 882.103516
	Iteration 8Q: 3 clusters Score -464445.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -464707.593750 Penalty: 882.103516
	Iteration 9Q: 3 clusters Score -464707.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -464888.843750 Penalty: 882.103516
	Iteration 10Q: 3 clusters Score -464888.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -464970.468750 Penalty: 882.103516
	Iteration 11Q: 3 clusters Score -464970.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -465033.750000 Penalty: 882.103516
	Iteration 12Q: 3 clusters Score -465033.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -465085.312500 Penalty: 882.103516
	Iteration 13Q: 3 clusters Score -465085.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -465105.562500 Penalty: 882.103516
	Iteration 14Q: 3 clusters Score -465105.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -465125.500000 Penalty: 882.103516
	Iteration 15Q: 3 clusters Score -465125.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -465142.000000 Penalty: 882.103516
	Iteration 16Q: 3 clusters Score -465142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -465153.500000 Penalty: 882.103516
	Iteration 17Q: 3 clusters Score -465153.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -465157.906250 Penalty: 882.103516
	Iteration 18Q: 3 clusters Score -465157.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -465164.500000 Penalty: 882.103516
	Iteration 19Q: 3 clusters Score -465164.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -465172.218750 Penalty: 882.103516
	Iteration 20F: 3 clusters Score -465172.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -465176.000000 Penalty: 882.103516
	Iteration 21Q: 3 clusters Score -465176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -465181.125000 Penalty: 882.103516
	Iteration 22Q: 3 clusters Score -465181.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -465183.156250 Penalty: 882.103516
	Iteration 23Q: 3 clusters Score -465183.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -465183.562500 Penalty: 882.103516
	Iteration 24Q: 3 clusters Score -465183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -465183.562500 Penalty: 882.103516
	Iteration 25F: 3 clusters Score -465183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Entering Unmasked Estep 
Score: -776619.312500 Penalty: 459.328888
	Iteration 0F: 2 clusters Score -776619.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -760566.500000 Penalty: 918.657776
	Iteration 0F: 3 clusters Score -760566.5 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -767389.500000 Penalty: 918.657776
	Iteration 1F: 3 clusters Score -767389.5 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -768069.125000 Penalty: 918.657776
	Iteration 2F: 3 clusters Score -768069.1 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -769103.750000 Penalty: 918.657776
	Iteration 3F: 3 clusters Score -769103.8 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -770652.000000 Penalty: 918.657776
	Iteration 4F: 3 clusters Score -770652 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -772419.937500 Penalty: 918.657776
	Iteration 5F: 3 clusters Score -772419.9 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -773964.812500 Penalty: 918.657776
	Iteration 6F: 3 clusters Score -773964.8 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -775128.875000 Penalty: 918.657776
	Iteration 7Q: 3 clusters Score -775128.9 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -775746.000000 Penalty: 918.657776
	Iteration 8Q: 3 clusters Score -775746 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -775956.062500 Penalty: 918.657776
	Iteration 9Q: 3 clusters Score -775956.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -776061.750000 Penalty: 918.657776
	Iteration 10Q: 3 clusters Score -776061.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -776125.562500 Penalty: 918.657776
	Iteration 11Q: 3 clusters Score -776125.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -776174.687500 Penalty: 918.657776
	Iteration 12Q: 3 clusters Score -776174.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -776207.687500 Penalty: 918.657776
	Iteration 13Q: 3 clusters Score -776207.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -776227.750000 Penalty: 918.657776
	Iteration 14Q: 3 clusters Score -776227.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -776246.812500 Penalty: 918.657776
	Iteration 15Q: 3 clusters Score -776246.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -776262.625000 Penalty: 918.657776
	Iteration 16Q: 3 clusters Score -776262.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -776281.625000 Penalty: 918.657776
	Iteration 17Q: 3 clusters Score -776281.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -776299.125000 Penalty: 918.657776
	Iteration 18Q: 3 clusters Score -776299.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -776312.500000 Penalty: 918.657776
	Iteration 19Q: 3 clusters Score -776312.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -776322.312500 Penalty: 918.657776
	Iteration 20F: 3 clusters Score -776322.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -776337.312500 Penalty: 918.657776
	Iteration 21Q: 3 clusters Score -776337.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -776352.750000 Penalty: 918.657776
	Iteration 22Q: 3 clusters Score -776352.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -776365.000000 Penalty: 918.657776
	Iteration 23Q: 3 clusters Score -776365 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -776375.125000 Penalty: 918.657776
	Iteration 24Q: 3 clusters Score -776375.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -776385.187500 Penalty: 918.657776
	Iteration 25Q: 3 clusters Score -776385.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -776391.875000 Penalty: 918.657776
	Iteration 26Q: 3 clusters Score -776391.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -776394.375000 Penalty: 918.657776
	Iteration 27Q: 3 clusters Score -776394.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -776398.875000 Penalty: 918.657776
	Iteration 28Q: 3 clusters Score -776398.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -776404.500000 Penalty: 918.657776
	Iteration 29Q: 3 clusters Score -776404.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -776406.125000 Penalty: 918.657776
	Iteration 30Q: 3 clusters Score -776406.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -776406.312500 Penalty: 918.657776
	Iteration 31Q: 3 clusters Score -776406.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -776407.375000 Penalty: 918.657776
	Iteration 32Q: 3 clusters Score -776407.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -776411.625000 Penalty: 918.657776
	Iteration 33Q: 3 clusters Score -776411.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -776412.750000 Penalty: 918.657776
	Iteration 34Q: 3 clusters Score -776412.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -776414.750000 Penalty: 918.657776
	Iteration 35Q: 3 clusters Score -776414.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -776417.812500 Penalty: 918.657776
	Iteration 36Q: 3 clusters Score -776417.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -776417.625000 Penalty: 918.657776
	Iteration 37Q: 3 clusters Score -776417.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -776420.437500 Penalty: 918.657776
	Iteration 38Q: 3 clusters Score -776420.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -776420.437500 Penalty: 918.657776
	Iteration 39Q: 3 clusters Score -776420.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -776420.812500 Penalty: 918.657776
	Iteration 40F: 3 clusters Score -776420.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -776425.000000 Penalty: 918.657776
	Iteration 41Q: 3 clusters Score -776425 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -776427.437500 Penalty: 918.657776
	Iteration 42Q: 3 clusters Score -776427.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -776427.500000 Penalty: 918.657776
	Iteration 43Q: 3 clusters Score -776427.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -776429.187500 Penalty: 918.657776
	Iteration 44Q: 3 clusters Score -776429.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -776430.562500 Penalty: 918.657776
	Iteration 45Q: 3 clusters Score -776430.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -776429.750000 Penalty: 918.657776
	Iteration 46Q: 3 clusters Score -776429.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -776431.312500 Penalty: 918.657776
	Iteration 47Q: 3 clusters Score -776431.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -776432.687500 Penalty: 918.657776
	Iteration 48Q: 3 clusters Score -776432.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -776432.812500 Penalty: 918.657776
	Iteration 49Q: 3 clusters Score -776432.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -776434.500000 Penalty: 918.657776
	Iteration 50Q: 3 clusters Score -776434.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -776434.687500 Penalty: 918.657776
	Iteration 51Q: 3 clusters Score -776434.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -776433.937500 Penalty: 918.657776
	Iteration 52Q: 3 clusters Score -776433.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -776434.375000 Penalty: 918.657776
	Iteration 53Q: 3 clusters Score -776434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -776434.562500 Penalty: 918.657776
	Iteration 54Q: 3 clusters Score -776434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -776434.312500 Penalty: 918.657776
	Iteration 55Q: 3 clusters Score -776434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -776435.250000 Penalty: 918.657776
	Iteration 56Q: 3 clusters Score -776435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -776436.125000 Penalty: 918.657776
	Iteration 57Q: 3 clusters Score -776436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -776437.500000 Penalty: 918.657776
	Iteration 58Q: 3 clusters Score -776437.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -776436.125000 Penalty: 918.657776
	Iteration 59Q: 3 clusters Score -776436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -776436.437500 Penalty: 918.657776
	Iteration 60F: 3 clusters Score -776436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -776436.187500 Penalty: 918.657776
	Iteration 61Q: 3 clusters Score -776436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -776435.187500 Penalty: 918.657776
	Iteration 62Q: 3 clusters Score -776435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -776435.375000 Penalty: 918.657776
	Iteration 63Q: 3 clusters Score -776435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -776436.312500 Penalty: 918.657776
	Iteration 64Q: 3 clusters Score -776436.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -776436.312500 Penalty: 918.657776
	Iteration 65Q: 3 clusters Score -776436.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -776436.812500 Penalty: 918.657776
	Iteration 66Q: 3 clusters Score -776436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -776435.062500 Penalty: 918.657776
	Iteration 67Q: 3 clusters Score -776435.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -776436.375000 Penalty: 918.657776
	Iteration 68Q: 3 clusters Score -776436.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -776436.375000 Penalty: 918.657776
	Iteration 69Q: 3 clusters Score -776436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -776437.000000 Penalty: 918.657776
	Iteration 70Q: 3 clusters Score -776437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -776436.812500 Penalty: 918.657776
	Iteration 71Q: 3 clusters Score -776436.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -776438.562500 Penalty: 918.657776
	Iteration 72Q: 3 clusters Score -776438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -776440.500000 Penalty: 918.657776
	Iteration 73Q: 3 clusters Score -776440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -776440.500000 Penalty: 918.657776
	Iteration 74Q: 3 clusters Score -776440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -776440.125000 Penalty: 918.657776
	Iteration 75Q: 3 clusters Score -776440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -776440.125000 Penalty: 918.657776
	Iteration 76Q: 3 clusters Score -776440.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -776439.437500 Penalty: 918.657776
	Iteration 77Q: 3 clusters Score -776439.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -776439.562500 Penalty: 918.657776
	Iteration 78Q: 3 clusters Score -776439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -776440.750000 Penalty: 918.657776
	Iteration 79Q: 3 clusters Score -776440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -776440.000000 Penalty: 918.657776
	Iteration 80F: 3 clusters Score -776440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -776440.437500 Penalty: 918.657776
	Iteration 81Q: 3 clusters Score -776440.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -776440.437500 Penalty: 918.657776
	Iteration 82F: 3 clusters Score -776440.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -46920.199219 Penalty: 339.687317
	Iteration 0F: 2 clusters Score -46920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -45635.542969 Penalty: 679.374634
	Iteration 0F: 3 clusters Score -45635.54 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -46043.753906 Penalty: 679.374634
	Iteration 1F: 3 clusters Score -46043.75 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -46189.187500 Penalty: 679.374634
	Iteration 2F: 3 clusters Score -46189.19 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -46351.601562 Penalty: 679.374634
	Iteration 3F: 3 clusters Score -46351.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -46515.902344 Penalty: 679.374634
	Iteration 4F: 3 clusters Score -46515.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -46660.609375 Penalty: 679.374634
	Iteration 5F: 3 clusters Score -46660.61 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -46755.500000 Penalty: 679.374634
	Iteration 6F: 3 clusters Score -46755.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -46831.398438 Penalty: 679.374634
	Iteration 7Q: 3 clusters Score -46831.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -46893.968750 Penalty: 679.374634
	Iteration 8Q: 3 clusters Score -46893.97 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46918.085938 Penalty: 679.374634
	Iteration 9Q: 3 clusters Score -46918.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46934.281250 Penalty: 679.374634
	Iteration 10Q: 3 clusters Score -46934.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46939.808594 Penalty: 679.374634
	Iteration 11Q: 3 clusters Score -46939.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46943.886719 Penalty: 679.374634
	Iteration 12Q: 3 clusters Score -46943.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46945.460938 Penalty: 679.374634
	Iteration 13Q: 3 clusters Score -46945.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46947.191406 Penalty: 679.374634
	Iteration 14Q: 3 clusters Score -46947.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -46948.746094 Penalty: 679.374634
	Iteration 15Q: 3 clusters Score -46948.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -46949.386719 Penalty: 679.374634
	Iteration 16Q: 3 clusters Score -46949.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46950.351562 Penalty: 679.374634
	Iteration 17Q: 3 clusters Score -46950.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46952.441406 Penalty: 679.374634
	Iteration 18Q: 3 clusters Score -46952.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46954.328125 Penalty: 679.374634
	Iteration 19Q: 3 clusters Score -46954.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46954.574219 Penalty: 679.374634
	Iteration 20F: 3 clusters Score -46954.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46954.699219 Penalty: 679.374634
	Iteration 21Q: 3 clusters Score -46954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46954.699219 Penalty: 679.374634
	Iteration 22F: 3 clusters Score -46954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 232118 members 
Mstep: Class 2 contains 7076 members 
Mstep: Class 3 contains 1868 members 
Mstep: Class 4 contains 268 members 
Mstep: Class 5 contains 1903 members 
Mstep: Class 6 contains 774 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 477 members 
Mstep: Class 10 contains 2245 members 
Mstep: Class 11 contains 5411 members 
Mstep: Class 12 contains 15642 members 
Mstep: Class 13 contains 44114 members 
Mstep: Class 14 contains 2378 members 
Mstep: Class 15 contains 16211 members 
Mstep: Class 17 contains 24225 members 
Mstep: Class 19 contains 1479 members 
Mstep: Class 21 contains 1043 members 
Mstep: Class 22 contains 4829 members 
Mstep: Class 23 contains 362448 members 
Entering Unmasked Estep 
Score: -21495126.000000 Penalty: 11667.719727
Splitting cluster 19 changes total score from -21495348.000000 to -21495126.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (1043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Entering Unmasked Estep 
Score: -34082.648438 Penalty: 316.218475
	Iteration 0F: 2 clusters Score -34082.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -33259.996094 Penalty: 632.436951
	Iteration 0F: 3 clusters Score -33260 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -33492.343750 Penalty: 632.436951
	Iteration 1F: 3 clusters Score -33492.34 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -33551.671875 Penalty: 632.436951
	Iteration 2F: 3 clusters Score -33551.67 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33621.281250 Penalty: 632.436951
	Iteration 3F: 3 clusters Score -33621.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -33680.308594 Penalty: 632.436951
	Iteration 4F: 3 clusters Score -33680.31 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -33725.828125 Penalty: 632.436951
	Iteration 5Q: 3 clusters Score -33725.83 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33746.394531 Penalty: 632.436951
	Iteration 6Q: 3 clusters Score -33746.39 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -33757.832031 Penalty: 632.436951
	Iteration 7Q: 3 clusters Score -33757.83 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -33767.398438 Penalty: 632.436951
	Iteration 8Q: 3 clusters Score -33767.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -33776.101562 Penalty: 632.436951
	Iteration 9Q: 3 clusters Score -33776.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -33780.738281 Penalty: 632.436951
	Iteration 10Q: 3 clusters Score -33780.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33783.187500 Penalty: 632.436951
	Iteration 11Q: 3 clusters Score -33783.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -33784.531250 Penalty: 632.436951
	Iteration 12Q: 3 clusters Score -33784.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -33785.863281 Penalty: 632.436951
	Iteration 13Q: 3 clusters Score -33785.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -33786.359375 Penalty: 632.436951
	Iteration 14Q: 3 clusters Score -33786.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -33786.683594 Penalty: 632.436951
	Iteration 15Q: 3 clusters Score -33786.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -33786.957031 Penalty: 632.436951
	Iteration 16Q: 3 clusters Score -33786.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -33787.304688 Penalty: 632.436951
	Iteration 17Q: 3 clusters Score -33787.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33787.656250 Penalty: 632.436951
	Iteration 18Q: 3 clusters Score -33787.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -33787.777344 Penalty: 632.436951
	Iteration 19Q: 3 clusters Score -33787.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -33788.335938 Penalty: 632.436951
	Iteration 20F: 3 clusters Score -33788.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33788.867188 Penalty: 632.436951
	Iteration 21Q: 3 clusters Score -33788.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -33790.191406 Penalty: 632.436951
	Iteration 22Q: 3 clusters Score -33790.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -33791.484375 Penalty: 632.436951
	Iteration 23Q: 3 clusters Score -33791.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -33791.820312 Penalty: 632.436951
	Iteration 24Q: 3 clusters Score -33791.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -33792.375000 Penalty: 632.436951
	Iteration 25Q: 3 clusters Score -33792.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -33793.042969 Penalty: 632.436951
	Iteration 26Q: 3 clusters Score -33793.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33793.375000 Penalty: 632.436951
	Iteration 27Q: 3 clusters Score -33793.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -33793.617188 Penalty: 632.436951
	Iteration 28Q: 3 clusters Score -33793.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -33793.867188 Penalty: 632.436951
	Iteration 29Q: 3 clusters Score -33793.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -33793.867188 Penalty: 632.436951
	Iteration 30F: 3 clusters Score -33793.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -160097.203125 Penalty: 385.948944
	Iteration 0F: 2 clusters Score -160097.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -156773.265625 Penalty: 771.897888
	Iteration 0F: 3 clusters Score -156773.3 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -157987.046875 Penalty: 771.897888
	Iteration 1F: 3 clusters Score -157987 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -158072.156250 Penalty: 771.897888
	Iteration 2F: 3 clusters Score -158072.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -158128.906250 Penalty: 771.897888
	Iteration 3Q: 3 clusters Score -158128.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -158189.640625 Penalty: 771.897888
	Iteration 4Q: 3 clusters Score -158189.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -158260.000000 Penalty: 771.897888
	Iteration 5Q: 3 clusters Score -158260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -158353.937500 Penalty: 771.897888
	Iteration 6Q: 3 clusters Score -158353.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -158486.546875 Penalty: 771.897888
	Iteration 7Q: 3 clusters Score -158486.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -158662.968750 Penalty: 771.897888
	Iteration 8F: 3 clusters Score -158663 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -158910.828125 Penalty: 771.897888
	Iteration 9F: 3 clusters Score -158910.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -159154.187500 Penalty: 771.897888
	Iteration 10F: 3 clusters Score -159154.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -159354.156250 Penalty: 771.897888
	Iteration 11Q: 3 clusters Score -159354.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -159462.531250 Penalty: 771.897888
	Iteration 12Q: 3 clusters Score -159462.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -159536.546875 Penalty: 771.897888
	Iteration 13Q: 3 clusters Score -159536.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -159587.703125 Penalty: 771.897888
	Iteration 14Q: 3 clusters Score -159587.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -159621.500000 Penalty: 771.897888
	Iteration 15Q: 3 clusters Score -159621.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -159651.859375 Penalty: 771.897888
	Iteration 16Q: 3 clusters Score -159651.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -159670.437500 Penalty: 771.897888
	Iteration 17Q: 3 clusters Score -159670.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -159682.812500 Penalty: 771.897888
	Iteration 18Q: 3 clusters Score -159682.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -159692.578125 Penalty: 771.897888
	Iteration 19Q: 3 clusters Score -159692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -159701.578125 Penalty: 771.897888
	Iteration 20F: 3 clusters Score -159701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -159709.390625 Penalty: 771.897888
	Iteration 21Q: 3 clusters Score -159709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -159721.109375 Penalty: 771.897888
	Iteration 22Q: 3 clusters Score -159721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -159729.453125 Penalty: 771.897888
	Iteration 23Q: 3 clusters Score -159729.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -159737.546875 Penalty: 771.897888
	Iteration 24Q: 3 clusters Score -159737.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -159744.593750 Penalty: 771.897888
	Iteration 25Q: 3 clusters Score -159744.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -159748.625000 Penalty: 771.897888
	Iteration 26Q: 3 clusters Score -159748.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -159752.406250 Penalty: 771.897888
	Iteration 27Q: 3 clusters Score -159752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -159754.671875 Penalty: 771.897888
	Iteration 28Q: 3 clusters Score -159754.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -159755.937500 Penalty: 771.897888
	Iteration 29Q: 3 clusters Score -159755.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -159758.062500 Penalty: 771.897888
	Iteration 30Q: 3 clusters Score -159758.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -159762.312500 Penalty: 771.897888
	Iteration 31Q: 3 clusters Score -159762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -159764.500000 Penalty: 771.897888
	Iteration 32Q: 3 clusters Score -159764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -159765.562500 Penalty: 771.897888
	Iteration 33Q: 3 clusters Score -159765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -159767.000000 Penalty: 771.897888
	Iteration 34Q: 3 clusters Score -159767 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -159767.000000 Penalty: 771.897888
	Iteration 35F: 3 clusters Score -159767 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (362448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362448 members 
Entering Unmasked Estep 
Score: -11448932.000000 Penalty: 582.428955
	Iteration 0F: 2 clusters Score -1.144893e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181039 members 
Mstep: Class 2 contains 181409 members 
Entering Unmasked Estep 
Score: -11201323.000000 Penalty: 1164.857910
	Iteration 0F: 3 clusters Score -1.120132e+07 nChanged 179240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165519 members 
Mstep: Class 2 contains 196929 members 
Entering Unmasked Estep 
Score: -11310490.000000 Penalty: 1164.857910
	Iteration 1F: 3 clusters Score -1.131049e+07 nChanged 15661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153904 members 
Mstep: Class 2 contains 208544 members 
Entering Unmasked Estep 
Score: -11316244.000000 Penalty: 1164.857910
	Iteration 2Q: 3 clusters Score -1.131624e+07 nChanged 21049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136023 members 
Mstep: Class 2 contains 226425 members 
Entering Unmasked Estep 
Score: -11326503.000000 Penalty: 1164.857910
	Iteration 3F: 3 clusters Score -1.13265e+07 nChanged 27144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111165 members 
Mstep: Class 2 contains 251283 members 
Entering Unmasked Estep 
Score: -11344838.000000 Penalty: 1164.857910
	Iteration 4F: 3 clusters Score -1.134484e+07 nChanged 31093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81466 members 
Mstep: Class 2 contains 280982 members 
Entering Unmasked Estep 
Score: -11372102.000000 Penalty: 1164.857910
	Iteration 5F: 3 clusters Score -1.13721e+07 nChanged 28815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 309137 members 
Entering Unmasked Estep 
Score: -11402227.000000 Penalty: 1164.857910
	Iteration 6F: 3 clusters Score -1.140223e+07 nChanged 19177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 327962 members 
Entering Unmasked Estep 
Score: -11425040.000000 Penalty: 1164.857910
	Iteration 7F: 3 clusters Score -1.142504e+07 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 336332 members 
Entering Unmasked Estep 
Score: -11435418.000000 Penalty: 1164.857910
	Iteration 8Q: 3 clusters Score -1.143542e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 340643 members 
Entering Unmasked Estep 
Score: -11439318.000000 Penalty: 1164.857910
	Iteration 9Q: 3 clusters Score -1.143932e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 343951 members 
Entering Unmasked Estep 
Score: -11441451.000000 Penalty: 1164.857910
	Iteration 10Q: 3 clusters Score -1.144145e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 346737 members 
Entering Unmasked Estep 
Score: -11443083.000000 Penalty: 1164.857910
	Iteration 11Q: 3 clusters Score -1.144308e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 349176 members 
Entering Unmasked Estep 
Score: -11444318.000000 Penalty: 1164.857910
	Iteration 12Q: 3 clusters Score -1.144432e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 351151 members 
Entering Unmasked Estep 
Score: -11445284.000000 Penalty: 1164.857910
	Iteration 13Q: 3 clusters Score -1.144528e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 352825 members 
Entering Unmasked Estep 
Score: -11446070.000000 Penalty: 1164.857910
	Iteration 14Q: 3 clusters Score -1.144607e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 354183 members 
Entering Unmasked Estep 
Score: -11446695.000000 Penalty: 1164.857910
	Iteration 15Q: 3 clusters Score -1.14467e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 355261 members 
Entering Unmasked Estep 
Score: -11447145.000000 Penalty: 1164.857910
	Iteration 16Q: 3 clusters Score -1.144714e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 356114 members 
Entering Unmasked Estep 
Score: -11447476.000000 Penalty: 1164.857910
	Iteration 17Q: 3 clusters Score -1.144748e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 356828 members 
Entering Unmasked Estep 
Score: -11447776.000000 Penalty: 1164.857910
	Iteration 18Q: 3 clusters Score -1.144778e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 357443 members 
Entering Unmasked Estep 
Score: -11448010.000000 Penalty: 1164.857910
	Iteration 19Q: 3 clusters Score -1.144801e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 357967 members 
Entering Unmasked Estep 
Score: -11448188.000000 Penalty: 1164.857910
	Iteration 20F: 3 clusters Score -1.144819e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 358364 members 
Entering Unmasked Estep 
Score: -11448343.000000 Penalty: 1164.857910
	Iteration 21Q: 3 clusters Score -1.144834e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 358677 members 
Entering Unmasked Estep 
Score: -11448462.000000 Penalty: 1164.857910
	Iteration 22Q: 3 clusters Score -1.144846e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 358934 members 
Entering Unmasked Estep 
Score: -11448554.000000 Penalty: 1164.857910
	Iteration 23Q: 3 clusters Score -1.144855e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 359199 members 
Entering Unmasked Estep 
Score: -11448573.000000 Penalty: 1164.857910
	Iteration 24Q: 3 clusters Score -1.144857e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 359433 members 
Entering Unmasked Estep 
Score: -11448665.000000 Penalty: 1164.857910
	Iteration 25Q: 3 clusters Score -1.144866e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 359623 members 
Entering Unmasked Estep 
Score: -11448719.000000 Penalty: 1164.857910
	Iteration 26Q: 3 clusters Score -1.144872e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 359763 members 
Entering Unmasked Estep 
Score: -11448764.000000 Penalty: 1164.857910
	Iteration 27Q: 3 clusters Score -1.144876e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 359876 members 
Entering Unmasked Estep 
Score: -11448755.000000 Penalty: 1164.857910
	Iteration 28Q: 3 clusters Score -1.144876e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 359979 members 
Entering Unmasked Estep 
Score: -11448762.000000 Penalty: 1164.857910
	Iteration 29Q: 3 clusters Score -1.144876e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 360080 members 
Entering Unmasked Estep 
Score: -11448773.000000 Penalty: 1164.857910
	Iteration 30Q: 3 clusters Score -1.144877e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 360161 members 
Entering Unmasked Estep 
Score: -11448779.000000 Penalty: 1164.857910
	Iteration 31Q: 3 clusters Score -1.144878e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 360226 members 
Entering Unmasked Estep 
Score: -11448795.000000 Penalty: 1164.857910
	Iteration 32Q: 3 clusters Score -1.14488e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 360276 members 
Entering Unmasked Estep 
Score: -11448791.000000 Penalty: 1164.857910
	Iteration 33Q: 3 clusters Score -1.144879e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 360330 members 
Entering Unmasked Estep 
Score: -11448806.000000 Penalty: 1164.857910
	Iteration 34Q: 3 clusters Score -1.144881e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 360369 members 
Entering Unmasked Estep 
Score: -11448804.000000 Penalty: 1164.857910
	Iteration 35Q: 3 clusters Score -1.14488e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 360392 members 
Entering Unmasked Estep 
Score: -11448825.000000 Penalty: 1164.857910
	Iteration 36Q: 3 clusters Score -1.144882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 360404 members 
Entering Unmasked Estep 
Score: -11448813.000000 Penalty: 1164.857910
	Iteration 37Q: 3 clusters Score -1.144881e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 360423 members 
Entering Unmasked Estep 
Score: -11448820.000000 Penalty: 1164.857910
	Iteration 38Q: 3 clusters Score -1.144882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 360434 members 
Entering Unmasked Estep 
Score: -11448815.000000 Penalty: 1164.857910
	Iteration 39Q: 3 clusters Score -1.144882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 360448 members 
Entering Unmasked Estep 
Score: -11448821.000000 Penalty: 1164.857910
	Iteration 40F: 3 clusters Score -1.144882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 360458 members 
Entering Unmasked Estep 
Score: -11448817.000000 Penalty: 1164.857910
	Iteration 41Q: 3 clusters Score -1.144882e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 360474 members 
Entering Unmasked Estep 
Score: -11448830.000000 Penalty: 1164.857910
	Iteration 42Q: 3 clusters Score -1.144883e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 360491 members 
Entering Unmasked Estep 
Score: -11448834.000000 Penalty: 1164.857910
	Iteration 43Q: 3 clusters Score -1.144883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 360501 members 
Entering Unmasked Estep 
Score: -11448829.000000 Penalty: 1164.857910
	Iteration 44Q: 3 clusters Score -1.144883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 360513 members 
Entering Unmasked Estep 
Score: -11448825.000000 Penalty: 1164.857910
	Iteration 45Q: 3 clusters Score -1.144882e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 360522 members 
Entering Unmasked Estep 
Score: -11448826.000000 Penalty: 1164.857910
	Iteration 46Q: 3 clusters Score -1.144883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 360535 members 
Entering Unmasked Estep 
Score: -11448833.000000 Penalty: 1164.857910
	Iteration 47Q: 3 clusters Score -1.144883e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 360541 members 
Entering Unmasked Estep 
Score: -11448838.000000 Penalty: 1164.857910
	Iteration 48Q: 3 clusters Score -1.144884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 360541 members 
Entering Unmasked Estep 
Score: -11448846.000000 Penalty: 1164.857910
	Iteration 49Q: 3 clusters Score -1.144885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 360545 members 
Entering Unmasked Estep 
Score: -11448840.000000 Penalty: 1164.857910
	Iteration 50Q: 3 clusters Score -1.144884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 360553 members 
Entering Unmasked Estep 
Score: -11448840.000000 Penalty: 1164.857910
	Iteration 51Q: 3 clusters Score -1.144884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 360559 members 
Entering Unmasked Estep 
Score: -11448832.000000 Penalty: 1164.857910
	Iteration 52Q: 3 clusters Score -1.144883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 360566 members 
Entering Unmasked Estep 
Score: -11448830.000000 Penalty: 1164.857910
	Iteration 53Q: 3 clusters Score -1.144883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 360571 members 
Entering Unmasked Estep 
Score: -11448834.000000 Penalty: 1164.857910
	Iteration 54Q: 3 clusters Score -1.144883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 360577 members 
Entering Unmasked Estep 
Score: -11448820.000000 Penalty: 1164.857910
	Iteration 55Q: 3 clusters Score -1.144882e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 360582 members 
Entering Unmasked Estep 
Score: -11448818.000000 Penalty: 1164.857910
	Iteration 56Q: 3 clusters Score -1.144882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 360587 members 
Entering Unmasked Estep 
Score: -11448826.000000 Penalty: 1164.857910
	Iteration 57Q: 3 clusters Score -1.144883e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 360589 members 
Entering Unmasked Estep 
Score: -11448819.000000 Penalty: 1164.857910
	Iteration 58Q: 3 clusters Score -1.144882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 360594 members 
Entering Unmasked Estep 
Score: -11448828.000000 Penalty: 1164.857910
	Iteration 59Q: 3 clusters Score -1.144883e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 360600 members 
Entering Unmasked Estep 
Score: -11448832.000000 Penalty: 1164.857910
	Iteration 60F: 3 clusters Score -1.144883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 360607 members 
Entering Unmasked Estep 
Score: -11448816.000000 Penalty: 1164.857910
	Iteration 61Q: 3 clusters Score -1.144882e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 360613 members 
Entering Unmasked Estep 
Score: -11448816.000000 Penalty: 1164.857910
	Iteration 62Q: 3 clusters Score -1.144882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 360616 members 
Entering Unmasked Estep 
Score: -11448822.000000 Penalty: 1164.857910
	Iteration 63Q: 3 clusters Score -1.144882e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 360617 members 
Entering Unmasked Estep 
Score: -11448821.000000 Penalty: 1164.857910
	Iteration 64Q: 3 clusters Score -1.144882e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 360617 members 
Entering Unmasked Estep 
Score: -11448821.000000 Penalty: 1164.857910
	Iteration 65F: 3 clusters Score -1.144882e+07 nChanged 0
25->19 Clusters: Score -21495348.000000, best is -21497426.000000

Main iterations: 1374 (time per=2905.116541ms)
Total iterations: 32127 (time per=124.245343ms)
Iterations metric 2: 399889661952.000000 (time per=9.981829ns)
Iterations metric 3: 4798912921600.000000 (time per=831.777986ps)

That took 3991.630127 seconds.
